From 50ee39f2c6c26b29cbeac182f633995f60ba2c32 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Thu, 3 Oct 2024 12:18:12 +0200 Subject: [PATCH 01/71] docs: save ttl --- examples/brickschema_ttl.py | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/examples/brickschema_ttl.py b/examples/brickschema_ttl.py index 0bc9fee..bd34ec3 100644 --- a/examples/brickschema_ttl.py +++ b/examples/brickschema_ttl.py @@ -22,4 +22,13 @@ stream=False ) -print(result) \ No newline at end of file +print(result) +print(result.get('elem_hierarchy', None)) + +ttl_output = result.get('ttl_output', None) + +# Save the output to a file +if ttl_output: + print(ttl_output) + with open('output.ttl', 'w') as f: + f.write(ttl_output) \ No newline at end of file From 67cc30972b4fee5ad34f252e50881eada85a2df0 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Sun, 6 Oct 2024 17:06:39 +0200 Subject: [PATCH 02/71] feat: added custom models --- brickllm/configs.py | 5 +- brickllm/graphs/brickschema_graph.py | 11 +++- brickllm/helpers/llm_models.py | 27 +++++---- ...rickschema_ttl.py => example_anthropic.py} | 60 +++++++++---------- examples/example_custom_llm.py | 30 ++++++++++ 5 files changed, 83 insertions(+), 50 deletions(-) rename examples/{brickschema_ttl.py => example_anthropic.py} (67%) create mode 100644 examples/example_custom_llm.py diff --git a/brickllm/configs.py b/brickllm/configs.py index d1e590f..e861b15 100644 --- a/brickllm/configs.py +++ b/brickllm/configs.py @@ -1,5 +1,6 @@ -from typing import TypedDict, Literal +from typing import TypedDict, Literal, Union +from langchain.chat_models.base import BaseChatModel # Define the config class GraphConfig(TypedDict): - model_name: Literal["anthropic", "openai", "fireworks"] \ No newline at end of file + model: Union[Literal["anthropic", "openai", "fireworks"], BaseChatModel] \ No newline at end of file diff --git a/brickllm/graphs/brickschema_graph.py b/brickllm/graphs/brickschema_graph.py index 658d07b..f0d287e 100644 --- a/brickllm/graphs/brickschema_graph.py +++ b/brickllm/graphs/brickschema_graph.py @@ -1,3 +1,6 @@ +from typing import Union + +from langchain.chat_models.base import BaseChatModel from langgraph.graph import START, END, StateGraph from .. import State, GraphConfig from ..nodes import ( @@ -7,16 +10,20 @@ from ..edges import validate_condition from PIL import Image import os +from ..helpers.llm_models import _get_model from dotenv import load_dotenv load_dotenv() class BrickSchemaGraph: - def __init__(self): + def __init__(self, model: Union[str, BaseChatModel] = "anthropic"): """Initialize the StateGraph object and build the graph.""" # Define a new graph self.workflow = StateGraph(State, config_schema=GraphConfig) + # Store the model + self.model = _get_model(model) + # Build graph by adding nodes self.workflow.add_node("get_elements", get_elements) self.workflow.add_node("get_elem_children", get_elem_children) @@ -41,7 +48,7 @@ def __init__(self): except Exception as e: raise ValueError(f"Failed to compile the graph: {e}") - # Hardcoding the thread_id for now + # Update the config with the model self.config = {"configurable": {"thread_id": "1"}} def _compiled_graph(self): diff --git a/brickllm/helpers/llm_models.py b/brickllm/helpers/llm_models.py index 1817e6f..c75fce2 100644 --- a/brickllm/helpers/llm_models.py +++ b/brickllm/helpers/llm_models.py @@ -1,19 +1,20 @@ - from functools import lru_cache +from typing import Union + from langchain_anthropic import ChatAnthropic from langchain_openai import ChatOpenAI from langchain_fireworks import ChatFireworks +from langchain.chat_models.base import BaseChatModel - -@lru_cache(maxsize=4) -def _get_model(model_name: str): - if model_name == "openai": - model = ChatOpenAI(temperature=0, model="gpt-4o") - elif model_name == "anthropic": - model = ChatAnthropic(temperature=0, model="claude-3-sonnet-20240229") - elif model_name == "fireworks": - model = ChatFireworks(temperature=0, model="accounts/fireworks/models/llama-v3p1-70b-instruct") +def _get_model(model: Union[str, BaseChatModel]): + if isinstance(model, BaseChatModel): + return model + + if model == "openai": + return ChatOpenAI(temperature=0, model="gpt-4o") + elif model == "anthropic": + return ChatAnthropic(temperature=0, model="claude-3-sonnet-20240229") + elif model == "fireworks": + return ChatFireworks(temperature=0, model="accounts/fireworks/models/llama-v3p1-70b-instruct") else: - raise ValueError(f"Unsupported model type: {model_name}") - - return model \ No newline at end of file + raise ValueError(f"Unsupported model type: {model}") \ No newline at end of file diff --git a/examples/brickschema_ttl.py b/examples/example_anthropic.py similarity index 67% rename from examples/brickschema_ttl.py rename to examples/example_anthropic.py index bd34ec3..5a06ab4 100644 --- a/examples/brickschema_ttl.py +++ b/examples/example_anthropic.py @@ -1,34 +1,28 @@ -from brickllm.graphs import BrickSchemaGraph - -# Specify the user prompt -building_description = """ -I have a building located in Bolzano. -It has 3 floors and each floor has 1 office. -There are 2 rooms in each office and each room has three sensors: -- Temperature sensor; -- Humidity sensor; -- CO sensor. -""" - -# Create an instance of BrickSchemaGraph -brick_graph = BrickSchemaGraph() - -# Display the graph -brick_graph.display() - -# Run the graph without streaming -result = brick_graph.run( - prompt=building_description, - stream=False -) - -print(result) -print(result.get('elem_hierarchy', None)) - -ttl_output = result.get('ttl_output', None) - -# Save the output to a file -if ttl_output: - print(ttl_output) - with open('output.ttl', 'w') as f: +from brickllm.graphs import BrickSchemaGraph + +# Specify the user prompt +building_description = """ +I have a building located in Bolzano. +It has 3 floors and each floor has 1 office. +There are 2 rooms in each office and each room has three sensors: +- Temperature sensor; +- Humidity sensor; +- CO sensor. +""" + +# Create an instance of BrickSchemaGraph with a predefined provider +brick_graph = BrickSchemaGraph(model="anthropic") + +# Run the graph +result = brick_graph.run(prompt=building_description, stream=False) + +print(result) +print(result.get('elem_hierarchy', None)) + +ttl_output = result.get('ttl_output', None) + +# Save the output to a file +if ttl_output: + print(ttl_output) + with open('output.ttl', 'w') as f: f.write(ttl_output) \ No newline at end of file diff --git a/examples/example_custom_llm.py b/examples/example_custom_llm.py new file mode 100644 index 0000000..e8e98a9 --- /dev/null +++ b/examples/example_custom_llm.py @@ -0,0 +1,30 @@ +from brickllm.graphs import BrickSchemaGraph +from langchain_openai import ChatOpenAI + +# Specify the user prompt +building_description = """ +I have a building located in Bolzano. +It has 3 floors and each floor has 1 office. +There are 2 rooms in each office and each room has three sensors: +- Temperature sensor; +- Humidity sensor; +- CO sensor. +""" + +# Create an instance of BrickSchemaGraph with a custom model +custom_model = ChatOpenAI(temperature=0, model="gpt-3.5-turbo") +brick_graph = BrickSchemaGraph(model=custom_model) + +# Run the graph with the custom model +result = brick_graph.run(prompt=building_description, stream=False) + +print(result) +print(result.get('elem_hierarchy', None)) + +ttl_output = result.get('ttl_output', None) + +# Save the output to a file +if ttl_output: + print(ttl_output) + with open('output_custom.ttl', 'w') as f: + f.write(ttl_output) \ No newline at end of file From b7788faa31b36f09586eb699936dfdce4ee9d829 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Sun, 6 Oct 2024 17:37:26 +0200 Subject: [PATCH 03/71] docs: improved readme --- README.md | 90 ++++++++++++++++++++++++++++++++- docs/assets/brickllm_logo2.png | Bin 0 -> 390259 bytes 2 files changed, 89 insertions(+), 1 deletion(-) create mode 100644 docs/assets/brickllm_logo2.png diff --git a/README.md b/README.md index 822c355..2136491 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,92 @@

- BrickLLM + BrickLLM

+# BrickLLM + +BrickLLM is a Python library for generating RDF files following the BrickSchema ontology using Large Language Models (LLMs). + +## Features + +- Generate BrickSchema-compliant RDF files from natural language descriptions of buildings and facilities +- Support for multiple LLM providers (OpenAI, Anthropic, Fireworks) +- Customizable graph execution with LangGraph +- Easy-to-use API for integrating with existing projects + +## Installation + +You can install BrickLLM using pip: + +``` bash +pip install brickllm +``` + +## Quick Start + +Here's a simple example of how to use BrickLLM: + +``` python +from brickllm.graphs import BrickSchemaGraph + +# Specify the building description +building_description = """ +I have a building located in Bolzano. +It has 3 floors and each floor has 1 office. +There are 2 rooms in each office and each room has three sensors: +- Temperature sensor; +- Humidity sensor; +- CO sensor. +""" + +# Create an instance of BrickSchemaGraph +brick_graph = BrickSchemaGraph(model="openai") + +# Run the graph +result = brick_graph.run(prompt=building_description, stream=False) + +# Print the result +print(result) + +# Save the TTL output to a file +ttl_output = result.get('ttl_output', None) +if ttl_output: + with open('output.ttl', 'w') as f: + f.write(ttl_output) +``` + +## Using Custom LLM Models + +BrickLLM supports using custom LLM models. Here's an example using OpenAI's GPT-4o: + +``` python +from brickllm.graphs import BrickSchemaGraph +from langchain_openai import ChatOpenAI + +custom_model = ChatOpenAI(temperature=0, model="gpt-4o") +brick_graph = BrickSchemaGraph(model=custom_model) + +result = brick_graph.run(prompt=building_description, stream=False) +``` + +## Documentation + +For more detailed information on how to use BrickLLM, please refer to our [documentation](https://brickllm.com/docs). + +## Contributing + +We welcome contributions to BrickLLM! Please see our [contributing guidelines](CONTRIBUTING.md) for more information. + +## License + +BrickLLM is released under the MIT License. See the [LICENSE](LICENSE) file for details. + +## Contact + +For any questions or support, please contact: + +- Marco Perini +- Daniele Antonucci + +## Acknowledgements + +BrickLLM is developed and maintained by the Energy Efficiency in Buildings group at EURAC Research. \ No newline at end of file diff --git a/docs/assets/brickllm_logo2.png b/docs/assets/brickllm_logo2.png new file mode 100644 index 0000000000000000000000000000000000000000..a0088fce06e631125d6a5d9075d08f7a584da542 GIT binary patch literal 390259 zcmZ5{3p~^N|G!Qroi6H>BSkn}q==IHy(?v*+%H2VmyEg0T|+sDLMivlLJTv~FvCc0 zg^jsv*yftK%qB51X8(`#{rykJ+2g_3=e_sm^?JWwujlLee!X6w*gM7sLVLyb3J3@Y z-MV?*R6t-4K|o+<#BYMYCljMznt`_+FjIr80%gSGv%o*Ux?VB5A|OzaxNqbBF5v$? z-ZyPv0s@ylZvE^y`_PsuAiyuUb^VHYki$GL&<{*`vamLX#wmF*h_@SUFlX@TbuP6? zyOXh5J8wA;r8p1yx=qhl!&%i-Ru9Vq%L+((cq8eV#pf4)nmS)U-1X~kzx;XUM%ApWZdvn1d zeu3XyEw9OpFfkO zrDA_CvZiHrP)%5=!hj(4VP#2)ba!$sDtzq!&%5;=f$9#BC6SgEty8nRzRX(B|7wCP 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zs61eJ(C>{QbxF(TG?=CQZs%RVpq~g6&3dkvW^{_Lr3vM@lvX39)=O(;Y-E`W_?8FP zPKL)QTo3B(s6397av$++2D<44n8A~zhFE$IfyJ!uaDg!YLKT1z7Kv0^2NT_`M3))qTo9E$jGo**l5TdUDUZcUmo{T%jOWjg^H{F_?f&w60t_K!vp^dIgu nLqZ1MpKw#6b;kn(L$uzLZ+iKG$sc#bt9#kR;sWOU&4>R7wbtS~ From ba7d15b8c7d7de88492ccd434f65349e9fdf248d Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Sun, 6 Oct 2024 18:12:24 +0200 Subject: [PATCH 05/71] Update README.md --- README.md | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 2136491..af923b4 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ BrickLLM

      -# BrickLLM +# 🧱 BrickLLM BrickLLM is a Python library for generating RDF files following the BrickSchema ontology using Large Language Models (LLMs). @@ -13,7 +13,7 @@ BrickLLM is a Python library for generating RDF files following the BrickSchema - Customizable graph execution with LangGraph - Easy-to-use API for integrating with existing projects -## Installation +## 💻 Installation You can install BrickLLM using pip: @@ -21,7 +21,7 @@ You can install BrickLLM using pip: pip install brickllm ``` -## Quick Start +## 🚀 Quick Start Here's a simple example of how to use BrickLLM: @@ -54,7 +54,8 @@ if ttl_output: f.write(ttl_output) ``` -## Using Custom LLM Models +
      +Using Custom LLM Models BrickLLM supports using custom LLM models. Here's an example using OpenAI's GPT-4o: @@ -67,16 +68,17 @@ brick_graph = BrickSchemaGraph(model=custom_model) result = brick_graph.run(prompt=building_description, stream=False) ``` +
      -## Documentation +## 📖 Documentation For more detailed information on how to use BrickLLM, please refer to our [documentation](https://brickllm.com/docs). -## Contributing +## 🤝 Contributing We welcome contributions to BrickLLM! Please see our [contributing guidelines](CONTRIBUTING.md) for more information. -## License +## 📜 License BrickLLM is released under the MIT License. See the [LICENSE](LICENSE) file for details. @@ -89,4 +91,4 @@ For any questions or support, please contact: ## Acknowledgements -BrickLLM is developed and maintained by the Energy Efficiency in Buildings group at EURAC Research. \ No newline at end of file +BrickLLM is developed and maintained by the Energy Efficiency in Buildings group at EURAC Research. From 835a6baf19fcf9ab1f7ad21d5b0d21a4c600659a Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Mon, 7 Oct 2024 11:39:55 +0200 Subject: [PATCH 06/71] feat: add validation --- brickllm/graphs/brickschema_graph.py | 25 +++++++++++++-- brickllm/nodes/validate_schema.py | 16 ++++------ brickllm/states.py | 1 + brickllm/utils/__init__.py | 6 ++-- brickllm/utils/query_brickschema.py | 36 +++++++++++++++++++++ brickllm/utils/validate_ttl.py | 48 ---------------------------- examples/example_anthropic.py | 15 ++++----- 7 files changed, 76 insertions(+), 71 deletions(-) delete mode 100644 brickllm/utils/validate_ttl.py diff --git a/brickllm/graphs/brickschema_graph.py b/brickllm/graphs/brickschema_graph.py index f0d287e..8982bf0 100644 --- a/brickllm/graphs/brickschema_graph.py +++ b/brickllm/graphs/brickschema_graph.py @@ -51,6 +51,9 @@ def __init__(self, model: Union[str, BaseChatModel] = "anthropic"): # Update the config with the model self.config = {"configurable": {"thread_id": "1"}} + # Initialize the result + self.result = None + def _compiled_graph(self): """Check if the graph is compiled and return the compiled graph.""" if self.graph is None: @@ -90,11 +93,14 @@ def run(self, prompt, stream=False): # Stream the content of the graph state at each node for event in self.graph.stream(input_data, self.config, stream_mode="values"): events.append(event) + + # Store the last event as the result + self.result = events[-1] return events else: # Invoke the graph without streaming - result = self.graph.invoke(input_data, self.config) - return result + self.result = self.graph.invoke(input_data, self.config) + return self.result def get_state_snapshots(self) -> list: """Get all the state snapshots from the graph execution.""" @@ -103,4 +109,17 @@ def get_state_snapshots(self) -> list: for state in self.graph.get_state_history(self.config): all_states.append(state) - return all_states \ No newline at end of file + return all_states + + def save_ttl_output(self, output_file="brick_schema_output.ttl"): + """Save the TTL output to a file.""" + if self.result is None: + raise ValueError("No result found. Please run the graph first.") + + ttl_output = self.result.get('ttl_output', None) + + if ttl_output: + with open(output_file, 'w') as f: + f.write(ttl_output) + else: + raise ValueError("No TTL output found in the result. Please run the graph with a valid prompt.") \ No newline at end of file diff --git a/brickllm/nodes/validate_schema.py b/brickllm/nodes/validate_schema.py index 4b8a7fb..d830223 100644 --- a/brickllm/nodes/validate_schema.py +++ b/brickllm/nodes/validate_schema.py @@ -1,17 +1,15 @@ -import random - from .. import State +from ..utils import validate_ttl def validate_schema(state: State): print("---Validate Schema Node---") - # ttl_output = state["ttl_output"] - - # Validate the schema - if random.random() < 0.5: + ttl_output = state.get("ttl_output", None) - # 50% of the time, we return Node 2 - return {"is_valid": True} + if ttl_output is None: + return {"is_valid": False, "validation_report": "Empty TTL output."} + + is_valid, report = validate_ttl(ttl_output) - return {"is_valid": False} \ No newline at end of file + return {"is_valid": is_valid, "validation_report": report} \ No newline at end of file diff --git a/brickllm/states.py b/brickllm/states.py index 5b5e897..8cba4c5 100644 --- a/brickllm/states.py +++ b/brickllm/states.py @@ -11,6 +11,7 @@ class State(TypedDict): # rel_tree: Dict[str, Any] sensors_dict: Dict[str, List[str]] is_valid: bool + validation_report: str validation_max_iter: int uuid_dict: Dict[str, Any] ttl_output: str diff --git a/brickllm/utils/__init__.py b/brickllm/utils/__init__.py index 792f499..0bc7ffe 100644 --- a/brickllm/utils/__init__.py +++ b/brickllm/utils/__init__.py @@ -19,7 +19,8 @@ query_subclass, query_properties, iterative_subclasses, - general_query + general_query, + validate_ttl ) __all__ = [ @@ -40,7 +41,8 @@ 'query_subclass', 'query_properties', 'iterative_subclasses', - 'general_query' + 'general_query', + 'validate_ttl' ] diff --git a/brickllm/utils/query_brickschema.py b/brickllm/utils/query_brickschema.py index c421648..e82a947 100644 --- a/brickllm/utils/query_brickschema.py +++ b/brickllm/utils/query_brickschema.py @@ -2,6 +2,7 @@ import re from rdflib import Graph, URIRef, Namespace import pkg_resources +import pyshacl # Path to the Brick schema Turtle file brick_ttl_path = pkg_resources.resource_filename(__name__, os.path.join('..', 'ontologies', 'Brick.ttl')) @@ -96,3 +97,38 @@ def general_query(element): return {'property': relationships} +def validate_ttl(ttl_file: str, method: str = "pyshacl"): + """ + Validate the ttl file using the specified method. + + Args: + ttl_file (str): The ttl file to validate. + method (str): The method to use for validation. Default is 'pyshacl'. + + Returns: + bool: True if the validation is successful, False otherwise. + str: The validation report. + """ + + # Load the ttl file + output_graph = Graph() + try: + output_graph.parse(ttl_file, format='ttl') + except Exception as e: + return False, f"Failed to parse the TTL file. Content: {e}" + + if method == "pyshacl": + valid, results_graph, report = pyshacl.validate(output_graph, + shacl_graph=g, + ont_graph=g, + inference='rdfs', + abort_on_first=False, + allow_infos=False, + allow_warnings=False, + meta_shacl=False, + advanced=False, + js=False, + debug=False) + return valid, report + else: + return False, "Method not found" \ No newline at end of file diff --git a/brickllm/utils/validate_ttl.py b/brickllm/utils/validate_ttl.py deleted file mode 100644 index e075b7b..0000000 --- a/brickllm/utils/validate_ttl.py +++ /dev/null @@ -1,48 +0,0 @@ -""" -https://github.com/baeda-polito/portable-app-framework/blob/main/src/portable_app_framework/utils/util_qualify.py -""" - -import os -from rdflib import Graph -import pyshacl -from logging import getLogger - -logger = getLogger(__name__) - - -class BasicValidationInterface: - """ - This class is used to validate a graph using the Brick basic validation as described here: - https://github.com/gtfierro/shapes/blob/main/verify.py - """ - - def __init__(self, graph: Graph): - # use the wrapper BrickGraph to initialize the graph - self.graph = graph - self.graph.parse(os.path.join(os.path.dirname(__file__), "..", "libraries", "Brick-nightly.ttl"), format='ttl') - - def validate(self) -> bool: - """ - Validate the graph - :return: print the validation report - """ - # validate - valid, results_graph, report = pyshacl.validate(self.graph, - shacl_graph=self.graph, - ont_graph=self.graph, - inference='rdfs', - abort_on_first=False, - allow_infos=False, - allow_warnings=False, - meta_shacl=False, - advanced=False, - js=False, - debug=False) - - logger.debug(f"[Brick] Is valid? {valid}") - if not valid: - print("-" * 79) - print(report) - print("-" * 79) - - return valid \ No newline at end of file diff --git a/examples/example_anthropic.py b/examples/example_anthropic.py index 5a06ab4..58f599d 100644 --- a/examples/example_anthropic.py +++ b/examples/example_anthropic.py @@ -1,6 +1,5 @@ from brickllm.graphs import BrickSchemaGraph -# Specify the user prompt building_description = """ I have a building located in Bolzano. It has 3 floors and each floor has 1 office. @@ -13,16 +12,14 @@ # Create an instance of BrickSchemaGraph with a predefined provider brick_graph = BrickSchemaGraph(model="anthropic") +# Display the graph structure +brick_graph.display() + # Run the graph result = brick_graph.run(prompt=building_description, stream=False) +# Print the result print(result) -print(result.get('elem_hierarchy', None)) - -ttl_output = result.get('ttl_output', None) -# Save the output to a file -if ttl_output: - print(ttl_output) - with open('output.ttl', 'w') as f: - f.write(ttl_output) \ No newline at end of file +# save the result to a file +brick_graph.save_ttl_output("my_building.ttl") \ No newline at end of file From 3911bd900120a49dd1a8c34e0eb36964544442ac Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Mon, 7 Oct 2024 11:45:36 +0200 Subject: [PATCH 07/71] fix: moved env variable loading inside class --- brickllm/graphs/brickschema_graph.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/brickllm/graphs/brickschema_graph.py b/brickllm/graphs/brickschema_graph.py index 8982bf0..d516aeb 100644 --- a/brickllm/graphs/brickschema_graph.py +++ b/brickllm/graphs/brickschema_graph.py @@ -1,4 +1,7 @@ from typing import Union +from dotenv import load_dotenv +from PIL import Image +import os from langchain.chat_models.base import BaseChatModel from langgraph.graph import START, END, StateGraph @@ -8,16 +11,15 @@ schema_to_ttl, validate_schema, get_sensors ) from ..edges import validate_condition -from PIL import Image -import os from ..helpers.llm_models import _get_model -from dotenv import load_dotenv -load_dotenv() - class BrickSchemaGraph: def __init__(self, model: Union[str, BaseChatModel] = "anthropic"): """Initialize the StateGraph object and build the graph.""" + + # Load environment variables + load_dotenv() + # Define a new graph self.workflow = StateGraph(State, config_schema=GraphConfig) From 85074cc43697ee8f05e53c75e4b860bd5f894fff Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Mon, 7 Oct 2024 11:48:22 +0200 Subject: [PATCH 08/71] docs: modified custom example --- brickllm/graphs/brickschema_graph.py | 2 +- examples/example_custom_llm.py | 14 ++++++-------- 2 files changed, 7 insertions(+), 9 deletions(-) diff --git a/brickllm/graphs/brickschema_graph.py b/brickllm/graphs/brickschema_graph.py index d516aeb..71881a7 100644 --- a/brickllm/graphs/brickschema_graph.py +++ b/brickllm/graphs/brickschema_graph.py @@ -14,7 +14,7 @@ from ..helpers.llm_models import _get_model class BrickSchemaGraph: - def __init__(self, model: Union[str, BaseChatModel] = "anthropic"): + def __init__(self, model: Union[str, BaseChatModel] = "openai"): """Initialize the StateGraph object and build the graph.""" # Load environment variables diff --git a/examples/example_custom_llm.py b/examples/example_custom_llm.py index e8e98a9..2955436 100644 --- a/examples/example_custom_llm.py +++ b/examples/example_custom_llm.py @@ -15,16 +15,14 @@ custom_model = ChatOpenAI(temperature=0, model="gpt-3.5-turbo") brick_graph = BrickSchemaGraph(model=custom_model) +# Display the graph structure +brick_graph.display() + # Run the graph with the custom model result = brick_graph.run(prompt=building_description, stream=False) +# Print the result print(result) -print(result.get('elem_hierarchy', None)) - -ttl_output = result.get('ttl_output', None) -# Save the output to a file -if ttl_output: - print(ttl_output) - with open('output_custom.ttl', 'w') as f: - f.write(ttl_output) \ No newline at end of file +# save the result to a file +brick_graph.save_ttl_output("my_building_custom.ttl") \ No newline at end of file From eaa1c03fe6641d4d12a0cc6e53c2061c34eccda4 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Mon, 7 Oct 2024 12:13:26 +0200 Subject: [PATCH 09/71] fix: fixed how we pass llm in graph --- brickllm/graphs/brickschema_graph.py | 6 +----- brickllm/helpers/llm_models.py | 6 +++++- brickllm/nodes/get_elem_children.py | 4 +--- brickllm/nodes/get_elements.py | 5 ++--- brickllm/nodes/get_relationships.py | 5 ++--- brickllm/nodes/schema_to_ttl.py | 5 ++--- examples/example_custom_llm.py | 6 +++++- 7 files changed, 18 insertions(+), 19 deletions(-) diff --git a/brickllm/graphs/brickschema_graph.py b/brickllm/graphs/brickschema_graph.py index 71881a7..4af0160 100644 --- a/brickllm/graphs/brickschema_graph.py +++ b/brickllm/graphs/brickschema_graph.py @@ -1,5 +1,4 @@ from typing import Union -from dotenv import load_dotenv from PIL import Image import os @@ -17,9 +16,6 @@ class BrickSchemaGraph: def __init__(self, model: Union[str, BaseChatModel] = "openai"): """Initialize the StateGraph object and build the graph.""" - # Load environment variables - load_dotenv() - # Define a new graph self.workflow = StateGraph(State, config_schema=GraphConfig) @@ -51,7 +47,7 @@ def __init__(self, model: Union[str, BaseChatModel] = "openai"): raise ValueError(f"Failed to compile the graph: {e}") # Update the config with the model - self.config = {"configurable": {"thread_id": "1"}} + self.config = {"configurable": {"thread_id": "1", "llm_model": self.model}} # Initialize the result self.result = None diff --git a/brickllm/helpers/llm_models.py b/brickllm/helpers/llm_models.py index c75fce2..0aa655f 100644 --- a/brickllm/helpers/llm_models.py +++ b/brickllm/helpers/llm_models.py @@ -1,15 +1,19 @@ -from functools import lru_cache from typing import Union +from dotenv import load_dotenv from langchain_anthropic import ChatAnthropic from langchain_openai import ChatOpenAI from langchain_fireworks import ChatFireworks from langchain.chat_models.base import BaseChatModel + def _get_model(model: Union[str, BaseChatModel]): if isinstance(model, BaseChatModel): return model + # Load environment variables + load_dotenv() + if model == "openai": return ChatOpenAI(temperature=0, model="gpt-4o") elif model == "anthropic": diff --git a/brickllm/nodes/get_elem_children.py b/brickllm/nodes/get_elem_children.py index e55bb2c..7dd302c 100644 --- a/brickllm/nodes/get_elem_children.py +++ b/brickllm/nodes/get_elem_children.py @@ -3,7 +3,6 @@ from .. import State, ElemListSchema from ..helpers import get_elem_children_instructions from ..utils import get_children_hierarchy, create_hierarchical_dict, filter_elements -from ..helpers import _get_model def get_elem_children(state: State, config): @@ -19,8 +18,7 @@ def get_elem_children(state: State, config): category_dict[category] = children_string # Get the model name from the config - model_name = config.get('configurable', {}).get("model_name", "fireworks") - llm = _get_model(model_name) + llm = config.get("configurable", {}).get("llm_model") # Enforce structured output structured_llm = llm.with_structured_output(ElemListSchema) diff --git a/brickllm/nodes/get_elements.py b/brickllm/nodes/get_elements.py index 3d64e0b..0f12343 100644 --- a/brickllm/nodes/get_elements.py +++ b/brickllm/nodes/get_elements.py @@ -1,7 +1,7 @@ from langchain_core.messages import HumanMessage, SystemMessage from .. import State, ElemListSchema -from ..helpers import get_elem_instructions, _get_model +from ..helpers import get_elem_instructions from ..utils import get_hierarchical_info, get_brick_definition @@ -26,8 +26,7 @@ def get_elements(state: State, config): category_dict[category] = children_dict # Get the model name from the config - model_name = config.get('configurable', {}).get("model_name", "fireworks") - llm = _get_model(model_name) + llm = config.get("configurable", {}).get("llm_model") # Enforce structured output structured_llm = llm.with_structured_output(ElemListSchema) diff --git a/brickllm/nodes/get_relationships.py b/brickllm/nodes/get_relationships.py index b24a0fe..d1058f0 100644 --- a/brickllm/nodes/get_relationships.py +++ b/brickllm/nodes/get_relationships.py @@ -5,7 +5,7 @@ from langchain_core.messages import HumanMessage, SystemMessage from .. import State, RelationshipsSchema -from ..helpers import get_relationships_instructions, _get_model +from ..helpers import get_relationships_instructions from ..utils import build_hierarchy, find_sensor_paths @@ -19,8 +19,7 @@ def get_relationships(state: State, config): building_structure_json = json.dumps(building_structure, indent=2) # Get the model name from the config - model_name = config.get('configurable', {}).get("model_name", "fireworks") - llm = _get_model(model_name) + llm = config.get("configurable", {}).get("llm_model") # Enforce structured output structured_llm = llm.with_structured_output(RelationshipsSchema) diff --git a/brickllm/nodes/schema_to_ttl.py b/brickllm/nodes/schema_to_ttl.py index c4203a5..d27671f 100644 --- a/brickllm/nodes/schema_to_ttl.py +++ b/brickllm/nodes/schema_to_ttl.py @@ -3,7 +3,7 @@ from langchain_core.messages import HumanMessage, SystemMessage from .. import State, TTLSchema -from ..helpers import schema_to_ttl_instructions, ttl_example, _get_model +from ..helpers import schema_to_ttl_instructions, ttl_example def schema_to_ttl(state: State, config): @@ -17,8 +17,7 @@ def schema_to_ttl(state: State, config): elem_hierarchy_json = json.dumps(elem_hierarchy, indent=2) # Get the model name from the config - model_name = config.get('configurable', {}).get("model_name", "fireworks") - llm = _get_model(model_name) + llm = config.get("configurable", {}).get("llm_model") # Enforce structured output structured_llm = llm.with_structured_output(TTLSchema) diff --git a/examples/example_custom_llm.py b/examples/example_custom_llm.py index 2955436..6c880b6 100644 --- a/examples/example_custom_llm.py +++ b/examples/example_custom_llm.py @@ -1,5 +1,9 @@ from brickllm.graphs import BrickSchemaGraph from langchain_openai import ChatOpenAI +from dotenv import load_dotenv + +# Load environment variables +load_dotenv() # Specify the user prompt building_description = """ @@ -12,7 +16,7 @@ """ # Create an instance of BrickSchemaGraph with a custom model -custom_model = ChatOpenAI(temperature=0, model="gpt-3.5-turbo") +custom_model = ChatOpenAI(temperature=0, model="gpt-4o") brick_graph = BrickSchemaGraph(model=custom_model) # Display the graph structure From eac5cd617dec77af76e497f5a2b879cb729a8259 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Mon, 7 Oct 2024 13:01:07 +0200 Subject: [PATCH 10/71] fix: problem in iteration loop --- brickllm/edges/validate_condition.py | 9 ++++----- brickllm/nodes/schema_to_ttl.py | 1 - brickllm/nodes/validate_schema.py | 7 +++++-- 3 files changed, 9 insertions(+), 8 deletions(-) diff --git a/brickllm/edges/validate_condition.py b/brickllm/edges/validate_condition.py index e233635..ff55941 100644 --- a/brickllm/edges/validate_condition.py +++ b/brickllm/edges/validate_condition.py @@ -1,14 +1,13 @@ from typing import Literal -from langgraph.graph import END +# from langgraph.graph import END def validate_condition(state) -> Literal["schema_to_ttl", "__end__"]: # Often, we will use state to decide on the next node to visit - is_valid = state.get("is_valid", False) - max_iter = state.get("validation_max_iter", 1) + is_valid = state.get("is_valid") + max_iter = state.get("validation_max_iter") if max_iter > 0 and not is_valid: - state["validation_max_iter"] = max_iter - 1 return "schema_to_ttl" - return END \ No newline at end of file + return "__end__" \ No newline at end of file diff --git a/brickllm/nodes/schema_to_ttl.py b/brickllm/nodes/schema_to_ttl.py index d27671f..44e0fcc 100644 --- a/brickllm/nodes/schema_to_ttl.py +++ b/brickllm/nodes/schema_to_ttl.py @@ -32,6 +32,5 @@ def schema_to_ttl(state: State, config): # Generate question answer = structured_llm.invoke([SystemMessage(content=system_message)]+[HumanMessage(content="Generate the TTL.")]) - print(answer.ttl_output) return {"ttl_output": answer.ttl_output} \ No newline at end of file diff --git a/brickllm/nodes/validate_schema.py b/brickllm/nodes/validate_schema.py index d830223..1c2e0e3 100644 --- a/brickllm/nodes/validate_schema.py +++ b/brickllm/nodes/validate_schema.py @@ -6,10 +6,13 @@ def validate_schema(state: State): print("---Validate Schema Node---") ttl_output = state.get("ttl_output", None) + max_iter = state.get("validation_max_iter", 2) + + max_iter -= 1 if ttl_output is None: - return {"is_valid": False, "validation_report": "Empty TTL output."} + return {"is_valid": False, "validation_report": "Empty TTL output.", "validation_max_iter": max_iter} is_valid, report = validate_ttl(ttl_output) - return {"is_valid": is_valid, "validation_report": report} \ No newline at end of file + return {"is_valid": is_valid, "validation_report": report, "validation_max_iter": max_iter} \ No newline at end of file From 9b067584813f64c2b39436921f6e3ada40705a4d Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Mon, 7 Oct 2024 13:16:06 +0200 Subject: [PATCH 11/71] docs: improved example --- README.md | 13 ++++++------- examples/example_anthropic.py | 2 +- 2 files changed, 7 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index af923b4..83e7d15 100644 --- a/README.md +++ b/README.md @@ -28,7 +28,6 @@ Here's a simple example of how to use BrickLLM: ``` python from brickllm.graphs import BrickSchemaGraph -# Specify the building description building_description = """ I have a building located in Bolzano. It has 3 floors and each floor has 1 office. @@ -38,20 +37,20 @@ There are 2 rooms in each office and each room has three sensors: - CO sensor. """ -# Create an instance of BrickSchemaGraph +# Create an instance of BrickSchemaGraph with a predefined provider brick_graph = BrickSchemaGraph(model="openai") +# Display the graph structure +brick_graph.display() + # Run the graph result = brick_graph.run(prompt=building_description, stream=False) # Print the result print(result) -# Save the TTL output to a file -ttl_output = result.get('ttl_output', None) -if ttl_output: - with open('output.ttl', 'w') as f: - f.write(ttl_output) +# save the result to a file +brick_graph.save_ttl_output("my_building.ttl") ```
      diff --git a/examples/example_anthropic.py b/examples/example_anthropic.py index 58f599d..0bc7eb8 100644 --- a/examples/example_anthropic.py +++ b/examples/example_anthropic.py @@ -10,7 +10,7 @@ """ # Create an instance of BrickSchemaGraph with a predefined provider -brick_graph = BrickSchemaGraph(model="anthropic") +brick_graph = BrickSchemaGraph(model="openai") # Display the graph structure brick_graph.display() From cede480e5ca4a720df5422ba91930b6038c0e09c Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Mon, 7 Oct 2024 15:32:43 +0200 Subject: [PATCH 12/71] docs: added all docstrings --- brickllm/compiled_graphs.py | 1 + brickllm/edges/validate_condition.py | 10 ++- brickllm/graphs/brickschema_graph.py | 8 +- brickllm/helpers/llm_models.py | 10 +++ brickllm/helpers/prompts.py | 4 + brickllm/nodes/get_elem_children.py | 10 +++ brickllm/nodes/get_elements.py | 11 +++ brickllm/nodes/get_relationships.py | 11 ++- brickllm/nodes/get_sensors.py | 9 ++ brickllm/nodes/schema_to_ttl.py | 10 +++ brickllm/nodes/validate_schema.py | 9 ++ brickllm/states.py | 2 +- brickllm/utils/get_hierarchy_info.py | 118 +++++++++++++++++++++++++-- brickllm/utils/query_brickschema.py | 71 ++++++++++++++-- 14 files changed, 270 insertions(+), 14 deletions(-) diff --git a/brickllm/compiled_graphs.py b/brickllm/compiled_graphs.py index 280f8e4..99e6da8 100644 --- a/brickllm/compiled_graphs.py +++ b/brickllm/compiled_graphs.py @@ -1,3 +1,4 @@ from .graphs import BrickSchemaGraph +# compiled graph brickschema_graph = BrickSchemaGraph()._compiled_graph() \ No newline at end of file diff --git a/brickllm/edges/validate_condition.py b/brickllm/edges/validate_condition.py index ff55941..126c304 100644 --- a/brickllm/edges/validate_condition.py +++ b/brickllm/edges/validate_condition.py @@ -2,8 +2,16 @@ # from langgraph.graph import END def validate_condition(state) -> Literal["schema_to_ttl", "__end__"]: + """ + Validate the condition for the next node to visit. - # Often, we will use state to decide on the next node to visit + Args: + state (State): The current state containing the validation result. + + Returns: + Literal["schema_to_ttl", "__end__"]: The next node to visit. + """ + is_valid = state.get("is_valid") max_iter = state.get("validation_max_iter") diff --git a/brickllm/graphs/brickschema_graph.py b/brickllm/graphs/brickschema_graph.py index 4af0160..0e59d68 100644 --- a/brickllm/graphs/brickschema_graph.py +++ b/brickllm/graphs/brickschema_graph.py @@ -12,9 +12,15 @@ from ..edges import validate_condition from ..helpers.llm_models import _get_model + class BrickSchemaGraph: def __init__(self, model: Union[str, BaseChatModel] = "openai"): - """Initialize the StateGraph object and build the graph.""" + """ + Initialize the StateGraph object and build the graph. + + Args: + model (Union[str, BaseChatModel]): The model type as a string or an instance of BaseChatModel. + """ # Define a new graph self.workflow = StateGraph(State, config_schema=GraphConfig) diff --git a/brickllm/helpers/llm_models.py b/brickllm/helpers/llm_models.py index 0aa655f..fb502f5 100644 --- a/brickllm/helpers/llm_models.py +++ b/brickllm/helpers/llm_models.py @@ -8,6 +8,16 @@ def _get_model(model: Union[str, BaseChatModel]): + """ + Get the LLM model based on the provided model type. + + Args: + model (Union[str, BaseChatModel]): The model type as a string or an instance of BaseChatModel. + + Returns: + BaseChatModel: The LLM model instance. + """ + if isinstance(model, BaseChatModel): return model diff --git a/brickllm/helpers/prompts.py b/brickllm/helpers/prompts.py index 49082a5..3dbba20 100644 --- a/brickllm/helpers/prompts.py +++ b/brickllm/helpers/prompts.py @@ -1,3 +1,7 @@ +""" +Module containing the prompts used for the LLM models +""" + get_elem_instructions = """ You are a BrickSchema ontology expert and you are provided with a user prompt which describes a building or facility.\n You are provided with a list of common elements that can be used to describe a building or facility.\n diff --git a/brickllm/nodes/get_elem_children.py b/brickllm/nodes/get_elem_children.py index 7dd302c..6abf3ab 100644 --- a/brickllm/nodes/get_elem_children.py +++ b/brickllm/nodes/get_elem_children.py @@ -6,6 +6,16 @@ def get_elem_children(state: State, config): + """ + Identify child elements for each category in the element list using a language model. + + Args: + state (State): The current state containing the user prompt and element list. + config (dict): Configuration dictionary containing the language model. + + Returns: + dict: A dictionary containing the hierarchical structure of identified elements. + """ print("---Get Elem Children Node---") user_prompt = state["user_prompt"] diff --git a/brickllm/nodes/get_elements.py b/brickllm/nodes/get_elements.py index 0f12343..e5f056f 100644 --- a/brickllm/nodes/get_elements.py +++ b/brickllm/nodes/get_elements.py @@ -6,6 +6,17 @@ def get_elements(state: State, config): + """ + Process the user prompt to identify elements within specified categories + using a language model. + + Args: + state (State): The current state containing the user prompt. + config (dict): Configuration dictionary containing the language model. + + Returns: + dict: A dictionary containing the list of identified elements. + """ print("---Get Elements Node---") user_prompt = state["user_prompt"] diff --git a/brickllm/nodes/get_relationships.py b/brickllm/nodes/get_relationships.py index d1058f0..2c18439 100644 --- a/brickllm/nodes/get_relationships.py +++ b/brickllm/nodes/get_relationships.py @@ -1,4 +1,3 @@ - import json from collections import defaultdict @@ -10,6 +9,16 @@ def get_relationships(state: State, config): + """ + Determine relationships between building components using a language model. + + Args: + state (State): The current state containing the user prompt and element hierarchy. + config (dict): Configuration dictionary containing the language model. + + Returns: + dict: A dictionary containing the grouped sensor paths. + """ print("---Get Relationships Node---") user_prompt = state["user_prompt"] diff --git a/brickllm/nodes/get_sensors.py b/brickllm/nodes/get_sensors.py index 2f550f7..2253e43 100644 --- a/brickllm/nodes/get_sensors.py +++ b/brickllm/nodes/get_sensors.py @@ -2,6 +2,15 @@ def get_sensors(state: State): + """ + Retrieve sensor information for the building structure. + + Args: + state (State): The current state. + + Returns: + dict: A dictionary containing sensor UUIDs mapped to their locations. + """ print("---Get Sensor Node---") uuid_dict = { diff --git a/brickllm/nodes/schema_to_ttl.py b/brickllm/nodes/schema_to_ttl.py index 44e0fcc..0715174 100644 --- a/brickllm/nodes/schema_to_ttl.py +++ b/brickllm/nodes/schema_to_ttl.py @@ -7,6 +7,16 @@ def schema_to_ttl(state: State, config): + """ + Generate a TTL (Turtle) script from the building description and component hierarchy. + + Args: + state (State): The current state containing the user prompt, sensors, and element hierarchy. + config (dict): Configuration dictionary containing the language model. + + Returns: + dict: A dictionary containing the generated TTL output. + """ print("---Schema To TTL Node---") user_prompt = state["user_prompt"] diff --git a/brickllm/nodes/validate_schema.py b/brickllm/nodes/validate_schema.py index 1c2e0e3..4c77bb2 100644 --- a/brickllm/nodes/validate_schema.py +++ b/brickllm/nodes/validate_schema.py @@ -3,6 +3,15 @@ def validate_schema(state: State): + """ + Validate the generated TTL output against the BrickSchema. + + Args: + state (State): The current state containing the TTL output and validation parameters. + + Returns: + dict: A dictionary containing the validation status and report. + """ print("---Validate Schema Node---") ttl_output = state.get("ttl_output", None) diff --git a/brickllm/states.py b/brickllm/states.py index 8cba4c5..457b794 100644 --- a/brickllm/states.py +++ b/brickllm/states.py @@ -1,7 +1,7 @@ from typing import Any, List, Dict from typing_extensions import TypedDict -# graph state +# state for BrickSchemaGraph class class State(TypedDict): user_prompt: str elem_list: List[str] diff --git a/brickllm/utils/get_hierarchy_info.py b/brickllm/utils/get_hierarchy_info.py index b5ce41d..9f1f57a 100644 --- a/brickllm/utils/get_hierarchy_info.py +++ b/brickllm/utils/get_hierarchy_info.py @@ -15,6 +15,17 @@ # Function to recursively find parents def find_parents(current_data, target, parents=None): + """ + Recursively find the parent nodes of a target node in a hierarchical data structure. + + Args: + current_data (dict): The current level of the hierarchy to search. + target (str): The target node to find parents for. + parents (list, optional): Accumulated list of parent nodes. Defaults to None. + + Returns: + tuple: A tuple containing a boolean indicating if the target was found and a list of parent nodes. + """ if parents is None: parents = [] for key, value in current_data.items(): @@ -28,6 +39,16 @@ def find_parents(current_data, target, parents=None): # Function to get the children of a node def get_children(current_data, target): + """ + Get the children of a target node in a hierarchical data structure. + + Args: + current_data (dict): The current level of the hierarchy to search. + target (str): The target node to find children for. + + Returns: + list: A list of child nodes. + """ if target in current_data: return list(current_data[target].keys()) for key, value in current_data.items(): @@ -39,6 +60,17 @@ def get_children(current_data, target): # Function to flatten the hierarchy def flatten_hierarchy(current_data, parent=None, result=None): + """ + Flatten a hierarchical data structure into a list of parent-child tuples. + + Args: + current_data (dict): The current level of the hierarchy to flatten. + parent (str, optional): The parent node. Defaults to None. + result (list, optional): Accumulated list of parent-child tuples. Defaults to None. + + Returns: + list: A list of tuples representing parent-child relationships. + """ if result is None: result = [] for key, value in current_data.items(): @@ -50,6 +82,15 @@ def flatten_hierarchy(current_data, parent=None, result=None): # Main function to get hierarchy info def get_hierarchical_info(key): + """ + Get the hierarchical information of a node, including its parents and children. + + Args: + key (str): The target node to get information for. + + Returns: + tuple: A tuple containing a list of parent nodes and a list of child nodes. + """ # Get parents found, parents = find_parents(data, key) # Get children @@ -58,6 +99,16 @@ def get_hierarchical_info(key): # Function to recursively get all children and subchildren def get_all_subchildren(current_data, target): + """ + Recursively get all children and subchildren of a target node. + + Args: + current_data (dict): The current level of the hierarchy to search. + target (str): The target node to find children for. + + Returns: + dict: A dictionary representing the subtree of the target node. + """ if target in current_data: return current_data[target] for key, value in current_data.items(): @@ -69,12 +120,31 @@ def get_all_subchildren(current_data, target): # Main function to get hierarchy dictionary def get_children_hierarchy(key, flatten=False): + """ + Get the hierarchy of children for a target node, optionally flattening the result. + + Args: + key (str): The target node to get children for. + flatten (bool, optional): Whether to flatten the hierarchy. Defaults to False. + + Returns: + dict or list: A dictionary representing the hierarchy or a list of parent-child tuples if flattened. + """ if flatten: return flatten_hierarchy(get_all_subchildren(data, key)) return get_all_subchildren(data, key) # Function to filter elements based on the given conditions def filter_elements(elements): + """ + Filter elements based on their hierarchical relationships. + + Args: + elements (list): A list of elements to filter. + + Returns: + list: A list of filtered elements. + """ elements_info = {element: get_hierarchical_info(element) for element in elements} filtered_elements = [] @@ -91,6 +161,16 @@ def filter_elements(elements): return filtered_elements def create_hierarchical_dict(elements, properties=False): + """ + Create a hierarchical dictionary from a list of elements, optionally including properties. + + Args: + elements (list): A list of elements to include in the hierarchy. + properties (bool, optional): Whether to include properties in the hierarchy. Defaults to False. + + Returns: + dict: A dictionary representing the hierarchical structure. + """ hierarchy = {} for category in elements: @@ -119,6 +199,16 @@ def create_hierarchical_dict(elements, properties=False): return hierarchy def find_sensor_paths(tree, path=None): + """ + Find paths to sensor nodes in a hierarchical tree structure. + + Args: + tree (dict): The hierarchical tree structure. + path (list, optional): Accumulated path to the current node. Defaults to None. + + Returns: + list: A list of dictionaries containing sensor names and their paths. + """ if path is None: path = [] @@ -136,6 +226,15 @@ def find_sensor_paths(tree, path=None): return sensor_paths def build_hierarchy(relationships): + """ + Build a hierarchical tree structure from a list of parent-child relationships. + + Args: + relationships (list): A list of tuples representing parent-child relationships. + + Returns: + dict: A dictionary representing the hierarchical tree structure. + """ # Helper function to recursively build the tree structure def build_tree(node, tree_dict): return {'name': node, 'children': [build_tree(child, tree_dict) for child in tree_dict[node]]} if tree_dict[node] else {'name': node} @@ -157,8 +256,17 @@ def build_tree(node, tree_dict): return hierarchy def extract_ttl_content(input_string: str) -> str: - # Use regex to match content between ```python and ``` - match = re.search(r"```code\s*(.*?)\s*```", input_string, re.DOTALL) - if match: - return match.group(1).strip() - return "" + """ + Extract content between code block markers in a string. + + Args: + input_string (str): The input string containing code blocks. + + Returns: + str: The extracted content between the code block markers. + """ + # Use regex to match content between ```python and ``` + match = re.search(r"```code\s*(.*?)\s*```", input_string, re.DOTALL) + if match: + return match.group(1).strip() + return "" \ No newline at end of file diff --git a/brickllm/utils/query_brickschema.py b/brickllm/utils/query_brickschema.py index e82a947..f2006e2 100644 --- a/brickllm/utils/query_brickschema.py +++ b/brickllm/utils/query_brickschema.py @@ -17,6 +17,15 @@ # Function to get the definition from the TTL file def get_brick_definition(element_name: str) -> str: + """ + Get the definition of an element from the Brick schema Turtle file. + + Args: + element_name (str): The name of the element to get the definition for. + + Returns: + str: The definition of the element, or "No definition available" if not found. + """ normalized_key = element_name.replace('_', '').lower() for prefix, namespace in namespaces.items(): uri = namespace[element_name] @@ -29,6 +38,15 @@ def get_brick_definition(element_name: str) -> str: # Function to get the query result without using pandas def get_query_result(query): + """ + Execute a SPARQL query on the Brick schema graph and return the results. + + Args: + query (str): The SPARQL query to execute. + + Returns: + list: A list of dictionaries representing the query results. + """ result = g.query(query) # Convert the result to a list of dictionaries where keys are the variable names query_vars = list(result.vars) @@ -44,14 +62,41 @@ def get_query_result(query): # Function to clean the result, extracting the needed part of the URI def clean_result(data): + """ + Extract the relevant part of a URI from a list of data. + + Args: + data (list): A list of URIs to clean. + + Returns: + list: A list of extracted parts from the URIs. + """ return [re.findall(r'#(\w+)', value)[0] for value in data if re.findall(r'#(\w+)', value)] # Function to create a SPARQL query for subclasses def query_subclass(element): + """ + Create a SPARQL query to find subclasses of a given element. + + Args: + element (str): The element to find subclasses for. + + Returns: + str: The SPARQL query string. + """ return f"SELECT ?subclass WHERE {{ brick:{element} rdfs:subClassOf ?subclass . }}" # Function to create a SPARQL query for properties def query_properties(element): + """ + Create a SPARQL query to find properties of a given element. + + Args: + element (str): The element to find properties for. + + Returns: + str: The SPARQL query string. + """ return f""" SELECT ?property ?message ?path ?class WHERE {{ brick:{element} sh:property ?property . @@ -63,6 +108,15 @@ def query_properties(element): # Function to iteratively find subclasses def iterative_subclasses(element): + """ + Iteratively find all subclasses of a given element. + + Args: + element (str): The element to find subclasses for. + + Returns: + list: A list of subclasses. + """ subclasses = [] sub_class_data = get_query_result(query_subclass(element)) subClass = clean_result([row['subclass'] for row in sub_class_data]) if sub_class_data else [] @@ -78,6 +132,15 @@ def iterative_subclasses(element): # General query function to retrieve properties and relationships def general_query(element): + """ + Retrieve properties and relationships for a given element. + + Args: + element (str): The element to retrieve properties and relationships for. + + Returns: + dict: A dictionary containing properties and their constraints. + """ subclasses = iterative_subclasses(element) if not subclasses: return {} @@ -99,17 +162,15 @@ def general_query(element): def validate_ttl(ttl_file: str, method: str = "pyshacl"): """ - Validate the ttl file using the specified method. + Validate a TTL file using the specified method. Args: - ttl_file (str): The ttl file to validate. + ttl_file (str): The TTL file to validate. method (str): The method to use for validation. Default is 'pyshacl'. Returns: - bool: True if the validation is successful, False otherwise. - str: The validation report. + tuple: A tuple containing a boolean indicating if the validation was successful and a validation report. """ - # Load the ttl file output_graph = Graph() try: From 25dff8b192b3ef4158a5fddca43ec82ae191ca05 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Mon, 7 Oct 2024 19:35:22 +0200 Subject: [PATCH 13/71] feat: added pre-commit and tox integration --- .env.example | 2 +- .gitignore | 3 +- .pre-commit-config.yaml | 22 +++++ brickllm/__init__.py | 4 +- brickllm/compiled_graphs.py | 2 +- brickllm/configs.py | 6 +- brickllm/edges/__init__.py | 1 - brickllm/edges/validate_condition.py | 6 +- brickllm/graphs/__init__.py | 2 +- brickllm/graphs/brickschema_graph.py | 67 +++++++++------ brickllm/helpers/__init__.py | 4 +- brickllm/helpers/llm_models.py | 16 ++-- brickllm/nodes/__init__.py | 2 +- brickllm/nodes/get_elem_children.py | 23 +++-- brickllm/nodes/get_elements.py | 17 ++-- brickllm/nodes/get_relationships.py | 15 ++-- brickllm/nodes/get_sensors.py | 22 ++--- brickllm/nodes/schema_to_ttl.py | 9 +- brickllm/nodes/validate_schema.py | 14 +++- brickllm/ontologies/brick_hierarchy.json | 2 +- brickllm/schemas.py | 8 +- brickllm/states.py | 4 +- brickllm/utils/__init__.py | 77 ++++++++--------- brickllm/utils/get_hierarchy_info.py | 46 +++++++--- brickllm/utils/query_brickschema.py | 102 ++++++++++++++++------- examples/example_anthropic.py | 2 +- examples/example_custom_llm.py | 7 +- langgraph.json | 2 +- pyproject.toml | 34 +++++++- tests/prova_test.py | 40 +++++++++ tox.ini | 42 ++++++++++ 31 files changed, 425 insertions(+), 178 deletions(-) create mode 100644 .pre-commit-config.yaml create mode 100644 tests/prova_test.py create mode 100644 tox.ini diff --git a/.env.example b/.env.example index 3cd5f8c..29f941a 100644 --- a/.env.example +++ b/.env.example @@ -1,3 +1,3 @@ OPENAI_API_KEY=sk-example-1234567890abcdef1234567890abcdef ANTHROPIC_API_KEY=sk-example-1234567890abcdef1234567890abcdef -FIREWORKS_API_KEY=sk-example-1234567890abcdef1234567890abcdef \ No newline at end of file +FIREWORKS_API_KEY=sk-example-1234567890abcdef1234567890abcdef diff --git a/.gitignore b/.gitignore index 1eeff0b..65892cf 100644 --- a/.gitignore +++ b/.gitignore @@ -49,6 +49,7 @@ coverage.xml *.py,cover .hypothesis/ .pytest_cache/ +.ruff_cache/ cover/ # Translations @@ -147,4 +148,4 @@ cython_debug/ # macOS .DS_Store -dev.ipynb \ No newline at end of file +dev.ipynb diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..fdaed2d --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,22 @@ +repos: + - repo: https://github.com/psf/black + rev: 24.8.0 + hooks: + - id: black + + - repo: https://github.com/charliermarsh/ruff-pre-commit + rev: v0.6.9 + hooks: + - id: ruff + + - repo: https://github.com/pycqa/isort + rev: 5.13.2 + hooks: + - id: isort + + - repo: https://github.com/pre-commit/pre-commit-hooks + rev: v4.6.0 + hooks: + - id: trailing-whitespace + - id: end-of-file-fixer + - id: check-yaml diff --git a/brickllm/__init__.py b/brickllm/__init__.py index c78cc29..43f006a 100644 --- a/brickllm/__init__.py +++ b/brickllm/__init__.py @@ -1,6 +1,6 @@ +from .configs import GraphConfig from .schemas import ElemListSchema, RelationshipsSchema, TTLSchema from .states import State -from .configs import GraphConfig __all__ = [ "ElemListSchema", @@ -8,4 +8,4 @@ "TTLSchema", "State", "GraphConfig", -] \ No newline at end of file +] diff --git a/brickllm/compiled_graphs.py b/brickllm/compiled_graphs.py index 99e6da8..662f80f 100644 --- a/brickllm/compiled_graphs.py +++ b/brickllm/compiled_graphs.py @@ -1,4 +1,4 @@ from .graphs import BrickSchemaGraph # compiled graph -brickschema_graph = BrickSchemaGraph()._compiled_graph() \ No newline at end of file +brickschema_graph = BrickSchemaGraph()._compiled_graph() diff --git a/brickllm/configs.py b/brickllm/configs.py index e861b15..5795ee2 100644 --- a/brickllm/configs.py +++ b/brickllm/configs.py @@ -1,6 +1,8 @@ -from typing import TypedDict, Literal, Union +from typing import Literal, TypedDict, Union + from langchain.chat_models.base import BaseChatModel + # Define the config class GraphConfig(TypedDict): - model: Union[Literal["anthropic", "openai", "fireworks"], BaseChatModel] \ No newline at end of file + model: Union[Literal["anthropic", "openai", "fireworks"], BaseChatModel] diff --git a/brickllm/edges/__init__.py b/brickllm/edges/__init__.py index c9e5e8a..7845954 100644 --- a/brickllm/edges/__init__.py +++ b/brickllm/edges/__init__.py @@ -1,4 +1,3 @@ from .validate_condition import validate_condition __all__ = ["validate_condition"] - diff --git a/brickllm/edges/validate_condition.py b/brickllm/edges/validate_condition.py index 126c304..d3449eb 100644 --- a/brickllm/edges/validate_condition.py +++ b/brickllm/edges/validate_condition.py @@ -1,6 +1,8 @@ from typing import Literal + # from langgraph.graph import END + def validate_condition(state) -> Literal["schema_to_ttl", "__end__"]: """ Validate the condition for the next node to visit. @@ -11,11 +13,11 @@ def validate_condition(state) -> Literal["schema_to_ttl", "__end__"]: Returns: Literal["schema_to_ttl", "__end__"]: The next node to visit. """ - + is_valid = state.get("is_valid") max_iter = state.get("validation_max_iter") if max_iter > 0 and not is_valid: return "schema_to_ttl" - return "__end__" \ No newline at end of file + return "__end__" diff --git a/brickllm/graphs/__init__.py b/brickllm/graphs/__init__.py index 2e99686..e51e77a 100644 --- a/brickllm/graphs/__init__.py +++ b/brickllm/graphs/__init__.py @@ -2,4 +2,4 @@ __all__ = [ "BrickSchemaGraph", -] \ No newline at end of file +] diff --git a/brickllm/graphs/brickschema_graph.py b/brickllm/graphs/brickschema_graph.py index 0e59d68..114b769 100644 --- a/brickllm/graphs/brickschema_graph.py +++ b/brickllm/graphs/brickschema_graph.py @@ -1,16 +1,21 @@ -from typing import Union -from PIL import Image import os +from typing import Union from langchain.chat_models.base import BaseChatModel -from langgraph.graph import START, END, StateGraph -from .. import State, GraphConfig -from ..nodes import ( - get_elements, get_elem_children, get_relationships, - schema_to_ttl, validate_schema, get_sensors -) +from langgraph.graph import END, START, StateGraph +from PIL import Image + +from .. import GraphConfig, State from ..edges import validate_condition from ..helpers.llm_models import _get_model +from ..nodes import ( + get_elem_children, + get_elements, + get_relationships, + get_sensors, + schema_to_ttl, + validate_schema, +) class BrickSchemaGraph: @@ -21,13 +26,13 @@ def __init__(self, model: Union[str, BaseChatModel] = "openai"): Args: model (Union[str, BaseChatModel]): The model type as a string or an instance of BaseChatModel. """ - + # Define a new graph self.workflow = StateGraph(State, config_schema=GraphConfig) - + # Store the model self.model = _get_model(model) - + # Build graph by adding nodes self.workflow.add_node("get_elements", get_elements) self.workflow.add_node("get_elem_children", get_elem_children) @@ -45,13 +50,13 @@ def __init__(self, model: Union[str, BaseChatModel] = "openai"): self.workflow.add_conditional_edges("validate_schema", validate_condition) self.workflow.add_edge("get_relationships", "get_sensors") self.workflow.add_edge("get_sensors", END) - + # Compile graph try: self.graph = self.workflow.compile() except Exception as e: raise ValueError(f"Failed to compile the graph: {e}") - + # Update the config with the model self.config = {"configurable": {"thread_id": "1", "llm_model": self.model}} @@ -61,18 +66,22 @@ def __init__(self, model: Union[str, BaseChatModel] = "openai"): def _compiled_graph(self): """Check if the graph is compiled and return the compiled graph.""" if self.graph is None: - raise ValueError("Graph is not compiled yet. Please compile the graph first.") + raise ValueError( + "Graph is not compiled yet. Please compile the graph first." + ) return self.graph def display(self, filename="graph.png") -> None: """Display the compiled graph as an image. - + Args: filename (str): The filename to save the graph image. """ if self.graph is None: - raise ValueError("Graph is not compiled yet. Please compile the graph first.") - + raise ValueError( + "Graph is not compiled yet. Please compile the graph first." + ) + # Save the image to the specified file self.graph.get_graph().draw_mermaid_png(output_file_path=filename) @@ -81,7 +90,9 @@ def display(self, filename="graph.png") -> None: with Image.open(filename) as img: img.show() else: - raise FileNotFoundError(f"Failed to generate the graph image file: {filename}") + raise FileNotFoundError( + f"Failed to generate the graph image file: {filename}" + ) def run(self, prompt, stream=False): """Run the graph with the given user prompt. @@ -95,9 +106,11 @@ def run(self, prompt, stream=False): if stream: events = [] # Stream the content of the graph state at each node - for event in self.graph.stream(input_data, self.config, stream_mode="values"): + for event in self.graph.stream( + input_data, self.config, stream_mode="values" + ): events.append(event) - + # Store the last event as the result self.result = events[-1] return events @@ -112,18 +125,20 @@ def get_state_snapshots(self) -> list: all_states = [] for state in self.graph.get_state_history(self.config): all_states.append(state) - + return all_states - + def save_ttl_output(self, output_file="brick_schema_output.ttl"): """Save the TTL output to a file.""" if self.result is None: raise ValueError("No result found. Please run the graph first.") - - ttl_output = self.result.get('ttl_output', None) + + ttl_output = self.result.get("ttl_output", None) if ttl_output: - with open(output_file, 'w') as f: + with open(output_file, "w") as f: f.write(ttl_output) else: - raise ValueError("No TTL output found in the result. Please run the graph with a valid prompt.") \ No newline at end of file + raise ValueError( + "No TTL output found in the result. Please run the graph with a valid prompt." + ) diff --git a/brickllm/helpers/__init__.py b/brickllm/helpers/__init__.py index 2f59ea6..c6394a8 100644 --- a/brickllm/helpers/__init__.py +++ b/brickllm/helpers/__init__.py @@ -1,7 +1,7 @@ from .llm_models import _get_model from .prompts import ( - get_elem_instructions, get_elem_children_instructions, + get_elem_instructions, get_relationships_instructions, schema_to_ttl_instructions, ttl_example, @@ -14,4 +14,4 @@ "get_relationships_instructions", "schema_to_ttl_instructions", "ttl_example", -] \ No newline at end of file +] diff --git a/brickllm/helpers/llm_models.py b/brickllm/helpers/llm_models.py index fb502f5..ddda91e 100644 --- a/brickllm/helpers/llm_models.py +++ b/brickllm/helpers/llm_models.py @@ -1,10 +1,10 @@ from typing import Union -from dotenv import load_dotenv +from dotenv import load_dotenv +from langchain.chat_models.base import BaseChatModel from langchain_anthropic import ChatAnthropic -from langchain_openai import ChatOpenAI from langchain_fireworks import ChatFireworks -from langchain.chat_models.base import BaseChatModel +from langchain_openai import ChatOpenAI def _get_model(model: Union[str, BaseChatModel]): @@ -17,10 +17,10 @@ def _get_model(model: Union[str, BaseChatModel]): Returns: BaseChatModel: The LLM model instance. """ - + if isinstance(model, BaseChatModel): return model - + # Load environment variables load_dotenv() @@ -29,6 +29,8 @@ def _get_model(model: Union[str, BaseChatModel]): elif model == "anthropic": return ChatAnthropic(temperature=0, model="claude-3-sonnet-20240229") elif model == "fireworks": - return ChatFireworks(temperature=0, model="accounts/fireworks/models/llama-v3p1-70b-instruct") + return ChatFireworks( + temperature=0, model="accounts/fireworks/models/llama-v3p1-70b-instruct" + ) else: - raise ValueError(f"Unsupported model type: {model}") \ No newline at end of file + raise ValueError(f"Unsupported model type: {model}") diff --git a/brickllm/nodes/__init__.py b/brickllm/nodes/__init__.py index 2976d00..f17bf46 100644 --- a/brickllm/nodes/__init__.py +++ b/brickllm/nodes/__init__.py @@ -12,4 +12,4 @@ "get_sensors", "schema_to_ttl", "validate_schema", -] \ No newline at end of file +] diff --git a/brickllm/nodes/get_elem_children.py b/brickllm/nodes/get_elem_children.py index 6abf3ab..5f5524d 100644 --- a/brickllm/nodes/get_elem_children.py +++ b/brickllm/nodes/get_elem_children.py @@ -1,8 +1,8 @@ from langchain_core.messages import HumanMessage, SystemMessage -from .. import State, ElemListSchema +from .. import ElemListSchema, State from ..helpers import get_elem_children_instructions -from ..utils import get_children_hierarchy, create_hierarchical_dict, filter_elements +from ..utils import create_hierarchical_dict, filter_elements, get_children_hierarchy def get_elem_children(state: State, config): @@ -24,7 +24,9 @@ def get_elem_children(state: State, config): category_dict = {} for category in categories: children_list = get_children_hierarchy(category, flatten=True) - children_string = "\n".join([f"{parent} -> {child}" for parent, child in children_list]) + children_string = "\n".join( + [f"{parent} -> {child}" for parent, child in children_list] + ) category_dict[category] = children_string # Get the model name from the config @@ -36,11 +38,16 @@ def get_elem_children(state: State, config): identified_children = [] for category in categories: # if the category is not "\n", then add the category to the prompt - if category_dict[category] != '': - # System message - system_message = get_elem_children_instructions.format(prompt=user_prompt, elements_list=category_dict[category]) + if category_dict[category] != "": + # System message + system_message = get_elem_children_instructions.format( + prompt=user_prompt, elements_list=category_dict[category] + ) # Generate question - elements = structured_llm.invoke([SystemMessage(content=system_message)]+[HumanMessage(content="Find the elements.")]) + elements = structured_llm.invoke( + [SystemMessage(content=system_message)] + + [HumanMessage(content="Find the elements.")] + ) identified_children.extend(elements.elem_list) else: identified_children.append(category) @@ -52,4 +59,4 @@ def get_elem_children(state: State, config): # create hierarchical dictionary hierarchical_dict = create_hierarchical_dict(filtered_children, properties=True) - return {"elem_hierarchy": hierarchical_dict} \ No newline at end of file + return {"elem_hierarchy": hierarchical_dict} diff --git a/brickllm/nodes/get_elements.py b/brickllm/nodes/get_elements.py index e5f056f..375e5f5 100644 --- a/brickllm/nodes/get_elements.py +++ b/brickllm/nodes/get_elements.py @@ -1,8 +1,8 @@ from langchain_core.messages import HumanMessage, SystemMessage -from .. import State, ElemListSchema +from .. import ElemListSchema, State from ..helpers import get_elem_instructions -from ..utils import get_hierarchical_info, get_brick_definition +from ..utils import get_brick_definition, get_hierarchical_info def get_elements(state: State, config): @@ -21,7 +21,7 @@ def get_elements(state: State, config): user_prompt = state["user_prompt"] - categories = ['Point', 'Equipment', 'Location', 'Collection'] + categories = ["Point", "Equipment", "Location", "Collection"] category_dict = {} # Get hierarchy info for each category @@ -43,9 +43,14 @@ def get_elements(state: State, config): structured_llm = llm.with_structured_output(ElemListSchema) # System message - system_message = get_elem_instructions.format(prompt=user_prompt, elements_dict=category_dict) + system_message = get_elem_instructions.format( + prompt=user_prompt, elements_dict=category_dict + ) # Generate question - answer = structured_llm.invoke([SystemMessage(content=system_message)]+[HumanMessage(content="Find the elements.")]) + answer = structured_llm.invoke( + [SystemMessage(content=system_message)] + + [HumanMessage(content="Find the elements.")] + ) - return {"elem_list": answer.elem_list} \ No newline at end of file + return {"elem_list": answer.elem_list} diff --git a/brickllm/nodes/get_relationships.py b/brickllm/nodes/get_relationships.py index 2c18439..2358eb3 100644 --- a/brickllm/nodes/get_relationships.py +++ b/brickllm/nodes/get_relationships.py @@ -3,7 +3,7 @@ from langchain_core.messages import HumanMessage, SystemMessage -from .. import State, RelationshipsSchema +from .. import RelationshipsSchema, State from ..helpers import get_relationships_instructions from ..utils import build_hierarchy, find_sensor_paths @@ -33,10 +33,15 @@ def get_relationships(state: State, config): # Enforce structured output structured_llm = llm.with_structured_output(RelationshipsSchema) # System message - system_message = get_relationships_instructions.format(prompt=user_prompt, building_structure=building_structure_json) + system_message = get_relationships_instructions.format( + prompt=user_prompt, building_structure=building_structure_json + ) # Generate question - answer = structured_llm.invoke([SystemMessage(content=system_message)]+[HumanMessage(content="Find the relationships.")]) + answer = structured_llm.invoke( + [SystemMessage(content=system_message)] + + [HumanMessage(content="Find the relationships.")] + ) try: tree_dict = build_hierarchy(answer.relationships) @@ -47,7 +52,7 @@ def get_relationships(state: State, config): sensor_paths = find_sensor_paths(tree_dict) grouped_sensors = defaultdict(list) for sensor in sensor_paths: - grouped_sensors[sensor['path']].append(sensor['name']) + grouped_sensors[sensor["path"]].append(sensor["name"]) grouped_sensor_dict = dict(grouped_sensors) - return {"sensors_dict": grouped_sensor_dict} \ No newline at end of file + return {"sensors_dict": grouped_sensor_dict} diff --git a/brickllm/nodes/get_sensors.py b/brickllm/nodes/get_sensors.py index 2253e43..ec5f5f2 100644 --- a/brickllm/nodes/get_sensors.py +++ b/brickllm/nodes/get_sensors.py @@ -16,23 +16,23 @@ def get_sensors(state: State): uuid_dict = { "Building#1>Floor#1>Office#1>Room#1": [ { - "name":"Temperature_Sensor#1", - "uuid":"aaaa-bbbb-cccc-dddd", + "name": "Temperature_Sensor#1", + "uuid": "aaaa-bbbb-cccc-dddd", }, { - "name":"Humidity_Sensor#1", - "uuid":"aaaa-bbbb-cccc-dddd", - } + "name": "Humidity_Sensor#1", + "uuid": "aaaa-bbbb-cccc-dddd", + }, ], "Building#1>Floor#1>Office#1>Room#2": [ { - "name":"Temperature_Sensor#2", - "uuid":"aaaa-bbbb-cccc-dddd", + "name": "Temperature_Sensor#2", + "uuid": "aaaa-bbbb-cccc-dddd", }, { - "name":"Humidity_Sensor#2", - "uuid":"aaaa-bbbb-cccc-dddd", - } + "name": "Humidity_Sensor#2", + "uuid": "aaaa-bbbb-cccc-dddd", + }, ], } - return {"uuid_dict": uuid_dict} \ No newline at end of file + return {"uuid_dict": uuid_dict} diff --git a/brickllm/nodes/schema_to_ttl.py b/brickllm/nodes/schema_to_ttl.py index 0715174..3e18cb3 100644 --- a/brickllm/nodes/schema_to_ttl.py +++ b/brickllm/nodes/schema_to_ttl.py @@ -37,10 +37,13 @@ def schema_to_ttl(state: State, config): prompt=user_prompt, sensors_dict=sensors_dict_json, elem_hierarchy=elem_hierarchy_json, - ttl_example=ttl_example + ttl_example=ttl_example, ) # Generate question - answer = structured_llm.invoke([SystemMessage(content=system_message)]+[HumanMessage(content="Generate the TTL.")]) + answer = structured_llm.invoke( + [SystemMessage(content=system_message)] + + [HumanMessage(content="Generate the TTL.")] + ) - return {"ttl_output": answer.ttl_output} \ No newline at end of file + return {"ttl_output": answer.ttl_output} diff --git a/brickllm/nodes/validate_schema.py b/brickllm/nodes/validate_schema.py index 4c77bb2..908452a 100644 --- a/brickllm/nodes/validate_schema.py +++ b/brickllm/nodes/validate_schema.py @@ -20,8 +20,16 @@ def validate_schema(state: State): max_iter -= 1 if ttl_output is None: - return {"is_valid": False, "validation_report": "Empty TTL output.", "validation_max_iter": max_iter} - + return { + "is_valid": False, + "validation_report": "Empty TTL output.", + "validation_max_iter": max_iter, + } + is_valid, report = validate_ttl(ttl_output) - return {"is_valid": is_valid, "validation_report": report, "validation_max_iter": max_iter} \ No newline at end of file + return { + "is_valid": is_valid, + "validation_report": report, + "validation_max_iter": max_iter, + } diff --git a/brickllm/ontologies/brick_hierarchy.json b/brickllm/ontologies/brick_hierarchy.json index 28b7b62..76fb8b7 100644 --- a/brickllm/ontologies/brick_hierarchy.json +++ b/brickllm/ontologies/brick_hierarchy.json @@ -486,4 +486,4 @@ "Safety_System": {} } } -} \ No newline at end of file +} diff --git a/brickllm/schemas.py b/brickllm/schemas.py index 06e91a0..dd61887 100644 --- a/brickllm/schemas.py +++ b/brickllm/schemas.py @@ -1,12 +1,18 @@ from typing import List, Tuple + from pydantic.v1 import BaseModel, Field + # pydantic schemas class ElemListSchema(BaseModel): elem_list: List[str] + class RelationshipsSchema(BaseModel): relationships: List[Tuple[str, ...]] + class TTLSchema(BaseModel): - ttl_output: str = Field(..., description="The generated BrickSchema turtle/rdf script.") \ No newline at end of file + ttl_output: str = Field( + ..., description="The generated BrickSchema turtle/rdf script." + ) diff --git a/brickllm/states.py b/brickllm/states.py index 457b794..52ebe4d 100644 --- a/brickllm/states.py +++ b/brickllm/states.py @@ -1,6 +1,8 @@ -from typing import Any, List, Dict +from typing import Any, Dict, List + from typing_extensions import TypedDict + # state for BrickSchemaGraph class class State(TypedDict): user_prompt: str diff --git a/brickllm/utils/__init__.py b/brickllm/utils/__init__.py index 0bc7ffe..12e7a45 100644 --- a/brickllm/utils/__init__.py +++ b/brickllm/utils/__init__.py @@ -1,48 +1,45 @@ from .get_hierarchy_info import ( - find_parents, - get_children, - flatten_hierarchy, - get_hierarchical_info, - get_all_subchildren, - get_children_hierarchy, - filter_elements, - create_hierarchical_dict, - find_sensor_paths, - build_hierarchy, - extract_ttl_content + build_hierarchy, + create_hierarchical_dict, + extract_ttl_content, + filter_elements, + find_parents, + find_sensor_paths, + flatten_hierarchy, + get_all_subchildren, + get_children, + get_children_hierarchy, + get_hierarchical_info, ) - from .query_brickschema import ( - get_brick_definition, - get_query_result, - clean_result, - query_subclass, - query_properties, - iterative_subclasses, + clean_result, general_query, - validate_ttl + get_brick_definition, + get_query_result, + iterative_subclasses, + query_properties, + query_subclass, + validate_ttl, ) __all__ = [ - 'find_parents', - 'get_children', - 'flatten_hierarchy', - 'get_hierarchical_info', - 'get_all_subchildren', - 'get_children_hierarchy', - 'filter_elements', - 'create_hierarchical_dict', - 'find_sensor_paths', - 'build_hierarchy', - 'extract_ttl_content', - 'get_brick_definition', - 'get_query_result', - 'clean_result', - 'query_subclass', - 'query_properties', - 'iterative_subclasses', - 'general_query', - 'validate_ttl' + "find_parents", + "get_children", + "flatten_hierarchy", + "get_hierarchical_info", + "get_all_subchildren", + "get_children_hierarchy", + "filter_elements", + "create_hierarchical_dict", + "find_sensor_paths", + "build_hierarchy", + "extract_ttl_content", + "get_brick_definition", + "get_query_result", + "clean_result", + "query_subclass", + "query_properties", + "iterative_subclasses", + "general_query", + "validate_ttl", ] - - diff --git a/brickllm/utils/get_hierarchy_info.py b/brickllm/utils/get_hierarchy_info.py index 9f1f57a..cd5f3b9 100644 --- a/brickllm/utils/get_hierarchy_info.py +++ b/brickllm/utils/get_hierarchy_info.py @@ -2,17 +2,21 @@ import os import re from collections import defaultdict -from .query_brickschema import general_query + import pkg_resources +from .query_brickschema import general_query # Path to the JSON file -brick_hierarchy_path = pkg_resources.resource_filename(__name__, os.path.join('..', 'ontologies', 'brick_hierarchy.json')) +brick_hierarchy_path = pkg_resources.resource_filename( + __name__, os.path.join("..", "ontologies", "brick_hierarchy.json") +) # Load the JSON file with open(brick_hierarchy_path) as f: data = json.load(f) + # Function to recursively find parents def find_parents(current_data, target, parents=None): """ @@ -37,6 +41,7 @@ def find_parents(current_data, target, parents=None): return True, result return False, [] + # Function to get the children of a node def get_children(current_data, target): """ @@ -58,6 +63,7 @@ def get_children(current_data, target): return children return [] + # Function to flatten the hierarchy def flatten_hierarchy(current_data, parent=None, result=None): """ @@ -80,6 +86,7 @@ def flatten_hierarchy(current_data, parent=None, result=None): flatten_hierarchy(value, key, result) return result + # Main function to get hierarchy info def get_hierarchical_info(key): """ @@ -97,6 +104,7 @@ def get_hierarchical_info(key): children = get_children(data, key) return (parents, children) + # Function to recursively get all children and subchildren def get_all_subchildren(current_data, target): """ @@ -118,6 +126,7 @@ def get_all_subchildren(current_data, target): return result return {} + # Main function to get hierarchy dictionary def get_children_hierarchy(key, flatten=False): """ @@ -134,6 +143,7 @@ def get_children_hierarchy(key, flatten=False): return flatten_hierarchy(get_all_subchildren(data, key)) return get_all_subchildren(data, key) + # Function to filter elements based on the given conditions def filter_elements(elements): """ @@ -160,6 +170,7 @@ def filter_elements(elements): return filtered_elements + def create_hierarchical_dict(elements, properties=False): """ Create a hierarchical dictionary from a list of elements, optionally including properties. @@ -198,6 +209,7 @@ def create_hierarchical_dict(elements, properties=False): return hierarchy + def find_sensor_paths(tree, path=None): """ Find paths to sensor nodes in a hierarchical tree structure. @@ -212,19 +224,20 @@ def find_sensor_paths(tree, path=None): if path is None: path = [] - current_path = path + [tree['name']] - if 'children' not in tree or not tree['children']: - if re.search(r'Sensor', tree['name']): - sensor_path = '>'.join(current_path[:-1]) - return [{'name': tree['name'], 'path': sensor_path}] + current_path = path + [tree["name"]] + if "children" not in tree or not tree["children"]: + if re.search(r"Sensor", tree["name"]): + sensor_path = ">".join(current_path[:-1]) + return [{"name": tree["name"], "path": sensor_path}] return [] sensor_paths = [] - for child in tree['children']: + for child in tree["children"]: sensor_paths.extend(find_sensor_paths(child, current_path)) return sensor_paths + def build_hierarchy(relationships): """ Build a hierarchical tree structure from a list of parent-child relationships. @@ -235,9 +248,17 @@ def build_hierarchy(relationships): Returns: dict: A dictionary representing the hierarchical tree structure. """ + # Helper function to recursively build the tree structure def build_tree(node, tree_dict): - return {'name': node, 'children': [build_tree(child, tree_dict) for child in tree_dict[node]]} if tree_dict[node] else {'name': node} + return ( + { + "name": node, + "children": [build_tree(child, tree_dict) for child in tree_dict[node]], + } + if tree_dict[node] + else {"name": node} + ) # Create a dictionary to hold parent-children relationships tree_dict = defaultdict(list) @@ -249,12 +270,15 @@ def build_tree(node, tree_dict): nodes.update([parent, child]) # Find the root (a node that is never a child) - root = next(node for node in tree_dict if all(node != child for _, child in relationships)) + root = next( + node for node in tree_dict if all(node != child for _, child in relationships) + ) # Build the hierarchical structure starting from the root hierarchy = build_tree(root, tree_dict) return hierarchy + def extract_ttl_content(input_string: str) -> str: """ Extract content between code block markers in a string. @@ -269,4 +293,4 @@ def extract_ttl_content(input_string: str) -> str: match = re.search(r"```code\s*(.*?)\s*```", input_string, re.DOTALL) if match: return match.group(1).strip() - return "" \ No newline at end of file + return "" diff --git a/brickllm/utils/query_brickschema.py b/brickllm/utils/query_brickschema.py index f2006e2..ca77467 100644 --- a/brickllm/utils/query_brickschema.py +++ b/brickllm/utils/query_brickschema.py @@ -1,20 +1,24 @@ import os import re -from rdflib import Graph, URIRef, Namespace + import pkg_resources import pyshacl +from rdflib import Graph, Namespace, URIRef # Path to the Brick schema Turtle file -brick_ttl_path = pkg_resources.resource_filename(__name__, os.path.join('..', 'ontologies', 'Brick.ttl')) +brick_ttl_path = pkg_resources.resource_filename( + __name__, os.path.join("..", "ontologies", "Brick.ttl") +) # Load the Brick schema Turtle file g = Graph() -g.parse(brick_ttl_path, format='ttl') +g.parse(brick_ttl_path, format="ttl") # Define the namespaces from the prefixes namespaces = { - 'brick': Namespace('https://brickschema.org/schema/Brick#'), + "brick": Namespace("https://brickschema.org/schema/Brick#"), } + # Function to get the definition from the TTL file def get_brick_definition(element_name: str) -> str: """ @@ -26,16 +30,21 @@ def get_brick_definition(element_name: str) -> str: Returns: str: The definition of the element, or "No definition available" if not found. """ - normalized_key = element_name.replace('_', '').lower() + normalized_key = element_name.replace("_", "").lower() for prefix, namespace in namespaces.items(): uri = namespace[element_name] - for s, p, o in g.triples((uri, URIRef("http://www.w3.org/2004/02/skos/core#definition"), None)): + for s, p, o in g.triples( + (uri, URIRef("http://www.w3.org/2004/02/skos/core#definition"), None) + ): return str(o) uri = namespace[normalized_key] - for s, p, o in g.triples((uri, URIRef("http://www.w3.org/2004/02/skos/core#definition"), None)): + for s, p, o in g.triples( + (uri, URIRef("http://www.w3.org/2004/02/skos/core#definition"), None) + ): return str(o) return "No definition available" + # Function to get the query result without using pandas def get_query_result(query): """ @@ -52,14 +61,16 @@ def get_query_result(query): query_vars = list(result.vars) data = [] for row in result: - data.append({str(var): str(row[var]) if row[var] else None for var in query_vars}) + data.append( + {str(var): str(row[var]) if row[var] else None for var in query_vars} + ) # Remove entries with None values and reset index cleaned_data = [ - {key: value for key, value in row.items() if value is not None} - for row in data + {key: value for key, value in row.items() if value is not None} for row in data ] return cleaned_data + # Function to clean the result, extracting the needed part of the URI def clean_result(data): """ @@ -71,7 +82,12 @@ def clean_result(data): Returns: list: A list of extracted parts from the URIs. """ - return [re.findall(r'#(\w+)', value)[0] for value in data if re.findall(r'#(\w+)', value)] + return [ + re.findall(r"#(\w+)", value)[0] + for value in data + if re.findall(r"#(\w+)", value) + ] + # Function to create a SPARQL query for subclasses def query_subclass(element): @@ -86,6 +102,7 @@ def query_subclass(element): """ return f"SELECT ?subclass WHERE {{ brick:{element} rdfs:subClassOf ?subclass . }}" + # Function to create a SPARQL query for properties def query_properties(element): """ @@ -106,6 +123,7 @@ def query_properties(element): }} """ + # Function to iteratively find subclasses def iterative_subclasses(element): """ @@ -119,17 +137,32 @@ def iterative_subclasses(element): """ subclasses = [] sub_class_data = get_query_result(query_subclass(element)) - subClass = clean_result([row['subclass'] for row in sub_class_data]) if sub_class_data else [] + subClass = ( + clean_result([row["subclass"] for row in sub_class_data]) + if sub_class_data + else [] + ) while subClass: subclasses.append(subClass[0]) - if subClass[0] in {'Collection', 'Equipment', 'Location', 'Measureable', 'Point'}: + if subClass[0] in { + "Collection", + "Equipment", + "Location", + "Measureable", + "Point", + }: break sub_class_data = get_query_result(query_subclass(subClass[0])) - subClass = clean_result([row['subclass'] for row in sub_class_data]) if sub_class_data else [] + subClass = ( + clean_result([row["subclass"] for row in sub_class_data]) + if sub_class_data + else [] + ) return subclasses + # General query function to retrieve properties and relationships def general_query(element): """ @@ -149,16 +182,19 @@ def general_query(element): relationships = {} for row in query_data: - property_name = clean_result([row['path']])[0] + property_name = clean_result([row["path"]])[0] if property_name not in relationships: relationships[property_name] = { - 'message': row['message'], - 'constraint': clean_result([row['class']]) + "message": row["message"], + "constraint": clean_result([row["class"]]), } else: - relationships[property_name]['constraint'].extend(clean_result([row['class']])) + relationships[property_name]["constraint"].extend( + clean_result([row["class"]]) + ) + + return {"property": relationships} - return {'property': relationships} def validate_ttl(ttl_file: str, method: str = "pyshacl"): """ @@ -174,22 +210,24 @@ def validate_ttl(ttl_file: str, method: str = "pyshacl"): # Load the ttl file output_graph = Graph() try: - output_graph.parse(ttl_file, format='ttl') + output_graph.parse(ttl_file, format="ttl") except Exception as e: return False, f"Failed to parse the TTL file. Content: {e}" if method == "pyshacl": - valid, results_graph, report = pyshacl.validate(output_graph, - shacl_graph=g, - ont_graph=g, - inference='rdfs', - abort_on_first=False, - allow_infos=False, - allow_warnings=False, - meta_shacl=False, - advanced=False, - js=False, - debug=False) + valid, results_graph, report = pyshacl.validate( + output_graph, + shacl_graph=g, + ont_graph=g, + inference="rdfs", + abort_on_first=False, + allow_infos=False, + allow_warnings=False, + meta_shacl=False, + advanced=False, + js=False, + debug=False, + ) return valid, report else: - return False, "Method not found" \ No newline at end of file + return False, "Method not found" diff --git a/examples/example_anthropic.py b/examples/example_anthropic.py index 0bc7eb8..fba78b3 100644 --- a/examples/example_anthropic.py +++ b/examples/example_anthropic.py @@ -22,4 +22,4 @@ print(result) # save the result to a file -brick_graph.save_ttl_output("my_building.ttl") \ No newline at end of file +brick_graph.save_ttl_output("my_building.ttl") diff --git a/examples/example_custom_llm.py b/examples/example_custom_llm.py index 6c880b6..882c204 100644 --- a/examples/example_custom_llm.py +++ b/examples/example_custom_llm.py @@ -1,6 +1,7 @@ -from brickllm.graphs import BrickSchemaGraph -from langchain_openai import ChatOpenAI from dotenv import load_dotenv +from langchain_openai import ChatOpenAI + +from brickllm.graphs import BrickSchemaGraph # Load environment variables load_dotenv() @@ -29,4 +30,4 @@ print(result) # save the result to a file -brick_graph.save_ttl_output("my_building_custom.ttl") \ No newline at end of file +brick_graph.save_ttl_output("my_building_custom.ttl") diff --git a/langgraph.json b/langgraph.json index 05a7779..2d4f705 100644 --- a/langgraph.json +++ b/langgraph.json @@ -4,4 +4,4 @@ "agent": "./brickllm/compiled_graphs.py:brickschema_graph" }, "env": ".env" - } \ No newline at end of file + } diff --git a/pyproject.toml b/pyproject.toml index 05ad99d..a3dcb36 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -48,11 +48,37 @@ langchain_core = "0.3.5" rdflib = ">=6.2.0,<7" pyshacl = "0.21" -[tool.poetry.dev-dependencies] -pytest = "8.0.0" -pytest-mock = "3.14.0" -pylint = "^3.2.5" +[tool.poetry.group.dev.dependencies] +pytest = "^7.4" +pytest-sugar = "*" +pytest-cov = "*" +black = "*" +mypy = "*" +ruff = "*" +isort = "*" +tox = "*" +pre-commit = "*" +types-setuptools = "^75.1.0.20240917" +[tool.black] +line-length = 88 +target-version = ["py39"] + +[tool.isort] +profile = "black" + +[tool.ruff] +line-length = 88 + +[tool.ruff.lint] +select = ["F", "E", "W", "C"] +ignore = ["E203", "E501"] # Ignore conflicts with Black + +[tool.mypy] +python_version = "3.9" +strict = true +disallow_untyped_calls = true +ignore_missing_imports = true [build-system] requires = ["poetry-core"] diff --git a/tests/prova_test.py b/tests/prova_test.py new file mode 100644 index 0000000..377f7c3 --- /dev/null +++ b/tests/prova_test.py @@ -0,0 +1,40 @@ +import pytest + + +def addition(a, b): + return a + b + + +def subtraction(a, b): + return a - b + + +def multiplication(a, b): + return a * b + + +def division(a, b): + if b == 0: + raise ZeroDivisionError("Cannot divide by zero!") + return a / b + + +def test_addition(): + assert addition(2, 3) == 5 + + +def test_subtraction(): + assert subtraction(2, 3) == -1 + + +def test_multiplication(): + assert multiplication(2, 3) == 6 + + +def test_division(): + assert division(2, 3) == 2 / 3 + + +def test_division_by_zero(): + with pytest.raises(ZeroDivisionError): + division(2, 0) diff --git a/tox.ini b/tox.ini new file mode 100644 index 0000000..e82b4e9 --- /dev/null +++ b/tox.ini @@ -0,0 +1,42 @@ +[tox] +requires = + tox>=4 +env_list = + py{39,310} + lint + type + coverage + +[testenv] +description = run the tests with pytest +skip_install = true +allowlist_externals = poetry +commands_pre = + poetry install +commands = + poetry run pytest {posargs:tests} + +[testenv:type] +description = run type checks +skip_install = true +allowlist_externals = poetry +commands_pre = + poetry install +commands = + poetry run mypy {posargs:brickllm tests} + +[testenv:lint] +description = run linter +skip_install = true +allowlist_externals = poetry +commands_pre = + poetry install +commands = poetry run ruff {posargs:brickllm tests} + +[testenv:coverage] +description = run coverage report +skip_install = true +allowlist_externals = poetry +commands_pre = + poetry install +commands = poetry run pytest --cov=brickllm tests/ From d38421e9808112c3fc7de431de45783a8ce735d6 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 8 Oct 2024 00:04:31 +0200 Subject: [PATCH 14/71] feat: add mkdocs --- .github/workflows/gh-pages.yml | 34 ++++++ README.md | 2 +- brickllm/graphs/brickschema_graph.py | 7 +- ...brickllm_logo2.png => brickllm_banner.png} | Bin docs/assets/brickllm_logo.png | Bin 343388 -> 32935 bytes docs/index.md | 8 ++ docs/installation.md | 19 ++++ docs/modules/brickllm.md | 37 +++++++ docs/modules/edges.md | 8 ++ docs/modules/graphs.md | 8 ++ docs/modules/helpers.md | 9 ++ docs/modules/nodes.md | 13 +++ docs/modules/ontologies.md | 9 ++ docs/modules/utils.md | 9 ++ docs/overview.md | 25 +++++ docs/reference/brickllm.md | 32 ++++++ docs/reference/compiled_graphs.md | 4 + docs/reference/configs.md | 4 + docs/reference/edges/validate_condition.md | 4 + docs/reference/graphs/brickschema_graph.md | 4 + docs/reference/helpers/llm_models.md | 4 + docs/reference/helpers/prompts.md | 4 + docs/reference/nodes/get_elem_children.md | 4 + docs/reference/nodes/get_elements.md | 4 + docs/reference/nodes/get_relationships.md | 4 + docs/reference/nodes/get_sensors.md | 4 + docs/reference/nodes/schema_to_ttl.md | 4 + docs/reference/nodes/validate_schema.md | 4 + docs/reference/ontologies/Brick.md | 4 + docs/reference/ontologies/brick_hierarchy.md | 4 + docs/reference/schemas.md | 4 + docs/reference/states.md | 4 + docs/reference/utils/get_hierarchy_info.md | 4 + docs/reference/utils/query_brickschema.md | 4 + docs/usage.md | 1 + mkdocs.yml | 98 ++++++++++++++++++ pyproject.toml | 3 + 37 files changed, 391 insertions(+), 3 deletions(-) create mode 100644 .github/workflows/gh-pages.yml rename docs/assets/{brickllm_logo2.png => brickllm_banner.png} (100%) create mode 100644 docs/index.md create mode 100644 docs/installation.md create mode 100644 docs/modules/brickllm.md create mode 100644 docs/modules/edges.md create mode 100644 docs/modules/graphs.md create mode 100644 docs/modules/helpers.md create mode 100644 docs/modules/nodes.md create mode 100644 docs/modules/ontologies.md create mode 100644 docs/modules/utils.md create mode 100644 docs/overview.md create mode 100644 docs/reference/brickllm.md create mode 100644 docs/reference/compiled_graphs.md create mode 100644 docs/reference/configs.md create mode 100644 docs/reference/edges/validate_condition.md create mode 100644 docs/reference/graphs/brickschema_graph.md create mode 100644 docs/reference/helpers/llm_models.md create mode 100644 docs/reference/helpers/prompts.md create mode 100644 docs/reference/nodes/get_elem_children.md create mode 100644 docs/reference/nodes/get_elements.md create mode 100644 docs/reference/nodes/get_relationships.md create mode 100644 docs/reference/nodes/get_sensors.md create mode 100644 docs/reference/nodes/schema_to_ttl.md create mode 100644 docs/reference/nodes/validate_schema.md create mode 100644 docs/reference/ontologies/Brick.md create mode 100644 docs/reference/ontologies/brick_hierarchy.md create mode 100644 docs/reference/schemas.md create mode 100644 docs/reference/states.md create mode 100644 docs/reference/utils/get_hierarchy_info.md create mode 100644 docs/reference/utils/query_brickschema.md create mode 100644 docs/usage.md create mode 100644 mkdocs.yml diff --git a/.github/workflows/gh-pages.yml b/.github/workflows/gh-pages.yml new file mode 100644 index 0000000..beddc32 --- /dev/null +++ b/.github/workflows/gh-pages.yml @@ -0,0 +1,34 @@ +name: Deploy documentation to GitHub Pages + +on: + push: + branches: + - main + +jobs: + deploy: + runs-on: ubuntu-latest + steps: + - name: Checkout the repository + uses: actions/checkout@v3 + + - name: Set up Python + uses: actions/setup-python@v4 + with: + python-version: '3.10' + + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install poetry + poetry install --no-root + + - name: Build documentation + run: | + poetry run mkdocs build + + - name: Deploy to GitHub Pages + uses: peaceiris/actions-gh-pages@v3 + with: + github_token: ${{ secrets.GITHUB_TOKEN }} + publish_dir: ./site diff --git a/README.md b/README.md index 83e7d15..e350b84 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@

      - BrickLLM + BrickLLM

      # 🧱 BrickLLM diff --git a/brickllm/graphs/brickschema_graph.py b/brickllm/graphs/brickschema_graph.py index 114b769..8d2fa66 100644 --- a/brickllm/graphs/brickschema_graph.py +++ b/brickllm/graphs/brickschema_graph.py @@ -98,8 +98,11 @@ def run(self, prompt, stream=False): """Run the graph with the given user prompt. Args: - user_prompt (str): The user-provided natural language prompt. - stream (bool): Whether to stream the execution (True) or run without streaming (False). + prompt (str): The user prompt to run the graph. + stream (bool): Stream the graph execution. + + Returns: + result (dict): The result of the graph execution. 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new file mode 100644 index 0000000..90dedc7 --- /dev/null +++ b/docs/installation.md @@ -0,0 +1,19 @@ +# Installation + +BrickLLM can be installed using [pip](https://pypi.org/project/brickllm/). + +```bash +pip install brickllm +``` + +Alternatively, using [Poetry](https://python-poetry.org/), which handles dependency management. + +```bash +# Clone the repository +git clone https://github.com/EURAC-EEBgroup/brickllm-lib.git +cd brickllm-lib + +# Install dependencies +poetry install +``` + diff --git a/docs/modules/brickllm.md b/docs/modules/brickllm.md new file mode 100644 index 0000000..c7bf15f --- /dev/null +++ b/docs/modules/brickllm.md @@ -0,0 +1,37 @@ +# BrickLLM Module + +The `brickllm` package is the main package containing all modules and components related to generating BrickSchema-compliant RDF files using LLMs. + +## Contents + +### Edges +- [validate_condition.py](../reference/edges/validate_condition.md) + +### Graphs +- [brickschema_graph.py](../reference/graphs/brickschema_graph.md) + +### Helpers +- [llm_models.py](../reference/helpers/llm_models.md) +- [prompts.py](../reference/helpers/prompts.md) + +### Nodes +- [get_elem_children.py](../reference/nodes/get_elem_children.md) +- [get_elements.py](../reference/nodes/get_elements.md) +- [get_relationships.py](../reference/nodes/get_relationships.md) +- [get_sensors.py](../reference/nodes/get_sensors.md) +- [schema_to_ttl.py](../reference/nodes/schema_to_ttl.md) +- [validate_schema.py](../reference/nodes/validate_schema.md) + +### Ontologies +- [brick_hierarchy.json](../reference/ontologies/brick_hierarchy.md) +- [Brick.ttl](../reference/ontologies/Brick.md) + +### Utils +- [get_hierarchy_info.py](../reference/utils/get_hierarchy_info.md) +- [query_brickschema.py](../reference/utils/query_brickschema.md) + +### Root-Level Files +- [compiled_graphs.py](../reference/compiled_graphs.md) +- [configs.py](../reference/configs.md) +- [schemas.py](../reference/schemas.md) +- [states.py](../reference/states.md) diff --git a/docs/modules/edges.md b/docs/modules/edges.md new file mode 100644 index 0000000..9d48bf9 --- /dev/null +++ b/docs/modules/edges.md @@ -0,0 +1,8 @@ + +# Edges Module + +The `edges` module contains components related to the validation of relationships (edges) between entities in the graph. + +## Contents + +- [validate_condition.py](../reference/edges/validate_condition.md) diff --git a/docs/modules/graphs.md b/docs/modules/graphs.md new file mode 100644 index 0000000..18b94ad --- /dev/null +++ b/docs/modules/graphs.md @@ -0,0 +1,8 @@ + +# Graphs Module + +The `graphs` module contains components that manage and execute the BrickSchema graph operations. + +## Contents + +- [brickschema_graph.py](../reference/graphs/brickschema_graph.md) diff --git a/docs/modules/helpers.md b/docs/modules/helpers.md new file mode 100644 index 0000000..d093fc3 --- /dev/null +++ b/docs/modules/helpers.md @@ -0,0 +1,9 @@ + +# Helpers Module + +The `helpers` module contains utility functions and prompts that assist in LLM interactions and data processing. + +## Contents + +- [llm_models.py](../reference/helpers/llm_models.md) +- [prompts.py](../reference/helpers/prompts.md) diff --git a/docs/modules/nodes.md b/docs/modules/nodes.md new file mode 100644 index 0000000..e260432 --- /dev/null +++ b/docs/modules/nodes.md @@ -0,0 +1,13 @@ + +# Nodes Module + +The `nodes` module contains specialized components that perform tasks such as element identification, hierarchy construction, and RDF conversion. + +## Contents + +- [get_elem_children.py](../reference/nodes/get_elem_children.md) +- [get_elements.py](../reference/nodes/get_elements.md) +- [get_relationships.py](../reference/nodes/get_relationships.md) +- [get_sensors.py](../reference/nodes/get_sensors.md) +- [schema_to_ttl.py](../reference/nodes/schema_to_ttl.md) +- [validate_schema.py](../reference/nodes/validate_schema.md) diff --git a/docs/modules/ontologies.md b/docs/modules/ontologies.md new file mode 100644 index 0000000..b56cd1d --- /dev/null +++ b/docs/modules/ontologies.md @@ -0,0 +1,9 @@ + +# Ontologies Module + +The `ontologies` module contains the BrickSchema and hierarchy files used for representing and managing the building systems. + +## Contents + +- [brick_hierarchy.json](../reference/ontologies/brick_hierarchy.md) +- [Brick.ttl](../reference/ontologies/Brick.md) diff --git a/docs/modules/utils.md b/docs/modules/utils.md new file mode 100644 index 0000000..5cad60e --- /dev/null +++ b/docs/modules/utils.md @@ -0,0 +1,9 @@ + +# Utils Module + +The `utils` module contains components related to querying and retrieving data from the BrickSchema. + +## Contents + +- [get_hierarchy_info.py](../reference/utils/get_hierarchy_info.md) +- [query_brickschema.py](../reference/utils/query_brickschema.md) diff --git a/docs/overview.md b/docs/overview.md new file mode 100644 index 0000000..5b29e12 --- /dev/null +++ b/docs/overview.md @@ -0,0 +1,25 @@ +# Overview + +BrickLLM is a Python library designed to generate RDF (Resource Description Framework) files that comply with the BrickSchema ontology using Large Language Models (LLMs). The library leverages advanced natural language processing capabilities to interpret building descriptions and convert them into structured, machine-readable formats suitable for building automation and energy management systems. + +## Main Features + +- **Multi-provider LLM Support**: Supports multiple LLM providers, including OpenAI, Anthropic, and Fireworks AI. +- **Natural Language to RDF Conversion**: Converts natural language descriptions of buildings and facilities into BrickSchema-compliant RDF. +- **Customizable Graph Execution**: Utilizes LangGraph for flexible and customizable graph-based execution of the conversion process. +- **Ontology Integration**: Incorporates the BrickSchema ontology for accurate and standardized representation of building systems. +- **Extensible Architecture**: Designed with modularity in mind, allowing for easy extension and customization. + +## How It Works + +1. **User Input**: The process begins with a natural language description of a building or facility provided by the user. + +2. **LLM Processing**: The description is processed by a selected LLM to extract relevant building components and their relationships. + +3. **Graph Execution**: The extracted information is passed through a series of nodes in a graph structure: + - **Element Identification**: Identifies building elements from the user prompt. + - **Hierarchy Construction**: Builds a hierarchical structure of the identified elements. + - **Relationship Mapping**: Determines relationships between the components. + - **TTL Generation**: Converts the structured data into Turtle (TTL) format, which is a serialization of RDF. + +4. **Output Generation**: The final output is a BrickSchema-compliant RDF file in TTL format, representing the building's structure and systems. diff --git a/docs/reference/brickllm.md b/docs/reference/brickllm.md new file mode 100644 index 0000000..521400e --- /dev/null +++ b/docs/reference/brickllm.md @@ -0,0 +1,32 @@ +# BrickLLM API Reference + +Welcome to the API Reference for the `BrickLLM` library. This section of the documentation provides detailed information about the modules, classes, functions, and other components that make up the BrickLLM library. + +## Overview + +`BrickLLM` is a Python library designed to generate BrickSchema-compliant RDF files using Large Language Models (LLMs). It provides various utilities for parsing natural language building descriptions, extracting relevant components, and constructing a structured graph that represents the building and its systems. + +This API reference covers all the essential modules and functions available in the library, including components for: + +- **Element identification** +- **Relationship mapping** +- **TTL generation** (Turtle format RDF) +- **Ontology integration** (BrickSchema) + +## Key Modules + +- **Edges**: Validation of relationships (edges) between entities in the graph. +- **Graphs**: Handles the orchestration of graph-based operations with the BrickSchema. +- **Helpers**: Contains utility functions and predefined LLM prompts to aid in the generation process. +- **Nodes**: Specialized nodes that handle various tasks such as extracting elements, constructing hierarchies, and generating RDF files. +- **Ontologies**: Includes the BrickSchema ontology and hierarchical data. +- **Utils**: Utility functions for querying the BrickSchema and handling RDF data. + +## How to Use the API Reference + +- Navigate to individual modules and components via the side navigation or by clicking on the links in the module overview sections. +- Each module contains a breakdown of its functions, classes, and attributes, with descriptions and examples where applicable. + +For an in-depth guide on how to use the library in practice, see the [Usage](../usage.md) section. + +Happy coding! diff --git a/docs/reference/compiled_graphs.md b/docs/reference/compiled_graphs.md new file mode 100644 index 0000000..6352916 --- /dev/null +++ b/docs/reference/compiled_graphs.md @@ -0,0 +1,4 @@ + +# compiled_graphs.py + +::: brickllm.compiled_graphs diff --git a/docs/reference/configs.md b/docs/reference/configs.md new file mode 100644 index 0000000..119d6bb --- /dev/null +++ b/docs/reference/configs.md @@ -0,0 +1,4 @@ + +# configs.py + +::: brickllm.configs diff --git a/docs/reference/edges/validate_condition.md b/docs/reference/edges/validate_condition.md new file mode 100644 index 0000000..a393dbb --- /dev/null +++ b/docs/reference/edges/validate_condition.md @@ -0,0 +1,4 @@ + +# validate_condition.py + +::: brickllm.edges.validate_condition diff --git a/docs/reference/graphs/brickschema_graph.md b/docs/reference/graphs/brickschema_graph.md new file mode 100644 index 0000000..26c60bf --- /dev/null +++ b/docs/reference/graphs/brickschema_graph.md @@ -0,0 +1,4 @@ + +# brickschema_graph.py + +::: brickllm.graphs.brickschema_graph diff --git a/docs/reference/helpers/llm_models.md b/docs/reference/helpers/llm_models.md new file mode 100644 index 0000000..0bc774f --- /dev/null +++ b/docs/reference/helpers/llm_models.md @@ -0,0 +1,4 @@ + +# llm_models.py + +::: brickllm.helpers.llm_models diff --git a/docs/reference/helpers/prompts.md b/docs/reference/helpers/prompts.md new file mode 100644 index 0000000..8ed54f2 --- /dev/null +++ b/docs/reference/helpers/prompts.md @@ -0,0 +1,4 @@ + +# prompts.py + +::: brickllm.helpers.prompts diff --git a/docs/reference/nodes/get_elem_children.md b/docs/reference/nodes/get_elem_children.md new file mode 100644 index 0000000..69d7ba0 --- /dev/null +++ b/docs/reference/nodes/get_elem_children.md @@ -0,0 +1,4 @@ + +# get_elem_children.py + +::: brickllm.nodes.get_elem_children diff --git a/docs/reference/nodes/get_elements.md b/docs/reference/nodes/get_elements.md new file mode 100644 index 0000000..f0d601f --- /dev/null +++ b/docs/reference/nodes/get_elements.md @@ -0,0 +1,4 @@ + +# get_elements.py + +::: brickllm.nodes.get_elements diff --git a/docs/reference/nodes/get_relationships.md b/docs/reference/nodes/get_relationships.md new file mode 100644 index 0000000..98f70f5 --- /dev/null +++ b/docs/reference/nodes/get_relationships.md @@ -0,0 +1,4 @@ + +# get_relationships.py + +::: brickllm.nodes.get_relationships diff --git a/docs/reference/nodes/get_sensors.md b/docs/reference/nodes/get_sensors.md new file mode 100644 index 0000000..34809a4 --- /dev/null +++ b/docs/reference/nodes/get_sensors.md @@ -0,0 +1,4 @@ + +# get_sensors.py + +::: brickllm.nodes.get_sensors diff --git a/docs/reference/nodes/schema_to_ttl.md b/docs/reference/nodes/schema_to_ttl.md new file mode 100644 index 0000000..2f9b0d2 --- /dev/null +++ b/docs/reference/nodes/schema_to_ttl.md @@ -0,0 +1,4 @@ + +# schema_to_ttl.py + +::: brickllm.nodes.schema_to_ttl diff --git a/docs/reference/nodes/validate_schema.md b/docs/reference/nodes/validate_schema.md new file mode 100644 index 0000000..2db98ed --- /dev/null +++ b/docs/reference/nodes/validate_schema.md @@ -0,0 +1,4 @@ + +# validate_schema.py + +::: brickllm.nodes.validate_schema diff --git a/docs/reference/ontologies/Brick.md b/docs/reference/ontologies/Brick.md new file mode 100644 index 0000000..ee1e656 --- /dev/null +++ b/docs/reference/ontologies/Brick.md @@ -0,0 +1,4 @@ + +# Brick.ttl + +This file contains the BrickSchema ontology in Turtle (TTL) format. diff --git a/docs/reference/ontologies/brick_hierarchy.md b/docs/reference/ontologies/brick_hierarchy.md new file mode 100644 index 0000000..c2c9203 --- /dev/null +++ b/docs/reference/ontologies/brick_hierarchy.md @@ -0,0 +1,4 @@ + +# brick_hierarchy.json + +This file contains the hierarchical structure of the BrickSchema entities in JSON format. diff --git a/docs/reference/schemas.md b/docs/reference/schemas.md new file mode 100644 index 0000000..6e825bc --- /dev/null +++ b/docs/reference/schemas.md @@ -0,0 +1,4 @@ + +# schemas.py + +::: brickllm.schemas diff --git a/docs/reference/states.md b/docs/reference/states.md new file mode 100644 index 0000000..9390f4e --- /dev/null +++ b/docs/reference/states.md @@ -0,0 +1,4 @@ + +# states.py + +::: brickllm.states diff --git a/docs/reference/utils/get_hierarchy_info.md b/docs/reference/utils/get_hierarchy_info.md new file mode 100644 index 0000000..980f0a1 --- /dev/null +++ b/docs/reference/utils/get_hierarchy_info.md @@ -0,0 +1,4 @@ + +# get_hierarchy_info.py + +::: brickllm.utils.get_hierarchy_info diff --git a/docs/reference/utils/query_brickschema.md b/docs/reference/utils/query_brickschema.md new file mode 100644 index 0000000..9cd5812 --- /dev/null +++ b/docs/reference/utils/query_brickschema.md @@ -0,0 +1,4 @@ + +# query_brickschema.py + +::: brickllm.utils.query_brickschema diff --git a/docs/usage.md b/docs/usage.md new file mode 100644 index 0000000..fc56ab5 --- /dev/null +++ b/docs/usage.md @@ -0,0 +1 @@ +# Usage \ No newline at end of file diff --git a/mkdocs.yml b/mkdocs.yml new file mode 100644 index 0000000..edbfa11 --- /dev/null +++ b/mkdocs.yml @@ -0,0 +1,98 @@ +site_name: "BrickLLM Documentation" +site_description: "Library for generating RDF files following BrickSchema ontology using LLM." +site_url: "https://eurac-eebgroup.github.io/brickllm-lib/" +repo_url: "https://github.com/EURAC-EEBgroup/brickllm-lib" +repo_name: "EURAC-EEBgroup/brickllm-lib" +site_dir: "site" + +nav: + - Home: index.md + - Getting Started: + - Overview: overview.md + - Installation: installation.md + - Usage: usage.md + - Modules: + - BrickLLM: modules/brickllm.md + - Edges: modules/edges.md + - Graphs: modules/graphs.md + - Helpers: modules/helpers.md + - Nodes: modules/nodes.md + - Ontologies: modules/ontologies.md + - Utils: modules/utils.md + - API Reference: + - Edges: + - Validate Condition: reference/edges/validate_condition.md + - Graphs: + - Brickschema Graph: reference/graphs/brickschema_graph.md + - Helpers: + - LLM Models: reference/helpers/llm_models.md + - Prompts: reference/helpers/prompts.md + - Nodes: + - Get Element Children: reference/nodes/get_elem_children.md + - Get Elements: reference/nodes/get_elements.md + - Get Relationships: reference/nodes/get_relationships.md + - Get Sensors: reference/nodes/get_sensors.md + - Schema to TTL: reference/nodes/schema_to_ttl.md + - Validate Schema: reference/nodes/validate_schema.md + - Utils: + - Get Hierarchy Info: reference/utils/get_hierarchy_info.md + - Query Brickschema: reference/utils/query_brickschema.md + - Ontologies: + - Brick: reference/ontologies/Brick.md + - Brick Hierarchy: reference/ontologies/brick_hierarchy.md + - Root-Level: + - BrickLLM: reference/brickllm.md + - Compiled Graphs: reference/compiled_graphs.md + - Configs: reference/configs.md + - Schemas: reference/schemas.md + - States: reference/states.md + +theme: + name: material + logo: assets/brickllm_logo.png + favicon: assets/favicon.ico + features: + - navigation.tabs + - navigation.top + - search.highlight + - search.suggest + - toc.follow + palette: + - scheme: default + primary: 'indigo' + accent: 'indigo' + toggle: + icon: material/weather-night + name: Switch to dark mode + - scheme: slate + primary: 'indigo' + accent: 'indigo' + toggle: + icon: material/weather-sunny + name: Switch to light mode + +plugins: + - search + - mkdocstrings: + handlers: + python: + selection: + filters: ["!^_"] + rendering: + show_root_toc_entry: false + show_source: false + +markdown_extensions: + - admonition + - codehilite + - toc: + permalink: "§" + - pymdownx.details + - pymdownx.superfences + - pymdownx.tabbed + - pymdownx.highlight + - pymdownx.inlinehilite + - pymdownx.magiclink + - pymdownx.emoji: + emoji_index: !!python/name:material.extensions.emoji.twemoji + emoji_generator: !!python/name:material.extensions.emoji.to_svg diff --git a/pyproject.toml b/pyproject.toml index a3dcb36..890eecd 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -59,6 +59,9 @@ isort = "*" tox = "*" pre-commit = "*" types-setuptools = "^75.1.0.20240917" +mkdocs = "^1.5" +mkdocs-material = "^9.2" +mkdocstrings-python = "^1.1" [tool.black] line-length = 88 From 56bf5f6f3c372ad6ebbdaad05c44b46855ed040e Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 8 Oct 2024 00:18:12 +0200 Subject: [PATCH 15/71] docs: improve installation readme --- README.md | 27 +++++++++++++++++++++++++++ 1 file changed, 27 insertions(+) diff --git a/README.md b/README.md index e350b84..d803fdf 100644 --- a/README.md +++ b/README.md @@ -21,6 +21,33 @@ You can install BrickLLM using pip: pip install brickllm ``` +

      +Development Installation + +[Poetry](https://python-poetry.org/) is used for dependency management during development. To install BrickLLM for contributing, follow these steps: + +``` bash +# Clone the repository +git clone https://github.com/EURAC-EEBgroup/brickllm-lib.git +cd brick-llm + +# Create a virtual environment +python -m venv .venv + +# Activate the virtual environment +source .venv/bin/activate # Linux/Mac +.venv\Scripts\activate # Windows + +# Install Poetry and dependencies +pip install poetry +poetry install + +# Install pre-commit hooks +pre-commit install +``` + +
      + ## 🚀 Quick Start Here's a simple example of how to use BrickLLM: From 5969ec5ad5808dd8f3285fac9c9c9553470be4bd Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 8 Oct 2024 01:33:11 +0200 Subject: [PATCH 16/71] feat: added ISSUE_TEMPLATE and ci cd workflows --- .github/ISSUE_TEMPLATE/bug_report.yml | 109 ++++++++++++++ .github/ISSUE_TEMPLATE/feature_request.yml | 51 +++++++ .github/workflows/ci-cd.yml | 158 +++++++++++++++++++++ .releaserc.yml | 55 +++++++ CHANGELOG.md | 0 5 files changed, 373 insertions(+) create mode 100644 .github/ISSUE_TEMPLATE/bug_report.yml create mode 100644 .github/ISSUE_TEMPLATE/feature_request.yml create mode 100644 .github/workflows/ci-cd.yml create mode 100644 .releaserc.yml create mode 100644 CHANGELOG.md diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml new file mode 100644 index 0000000..99e3dcf --- /dev/null +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -0,0 +1,109 @@ +name: 🐛 Bug report +description: Submit a bug report to help us improve BrickLLM. +labels: ["type:bug", "status:needs-triage"] +body: + - type: markdown + attributes: + value: | + Thanks for taking the time to report this problem! + We really appreciate the community's efforts to improve BrickLLM. + + - type: checkboxes + attributes: + label: Checklist + description: Please confirm and check all the following options. + options: + - label: I have searched the [existing issues](https://github.com/EURAC-EEBgroup/brick-llm/issues) for similar issues. + required: true + - label: I added a very descriptive title to this issue. + required: true + - label: I have provided sufficient information below to help reproduce this issue. + required: true + - type: textarea + attributes: + label: Summary + description: Type here a clear and concise description of the problem. Aim for 2-3 sentences. + validations: + required: true + - type: textarea + attributes: + label: Reproducible Code Example + render: Python + description: | + If applicable, please provide a [self-contained minimal code example](https://stackoverflow.com/help/minimal-reproducible-example) that reproduces the problem you ran into. + If we can copy it, run it, and see it right away, there's a much higher chance we will be able to help you. + placeholder: | + import brickllm + + # Your code here + validations: + required: false + - type: textarea + attributes: + label: Steps To Reproduce + description: Please provide the steps we should take to reproduce the bug. + placeholder: | + 1. Go to '...' + 2. Click on '....' + 3. Scroll down to '....' + 4. See error + validations: + required: false + - type: textarea + attributes: + label: Expected Behavior + description: Explain what you expect to happen when you go through the steps above, assuming there were no bugs. + validations: + required: false + - type: textarea + attributes: + label: Current Behavior + placeholder: | + Error message: + ``` + Traceback (most recent call last): + File "example.py", line 1, in + import brickllm + ``` + description: | + Explain the buggy behavior you experience when you go through the steps above. + If you have error messages or stack traces please provide them here as well. + If applicable, add screenshots to help explain your problem. + + _Tip: You can attach images or log files by clicking this area to highlight it and then dragging files in._ + validations: + required: false + - type: checkboxes + attributes: + label: Is this a regression? + description: Did this use to work the way you expected in the past? + options: + - label: Yes, this used to work in a previous version. + required: false + - type: textarea + attributes: + label: Debug info + description: | + Please share some system information related to the environment your app is running in. + + Example: + - **BrickLLM version**: 0.1.0 _(get it with `$ pip show brickllm`)_ + - **Python version**: 3.9 _(get it with `$ python --version`)_ + - **Operating System**: MacOs 12.6 + - **Browser**: Chrome + value: | + - BrickLLM version: + - Python version: + - Operating System: + - Browser: + validations: + required: false + - type: textarea + attributes: + label: Additional Information + description: | + Links? References? Anything that will give us more context about the issue you are encountering! + + _Tip: You can attach images or log files by clicking this area to highlight it and then dragging files in._ + validations: + required: false diff --git a/.github/ISSUE_TEMPLATE/feature_request.yml b/.github/ISSUE_TEMPLATE/feature_request.yml new file mode 100644 index 0000000..1fc718b --- /dev/null +++ b/.github/ISSUE_TEMPLATE/feature_request.yml @@ -0,0 +1,51 @@ +name: ✨ Feature request +description: Suggest a feature or enhancement for BrickLLM. +labels: ["type:enhancement"] +body: + - type: markdown + attributes: + value: | + Thanks for taking the time to suggest a feature or enhancement for BrickLLM! + We really appreciate the community's efforts to improve BrickLLM ❤️ + - type: checkboxes + attributes: + label: Checklist + description: Please confirm and check all the following options. + options: + - label: I have searched the [existing issues](https://github.com/EURAC-EEBgroup/brick-llm/issues) for similar feature requests. + required: true + - label: I added a descriptive title and summary to this issue. + required: true + - type: textarea + attributes: + label: Summary + description: Type here a clear and concise description of the feature or enhancement request. Aim for 2-3 sentences. + validations: + required: true + - type: textarea + attributes: + label: Why? + description: Please outline the problem, motivation, or use case related to this feature request. + placeholder: | + I'm always frustrated when ... + validations: + required: false + - type: textarea + attributes: + label: How? + description: | + Please describe the solution or implementation you'd like to see. This might include suggestions for new parameters, UI mockups etc. + Don't worry if you don't have a clear solution in mind; any input helps! + placeholder: | + Introduce a new command called `brickllm new_feature` that ... + validations: + required: false + - type: textarea + attributes: + label: Additional Context + description: | + Links? References? Anything that will give us more context about the feature request here! + + _Tip: You can attach images by clicking this area to highlight it and then dragging files in._ + validations: + required: false diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml new file mode 100644 index 0000000..7c3105d --- /dev/null +++ b/.github/workflows/ci-cd.yml @@ -0,0 +1,158 @@ +name: Release + +on: + push: + branches: + - main + - pre/* + +jobs: + build: + name: Build + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v3 + with: + fetch-depth: 0 + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: '3.9' + + - name: Cache Python dependencies + uses: actions/cache@v3 + with: + path: | + ~/.cache/pip + ~/.cache/pypoetry + key: ${{ runner.os }}-pip-${{ hashFiles('**/poetry.lock') }} + restore-keys: | + ${{ runner.os }}-pip- + + - name: Install Poetry + run: pip install poetry + + - name: Install dependencies + run: poetry install --no-interaction --no-ansi + + - name: Build the package + run: poetry build + + - name: Cache build artifacts + uses: actions/cache@v3 + with: + path: dist/ + key: ${{ runner.os }}-build-${{ hashFiles('dist/**') }} + restore-keys: | + ${{ runner.os }}-build- + + test: + name: Test + runs-on: ubuntu-latest + needs: build + steps: + - name: Checkout repository + uses: actions/checkout@v3 + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: '3.9' + + - name: Cache Python dependencies + uses: actions/cache@v3 + with: + path: | + ~/.cache/pip + ~/.cache/pypoetry + key: ${{ runner.os }}-pip-${{ hashFiles('**/poetry.lock') }} + restore-keys: | + ${{ runner.os }}-pip- + + - name: Install Poetry + run: pip install poetry + + - name: Install dependencies + run: poetry install --no-interaction --no-ansi + + - name: Run Linting and Formatting Checks + run: | + poetry run ruff check brickllm tests + poetry run black --check brickllm tests + poetry run isort --check-only brickllm tests + + - name: Run Type Checking + run: poetry run mypy brickllm tests + + - name: Run Tests with Coverage + run: poetry run pytest --cov=brickllm --cov-report=xml tests/ + + - name: Upload Coverage to Codecov + uses: codecov/codecov-action@v3 + with: + files: coverage.xml + fail_ci_if_error: true + token: ${{ secrets.CODECOV_TOKEN }} + + release: + name: Release + runs-on: ubuntu-latest + needs: [build, test] + if: | + github.event_name == 'push' && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/heads/pre/')) || + github.event_name == 'pull_request' && github.event.action == 'closed' && github.event.pull_request.merged && + (github.event.pull_request.base.ref == 'main' || startsWith(github.event.pull_request.base.ref, 'pre/')) + permissions: + contents: write + issues: write + pull-requests: write + id-token: write + steps: + - name: Checkout repository + uses: actions/checkout@v3 + with: + fetch-depth: 0 + + - name: Set up Node.js + uses: actions/setup-node@v4 + with: + node-version: '20' + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: '3.9' + + - name: Cache Python dependencies + uses: actions/cache@v3 + with: + path: | + ~/.cache/pip + ~/.cache/pypoetry + key: ${{ runner.os }}-pip-${{ hashFiles('**/poetry.lock') }} + restore-keys: | + ${{ runner.os }}-pip- + + - name: Install Poetry + run: pip install poetry + + - name: Install dependencies + run: poetry install --no-interaction --no-ansi + + - name: Semantic Release + uses: cycjimmy/semantic-release-action@v4.1.0 + with: + semantic_version: 23 + extra_plugins: | + semantic-release-pypi@3 + @semantic-release/git + @semantic-release/commit-analyzer@12 + @semantic-release/release-notes-generator@13 + @semantic-release/github@10 + @semantic-release/changelog@6 + conventional-changelog-conventionalcommits@7 + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + PYPI_TOKEN: ${{ secrets.PYPI_TOKEN }} diff --git a/.releaserc.yml b/.releaserc.yml new file mode 100644 index 0000000..574eb74 --- /dev/null +++ b/.releaserc.yml @@ -0,0 +1,55 @@ +plugins: + - - "@semantic-release/commit-analyzer" + - preset: conventionalcommits + - - "@semantic-release/release-notes-generator" + - writerOpts: + commitsSort: + - subject + - scope + preset: conventionalcommits + presetConfig: + types: + - type: feat + section: Features + - type: fix + section: Bug Fixes + - type: chore + section: chore + - type: docs + section: Docs + - type: style + hidden: true + - type: refactor + section: Refactor + - type: perf + section: Perf + - type: test + section: Test + - type: build + section: Build + - type: ci + section: CI + - "@semantic-release/changelog" + - "semantic-release-pypi" + - "@semantic-release/github" + - - "@semantic-release/git" + - assets: + - CHANGELOG.md + - pyproject.toml + message: |- + ci(release): ${nextRelease.version} [skip ci] + + ${nextRelease.notes} +branches: + #child branches coming from tagged version for bugfix (1.1.x) or new features (1.x) + #maintenance branch + - name: "+([0-9])?(.{+([0-9]),x}).x" + channel: "stable" + #release a production version when merging towards main + - name: "main" + channel: "stable" + #prerelease branch + - name: "pre/beta" + channel: "dev" + prerelease: "beta" +debug: true diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 0000000..e69de29 From 5a17fdd16500d402fd95ea94d31b2e0c5d98d690 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 8 Oct 2024 01:39:49 +0200 Subject: [PATCH 17/71] fix: removed cache --- .github/workflows/ci-cd.yml | 38 ------------------------------------- 1 file changed, 38 deletions(-) diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml index 7c3105d..e760ff8 100644 --- a/.github/workflows/ci-cd.yml +++ b/.github/workflows/ci-cd.yml @@ -21,16 +21,6 @@ jobs: with: python-version: '3.9' - - name: Cache Python dependencies - uses: actions/cache@v3 - with: - path: | - ~/.cache/pip - ~/.cache/pypoetry - key: ${{ runner.os }}-pip-${{ hashFiles('**/poetry.lock') }} - restore-keys: | - ${{ runner.os }}-pip- - - name: Install Poetry run: pip install poetry @@ -40,14 +30,6 @@ jobs: - name: Build the package run: poetry build - - name: Cache build artifacts - uses: actions/cache@v3 - with: - path: dist/ - key: ${{ runner.os }}-build-${{ hashFiles('dist/**') }} - restore-keys: | - ${{ runner.os }}-build- - test: name: Test runs-on: ubuntu-latest @@ -61,16 +43,6 @@ jobs: with: python-version: '3.9' - - name: Cache Python dependencies - uses: actions/cache@v3 - with: - path: | - ~/.cache/pip - ~/.cache/pypoetry - key: ${{ runner.os }}-pip-${{ hashFiles('**/poetry.lock') }} - restore-keys: | - ${{ runner.os }}-pip- - - name: Install Poetry run: pip install poetry @@ -125,16 +97,6 @@ jobs: with: python-version: '3.9' - - name: Cache Python dependencies - uses: actions/cache@v3 - with: - path: | - ~/.cache/pip - ~/.cache/pypoetry - key: ${{ runner.os }}-pip-${{ hashFiles('**/poetry.lock') }} - restore-keys: | - ${{ runner.os }}-pip- - - name: Install Poetry run: pip install poetry From 03aa8295cb6251ecbccaf4df63efd19252bd1a4f Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 8 Oct 2024 02:27:10 +0200 Subject: [PATCH 18/71] feat: add makefile --- .pre-commit-config.yaml | 1 + Makefile | 55 +++++++++++++++++++++++++++++++++++++++++ docs/installation.md | 1 - docs/usage.md | 2 +- pyproject.toml | 1 - tox.ini | 42 ------------------------------- 6 files changed, 57 insertions(+), 45 deletions(-) create mode 100644 Makefile delete mode 100644 tox.ini diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index fdaed2d..57e42dd 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -20,3 +20,4 @@ repos: - id: trailing-whitespace - id: end-of-file-fixer - id: check-yaml + exclude: mkdocs.yml diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..5cf0cdb --- /dev/null +++ b/Makefile @@ -0,0 +1,55 @@ +# Makefile for Project Automation + +.PHONY: install lint type-check test docs serve-docs build all clean + +# Variables +PACKAGE_NAME = brickllm +TEST_DIR = tests + +# Default target +all: lint type-check test docs + +# Install project dependencies +install: + poetry install + +# Linting and Formatting Checks +lint: + poetry run ruff check $(PACKAGE_NAME) $(TEST_DIR) + poetry run black --check $(PACKAGE_NAME) $(TEST_DIR) + poetry run isort --check-only $(PACKAGE_NAME) $(TEST_DIR) + +# Type Checking with MyPy +type-check: + poetry run mypy $(PACKAGE_NAME) $(TEST_DIR) + +# Run Tests with Coverage +test: + poetry run pytest --cov=$(PACKAGE_NAME) --cov-report=xml $(TEST_DIR)/ + +# Build Documentation using MkDocs +docs: + poetry run mkdocs build + +# Serve Documentation Locally +serve-docs: + poetry run mkdocs serve + +# Run Pre-Commit Hooks +pre-commit: + poetry run pre-commit run --all-files + +# Clean Up Generated Files +clean: + rm -rf dist/ + rm -rf build/ + rm -rf *.egg-info + rm -rf htmlcov/ + rm -rf .mypy_cache/ + rm -rf .pytest_cache/ + rm -rf .ruff_cache/ + rm -rf site/ + +# Build the Package +build: + poetry build diff --git a/docs/installation.md b/docs/installation.md index 90dedc7..e2bda60 100644 --- a/docs/installation.md +++ b/docs/installation.md @@ -16,4 +16,3 @@ cd brickllm-lib # Install dependencies poetry install ``` - diff --git a/docs/usage.md b/docs/usage.md index fc56ab5..8f04b05 100644 --- a/docs/usage.md +++ b/docs/usage.md @@ -1 +1 @@ -# Usage \ No newline at end of file +# Usage diff --git a/pyproject.toml b/pyproject.toml index 890eecd..d4c26d9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -56,7 +56,6 @@ black = "*" mypy = "*" ruff = "*" isort = "*" -tox = "*" pre-commit = "*" types-setuptools = "^75.1.0.20240917" mkdocs = "^1.5" diff --git a/tox.ini b/tox.ini deleted file mode 100644 index e82b4e9..0000000 --- a/tox.ini +++ /dev/null @@ -1,42 +0,0 @@ -[tox] -requires = - tox>=4 -env_list = - py{39,310} - lint - type - coverage - -[testenv] -description = run the tests with pytest -skip_install = true -allowlist_externals = poetry -commands_pre = - poetry install -commands = - poetry run pytest {posargs:tests} - -[testenv:type] -description = run type checks -skip_install = true -allowlist_externals = poetry -commands_pre = - poetry install -commands = - poetry run mypy {posargs:brickllm tests} - -[testenv:lint] -description = run linter -skip_install = true -allowlist_externals = poetry -commands_pre = - poetry install -commands = poetry run ruff {posargs:brickllm tests} - -[testenv:coverage] -description = run coverage report -skip_install = true -allowlist_externals = poetry -commands_pre = - poetry install -commands = poetry run pytest --cov=brickllm tests/ From 2685307f08e9ac6e3c4dcb53d6be132a8c2a599b Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 8 Oct 2024 02:38:16 +0200 Subject: [PATCH 19/71] docs: add type validation --- brickllm/edges/validate_condition.py | 4 ++-- brickllm/graphs/brickschema_graph.py | 14 ++++++----- brickllm/helpers/llm_models.py | 2 +- brickllm/helpers/prompts.py | 10 ++++---- brickllm/nodes/get_elem_children.py | 4 +++- brickllm/nodes/get_elements.py | 4 +++- brickllm/nodes/get_relationships.py | 3 ++- brickllm/nodes/get_sensors.py | 4 +++- brickllm/nodes/schema_to_ttl.py | 3 ++- brickllm/nodes/validate_schema.py | 4 +++- brickllm/utils/get_hierarchy_info.py | 35 +++++++++++++++++++--------- brickllm/utils/query_brickschema.py | 2 +- 12 files changed, 57 insertions(+), 32 deletions(-) diff --git a/brickllm/edges/validate_condition.py b/brickllm/edges/validate_condition.py index d3449eb..c1efbca 100644 --- a/brickllm/edges/validate_condition.py +++ b/brickllm/edges/validate_condition.py @@ -1,9 +1,9 @@ -from typing import Literal +from typing import Any, Dict, Literal # from langgraph.graph import END -def validate_condition(state) -> Literal["schema_to_ttl", "__end__"]: +def validate_condition(state: Dict[str, Any]) -> Literal["schema_to_ttl", "__end__"]: """ Validate the condition for the next node to visit. diff --git a/brickllm/graphs/brickschema_graph.py b/brickllm/graphs/brickschema_graph.py index 8d2fa66..5e67a9e 100644 --- a/brickllm/graphs/brickschema_graph.py +++ b/brickllm/graphs/brickschema_graph.py @@ -1,5 +1,5 @@ import os -from typing import Union +from typing import Any, Dict, List, Union from langchain.chat_models.base import BaseChatModel from langgraph.graph import END, START, StateGraph @@ -63,7 +63,7 @@ def __init__(self, model: Union[str, BaseChatModel] = "openai"): # Initialize the result self.result = None - def _compiled_graph(self): + def _compiled_graph(self) -> StateGraph: """Check if the graph is compiled and return the compiled graph.""" if self.graph is None: raise ValueError( @@ -71,7 +71,7 @@ def _compiled_graph(self): ) return self.graph - def display(self, filename="graph.png") -> None: + def display(self, filename: str = "graph.png") -> None: """Display the compiled graph as an image. Args: @@ -94,7 +94,9 @@ def display(self, filename="graph.png") -> None: f"Failed to generate the graph image file: {filename}" ) - def run(self, prompt, stream=False): + def run( + self, prompt: str, stream: bool = False + ) -> Union[Dict[str, Any], List[Dict[str, Any]]]: """Run the graph with the given user prompt. Args: @@ -122,7 +124,7 @@ def run(self, prompt, stream=False): self.result = self.graph.invoke(input_data, self.config) return self.result - def get_state_snapshots(self) -> list: + def get_state_snapshots(self) -> List[Dict[str, Any]]: """Get all the state snapshots from the graph execution.""" all_states = [] @@ -131,7 +133,7 @@ def get_state_snapshots(self) -> list: return all_states - def save_ttl_output(self, output_file="brick_schema_output.ttl"): + def save_ttl_output(self, output_file: str = "brick_schema_output.ttl") -> None: """Save the TTL output to a file.""" if self.result is None: raise ValueError("No result found. Please run the graph first.") diff --git a/brickllm/helpers/llm_models.py b/brickllm/helpers/llm_models.py index ddda91e..9ce3bce 100644 --- a/brickllm/helpers/llm_models.py +++ b/brickllm/helpers/llm_models.py @@ -7,7 +7,7 @@ from langchain_openai import ChatOpenAI -def _get_model(model: Union[str, BaseChatModel]): +def _get_model(model: Union[str, BaseChatModel]) -> BaseChatModel: """ Get the LLM model based on the provided model type. diff --git a/brickllm/helpers/prompts.py b/brickllm/helpers/prompts.py index 3dbba20..49d37e1 100644 --- a/brickllm/helpers/prompts.py +++ b/brickllm/helpers/prompts.py @@ -2,7 +2,7 @@ Module containing the prompts used for the LLM models """ -get_elem_instructions = """ +get_elem_instructions: str = """ You are a BrickSchema ontology expert and you are provided with a user prompt which describes a building or facility.\n You are provided with a list of common elements that can be used to describe a building or facility.\n You are also provided with the elements description to understand what each element represents.\n @@ -11,7 +11,7 @@ ELEMENTS: {elements_dict} \n """ -get_elem_children_instructions = """ +get_elem_children_instructions: str = """ You are a BrickSchema ontology expert and you are provided with a user prompt which describes a building or facility.\n You are provided with a list of common elements that can be used to describe a building or facility.\n You are now asked to identify the elements presents in the user prompt.\n @@ -24,7 +24,7 @@ ELEMENTS HIERARCHY: {elements_list} \n """ -get_relationships_instructions = """ +get_relationships_instructions: str = """ You are a BrickSchema ontology expert and are provided with a detailed description of a building or facility.\n You are also provided with a hierarchical structure of identified building components.\n Your task is to determine the relationships between these components based on the context within the building description and the provided hierarchical structure.\n @@ -37,7 +37,7 @@ USER PROMPT: {prompt} """ -ttl_example = """ +ttl_example: str = """ @prefix bldg: . @prefix brick: . @prefix prj: . @@ -86,7 +86,7 @@ brick:isPartOf bldg:Milano_Residence_1 . """ -schema_to_ttl_instructions = """ +schema_to_ttl_instructions: str = """ You are a BrickSchema ontology expert and you are provided with a user prompt which describes a building or facility.\n You are provided with a dictionary containing the detected components in the building description.\n You are also provided with the hierarchical structure of the building components with their constraints BrickSchema compliant.\n diff --git a/brickllm/nodes/get_elem_children.py b/brickllm/nodes/get_elem_children.py index 5f5524d..484f97a 100644 --- a/brickllm/nodes/get_elem_children.py +++ b/brickllm/nodes/get_elem_children.py @@ -1,3 +1,5 @@ +from typing import Any, Dict + from langchain_core.messages import HumanMessage, SystemMessage from .. import ElemListSchema, State @@ -5,7 +7,7 @@ from ..utils import create_hierarchical_dict, filter_elements, get_children_hierarchy -def get_elem_children(state: State, config): +def get_elem_children(state: State, config: Dict[str, Any]) -> Dict[str, Any]: """ Identify child elements for each category in the element list using a language model. diff --git a/brickllm/nodes/get_elements.py b/brickllm/nodes/get_elements.py index 375e5f5..beb32d0 100644 --- a/brickllm/nodes/get_elements.py +++ b/brickllm/nodes/get_elements.py @@ -1,3 +1,5 @@ +from typing import Any, Dict + from langchain_core.messages import HumanMessage, SystemMessage from .. import ElemListSchema, State @@ -5,7 +7,7 @@ from ..utils import get_brick_definition, get_hierarchical_info -def get_elements(state: State, config): +def get_elements(state: State, config: Dict[str, Any]) -> Dict[str, Any]: """ Process the user prompt to identify elements within specified categories using a language model. diff --git a/brickllm/nodes/get_relationships.py b/brickllm/nodes/get_relationships.py index 2358eb3..81eb08b 100644 --- a/brickllm/nodes/get_relationships.py +++ b/brickllm/nodes/get_relationships.py @@ -1,5 +1,6 @@ import json from collections import defaultdict +from typing import Any, Dict from langchain_core.messages import HumanMessage, SystemMessage @@ -8,7 +9,7 @@ from ..utils import build_hierarchy, find_sensor_paths -def get_relationships(state: State, config): +def get_relationships(state: State, config: Dict[str, Any]) -> Dict[str, Any]: """ Determine relationships between building components using a language model. diff --git a/brickllm/nodes/get_sensors.py b/brickllm/nodes/get_sensors.py index ec5f5f2..0a386a4 100644 --- a/brickllm/nodes/get_sensors.py +++ b/brickllm/nodes/get_sensors.py @@ -1,7 +1,9 @@ +from typing import Any, Dict + from .. import State -def get_sensors(state: State): +def get_sensors(state: State) -> Dict[str, Any]: """ Retrieve sensor information for the building structure. diff --git a/brickllm/nodes/schema_to_ttl.py b/brickllm/nodes/schema_to_ttl.py index 3e18cb3..741a3e4 100644 --- a/brickllm/nodes/schema_to_ttl.py +++ b/brickllm/nodes/schema_to_ttl.py @@ -1,4 +1,5 @@ import json +from typing import Any, Dict from langchain_core.messages import HumanMessage, SystemMessage @@ -6,7 +7,7 @@ from ..helpers import schema_to_ttl_instructions, ttl_example -def schema_to_ttl(state: State, config): +def schema_to_ttl(state: State, config: Dict[str, Any]) -> Dict[str, Any]: """ Generate a TTL (Turtle) script from the building description and component hierarchy. diff --git a/brickllm/nodes/validate_schema.py b/brickllm/nodes/validate_schema.py index 908452a..aa84925 100644 --- a/brickllm/nodes/validate_schema.py +++ b/brickllm/nodes/validate_schema.py @@ -1,8 +1,10 @@ +from typing import Any, Dict + from .. import State from ..utils import validate_ttl -def validate_schema(state: State): +def validate_schema(state: State) -> Dict[str, Any]: """ Validate the generated TTL output against the BrickSchema. diff --git a/brickllm/utils/get_hierarchy_info.py b/brickllm/utils/get_hierarchy_info.py index cd5f3b9..bc65df6 100644 --- a/brickllm/utils/get_hierarchy_info.py +++ b/brickllm/utils/get_hierarchy_info.py @@ -2,6 +2,7 @@ import os import re from collections import defaultdict +from typing import Any, Dict, List, Tuple, Union import pkg_resources @@ -18,7 +19,9 @@ # Function to recursively find parents -def find_parents(current_data, target, parents=None): +def find_parents( + current_data: Dict[str, Any], target: str, parents: List[str] = None +) -> Tuple[bool, List[str]]: """ Recursively find the parent nodes of a target node in a hierarchical data structure. @@ -43,7 +46,7 @@ def find_parents(current_data, target, parents=None): # Function to get the children of a node -def get_children(current_data, target): +def get_children(current_data: Dict[str, Any], target: str) -> List[str]: """ Get the children of a target node in a hierarchical data structure. @@ -65,7 +68,11 @@ def get_children(current_data, target): # Function to flatten the hierarchy -def flatten_hierarchy(current_data, parent=None, result=None): +def flatten_hierarchy( + current_data: Dict[str, Any], + parent: str = None, + result: List[Tuple[str, str]] = None, +) -> List[Tuple[str, str]]: """ Flatten a hierarchical data structure into a list of parent-child tuples. @@ -88,7 +95,7 @@ def flatten_hierarchy(current_data, parent=None, result=None): # Main function to get hierarchy info -def get_hierarchical_info(key): +def get_hierarchical_info(key: str) -> Tuple[List[str], List[str]]: """ Get the hierarchical information of a node, including its parents and children. @@ -106,7 +113,7 @@ def get_hierarchical_info(key): # Function to recursively get all children and subchildren -def get_all_subchildren(current_data, target): +def get_all_subchildren(current_data: Dict[str, Any], target: str) -> Dict[str, Any]: """ Recursively get all children and subchildren of a target node. @@ -128,7 +135,9 @@ def get_all_subchildren(current_data, target): # Main function to get hierarchy dictionary -def get_children_hierarchy(key, flatten=False): +def get_children_hierarchy( + key: str, flatten: bool = False +) -> Union[Dict[str, Any], List[Tuple[str, str]]]: """ Get the hierarchy of children for a target node, optionally flattening the result. @@ -145,7 +154,7 @@ def get_children_hierarchy(key, flatten=False): # Function to filter elements based on the given conditions -def filter_elements(elements): +def filter_elements(elements: List[str]) -> List[str]: """ Filter elements based on their hierarchical relationships. @@ -171,7 +180,9 @@ def filter_elements(elements): return filtered_elements -def create_hierarchical_dict(elements, properties=False): +def create_hierarchical_dict( + elements: List[str], properties: bool = False +) -> Dict[str, Any]: """ Create a hierarchical dictionary from a list of elements, optionally including properties. @@ -210,7 +221,9 @@ def create_hierarchical_dict(elements, properties=False): return hierarchy -def find_sensor_paths(tree, path=None): +def find_sensor_paths( + tree: Dict[str, Any], path: List[str] = None +) -> List[Dict[str, str]]: """ Find paths to sensor nodes in a hierarchical tree structure. @@ -238,7 +251,7 @@ def find_sensor_paths(tree, path=None): return sensor_paths -def build_hierarchy(relationships): +def build_hierarchy(relationships: List[Tuple[str, str]]) -> Dict[str, Any]: """ Build a hierarchical tree structure from a list of parent-child relationships. @@ -250,7 +263,7 @@ def build_hierarchy(relationships): """ # Helper function to recursively build the tree structure - def build_tree(node, tree_dict): + def build_tree(node: str, tree_dict: Dict[str, List[str]]) -> Dict[str, Any]: return ( { "name": node, diff --git a/brickllm/utils/query_brickschema.py b/brickllm/utils/query_brickschema.py index ca77467..803eb1c 100644 --- a/brickllm/utils/query_brickschema.py +++ b/brickllm/utils/query_brickschema.py @@ -46,7 +46,7 @@ def get_brick_definition(element_name: str) -> str: # Function to get the query result without using pandas -def get_query_result(query): +def get_query_result(query: str) -> list: """ Execute a SPARQL query on the Brick schema graph and return the results. From 580199bed69754fbaa0150c6789292dc20151b63 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 8 Oct 2024 13:03:26 +0200 Subject: [PATCH 20/71] chore: modified cicd --- .github/workflows/ci-cd.yml | 4 +- brickllm/edges/validate_condition.py | 8 +-- brickllm/helpers/llm_models.py | 2 +- brickllm/nodes/get_elem_children.py | 6 +- brickllm/utils/get_hierarchy_info.py | 85 +++++++++++++++------------- brickllm/utils/query_brickschema.py | 54 ++++++++++-------- 6 files changed, 88 insertions(+), 71 deletions(-) diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml index e760ff8..5336a0c 100644 --- a/.github/workflows/ci-cd.yml +++ b/.github/workflows/ci-cd.yml @@ -55,8 +55,8 @@ jobs: poetry run black --check brickllm tests poetry run isort --check-only brickllm tests - - name: Run Type Checking - run: poetry run mypy brickllm tests + # - name: Run Type Checking + # run: poetry run mypy brickllm tests - name: Run Tests with Coverage run: poetry run pytest --cov=brickllm --cov-report=xml tests/ diff --git a/brickllm/edges/validate_condition.py b/brickllm/edges/validate_condition.py index c1efbca..5806c36 100644 --- a/brickllm/edges/validate_condition.py +++ b/brickllm/edges/validate_condition.py @@ -1,21 +1,19 @@ from typing import Any, Dict, Literal -# from langgraph.graph import END - def validate_condition(state: Dict[str, Any]) -> Literal["schema_to_ttl", "__end__"]: """ Validate the condition for the next node to visit. Args: - state (State): The current state containing the validation result. + state (Dict[str, Any]): The current state containing the validation result. Returns: Literal["schema_to_ttl", "__end__"]: The next node to visit. """ - is_valid = state.get("is_valid") - max_iter = state.get("validation_max_iter") + is_valid = state.get("is_valid", False) + max_iter = state.get("validation_max_iter", 0) if max_iter > 0 and not is_valid: return "schema_to_ttl" diff --git a/brickllm/helpers/llm_models.py b/brickllm/helpers/llm_models.py index 9ce3bce..84c1d82 100644 --- a/brickllm/helpers/llm_models.py +++ b/brickllm/helpers/llm_models.py @@ -27,7 +27,7 @@ def _get_model(model: Union[str, BaseChatModel]) -> BaseChatModel: if model == "openai": return ChatOpenAI(temperature=0, model="gpt-4o") elif model == "anthropic": - return ChatAnthropic(temperature=0, model="claude-3-sonnet-20240229") + return ChatAnthropic(temperature=0, model_name="claude-3-sonnet-20240229") elif model == "fireworks": return ChatFireworks( temperature=0, model="accounts/fireworks/models/llama-v3p1-70b-instruct" diff --git a/brickllm/nodes/get_elem_children.py b/brickllm/nodes/get_elem_children.py index 484f97a..0c8c70b 100644 --- a/brickllm/nodes/get_elem_children.py +++ b/brickllm/nodes/get_elem_children.py @@ -27,7 +27,11 @@ def get_elem_children(state: State, config: Dict[str, Any]) -> Dict[str, Any]: for category in categories: children_list = get_children_hierarchy(category, flatten=True) children_string = "\n".join( - [f"{parent} -> {child}" for parent, child in children_list] + [ + f"{parent} -> {child}" + for parent, child in children_list + if isinstance(parent, str) and isinstance(child, str) + ] ) category_dict[category] = children_string diff --git a/brickllm/utils/get_hierarchy_info.py b/brickllm/utils/get_hierarchy_info.py index bc65df6..307e1eb 100644 --- a/brickllm/utils/get_hierarchy_info.py +++ b/brickllm/utils/get_hierarchy_info.py @@ -2,7 +2,7 @@ import os import re from collections import defaultdict -from typing import Any, Dict, List, Tuple, Union +from typing import Any, Dict, List, Optional, Tuple, Union import pkg_resources @@ -20,18 +20,18 @@ # Function to recursively find parents def find_parents( - current_data: Dict[str, Any], target: str, parents: List[str] = None + current_data: Dict[str, Any], target: str, parents: Optional[List[str]] = None ) -> Tuple[bool, List[str]]: """ Recursively find the parent nodes of a target node in a hierarchical data structure. Args: - current_data (dict): The current level of the hierarchy to search. + current_data (Dict[str, Any]): The current level of the hierarchy to search. target (str): The target node to find parents for. - parents (list, optional): Accumulated list of parent nodes. Defaults to None. + parents (Optional[List[str]], optional): Accumulated list of parent nodes. Defaults to None. Returns: - tuple: A tuple containing a boolean indicating if the target was found and a list of parent nodes. + Tuple[bool, List[str]]: A tuple containing a boolean indicating if the target was found and a list of parent nodes. """ if parents is None: parents = [] @@ -51,11 +51,11 @@ def get_children(current_data: Dict[str, Any], target: str) -> List[str]: Get the children of a target node in a hierarchical data structure. Args: - current_data (dict): The current level of the hierarchy to search. + current_data (Dict[str, Any]): The current level of the hierarchy to search. target (str): The target node to find children for. Returns: - list: A list of child nodes. + List[str]: A list of child nodes. """ if target in current_data: return list(current_data[target].keys()) @@ -70,19 +70,19 @@ def get_children(current_data: Dict[str, Any], target: str) -> List[str]: # Function to flatten the hierarchy def flatten_hierarchy( current_data: Dict[str, Any], - parent: str = None, - result: List[Tuple[str, str]] = None, + parent: Optional[str] = None, + result: Optional[List[Tuple[str, str]]] = None, ) -> List[Tuple[str, str]]: """ Flatten a hierarchical data structure into a list of parent-child tuples. Args: - current_data (dict): The current level of the hierarchy to flatten. - parent (str, optional): The parent node. Defaults to None. - result (list, optional): Accumulated list of parent-child tuples. Defaults to None. + current_data (Dict[str, Any]): The current level of the hierarchy to flatten. + parent (Optional[str], optional): The parent node. Defaults to None. + result (Optional[List[Tuple[str, str]]], optional): Accumulated list of parent-child tuples. Defaults to None. Returns: - list: A list of tuples representing parent-child relationships. + List[Tuple[str, str]]: A list of tuples representing parent-child relationships. """ if result is None: result = [] @@ -103,7 +103,7 @@ def get_hierarchical_info(key: str) -> Tuple[List[str], List[str]]: key (str): The target node to get information for. Returns: - tuple: A tuple containing a list of parent nodes and a list of child nodes. + Tuple[List[str], List[str]]: A tuple containing a list of parent nodes and a list of child nodes. """ # Get parents found, parents = find_parents(data, key) @@ -118,14 +118,18 @@ def get_all_subchildren(current_data: Dict[str, Any], target: str) -> Dict[str, Recursively get all children and subchildren of a target node. Args: - current_data (dict): The current level of the hierarchy to search. + current_data (Dict[str, Any]): The current level of the hierarchy to search. target (str): The target node to find children for. Returns: - dict: A dictionary representing the subtree of the target node. + Dict[str, Any]: A dictionary representing the subtree of the target node. """ if target in current_data: - return current_data[target] + sub_tree = current_data[target] + if isinstance(sub_tree, dict): + return sub_tree + else: + return {} for key, value in current_data.items(): if isinstance(value, dict): result = get_all_subchildren(value, target) @@ -146,7 +150,7 @@ def get_children_hierarchy( flatten (bool, optional): Whether to flatten the hierarchy. Defaults to False. Returns: - dict or list: A dictionary representing the hierarchy or a list of parent-child tuples if flattened. + Union[Dict[str, Any], List[Tuple[str, str]]]: A dictionary representing the hierarchy or a list of parent-child tuples if flattened. """ if flatten: return flatten_hierarchy(get_all_subchildren(data, key)) @@ -159,10 +163,10 @@ def filter_elements(elements: List[str]) -> List[str]: Filter elements based on their hierarchical relationships. Args: - elements (list): A list of elements to filter. + elements (List[str]): A list of elements to filter. Returns: - list: A list of filtered elements. + List[str]: A list of filtered elements. """ elements_info = {element: get_hierarchical_info(element) for element in elements} filtered_elements = [] @@ -187,13 +191,13 @@ def create_hierarchical_dict( Create a hierarchical dictionary from a list of elements, optionally including properties. Args: - elements (list): A list of elements to include in the hierarchy. + elements (List[str]): A list of elements to include in the hierarchy. properties (bool, optional): Whether to include properties in the hierarchy. Defaults to False. Returns: - dict: A dictionary representing the hierarchical structure. + Dict[str, Any]: A dictionary representing the hierarchical structure. """ - hierarchy = {} + hierarchy: Dict[str, Any] = {} for category in elements: parents, _ = get_hierarchical_info(category) @@ -214,7 +218,7 @@ def create_hierarchical_dict( # remove "message" key from the dictionary for prop in elem_property.keys(): elem_property[prop].pop("message") - current_level[category] = elem_property + current_level[category] = {"properties": elem_property} else: current_level[category] = {} @@ -222,26 +226,26 @@ def create_hierarchical_dict( def find_sensor_paths( - tree: Dict[str, Any], path: List[str] = None + tree: Dict[str, Any], path: Optional[List[str]] = None ) -> List[Dict[str, str]]: """ Find paths to sensor nodes in a hierarchical tree structure. Args: - tree (dict): The hierarchical tree structure. - path (list, optional): Accumulated path to the current node. Defaults to None. + tree (Dict[str, Any]): The hierarchical tree structure. + path (Optional[List[str]], optional): Accumulated path to the current node. Defaults to None. Returns: - list: A list of dictionaries containing sensor names and their paths. + List[Dict[str, str]]: A list of dictionaries containing sensor names and their paths. """ if path is None: path = [] - current_path = path + [tree["name"]] + current_path = path + [tree.get("name", "")] if "children" not in tree or not tree["children"]: - if re.search(r"Sensor", tree["name"]): + if re.search(r"Sensor", tree.get("name", "")): sensor_path = ">".join(current_path[:-1]) - return [{"name": tree["name"], "path": sensor_path}] + return [{"name": tree.get("name", ""), "path": sensor_path}] return [] sensor_paths = [] @@ -256,10 +260,10 @@ def build_hierarchy(relationships: List[Tuple[str, str]]) -> Dict[str, Any]: Build a hierarchical tree structure from a list of parent-child relationships. Args: - relationships (list): A list of tuples representing parent-child relationships. + relationships (List[Tuple[str, str]]): A list of tuples representing parent-child relationships. Returns: - dict: A dictionary representing the hierarchical tree structure. + Dict[str, Any]: A dictionary representing the hierarchical tree structure. """ # Helper function to recursively build the tree structure @@ -270,11 +274,11 @@ def build_tree(node: str, tree_dict: Dict[str, List[str]]) -> Dict[str, Any]: "children": [build_tree(child, tree_dict) for child in tree_dict[node]], } if tree_dict[node] - else {"name": node} + else {"name": node, "children": []} ) # Create a dictionary to hold parent-children relationships - tree_dict = defaultdict(list) + tree_dict: Dict[str, List[str]] = defaultdict(list) nodes = set() # Fill the dictionary with data from relationships @@ -283,9 +287,12 @@ def build_tree(node: str, tree_dict: Dict[str, List[str]]) -> Dict[str, Any]: nodes.update([parent, child]) # Find the root (a node that is never a child) - root = next( - node for node in tree_dict if all(node != child for _, child in relationships) - ) + root_candidates = { + node for node in nodes if node not in {child for _, child in relationships} + } + if not root_candidates: + raise ValueError("No root found in relationships") + root = next(iter(root_candidates)) # Build the hierarchical structure starting from the root hierarchy = build_tree(root, tree_dict) @@ -302,7 +309,7 @@ def extract_ttl_content(input_string: str) -> str: Returns: str: The extracted content between the code block markers. """ - # Use regex to match content between ```python and ``` + # Use regex to match content between ```code and ``` match = re.search(r"```code\s*(.*?)\s*```", input_string, re.DOTALL) if match: return match.group(1).strip() diff --git a/brickllm/utils/query_brickschema.py b/brickllm/utils/query_brickschema.py index 803eb1c..c1e1583 100644 --- a/brickllm/utils/query_brickschema.py +++ b/brickllm/utils/query_brickschema.py @@ -1,9 +1,11 @@ import os import re +from typing import Dict, List, Optional, Tuple, Union import pkg_resources import pyshacl from rdflib import Graph, Namespace, URIRef +from rdflib.query import ResultRow # Path to the Brick schema Turtle file brick_ttl_path = pkg_resources.resource_filename( @@ -46,7 +48,7 @@ def get_brick_definition(element_name: str) -> str: # Function to get the query result without using pandas -def get_query_result(query: str) -> list: +def get_query_result(query: str) -> List[Dict[str, str]]: """ Execute a SPARQL query on the Brick schema graph and return the results. @@ -54,16 +56,17 @@ def get_query_result(query: str) -> list: query (str): The SPARQL query to execute. Returns: - list: A list of dictionaries representing the query results. + List[Dict[str, str]]: A list of dictionaries representing the query results. """ result = g.query(query) # Convert the result to a list of dictionaries where keys are the variable names - query_vars = list(result.vars) - data = [] + query_vars = list(result.vars) if result.vars is not None else [] + data: List[Dict[str, Optional[str]]] = [] for row in result: - data.append( - {str(var): str(row[var]) if row[var] else None for var in query_vars} - ) + if isinstance(row, ResultRow): + data.append( + {str(var): str(row[var]) if row[var] else None for var in query_vars} + ) # Remove entries with None values and reset index cleaned_data = [ {key: value for key, value in row.items() if value is not None} for row in data @@ -72,15 +75,15 @@ def get_query_result(query: str) -> list: # Function to clean the result, extracting the needed part of the URI -def clean_result(data): +def clean_result(data: List[str]) -> List[str]: """ Extract the relevant part of a URI from a list of data. Args: - data (list): A list of URIs to clean. + data (List[str]): A list of URIs to clean. Returns: - list: A list of extracted parts from the URIs. + List[str]: A list of extracted parts from the URIs. """ return [ re.findall(r"#(\w+)", value)[0] @@ -90,7 +93,7 @@ def clean_result(data): # Function to create a SPARQL query for subclasses -def query_subclass(element): +def query_subclass(element: str) -> str: """ Create a SPARQL query to find subclasses of a given element. @@ -104,7 +107,7 @@ def query_subclass(element): # Function to create a SPARQL query for properties -def query_properties(element): +def query_properties(element: str) -> str: """ Create a SPARQL query to find properties of a given element. @@ -125,7 +128,7 @@ def query_properties(element): # Function to iteratively find subclasses -def iterative_subclasses(element): +def iterative_subclasses(element: str) -> List[str]: """ Iteratively find all subclasses of a given element. @@ -133,9 +136,9 @@ def iterative_subclasses(element): element (str): The element to find subclasses for. Returns: - list: A list of subclasses. + List[str]: A list of subclasses. """ - subclasses = [] + subclasses: List[str] = [] sub_class_data = get_query_result(query_subclass(element)) subClass = ( clean_result([row["subclass"] for row in sub_class_data]) @@ -164,7 +167,7 @@ def iterative_subclasses(element): # General query function to retrieve properties and relationships -def general_query(element): +def general_query(element: str) -> Dict[str, Dict[str, Union[str, List[str]]]]: """ Retrieve properties and relationships for a given element. @@ -172,14 +175,14 @@ def general_query(element): element (str): The element to retrieve properties and relationships for. Returns: - dict: A dictionary containing properties and their constraints. + Dict[str, Dict[str, Union[str, List[str]]]]: A dictionary containing properties and their constraints. """ subclasses = iterative_subclasses(element) if not subclasses: return {} query_data = get_query_result(query_properties(subclasses[-1])) - relationships = {} + relationships: Dict[str, Dict[str, Union[str, List[str]]]] = {} for row in query_data: property_name = clean_result([row["path"]])[0] @@ -189,14 +192,19 @@ def general_query(element): "constraint": clean_result([row["class"]]), } else: - relationships[property_name]["constraint"].extend( - clean_result([row["class"]]) - ) + if isinstance(relationships[property_name]["constraint"], list): + relationships[property_name]["constraint"].extend( + clean_result([row["class"]]) + ) + else: + relationships[property_name]["constraint"] = clean_result( + [row["class"]] + ) return {"property": relationships} -def validate_ttl(ttl_file: str, method: str = "pyshacl"): +def validate_ttl(ttl_file: str, method: str = "pyshacl") -> Tuple[bool, str]: """ Validate a TTL file using the specified method. @@ -205,7 +213,7 @@ def validate_ttl(ttl_file: str, method: str = "pyshacl"): method (str): The method to use for validation. Default is 'pyshacl'. Returns: - tuple: A tuple containing a boolean indicating if the validation was successful and a validation report. + Tuple[bool, str]: A tuple containing a boolean indicating if the validation was successful and a validation report or error message. """ # Load the ttl file output_graph = Graph() From 32d99239c05ee01922e7ba2ff51776dc0f3fb88a Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Fri, 11 Oct 2024 14:27:35 +0200 Subject: [PATCH 21/71] fix: replace '#' with '.' in prompts RDF does not support '#', since it generally separates the namespace from the local part. --- brickllm/helpers/prompts.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/brickllm/helpers/prompts.py b/brickllm/helpers/prompts.py index 49d37e1..de6c9dc 100644 --- a/brickllm/helpers/prompts.py +++ b/brickllm/helpers/prompts.py @@ -29,10 +29,10 @@ You are also provided with a hierarchical structure of identified building components.\n Your task is to determine the relationships between these components based on the context within the building description and the provided hierarchical structure.\n The relationships should reflect direct connections or associations as described or implied in the prompt.\n - Each element must be followed by a hash symbol (#) and a number to differentiate between elements of the same type (e.g., Room#1, Room#2).\n - An example of output is the following: [('Building#1', 'Floor#1'), ('Floor#1', 'Room#1'), ('Building#1','Floor#2'), ...]\n + Each element must be followed by a dot symbol (.) and a number to differentiate between elements of the same type (e.g., Room.1, Room.2).\n + An example of output is the following: [('Building.1', 'Floor.1'), ('Floor.1', 'Room.1'), ('Building.1','Floor.2'), ...]\n DO NOT add relationships on the output but only the components names, always add first the parent and then the child.\n - If an element has no relationships, add an empty string in place of the missing component ("Room#1","").\n + If an element has no relationships, add an empty string in place of the missing component ("Room.1","").\n Hierarchical structure: {building_structure}\n USER PROMPT: {prompt} """ From 5698f49be5f1c2c0251f37816f890fb475e5a65e Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Fri, 11 Oct 2024 15:53:40 +0200 Subject: [PATCH 22/71] fix: added StringIO conversion --- brickllm/helpers/llm_models.py | 4 ---- brickllm/utils/query_brickschema.py | 3 ++- examples/{example_anthropic.py => example_openai.py} | 6 ++++++ 3 files changed, 8 insertions(+), 5 deletions(-) rename examples/{example_anthropic.py => example_openai.py} (86%) diff --git a/brickllm/helpers/llm_models.py b/brickllm/helpers/llm_models.py index 84c1d82..7bdc162 100644 --- a/brickllm/helpers/llm_models.py +++ b/brickllm/helpers/llm_models.py @@ -1,6 +1,5 @@ from typing import Union -from dotenv import load_dotenv from langchain.chat_models.base import BaseChatModel from langchain_anthropic import ChatAnthropic from langchain_fireworks import ChatFireworks @@ -21,9 +20,6 @@ def _get_model(model: Union[str, BaseChatModel]) -> BaseChatModel: if isinstance(model, BaseChatModel): return model - # Load environment variables - load_dotenv() - if model == "openai": return ChatOpenAI(temperature=0, model="gpt-4o") elif model == "anthropic": diff --git a/brickllm/utils/query_brickschema.py b/brickllm/utils/query_brickschema.py index c1e1583..30a92d1 100644 --- a/brickllm/utils/query_brickschema.py +++ b/brickllm/utils/query_brickschema.py @@ -1,5 +1,6 @@ import os import re +from io import StringIO from typing import Dict, List, Optional, Tuple, Union import pkg_resources @@ -218,7 +219,7 @@ def validate_ttl(ttl_file: str, method: str = "pyshacl") -> Tuple[bool, str]: # Load the ttl file output_graph = Graph() try: - output_graph.parse(ttl_file, format="ttl") + output_graph.parse(StringIO(ttl_file), format="ttl") except Exception as e: return False, f"Failed to parse the TTL file. Content: {e}" diff --git a/examples/example_anthropic.py b/examples/example_openai.py similarity index 86% rename from examples/example_anthropic.py rename to examples/example_openai.py index fba78b3..9fa0e5c 100644 --- a/examples/example_anthropic.py +++ b/examples/example_openai.py @@ -1,5 +1,11 @@ +from dotenv import load_dotenv + from brickllm.graphs import BrickSchemaGraph +# Load environment variables +load_dotenv() + +# Specify the user prompt building_description = """ I have a building located in Bolzano. It has 3 floors and each floor has 1 office. From 633bb93312fde7ea6fd987fd471690cee705092e Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:11:06 +0200 Subject: [PATCH 23/71] feat: integration of ollama fine-tuned model --- brickllm/helpers/llm_models.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/brickllm/helpers/llm_models.py b/brickllm/helpers/llm_models.py index 7bdc162..0c8578f 100644 --- a/brickllm/helpers/llm_models.py +++ b/brickllm/helpers/llm_models.py @@ -4,6 +4,7 @@ from langchain_anthropic import ChatAnthropic from langchain_fireworks import ChatFireworks from langchain_openai import ChatOpenAI +from langchain_community.llms import Ollama def _get_model(model: Union[str, BaseChatModel]) -> BaseChatModel: @@ -28,5 +29,7 @@ def _get_model(model: Union[str, BaseChatModel]) -> BaseChatModel: return ChatFireworks( temperature=0, model="accounts/fireworks/models/llama-v3p1-70b-instruct" ) + elif model == "llama3.1:8b-brick": + return Ollama(model="llama3.1:8b-brick-v8") else: raise ValueError(f"Unsupported model type: {model}") From 7a22eb8d78ded987811d8da9c2daa851ee873d2b Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:11:41 +0200 Subject: [PATCH 24/71] feat: fine-tuned prompt template --- brickllm/helpers/__init__.py | 2 ++ brickllm/helpers/prompts.py | 11 +++++++++++ 2 files changed, 13 insertions(+) diff --git a/brickllm/helpers/__init__.py b/brickllm/helpers/__init__.py index c6394a8..f25b6fa 100644 --- a/brickllm/helpers/__init__.py +++ b/brickllm/helpers/__init__.py @@ -5,6 +5,7 @@ get_relationships_instructions, schema_to_ttl_instructions, ttl_example, + prompt_template_local ) __all__ = [ @@ -14,4 +15,5 @@ "get_relationships_instructions", "schema_to_ttl_instructions", "ttl_example", + "prompt_template_local" ] diff --git a/brickllm/helpers/prompts.py b/brickllm/helpers/prompts.py index de6c9dc..86e8f83 100644 --- a/brickllm/helpers/prompts.py +++ b/brickllm/helpers/prompts.py @@ -103,3 +103,14 @@ COMPONENTS DICT: {sensors_dict}\n """ + +prompt_template_local: str = """ + Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request. + + {instructions} + + ### Input: + {user_prompt} + + ### Response: +""" \ No newline at end of file From dd625caa776d8cf987a4a0d6d887c05e31eb82eb Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:13:08 +0200 Subject: [PATCH 25/71] feat: local generation node using the fine-tuning --- brickllm/nodes/__init__.py | 2 ++ brickllm/nodes/generation_local.py | 33 ++++++++++++++++++++++++++++++ 2 files changed, 35 insertions(+) create mode 100644 brickllm/nodes/generation_local.py diff --git a/brickllm/nodes/__init__.py b/brickllm/nodes/__init__.py index f17bf46..e0adeed 100644 --- a/brickllm/nodes/__init__.py +++ b/brickllm/nodes/__init__.py @@ -4,6 +4,7 @@ from .get_sensors import get_sensors from .schema_to_ttl import schema_to_ttl from .validate_schema import validate_schema +from .generation_local import generation_local __all__ = [ "get_elem_children", @@ -12,4 +13,5 @@ "get_sensors", "schema_to_ttl", "validate_schema", + "generation_local" ] diff --git a/brickllm/nodes/generation_local.py b/brickllm/nodes/generation_local.py new file mode 100644 index 0000000..059ad17 --- /dev/null +++ b/brickllm/nodes/generation_local.py @@ -0,0 +1,33 @@ +from typing import Any, Dict +from .. import State +from ..helpers import prompt_template_local +from ..utils import extract_rdf_graph + + +def generation_local(state: State, config: Dict[str, Any]) -> Dict[str, Any]: + """ + Generate the RDF graph using the local LLM from a prompt containing the building description and the instruction + + Args: + state (State): The current state containing the user prompt and the instructions. + config (dict): Configuration dictionary containing the language model. + + Returns: + dict: A dictionary containing the output generated. + """ + + print("---One shot generation---") + + instructions = state["instructions"] + user_prompt = state["user_prompt"] + + llm = config.get("configurable", {}.get("llm_model"))["llm_model"] + + message = prompt_template_local.format( + instructions=instructions, user_prompt=user_prompt + ) + + answer = llm.invoke(message) + ttl_output = extract_rdf_graph(answer) + + return {"ttl_output": ttl_output} From 4b85fc7d07d48fd287b8b99902f406cdc0fbe417 Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:13:54 +0200 Subject: [PATCH 26/71] feat: update config and states for hosting also the local model instructions --- brickllm/configs.py | 2 +- brickllm/states.py | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/brickllm/configs.py b/brickllm/configs.py index 5795ee2..a6f82e7 100644 --- a/brickllm/configs.py +++ b/brickllm/configs.py @@ -5,4 +5,4 @@ # Define the config class GraphConfig(TypedDict): - model: Union[Literal["anthropic", "openai", "fireworks"], BaseChatModel] + model: Union[Literal["anthropic", "openai", "fireworks", "llama3.1:8b-brick"], BaseChatModel] diff --git a/brickllm/states.py b/brickllm/states.py index 52ebe4d..76e652f 100644 --- a/brickllm/states.py +++ b/brickllm/states.py @@ -5,6 +5,7 @@ # state for BrickSchemaGraph class class State(TypedDict): + instructions: str user_prompt: str elem_list: List[str] # elem_children_list: List[str] From f228764b5757c4f1c84714a2aee4321969d144c3 Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:18:13 +0200 Subject: [PATCH 27/71] feat: validate local llm (we need another function since the return node is different --- brickllm/edges/__init__.py | 4 +++- brickllm/edges/validate_condition_local.py | 21 +++++++++++++++++++++ brickllm/nodes/generation_local.py | 2 +- 3 files changed, 25 insertions(+), 2 deletions(-) create mode 100644 brickllm/edges/validate_condition_local.py diff --git a/brickllm/edges/__init__.py b/brickllm/edges/__init__.py index 7845954..4641a7a 100644 --- a/brickllm/edges/__init__.py +++ b/brickllm/edges/__init__.py @@ -1,3 +1,5 @@ from .validate_condition import validate_condition +from .validate_condition_local import validate_condition_local -__all__ = ["validate_condition"] +__all__ = ["validate_condition", + "validate_condition_local"] diff --git a/brickllm/edges/validate_condition_local.py b/brickllm/edges/validate_condition_local.py new file mode 100644 index 0000000..a0fb632 --- /dev/null +++ b/brickllm/edges/validate_condition_local.py @@ -0,0 +1,21 @@ +from typing import Any, Dict, Literal + + +def validate_condition_local(state: Dict[str, Any]) -> Literal["generation_local", "__end__"]: + """ + Validate the condition for the next node to visit. + + Args: + state (Dict[str, Any]): The current state containing the validation result. + + Returns: + Literal["schema_to_ttl", "__end__"]: The next node to visit. + """ + + is_valid = state.get("is_valid", False) + max_iter = state.get("validation_max_iter", 2) + + if max_iter > 0 and not is_valid: + return "generation_local" + + return "__end__" diff --git a/brickllm/nodes/generation_local.py b/brickllm/nodes/generation_local.py index 059ad17..b3f07d9 100644 --- a/brickllm/nodes/generation_local.py +++ b/brickllm/nodes/generation_local.py @@ -16,7 +16,7 @@ def generation_local(state: State, config: Dict[str, Any]) -> Dict[str, Any]: dict: A dictionary containing the output generated. """ - print("---One shot generation---") + print("---One shot generation with local LLM Node---") instructions = state["instructions"] user_prompt = state["user_prompt"] From 740143ece49cc2c10f97dd956c8b89d4238978aa Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:18:51 +0200 Subject: [PATCH 28/71] feat: rdf parser from raw llm response --- brickllm/utils/__init__.py | 3 +++ brickllm/utils/rdf_parser.py | 51 ++++++++++++++++++++++++++++++++++++ 2 files changed, 54 insertions(+) create mode 100644 brickllm/utils/rdf_parser.py diff --git a/brickllm/utils/__init__.py b/brickllm/utils/__init__.py index 12e7a45..83f2a0f 100644 --- a/brickllm/utils/__init__.py +++ b/brickllm/utils/__init__.py @@ -22,6 +22,8 @@ validate_ttl, ) +from .rdf_parser import extract_rdf_graph + __all__ = [ "find_parents", "get_children", @@ -42,4 +44,5 @@ "iterative_subclasses", "general_query", "validate_ttl", + "extract_rdf_graph" ] diff --git a/brickllm/utils/rdf_parser.py b/brickllm/utils/rdf_parser.py new file mode 100644 index 0000000..8df31d2 --- /dev/null +++ b/brickllm/utils/rdf_parser.py @@ -0,0 +1,51 @@ +from rdflib import Graph +import re + + +def extract_rdf_graph(llm_response: str) -> str: + + all_lines = llm_response.splitlines() + for i, line in enumerate(all_lines): + all_lines[i] = line.strip() + llm_response = '\n'.join(all_lines).strip() + + if not llm_response.strip().startswith("@prefix "): + # Try to find RDF content within backticks + backtick_pattern = re.compile(r'```(.*?)```', re.DOTALL) + match = backtick_pattern.search(llm_response) + if match: + llm_response = match.group(1).strip() + # return rdf_graph + # If no backticks, look for RDF starting with @prefix + rdf_start_pattern = re.compile(r'@prefix [^\s]*: <[^>]*', re.DOTALL) + match = rdf_start_pattern.search(llm_response) + if match: + start_index = match.start() + rdf_content = llm_response[start_index:].strip() + else: + # If no valid RDF content is found, raise an error + raise ValueError("No valid RDF found in the provided graph content.") + else: + rdf_content = llm_response.strip() + lines = rdf_content.splitlines() + if lines and lines[-1].strip().endswith('```'): + rdf_graph = '\n'.join(lines[:-1]) # Remove the last line + else: + flag_last_line = False + while not flag_last_line: + last_line = lines[-1].strip() if lines else '' + if any(word in last_line for word in ['note', 'Note', 'Please', 'please', 'Here', 'here']): + lines.pop() + elif not (last_line.startswith('bldg:') or last_line.startswith('ref:') or last_line.startswith('unit:') or last_line.startswith('brick:') or last_line.startswith('a')): # or any(["note", "Note", "Please"]) in last_line: + lines.pop() + elif '```' in last_line.strip(): + lines.pop() + else: + flag_last_line = True + rdf_graph = '\n'.join(lines).strip() + + # # TODO: Insert custom namespace based on user request + # if "@prefix bldg: " not in rdf_graph: + # rdf_graph = "@prefix bldg: .\n" + rdf_graph + + return rdf_graph \ No newline at end of file From b80e8554389eef596701fde2755b7ce09fe64707 Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:19:14 +0200 Subject: [PATCH 29/71] feat: BrickSchemaGraphLocal workflow definition --- brickllm/compiled_graphs.py | 3 +- brickllm/graphs/__init__.py | 2 + brickllm/graphs/brickschema_graph_local.py | 72 ++++++++++++++++++++++ 3 files changed, 76 insertions(+), 1 deletion(-) create mode 100644 brickllm/graphs/brickschema_graph_local.py diff --git a/brickllm/compiled_graphs.py b/brickllm/compiled_graphs.py index 662f80f..7fb6b3b 100644 --- a/brickllm/compiled_graphs.py +++ b/brickllm/compiled_graphs.py @@ -1,4 +1,5 @@ -from .graphs import BrickSchemaGraph +from .graphs import BrickSchemaGraph, BrickSchemaGraphLocal # compiled graph brickschema_graph = BrickSchemaGraph()._compiled_graph() +brickschema_graph_local = BrickSchemaGraphLocal(BrickSchemaGraph())._compiled_graph() diff --git a/brickllm/graphs/__init__.py b/brickllm/graphs/__init__.py index e51e77a..d451a2c 100644 --- a/brickllm/graphs/__init__.py +++ b/brickllm/graphs/__init__.py @@ -1,5 +1,7 @@ from .brickschema_graph import BrickSchemaGraph +from .brickschema_graph_local import BrickSchemaGraphLocal __all__ = [ "BrickSchemaGraph", + "BrickSchemaGraphLocal" ] diff --git a/brickllm/graphs/brickschema_graph_local.py b/brickllm/graphs/brickschema_graph_local.py new file mode 100644 index 0000000..f99b06a --- /dev/null +++ b/brickllm/graphs/brickschema_graph_local.py @@ -0,0 +1,72 @@ +from typing import Any, Dict, List, Union +from langchain.chat_models.base import BaseChatModel +from langgraph.graph import END, START, StateGraph + +from .brickschema_graph import BrickSchemaGraph +from .. import GraphConfig, State +from ..helpers.llm_models import _get_model +from ..nodes import generation_local, validate_schema +from ..edges import validate_condition_local + + +class BrickSchemaGraphLocal(BrickSchemaGraph): + def __init__(self, model): + super().__init__(model) + + # Define a new graph + self.workflow = StateGraph(state_schema=State, + config_schema=GraphConfig) + + # Store the model + self.model = _get_model(model) + + # Build graph by adding nodes + self.workflow.add_node("generation_local", generation_local) + self.workflow.add_node("validate_schema", validate_schema) + + # Add edges to define the flow logic + self.workflow.add_edge(START, "generation_local") + self.workflow.add_edge("generation_local", "validate_schema") + self.workflow.add_conditional_edges("validate_schema", validate_condition_local) + self.workflow.add_edge("validate_schema", END) + + try: + self.graph = self.workflow.compile() + except Exception as e: + raise ValueError(f"Failed to compile the graph: {e}") + + # Update the config with the model + self.config = {"configurable": {"thread_id": "1", "llm_model": self.model}} + + # Initialize the result + self.result = None + + def run(self, instructions: str, prompt: str, stream: bool = False) -> Union[Dict[str, Any], List[Dict[str, Any]]]: + """Run the graph with the given user prompt and instructions. + + Args: + instructions (str): the instructions for generating the model. + prompt (str): The user prompt to run the graph. + stream (bool): Stream the graph execution. + + Returns: + result (dict): The result of the graph execution. + """ + + input_data = {"user_prompt": prompt, "instructions": instructions} + + if stream: + events = [] + # Stream the content of the graph state at each node + for event in self.graph.stream( + input_data, self.config, stream_mode="values" + ): + events.append(event) + + # Store the last event as the result + self.result = events[-1] + return events + else: + # Invoke the graph without streaming + self.result = self.graph.invoke(input_data, self.config) + return self.result From e7a7e8e32ca4d31eabc9c5eddc5993ef802687cd Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:20:08 +0200 Subject: [PATCH 30/71] docs: Update README.md with local llm example --- README.md | 48 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 48 insertions(+) diff --git a/README.md b/README.md index d803fdf..c6cf1f3 100644 --- a/README.md +++ b/README.md @@ -96,6 +96,54 @@ result = brick_graph.run(prompt=building_description, stream=False) ```
      +
      +Using Local LLM Models +BrickLLM supports using local LLM models employing the [Ollama framework](https://ollama.com/). Currently, only our fine-tuned model is supported. +To learn how to download our fine-tuned model, read the documentation [here](https://prova.com/). + +``` python +from brickllm.graphs import BrickSchemaGraphLocal + +instructions = """ +Your job is to generate a RDF graph in Turtle format from a description of energy systems and sensors of a building in the following input, using the Brick ontology. +### Instructions: +- Each subject, object of predicate must start with a @prefix. +- Use the prefix bldg3: with IRI for any created entities. +- Use the prefix brick: with IRI for any Brick entities and relationships used. +- Use the prefix unit: with IRI and its ontology for any unit of measure defined. +- When encoding the timeseries ID of the sensor, you must use the following format: ref:hasExternalReference [ a ref:TimeseriesReference ; ref:hasTimeseriesId 'timeseriesID' ]. +- When encoding identifiers or external references, such as building/entities IDs, use the following schema: ref:hasExternalReference [ a ref:ExternalReference ; ref:hasExternalReference ‘id/reference’ ]. +- When encoding numerical reference, use the schema [brick:value 'value' ; \n brick:hasUnit unit:'unit' ] . +-When encoding coordinates, use the schema brick:coordinates [brick:latitude "lat" ; brick:longitude "long" ]. +The response must be the RDF graph that includes all the @prefix of the ontologies used in the triples. The RDF graph must be created in Turtle format. Do not add any other text or comment to the response. +""" + +user_prompt = """ +The building (external ref: 'OB103'), with coordinates 33.9614, -118.3531, has a total area of 500 m². It has three zones, each with its own air temperature sensor. +The building has an electrical meter that monitors data of a power sensor. An HVAC equipment serves all three zones and its power usage is measured by a power sensor. + +Timeseries IDs and unit of measure of the sensors: +- Building power consumption: '1b3e-29dk-8js7-f54v' in watts. +- HVAC power consumption: '29dh-8ks3-fvjs-d92e' in watts. +- Temperature sensor zone 1: 't29s-jk83-kv82-93fs' in celsius. +- Temperature sensor zone 2: 'f29g-js92-df73-l923' in celsius. +- Temperature sensor zone 3: 'm93d-ljs9-83ks-29dh' in celsius. +""" + +# Create an instance of BrickSchemaGraphLocal with our fine-tuned model +brick_graph = BrickSchemaGraphLocal(model="llama3.1:8b-brick") + +# Run the graph +result = brick_graph.run(instructions=instructions, prompt=user_prompt, stream=False) + +# Print the results +print(result) + +# save the result to a file +brick_graph.save_ttl_output("my_building.ttl") +``` +
      + ## 📖 Documentation For more detailed information on how to use BrickLLM, please refer to our [documentation](https://brickllm.com/docs). From 35c9d8cda731d7bd2fef7e3f1a3f385a7d47e4d8 Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:23:25 +0200 Subject: [PATCH 31/71] fix: unused imports --- brickllm/graphs/brickschema_graph_local.py | 1 - brickllm/utils/rdf_parser.py | 1 - 2 files changed, 2 deletions(-) diff --git a/brickllm/graphs/brickschema_graph_local.py b/brickllm/graphs/brickschema_graph_local.py index f99b06a..4c916de 100644 --- a/brickllm/graphs/brickschema_graph_local.py +++ b/brickllm/graphs/brickschema_graph_local.py @@ -1,5 +1,4 @@ from typing import Any, Dict, List, Union -from langchain.chat_models.base import BaseChatModel from langgraph.graph import END, START, StateGraph from .brickschema_graph import BrickSchemaGraph diff --git a/brickllm/utils/rdf_parser.py b/brickllm/utils/rdf_parser.py index 8df31d2..e5369ed 100644 --- a/brickllm/utils/rdf_parser.py +++ b/brickllm/utils/rdf_parser.py @@ -1,4 +1,3 @@ -from rdflib import Graph import re From 9ad2a09c453bfca0de983c7d6b3a1624f263506d Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:26:07 +0200 Subject: [PATCH 32/71] fix: pre-defined namespace --- README.md | 2 +- brickllm/utils/rdf_parser.py | 4 +--- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index c6cf1f3..5863f9b 100644 --- a/README.md +++ b/README.md @@ -108,7 +108,7 @@ instructions = """ Your job is to generate a RDF graph in Turtle format from a description of energy systems and sensors of a building in the following input, using the Brick ontology. ### Instructions: - Each subject, object of predicate must start with a @prefix. -- Use the prefix bldg3: with IRI for any created entities. +- Use the prefix bldg: with IRI for any created entities. - Use the prefix brick: with IRI for any Brick entities and relationships used. - Use the prefix unit: with IRI and its ontology for any unit of measure defined. - When encoding the timeseries ID of the sensor, you must use the following format: ref:hasExternalReference [ a ref:TimeseriesReference ; ref:hasTimeseriesId 'timeseriesID' ]. diff --git a/brickllm/utils/rdf_parser.py b/brickllm/utils/rdf_parser.py index e5369ed..520704a 100644 --- a/brickllm/utils/rdf_parser.py +++ b/brickllm/utils/rdf_parser.py @@ -35,6 +35,7 @@ def extract_rdf_graph(llm_response: str) -> str: last_line = lines[-1].strip() if lines else '' if any(word in last_line for word in ['note', 'Note', 'Please', 'please', 'Here', 'here']): lines.pop() + # TODO: Extract user namespace from instructions and insert instead of bldg: elif not (last_line.startswith('bldg:') or last_line.startswith('ref:') or last_line.startswith('unit:') or last_line.startswith('brick:') or last_line.startswith('a')): # or any(["note", "Note", "Please"]) in last_line: lines.pop() elif '```' in last_line.strip(): @@ -43,8 +44,5 @@ def extract_rdf_graph(llm_response: str) -> str: flag_last_line = True rdf_graph = '\n'.join(lines).strip() - # # TODO: Insert custom namespace based on user request - # if "@prefix bldg: " not in rdf_graph: - # rdf_graph = "@prefix bldg: .\n" + rdf_graph return rdf_graph \ No newline at end of file From efeb96bb3e4097975b75730094e2e8dc1f5c67b9 Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:41:46 +0200 Subject: [PATCH 33/71] doc: hf link for downloading the model --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 5863f9b..ed38763 100644 --- a/README.md +++ b/README.md @@ -99,7 +99,8 @@ result = brick_graph.run(prompt=building_description, stream=False)
      Using Local LLM Models BrickLLM supports using local LLM models employing the [Ollama framework](https://ollama.com/). Currently, only our fine-tuned model is supported. -To learn how to download our fine-tuned model, read the documentation [here](https://prova.com/). +To use it, download the .gguf file [here](https://huggingface.co/Giudice7/llama31-8B-brick-v8/tree/main) and pull on Ollama. +More documentation will be released soon. ``` python from brickllm.graphs import BrickSchemaGraphLocal From 17a9683143f3e4da909b3090b933843bc3288c23 Mon Sep 17 00:00:00 2001 From: Giudice7 Date: Mon, 14 Oct 2024 11:45:32 +0200 Subject: [PATCH 34/71] doc: docstring change --- brickllm/edges/validate_condition_local.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/brickllm/edges/validate_condition_local.py b/brickllm/edges/validate_condition_local.py index a0fb632..f24939e 100644 --- a/brickllm/edges/validate_condition_local.py +++ b/brickllm/edges/validate_condition_local.py @@ -9,7 +9,7 @@ def validate_condition_local(state: Dict[str, Any]) -> Literal["generation_local state (Dict[str, Any]): The current state containing the validation result. Returns: - Literal["schema_to_ttl", "__end__"]: The next node to visit. + Literal["generation_local", "__end__"]: The next node to visit. """ is_valid = state.get("is_valid", False) From ecd7f940649d1d41ffc354781e277790a01f206f Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Wed, 16 Oct 2024 11:08:33 +0200 Subject: [PATCH 35/71] feat: add abstract graph, new state, examples --- README.md | 59 +++++++++--- brickllm/__init__.py | 3 +- brickllm/compiled_graphs.py | 2 +- brickllm/configs.py | 4 +- brickllm/edges/__init__.py | 3 +- brickllm/edges/validate_condition_local.py | 4 +- brickllm/graphs/__init__.py | 6 +- brickllm/graphs/abstract_graph.py | 86 +++++++++++++++++ brickllm/graphs/brickschema_graph.py | 105 ++------------------- brickllm/graphs/brickschema_graph_local.py | 63 ++++--------- brickllm/helpers/__init__.py | 4 +- brickllm/helpers/prompts.py | 2 +- brickllm/nodes/__init__.py | 4 +- brickllm/nodes/generation_local.py | 7 +- brickllm/nodes/validate_schema.py | 3 +- brickllm/states.py | 11 ++- brickllm/utils/__init__.py | 3 +- brickllm/utils/rdf_parser.py | 32 ++++--- examples/example_custom_llm.py | 5 +- examples/example_finetuned_local.py | 51 ++++++++++ examples/example_openai.py | 22 +++-- 21 files changed, 284 insertions(+), 195 deletions(-) create mode 100644 brickllm/graphs/abstract_graph.py create mode 100644 examples/example_finetuned_local.py diff --git a/README.md b/README.md index ed38763..e0e4e80 100644 --- a/README.md +++ b/README.md @@ -70,8 +70,13 @@ brick_graph = BrickSchemaGraph(model="openai") # Display the graph structure brick_graph.display() +# Prepare input data +input_data = { + "user_prompt": building_description +} + # Run the graph -result = brick_graph.run(prompt=building_description, stream=False) +result = brick_graph.run(input_data=input_data, stream=False) # Print the result print(result) @@ -92,15 +97,36 @@ from langchain_openai import ChatOpenAI custom_model = ChatOpenAI(temperature=0, model="gpt-4o") brick_graph = BrickSchemaGraph(model=custom_model) -result = brick_graph.run(prompt=building_description, stream=False) +# Prepare input data +input_data = { + "user_prompt": building_description +} + +# Run the graph with the custom model +result = brick_graph.run(input_data=input_data, stream=False) ```
      diff --git a/brickllm/__init__.py b/brickllm/__init__.py index 43f006a..cdbd062 100644 --- a/brickllm/__init__.py +++ b/brickllm/__init__.py @@ -1,11 +1,12 @@ from .configs import GraphConfig from .schemas import ElemListSchema, RelationshipsSchema, TTLSchema -from .states import State +from .states import State, StateLocal __all__ = [ "ElemListSchema", "RelationshipsSchema", "TTLSchema", "State", + "StateLocal", "GraphConfig", ] diff --git a/brickllm/compiled_graphs.py b/brickllm/compiled_graphs.py index 7fb6b3b..d22e627 100644 --- a/brickllm/compiled_graphs.py +++ b/brickllm/compiled_graphs.py @@ -2,4 +2,4 @@ # compiled graph brickschema_graph = BrickSchemaGraph()._compiled_graph() -brickschema_graph_local = BrickSchemaGraphLocal(BrickSchemaGraph())._compiled_graph() +brickschema_graph_local = BrickSchemaGraphLocal()._compiled_graph() diff --git a/brickllm/configs.py b/brickllm/configs.py index a6f82e7..b291e85 100644 --- a/brickllm/configs.py +++ b/brickllm/configs.py @@ -5,4 +5,6 @@ # Define the config class GraphConfig(TypedDict): - model: Union[Literal["anthropic", "openai", "fireworks", "llama3.1:8b-brick"], BaseChatModel] + model: Union[ + Literal["anthropic", "openai", "fireworks", "llama3.1:8b-brick"], BaseChatModel + ] diff --git a/brickllm/edges/__init__.py b/brickllm/edges/__init__.py index 4641a7a..2778969 100644 --- a/brickllm/edges/__init__.py +++ b/brickllm/edges/__init__.py @@ -1,5 +1,4 @@ from .validate_condition import validate_condition from .validate_condition_local import validate_condition_local -__all__ = ["validate_condition", - "validate_condition_local"] +__all__ = ["validate_condition", "validate_condition_local"] diff --git a/brickllm/edges/validate_condition_local.py b/brickllm/edges/validate_condition_local.py index f24939e..f6f30a4 100644 --- a/brickllm/edges/validate_condition_local.py +++ b/brickllm/edges/validate_condition_local.py @@ -1,7 +1,9 @@ from typing import Any, Dict, Literal -def validate_condition_local(state: Dict[str, Any]) -> Literal["generation_local", "__end__"]: +def validate_condition_local( + state: Dict[str, Any] +) -> Literal["generation_local", "__end__"]: """ Validate the condition for the next node to visit. diff --git a/brickllm/graphs/__init__.py b/brickllm/graphs/__init__.py index d451a2c..f7f390f 100644 --- a/brickllm/graphs/__init__.py +++ b/brickllm/graphs/__init__.py @@ -1,7 +1,5 @@ +from .abstract_graph import AbstractBrickSchemaGraph from .brickschema_graph import BrickSchemaGraph from .brickschema_graph_local import BrickSchemaGraphLocal -__all__ = [ - "BrickSchemaGraph", - "BrickSchemaGraphLocal" -] +__all__ = ["AbstractBrickSchemaGraph", "BrickSchemaGraph", "BrickSchemaGraphLocal"] diff --git a/brickllm/graphs/abstract_graph.py b/brickllm/graphs/abstract_graph.py new file mode 100644 index 0000000..bde38c8 --- /dev/null +++ b/brickllm/graphs/abstract_graph.py @@ -0,0 +1,86 @@ +import os +from abc import ABC, abstractmethod +from typing import Any, Dict, List, Union + +from langchain.chat_models.base import BaseChatModel +from langgraph.graph import StateGraph +from PIL import Image + +from ..helpers.llm_models import _get_model + + +class AbstractBrickSchemaGraph(ABC): + def __init__(self, model: Union[str, BaseChatModel] = "openai"): + self.model = _get_model(model) + self.workflow = None + self.graph = None + self.config = {"configurable": {"thread_id": "1", "llm_model": self.model}} + self.result = None + + @abstractmethod + def build_graph(self): + """Build the graph by adding nodes and edges.""" + pass + + def compile_graph(self): + """Compile the graph.""" + try: + self.graph = self.workflow.compile() + except Exception as e: + raise ValueError(f"Failed to compile the graph: {e}") + + def _compiled_graph(self) -> StateGraph: + """Check if the graph is compiled and return the compiled graph.""" + if self.graph is None: + raise ValueError( + "Graph is not compiled yet. Please compile the graph first." + ) + return self.graph + + @abstractmethod + def run( + self, input_data: Dict[str, Any], stream: bool = False + ) -> Union[Dict[str, Any], List[Dict[str, Any]]]: + """Run the graph with the given input data.""" + pass + + def display(self, filename: str = "graph.png") -> None: + """Display the compiled graph as an image.""" + if self.graph is None: + raise ValueError( + "Graph is not compiled yet. Please compile the graph first." + ) + + # Save the image to the specified file + self.graph.get_graph().draw_mermaid_png(output_file_path=filename) + + # Open the image using PIL (Pillow) + if os.path.exists(filename): + with Image.open(filename) as img: + img.show() + else: + raise FileNotFoundError( + f"Failed to generate the graph image file: {filename}" + ) + + def get_state_snapshots(self) -> List[Dict[str, Any]]: + """Get all the state snapshots from the graph execution.""" + all_states = [] + for state in self.graph.get_state_history(self.config): + all_states.append(state) + return all_states + + def save_ttl_output(self, output_file: str = "brick_schema_output.ttl") -> None: + """Save the TTL output to a file.""" + if self.result is None: + raise ValueError("No result found. Please run the graph first.") + + ttl_output = self.result.get("ttl_output", None) + + if ttl_output: + with open(output_file, "w") as f: + f.write(ttl_output) + else: + raise ValueError( + "No TTL output found in the result. Please run the graph with a valid prompt." + ) diff --git a/brickllm/graphs/brickschema_graph.py b/brickllm/graphs/brickschema_graph.py index 5e67a9e..7e62c1a 100644 --- a/brickllm/graphs/brickschema_graph.py +++ b/brickllm/graphs/brickschema_graph.py @@ -1,13 +1,10 @@ -import os from typing import Any, Dict, List, Union from langchain.chat_models.base import BaseChatModel from langgraph.graph import END, START, StateGraph -from PIL import Image from .. import GraphConfig, State from ..edges import validate_condition -from ..helpers.llm_models import _get_model from ..nodes import ( get_elem_children, get_elements, @@ -16,23 +13,18 @@ schema_to_ttl, validate_schema, ) +from .abstract_graph import AbstractBrickSchemaGraph -class BrickSchemaGraph: +class BrickSchemaGraph(AbstractBrickSchemaGraph): def __init__(self, model: Union[str, BaseChatModel] = "openai"): - """ - Initialize the StateGraph object and build the graph. + super().__init__(model) + self.build_graph() + self.compile_graph() - Args: - model (Union[str, BaseChatModel]): The model type as a string or an instance of BaseChatModel. - """ - - # Define a new graph + def build_graph(self): self.workflow = StateGraph(State, config_schema=GraphConfig) - # Store the model - self.model = _get_model(model) - # Build graph by adding nodes self.workflow.add_node("get_elements", get_elements) self.workflow.add_node("get_elem_children", get_elem_children) @@ -51,99 +43,20 @@ def __init__(self, model: Union[str, BaseChatModel] = "openai"): self.workflow.add_edge("get_relationships", "get_sensors") self.workflow.add_edge("get_sensors", END) - # Compile graph - try: - self.graph = self.workflow.compile() - except Exception as e: - raise ValueError(f"Failed to compile the graph: {e}") - - # Update the config with the model - self.config = {"configurable": {"thread_id": "1", "llm_model": self.model}} - - # Initialize the result - self.result = None - - def _compiled_graph(self) -> StateGraph: - """Check if the graph is compiled and return the compiled graph.""" - if self.graph is None: - raise ValueError( - "Graph is not compiled yet. Please compile the graph first." - ) - return self.graph - - def display(self, filename: str = "graph.png") -> None: - """Display the compiled graph as an image. - - Args: - filename (str): The filename to save the graph image. - """ - if self.graph is None: - raise ValueError( - "Graph is not compiled yet. Please compile the graph first." - ) - - # Save the image to the specified file - self.graph.get_graph().draw_mermaid_png(output_file_path=filename) - - # Open the image using PIL (Pillow) - if os.path.exists(filename): - with Image.open(filename) as img: - img.show() - else: - raise FileNotFoundError( - f"Failed to generate the graph image file: {filename}" - ) - def run( - self, prompt: str, stream: bool = False + self, input_data: Dict[str, Any], stream: bool = False ) -> Union[Dict[str, Any], List[Dict[str, Any]]]: - """Run the graph with the given user prompt. - - Args: - prompt (str): The user prompt to run the graph. - stream (bool): Stream the graph execution. - - Returns: - result (dict): The result of the graph execution. - """ - input_data = {"user_prompt": prompt} + if "user_prompt" not in input_data: + raise ValueError("Input data must contain a 'user_prompt' key.") if stream: events = [] - # Stream the content of the graph state at each node for event in self.graph.stream( input_data, self.config, stream_mode="values" ): events.append(event) - - # Store the last event as the result self.result = events[-1] return events else: - # Invoke the graph without streaming self.result = self.graph.invoke(input_data, self.config) return self.result - - def get_state_snapshots(self) -> List[Dict[str, Any]]: - """Get all the state snapshots from the graph execution.""" - - all_states = [] - for state in self.graph.get_state_history(self.config): - all_states.append(state) - - return all_states - - def save_ttl_output(self, output_file: str = "brick_schema_output.ttl") -> None: - """Save the TTL output to a file.""" - if self.result is None: - raise ValueError("No result found. Please run the graph first.") - - ttl_output = self.result.get("ttl_output", None) - - if ttl_output: - with open(output_file, "w") as f: - f.write(ttl_output) - else: - raise ValueError( - "No TTL output found in the result. Please run the graph with a valid prompt." - ) diff --git a/brickllm/graphs/brickschema_graph_local.py b/brickllm/graphs/brickschema_graph_local.py index 4c916de..6301115 100644 --- a/brickllm/graphs/brickschema_graph_local.py +++ b/brickllm/graphs/brickschema_graph_local.py @@ -1,23 +1,22 @@ from typing import Any, Dict, List, Union -from langgraph.graph import END, START, StateGraph -from .brickschema_graph import BrickSchemaGraph -from .. import GraphConfig, State -from ..helpers.llm_models import _get_model -from ..nodes import generation_local, validate_schema +from langchain.chat_models.base import BaseChatModel +from langgraph.graph import START, StateGraph + +from .. import GraphConfig, StateLocal from ..edges import validate_condition_local +from ..nodes import generation_local, validate_schema +from .abstract_graph import AbstractBrickSchemaGraph -class BrickSchemaGraphLocal(BrickSchemaGraph): - def __init__(self, model): +class BrickSchemaGraphLocal(AbstractBrickSchemaGraph): + def __init__(self, model: Union[str, BaseChatModel]): super().__init__(model) + self.build_graph() + self.compile_graph() - # Define a new graph - self.workflow = StateGraph(state_schema=State, - config_schema=GraphConfig) - - # Store the model - self.model = _get_model(model) + def build_graph(self): + self.workflow = StateGraph(StateLocal, config_schema=GraphConfig) # Build graph by adding nodes self.workflow.add_node("generation_local", generation_local) @@ -27,45 +26,23 @@ def __init__(self, model): self.workflow.add_edge(START, "generation_local") self.workflow.add_edge("generation_local", "validate_schema") self.workflow.add_conditional_edges("validate_schema", validate_condition_local) - self.workflow.add_edge("validate_schema", END) - - try: - self.graph = self.workflow.compile() - except Exception as e: - raise ValueError(f"Failed to compile the graph: {e}") - - # Update the config with the model - self.config = {"configurable": {"thread_id": "1", "llm_model": self.model}} - # Initialize the result - self.result = None - - def run(self, instructions: str, prompt: str, stream: bool = False) -> Union[Dict[str, Any], List[Dict[str, Any]]]: - """Run the graph with the given user prompt and instructions. - - Args: - instructions (str): the instructions for generating the model. - prompt (str): The user prompt to run the graph. - stream (bool): Stream the graph execution. - - Returns: - result (dict): The result of the graph execution. - """ - - input_data = {"user_prompt": prompt, "instructions": instructions} + def run( + self, input_data: Dict[str, Any], stream: bool = False + ) -> Union[Dict[str, Any], List[Dict[str, Any]]]: + if "user_prompt" not in input_data or "instructions" not in input_data: + raise ValueError( + "Input data must contain both 'user_prompt' and 'instructions' keys." + ) if stream: events = [] - # Stream the content of the graph state at each node for event in self.graph.stream( - input_data, self.config, stream_mode="values" + input_data, self.config, stream_mode="values" ): events.append(event) - - # Store the last event as the result self.result = events[-1] return events else: - # Invoke the graph without streaming self.result = self.graph.invoke(input_data, self.config) return self.result diff --git a/brickllm/helpers/__init__.py b/brickllm/helpers/__init__.py index f25b6fa..5ab8e7d 100644 --- a/brickllm/helpers/__init__.py +++ b/brickllm/helpers/__init__.py @@ -3,9 +3,9 @@ get_elem_children_instructions, get_elem_instructions, get_relationships_instructions, + prompt_template_local, schema_to_ttl_instructions, ttl_example, - prompt_template_local ) __all__ = [ @@ -15,5 +15,5 @@ "get_relationships_instructions", "schema_to_ttl_instructions", "ttl_example", - "prompt_template_local" + "prompt_template_local", ] diff --git a/brickllm/helpers/prompts.py b/brickllm/helpers/prompts.py index 86e8f83..11a0bf5 100644 --- a/brickllm/helpers/prompts.py +++ b/brickllm/helpers/prompts.py @@ -113,4 +113,4 @@ {user_prompt} ### Response: -""" \ No newline at end of file +""" diff --git a/brickllm/nodes/__init__.py b/brickllm/nodes/__init__.py index e0adeed..59a4b93 100644 --- a/brickllm/nodes/__init__.py +++ b/brickllm/nodes/__init__.py @@ -1,10 +1,10 @@ +from .generation_local import generation_local from .get_elem_children import get_elem_children from .get_elements import get_elements from .get_relationships import get_relationships from .get_sensors import get_sensors from .schema_to_ttl import schema_to_ttl from .validate_schema import validate_schema -from .generation_local import generation_local __all__ = [ "get_elem_children", @@ -13,5 +13,5 @@ "get_sensors", "schema_to_ttl", "validate_schema", - "generation_local" + "generation_local", ] diff --git a/brickllm/nodes/generation_local.py b/brickllm/nodes/generation_local.py index b3f07d9..3c3d089 100644 --- a/brickllm/nodes/generation_local.py +++ b/brickllm/nodes/generation_local.py @@ -1,15 +1,16 @@ from typing import Any, Dict -from .. import State + +from .. import StateLocal from ..helpers import prompt_template_local from ..utils import extract_rdf_graph -def generation_local(state: State, config: Dict[str, Any]) -> Dict[str, Any]: +def generation_local(state: StateLocal, config: Dict[str, Any]) -> Dict[str, Any]: """ Generate the RDF graph using the local LLM from a prompt containing the building description and the instruction Args: - state (State): The current state containing the user prompt and the instructions. + state (StateLocal): The current state containing the user prompt and the instructions. config (dict): Configuration dictionary containing the language model. Returns: diff --git a/brickllm/nodes/validate_schema.py b/brickllm/nodes/validate_schema.py index aa84925..913f1d8 100644 --- a/brickllm/nodes/validate_schema.py +++ b/brickllm/nodes/validate_schema.py @@ -1,10 +1,9 @@ from typing import Any, Dict -from .. import State from ..utils import validate_ttl -def validate_schema(state: State) -> Dict[str, Any]: +def validate_schema(state) -> Dict[str, Any]: """ Validate the generated TTL output against the BrickSchema. diff --git a/brickllm/states.py b/brickllm/states.py index 76e652f..f36074b 100644 --- a/brickllm/states.py +++ b/brickllm/states.py @@ -5,7 +5,6 @@ # state for BrickSchemaGraph class class State(TypedDict): - instructions: str user_prompt: str elem_list: List[str] # elem_children_list: List[str] @@ -18,3 +17,13 @@ class State(TypedDict): validation_max_iter: int uuid_dict: Dict[str, Any] ttl_output: str + + +# state for BrickSchemaGraphLocal class +class StateLocal(TypedDict): + instructions: str + user_prompt: str + is_valid: bool + validation_report: str + validation_max_iter: int + ttl_output: str diff --git a/brickllm/utils/__init__.py b/brickllm/utils/__init__.py index 83f2a0f..5524b11 100644 --- a/brickllm/utils/__init__.py +++ b/brickllm/utils/__init__.py @@ -21,7 +21,6 @@ query_subclass, validate_ttl, ) - from .rdf_parser import extract_rdf_graph __all__ = [ @@ -44,5 +43,5 @@ "iterative_subclasses", "general_query", "validate_ttl", - "extract_rdf_graph" + "extract_rdf_graph", ] diff --git a/brickllm/utils/rdf_parser.py b/brickllm/utils/rdf_parser.py index 520704a..0170d20 100644 --- a/brickllm/utils/rdf_parser.py +++ b/brickllm/utils/rdf_parser.py @@ -6,17 +6,17 @@ def extract_rdf_graph(llm_response: str) -> str: all_lines = llm_response.splitlines() for i, line in enumerate(all_lines): all_lines[i] = line.strip() - llm_response = '\n'.join(all_lines).strip() + llm_response = "\n".join(all_lines).strip() if not llm_response.strip().startswith("@prefix "): # Try to find RDF content within backticks - backtick_pattern = re.compile(r'```(.*?)```', re.DOTALL) + backtick_pattern = re.compile(r"```(.*?)```", re.DOTALL) match = backtick_pattern.search(llm_response) if match: llm_response = match.group(1).strip() # return rdf_graph # If no backticks, look for RDF starting with @prefix - rdf_start_pattern = re.compile(r'@prefix [^\s]*: <[^>]*', re.DOTALL) + rdf_start_pattern = re.compile(r"@prefix [^\s]*: <[^>]*", re.DOTALL) match = rdf_start_pattern.search(llm_response) if match: start_index = match.start() @@ -27,22 +27,30 @@ def extract_rdf_graph(llm_response: str) -> str: else: rdf_content = llm_response.strip() lines = rdf_content.splitlines() - if lines and lines[-1].strip().endswith('```'): - rdf_graph = '\n'.join(lines[:-1]) # Remove the last line + if lines and lines[-1].strip().endswith("```"): + rdf_graph = "\n".join(lines[:-1]) # Remove the last line else: flag_last_line = False while not flag_last_line: - last_line = lines[-1].strip() if lines else '' - if any(word in last_line for word in ['note', 'Note', 'Please', 'please', 'Here', 'here']): + last_line = lines[-1].strip() if lines else "" + if any( + word in last_line + for word in ["note", "Note", "Please", "please", "Here", "here"] + ): lines.pop() # TODO: Extract user namespace from instructions and insert instead of bldg: - elif not (last_line.startswith('bldg:') or last_line.startswith('ref:') or last_line.startswith('unit:') or last_line.startswith('brick:') or last_line.startswith('a')): # or any(["note", "Note", "Please"]) in last_line: + elif not ( + last_line.startswith("bldg:") + or last_line.startswith("ref:") + or last_line.startswith("unit:") + or last_line.startswith("brick:") + or last_line.startswith("a") + ): # or any(["note", "Note", "Please"]) in last_line: lines.pop() - elif '```' in last_line.strip(): + elif "```" in last_line.strip(): lines.pop() else: flag_last_line = True - rdf_graph = '\n'.join(lines).strip() + rdf_graph = "\n".join(lines).strip() - - return rdf_graph \ No newline at end of file + return rdf_graph diff --git a/examples/example_custom_llm.py b/examples/example_custom_llm.py index 882c204..b548c58 100644 --- a/examples/example_custom_llm.py +++ b/examples/example_custom_llm.py @@ -23,8 +23,11 @@ # Display the graph structure brick_graph.display() +# Prepare input data +input_data = {"user_prompt": building_description} + # Run the graph with the custom model -result = brick_graph.run(prompt=building_description, stream=False) +result = brick_graph.run(input_data=input_data, stream=False) # Print the result print(result) diff --git a/examples/example_finetuned_local.py b/examples/example_finetuned_local.py new file mode 100644 index 0000000..f25b00f --- /dev/null +++ b/examples/example_finetuned_local.py @@ -0,0 +1,51 @@ +from dotenv import load_dotenv + +from brickllm.graphs import BrickSchemaGraphLocal + +# Load environment variables +load_dotenv() + +# Specify the instructions for local processing +instructions = """ +Your job is to generate a RDF graph in Turtle format from a description of energy systems and sensors of a building in the following input, using the Brick ontology. +### Instructions: +- Each subject, object of predicate must start with a @prefix. +- Use the prefix bldg: with IRI for any created entities. +- Use the prefix brick: with IRI for any Brick entities and relationships used. +- Use the prefix unit: with IRI and its ontology for any unit of measure defined. +- When encoding the timeseries ID of the sensor, you must use the following format: ref:hasExternalReference [ a ref:TimeseriesReference ; ref:hasTimeseriesId 'timeseriesID' ]. +- When encoding identifiers or external references, such as building/entities IDs, use the following schema: ref:hasExternalReference [ a ref:ExternalReference ; ref:hasExternalReference ‘id/reference’ ]. +- When encoding numerical reference, use the schema [brick:value 'value' ; \n brick:hasUnit unit:'unit' ] . +-When encoding coordinates, use the schema brick:coordinates [brick:latitude "lat" ; brick:longitude "long" ]. +The response must be the RDF graph that includes all the @prefix of the ontologies used in the triples. The RDF graph must be created in Turtle format. Do not add any other text or comment to the response. +""" + +building_description = """ +The building (external ref: 'OB103'), with coordinates 33.9614, -118.3531, has a total area of 500 m². It has three zones, each with its own air temperature sensor. +The building has an electrical meter that monitors data of a power sensor. An HVAC equipment serves all three zones and its power usage is measured by a power sensor. + +Timeseries IDs and unit of measure of the sensors: +- Building power consumption: '1b3e-29dk-8js7-f54v' in watts. +- HVAC power consumption: '29dh-8ks3-fvjs-d92e' in watts. +- Temperature sensor zone 1: 't29s-jk83-kv82-93fs' in celsius. +- Temperature sensor zone 2: 'f29g-js92-df73-l923' in celsius. +- Temperature sensor zone 3: 'm93d-ljs9-83ks-29dh' in celsius. +""" + +# Create an instance of BrickSchemaGraphLocal +brick_graph_local = BrickSchemaGraphLocal(model="llama3.1:8b-brick") + +# Display the graph structure +brick_graph_local.display(filename="graph_local.png") + +# Prepare input data +input_data = {"user_prompt": building_description, "instructions": instructions} + +# Run the graph +result = brick_graph_local.run(input_data=input_data, stream=False) + +# Print the result +print(result) + +# Save the result to a file +brick_graph_local.save_ttl_output("my_building_local.ttl") diff --git a/examples/example_openai.py b/examples/example_openai.py index 9fa0e5c..6fced43 100644 --- a/examples/example_openai.py +++ b/examples/example_openai.py @@ -7,22 +7,28 @@ # Specify the user prompt building_description = """ -I have a building located in Bolzano. -It has 3 floors and each floor has 1 office. -There are 2 rooms in each office and each room has three sensors: -- Temperature sensor; -- Humidity sensor; -- CO sensor. +The building (external ref: 'OB103'), with coordinates 33.9614, -118.3531, has a total area of 500 m². It has three zones, each with its own air temperature sensor. +The building has an electrical meter that monitors data of a power sensor. An HVAC equipment serves all three zones and its power usage is measured by a power sensor. + +Timeseries IDs and unit of measure of the sensors: +- Building power consumption: '1b3e-29dk-8js7-f54v' in watts. +- HVAC power consumption: '29dh-8ks3-fvjs-d92e' in watts. +- Temperature sensor zone 1: 't29s-jk83-kv82-93fs' in celsius. +- Temperature sensor zone 2: 'f29g-js92-df73-l923' in celsius. +- Temperature sensor zone 3: 'm93d-ljs9-83ks-29dh' in celsius. """ # Create an instance of BrickSchemaGraph with a predefined provider brick_graph = BrickSchemaGraph(model="openai") # Display the graph structure -brick_graph.display() +brick_graph.display(file_name="graph_openai.png") + +# Prepare input data +input_data = {"user_prompt": building_description} # Run the graph -result = brick_graph.run(prompt=building_description, stream=False) +result = brick_graph.run(input_data=input_data, stream=False) # Print the result print(result) From 57dcb2e3fc3f13e1194f1488d6fc27157a1dc6ce Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Wed, 16 Oct 2024 11:11:01 +0200 Subject: [PATCH 36/71] chore: add simpler building description --- examples/example_openai.py | 15 ++++++--------- 1 file changed, 6 insertions(+), 9 deletions(-) diff --git a/examples/example_openai.py b/examples/example_openai.py index 6fced43..9d8107d 100644 --- a/examples/example_openai.py +++ b/examples/example_openai.py @@ -7,15 +7,12 @@ # Specify the user prompt building_description = """ -The building (external ref: 'OB103'), with coordinates 33.9614, -118.3531, has a total area of 500 m². It has three zones, each with its own air temperature sensor. -The building has an electrical meter that monitors data of a power sensor. An HVAC equipment serves all three zones and its power usage is measured by a power sensor. - -Timeseries IDs and unit of measure of the sensors: -- Building power consumption: '1b3e-29dk-8js7-f54v' in watts. -- HVAC power consumption: '29dh-8ks3-fvjs-d92e' in watts. -- Temperature sensor zone 1: 't29s-jk83-kv82-93fs' in celsius. -- Temperature sensor zone 2: 'f29g-js92-df73-l923' in celsius. -- Temperature sensor zone 3: 'm93d-ljs9-83ks-29dh' in celsius. +I have a building located in Bolzano. +It has 3 floors and each floor has 1 office. +There are 2 rooms in each office and each room has three sensors: +- Temperature sensor; +- Humidity sensor; +- CO sensor. """ # Create an instance of BrickSchemaGraph with a predefined provider From 441df65604ad4485b0f39c487dd779bdc0a001ec Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Thu, 17 Oct 2024 11:19:22 +0200 Subject: [PATCH 37/71] docs: added Dockerfile --- Dockerfile | 24 ++++++++++++++++++++++++ README.md | 20 +++++++++++++++++--- docker-compose.yml | 13 +++++++++++++ 3 files changed, 54 insertions(+), 3 deletions(-) create mode 100644 Dockerfile create mode 100644 docker-compose.yml diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..b9e0295 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,24 @@ +# Use the official Ollama Docker image +FROM ollama/ollama:latest + +# Set a working directory for the model files +WORKDIR /root/.llm + +# Download the .gguf file and place it in the .llm directory +# You can download the file manually if wget/curl does not support the direct link +# Using curl for this purpose +RUN apt-get update && apt-get install -y curl && \ + curl -L -o unsloth.Q4_K_M.gguf https://huggingface.co/Giudice7/llama31-8B-brick-v8/resolve/main/unsloth.Q4_K_M.gguf + +# Create the Modelfile in the .llm directory +RUN echo "FROM ./unsloth.Q4_K_M.gguf" > Modelfile + +# Expose port 11434 +EXPOSE 11434 + +# Command to create the model in Ollama using the Modelfile +RUN ollama create llama3.1:8b-brick-v8 -f Modelfile + +# Command to run Ollama and serve +ENTRYPOINT ["/bin/ollama"] +CMD ["serve"] diff --git a/README.md b/README.md index e0e4e80..6e03e8b 100644 --- a/README.md +++ b/README.md @@ -111,15 +111,29 @@ result = brick_graph.run(input_data=input_data, stream=False) Using Local LLM Models

      BrickLLM supports using local LLM models employing the Ollama framework. Currently, only our fine-tuned model is supported.

      -To use it, follow these steps: +### Option 1: Using Docker Compose -1. Download the .gguf file from here. +You can easily set up and run the Ollama environment using Docker Compose. The model file will be automatically downloaded inside the container. Follow these steps: + +1. Clone the repository and navigate to the directory containing the `Dockerfile` and `docker-compose.yml`. +2. Run the following command to build and start the container: + ```bash + docker-compose up --build -d + ``` + +This will download the model file, create the model in Ollama, and serve it on port `11434`. The necessary directories will be created automatically. + +### Option 2: Manual Setup + +If you prefer to set up the model manually, follow these steps: + +1. Download the `.gguf` file from here. 2. Create a file named `Modelfile` with the following content: ```bash FROM ./unsloth.Q4_K_M.gguf ``` -3. Place the downloaded .gguf file in the same folder as the `Modelfile`. +3. Place the downloaded `.gguf` file in the same folder as the `Modelfile`. 4. Ensure Ollama is running on your system. 5. Run the following command to create the model in Ollama: ```bash diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..5332f0e --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,13 @@ +version: '3.8' + +services: + ollama-llm: + build: + context: . + dockerfile: Dockerfile + ports: + - "11434:11434" + volumes: + - ./llm:/root/.llm + container_name: brickllm-ollama + restart: unless-stopped From 68c03bfbf905ed101f025f3600fa6135d43c85c0 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Fri, 18 Oct 2024 00:55:27 +0200 Subject: [PATCH 38/71] fix: dockerfile --- Dockerfile | 24 ------------------ README.md | 2 +- containers/Dockerfile | 24 ++++++++++++++++++ .../docker-compose.yml | 2 +- containers/entrypoint.sh | 25 +++++++++++++++++++ 5 files changed, 51 insertions(+), 26 deletions(-) delete mode 100644 Dockerfile create mode 100644 containers/Dockerfile rename docker-compose.yml => containers/docker-compose.yml (89%) create mode 100644 containers/entrypoint.sh diff --git a/Dockerfile b/Dockerfile deleted file mode 100644 index b9e0295..0000000 --- a/Dockerfile +++ /dev/null @@ -1,24 +0,0 @@ -# Use the official Ollama Docker image -FROM ollama/ollama:latest - -# Set a working directory for the model files -WORKDIR /root/.llm - -# Download the .gguf file and place it in the .llm directory -# You can download the file manually if wget/curl does not support the direct link -# Using curl for this purpose -RUN apt-get update && apt-get install -y curl && \ - curl -L -o unsloth.Q4_K_M.gguf https://huggingface.co/Giudice7/llama31-8B-brick-v8/resolve/main/unsloth.Q4_K_M.gguf - -# Create the Modelfile in the .llm directory -RUN echo "FROM ./unsloth.Q4_K_M.gguf" > Modelfile - -# Expose port 11434 -EXPOSE 11434 - -# Command to create the model in Ollama using the Modelfile -RUN ollama create llama3.1:8b-brick-v8 -f Modelfile - -# Command to run Ollama and serve -ENTRYPOINT ["/bin/ollama"] -CMD ["serve"] diff --git a/README.md b/README.md index 6e03e8b..e9e1bcb 100644 --- a/README.md +++ b/README.md @@ -115,7 +115,7 @@ result = brick_graph.run(input_data=input_data, stream=False) You can easily set up and run the Ollama environment using Docker Compose. The model file will be automatically downloaded inside the container. Follow these steps: -1. Clone the repository and navigate to the directory containing the `Dockerfile` and `docker-compose.yml`. +1. Clone the repository and navigate to the `containers` directory containing the `Dockerfile` and `docker-compose.yml`. 2. Run the following command to build and start the container: ```bash docker-compose up --build -d diff --git a/containers/Dockerfile b/containers/Dockerfile new file mode 100644 index 0000000..07aaba8 --- /dev/null +++ b/containers/Dockerfile @@ -0,0 +1,24 @@ +# Use the official Ollama Docker image +FROM ollama/ollama:latest + +# Install curl to download the model file +RUN apt-get update && apt-get install -y curl + +# Set a working directory for the model files +WORKDIR /root/.llm + +# Download the .gguf file and place it in the .llm directory +RUN curl -L -o unsloth.Q4_K_M.gguf https://huggingface.co/Giudice7/llama31-8B-brick-v8/resolve/main/unsloth.Q4_K_M.gguf + +# Create the Modelfile in the .llm directory +RUN echo "FROM ./unsloth.Q4_K_M.gguf" > Modelfile + +# Copy the entrypoint script +COPY entrypoint.sh /entrypoint.sh +RUN chmod +x /entrypoint.sh + +# Expose port 11434 +EXPOSE 11434 + +# Use the custom entrypoint script +ENTRYPOINT ["/entrypoint.sh"] diff --git a/docker-compose.yml b/containers/docker-compose.yml similarity index 89% rename from docker-compose.yml rename to containers/docker-compose.yml index 5332f0e..9048483 100644 --- a/docker-compose.yml +++ b/containers/docker-compose.yml @@ -8,6 +8,6 @@ services: ports: - "11434:11434" volumes: - - ./llm:/root/.llm + - ./llm:/data container_name: brickllm-ollama restart: unless-stopped diff --git a/containers/entrypoint.sh b/containers/entrypoint.sh new file mode 100644 index 0000000..2fcb7e9 --- /dev/null +++ b/containers/entrypoint.sh @@ -0,0 +1,25 @@ +#!/bin/bash + +# Start Ollama in the background +ollama serve & + +# Function to check if Ollama is running +function check_ollama { + curl --silent --fail http://localhost:11434/v1/models > /dev/null +} + +# Wait for Ollama to be available +echo "Waiting for Ollama to be ready..." +while ! check_ollama; do + sleep 2 +done + +echo "Ollama is ready!" + +# Create the model +ollama create llama3.1:8b-brick-v8 -f /root/.llm/Modelfile + +# 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zdtl-AdM7`yA%1Kse#$yFC#5a?xan6X7en{FKNo2K=+h8__Kl5Kkrbue-RWnz3iZGp z%FZJ8NS7R5f^*`I;GBwg?-9RFxxLd5Rve7BD9P0NCOV5)kDlRKIGt}Zso35JwBMUT zHBcB|*Pyw7>6{c+Wmdwa!uYD-eY=)KI8j!6@3)kKHvln+5144Z%*w0leM$jM&!Z$q2MB%4t5d%(&)XDgjsxC>DL-b+2K{&FIi|W zWc(B+^VN-Enm*Im1XzNqU=rDgrm{KAN&VVy6keuF0I{XrV%<+>tjq~Z5tUl~WtxPg zGtdD&{(KLs*Z=5T2FqRnd>hc%O!0bv;71bKKI4~4kl)^@ zsA;`AUoSRyW9Pq;02cvf=ChHTfxWL?Xdml2) z9VZf{N?pz)FwB#J&*b@qioYUvp_TjqVd`)CI=pr49Zsj{D#nTX;cDc!Es+gjn> z481rIeZjZ+ZK`+gc}~Pm;M#y{m;^dH@v%!S3FBbBPWvM7hJY^yY^qwg=%zGaP*F>8 zuDwe@Z&s4XZ?wEHb}o%bTnm7%f9dZLyFk%;ab^~KfW-o}Kd&-Ca8>56Vs(Ss^a8Ms zPmJu@22M}|->D%uVp&!i4V7gAdf^3-Q!CHYlgC_QCOcX@v1E?$oe6l1sY(n!LEG05 f%B=rORwVf_>hdIDN*21hqLY@VkCTsH{?Gpbf>$t^ From 0eca87685ca37e04e6a83d55fd54c7a3915edeb2 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Fri, 18 Oct 2024 09:44:29 +0200 Subject: [PATCH 40/71] chore: rename folder containers into finetuned --- README.md | 6 +++--- {containers => finetuned}/Dockerfile | 0 {containers => finetuned}/docker-compose.yml | 0 {containers => finetuned}/entrypoint.sh | 0 4 files changed, 3 insertions(+), 3 deletions(-) rename {containers => finetuned}/Dockerfile (100%) rename {containers => finetuned}/docker-compose.yml (100%) rename {containers => finetuned}/entrypoint.sh (100%) diff --git a/README.md b/README.md index e9e1bcb..b6418c3 100644 --- a/README.md +++ b/README.md @@ -109,13 +109,13 @@ result = brick_graph.run(input_data=input_data, stream=False)

      Using Local LLM Models -

      BrickLLM supports using local LLM models employing the Ollama framework. Currently, only our fine-tuned model is supported.

      +

      BrickLLM supports using local LLM models employing the Ollama framework. Currently, only our finetuned model is supported.

      ### Option 1: Using Docker Compose -You can easily set up and run the Ollama environment using Docker Compose. The model file will be automatically downloaded inside the container. Follow these steps: +You can easily set up and run the Ollama environment using Docker Compose. The finetuned model file will be automatically downloaded inside the container. Follow these steps: -1. Clone the repository and navigate to the `containers` directory containing the `Dockerfile` and `docker-compose.yml`. +1. Clone the repository and navigate to the `finetuned` directory containing the `Dockerfile` and `docker-compose.yml`. 2. Run the following command to build and start the container: ```bash docker-compose up --build -d diff --git a/containers/Dockerfile b/finetuned/Dockerfile similarity index 100% rename from containers/Dockerfile rename to finetuned/Dockerfile diff --git a/containers/docker-compose.yml b/finetuned/docker-compose.yml similarity index 100% rename from containers/docker-compose.yml rename to finetuned/docker-compose.yml diff --git a/containers/entrypoint.sh b/finetuned/entrypoint.sh similarity index 100% rename from containers/entrypoint.sh rename to finetuned/entrypoint.sh From 3604a3a3cebeb789c902e520ee87e143555e3db2 Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Thu, 24 Oct 2024 14:12:36 +0200 Subject: [PATCH 41/71] Update README.md errore nella selezione del nome della variabile da passare al prompt --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b6418c3..4de31eb 100644 --- a/README.md +++ b/README.md @@ -159,7 +159,7 @@ Your job is to generate a RDF graph in Turtle format from a description of energ The response must be the RDF graph that includes all the @prefix of the ontologies used in the triples. The RDF graph must be created in Turtle format. Do not add any other text or comment to the response. """ -user_prompt = """ +building_description = """ The building (external ref: 'OB103'), with coordinates 33.9614, -118.3531, has a total area of 500 m². It has three zones, each with its own air temperature sensor. The building has an electrical meter that monitors data of a power sensor. An HVAC equipment serves all three zones and its power usage is measured by a power sensor. From 324dafc988d53f922b62b6fde9921efb3320348a Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Thu, 24 Oct 2024 15:01:03 +0200 Subject: [PATCH 42/71] Update README.md updating how setup docker to run in a specific port --- README.md | 30 +++++++++++++++++++++++++++++- 1 file changed, 29 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 4de31eb..70c2a96 100644 --- a/README.md +++ b/README.md @@ -120,7 +120,35 @@ You can easily set up and run the Ollama environment using Docker Compose. The f ```bash docker-compose up --build -d ``` - +3. Verify that the docker is running on localhost:11434: + ```bash + docker ps + ``` + if result is: + ``` + CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES + 1e9bff7c2f7b finetuned-ollama-llm:latest "/entrypoint.sh" 42 minutes ago Up 42 minutes 11434/tcp compassionate_wing + ``` + + so run the docker image specifying the port: + ```bash + docker run -d -p 11434:11434 finetuned-ollama-llm:latest + docker ps + ``` + + the result will be like: + ``` + CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES + df8b31d4ed86 finetuned-ollama-llm:latest "/entrypoint.sh" 7 seconds ago Up 7 seconds 0.0.0.0:11434->11434/tcp eloquent_jennings + ``` + check if ollama is runnin in the port 11434: + ``` + curl http://localhost:11434 + ``` + Result should be: + ``` + Ollama is running + ``` This will download the model file, create the model in Ollama, and serve it on port `11434`. The necessary directories will be created automatically. ### Option 2: Manual Setup From a2c0d2a1176a91cadce0c3000e4a0c4044c7d1f7 Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Mon, 4 Nov 2024 15:32:50 +0100 Subject: [PATCH 43/71] Update README.md --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 70c2a96..8a8eeef 100644 --- a/README.md +++ b/README.md @@ -240,7 +240,10 @@ For any questions or support, please contact: - Marco Perini - Daniele Antonucci +- Rocco Giudice ## Acknowledgements -BrickLLM is developed and maintained by the Energy Efficiency in Buildings group at EURAC Research. +BrickLLM is developed and maintained by the Energy Efficiency in Buildings group at EURAC Research. Thanks to the contribution of: +- Moderate project: Horizon Europe research and innovation programme under grant agreement No 101069834 +- Politecnico of Turin, in particular to @Rocco Giudice for its works in developing model generation using local language model From 136986b3865cce709ba52a9dc753ed661fefb6e7 Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Mon, 4 Nov 2024 15:39:21 +0100 Subject: [PATCH 44/71] Delete docs/assets directory --- docs/assets/brickllm_banner.png | Bin 166243 -> 0 bytes docs/assets/brickllm_logo.png | Bin 32935 -> 0 bytes 2 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 docs/assets/brickllm_banner.png delete mode 100644 docs/assets/brickllm_logo.png diff --git a/docs/assets/brickllm_banner.png b/docs/assets/brickllm_banner.png deleted file mode 100644 index b1fe0dba9dbce46bf0d4b36bf309db23c24e5cdf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 166243 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docs/assets diff --git a/docs/assets b/docs/assets new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/docs/assets @@ -0,0 +1 @@ + From 12a02852a41fe6758541773e77be574b5b740e1b Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Mon, 4 Nov 2024 15:40:47 +0100 Subject: [PATCH 46/71] Delete docs/assets --- docs/assets | 1 - 1 file changed, 1 deletion(-) delete mode 100644 docs/assets diff --git a/docs/assets b/docs/assets deleted file mode 100644 index 8b13789..0000000 --- a/docs/assets +++ /dev/null @@ -1 +0,0 @@ - From fa4e16d8b03634d96dc0e2c194c3697ec892c737 Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Mon, 4 Nov 2024 15:41:41 +0100 Subject: [PATCH 47/71] Create test --- docs/assets/test | 1 + 1 file changed, 1 insertion(+) create mode 100644 docs/assets/test diff --git a/docs/assets/test b/docs/assets/test new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/docs/assets/test @@ -0,0 +1 @@ + From db0a43f50ecb11a20a8bf7e2f071b84197378f1e Mon Sep 17 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zQ8!;|_qcujjU3K;Roph4)kznGkeWO}T^7Qch1o$PpeFC5$A}VU3&--c5LRpU!p(Lv zs}(z#Br*-KQ~@+N5+EZPHy-8-gE?qrOd(DhG)^WY(3C02(I5g%L7*M1XZFd}6WSS9 zLFI+WW2;|Q9%y<=xwo`Qw!3ICecQ44UcA@%4_TtN?r5KIf(lO#h1YiapybSM9lIvpVjN z)~gdHtk+VpkbvAvs89t7=f-@@2%4~(%ec@6TC<0luiDMGyP_5DvgkBsM=OA6^%Fme zBKXMF5H6Jj6@^OzjOKgcNVio0O-)Lnf}jqevynL@)!fx4ltn%W+T-@Wq)C_To@2di z_ja3=`!8FqPW+?w+GL?h-GC~Ux<*hqaNq#ieUKSJL%8HxO?#>VG`=y+HYVE!(BNEl z>D6$v%E{$+w0w>LqqPAF+Gk^OQsH#aRH-#glU9%CXuj)|*6^WAa`mRip#3jzw4aCd zl9*_#6|vW>)+N4Sy&>hcHEmQwTRTt(?`)v)&HDt<%$E{q6gmmC8V=bcXao`mZ37oRcDmWDj%%@Ao%nmJ)dxNn+-wIRLlHo0J43_S z)1m8`?Up2fB!Ff|N)uqyq}4F{^oCn@DYd^;C04d;lB&W@T}SY^{jD`re&);fEw@~@ zd&GRnj^9Hc(U+uIhDI{;kTCX4@OoymIg#gHGy}u#U^UYS#}6G+tAFiuu&&oWrOH=) zw#V&pdvw!i68_nIe&kB?`CA5Y{H^7@s9TovBA9t_IFoKl;awCox6CfB<|dr%=jx=g zdTmn4eE*axlNKyLZjamjZPng?dpdA)u=TvK9?QUuzq6Pd_D58ze^ez_{861){A*=$ zNs}U_)c Date: Mon, 4 Nov 2024 15:43:04 +0100 Subject: [PATCH 49/71] Update test From 57b0467c8fd2c50d4536d6f307f639cef68ef847 Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Mon, 4 Nov 2024 15:43:22 +0100 Subject: [PATCH 50/71] Delete docs/assets/test --- docs/assets/test | 1 - 1 file changed, 1 deletion(-) delete mode 100644 docs/assets/test diff --git a/docs/assets/test b/docs/assets/test deleted file mode 100644 index 8b13789..0000000 --- a/docs/assets/test +++ /dev/null @@ -1 +0,0 @@ - From 44a6bb13d27b94c1041d0d716e102d1f8e7a43ac Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Mon, 4 Nov 2024 15:44:01 +0100 Subject: [PATCH 51/71] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8a8eeef..d3b9d5b 100644 --- a/README.md +++ b/README.md @@ -246,4 +246,4 @@ For any questions or support, please contact: BrickLLM is developed and maintained by the Energy Efficiency in Buildings group at EURAC Research. Thanks to the contribution of: - Moderate project: Horizon Europe research and innovation programme under grant agreement No 101069834 -- Politecnico of Turin, in particular to @Rocco Giudice for its works in developing model generation using local language model +- Politecnico of Turin, in particular to @Rocco Giudice for his work in developing model generation using local language model From 8f9d7aaaaa94f2eb8e93aa2fee724aded11e09da Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 09:24:43 +0100 Subject: [PATCH 52/71] feat: initial release --- examples/example_finetuned_local.py | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/example_finetuned_local.py b/examples/example_finetuned_local.py index f25b00f..d03fac3 100644 --- a/examples/example_finetuned_local.py +++ b/examples/example_finetuned_local.py @@ -44,6 +44,7 @@ # Run the graph result = brick_graph_local.run(input_data=input_data, stream=False) + # Print the result print(result) From 804a19fcc935e12ae149e18997614dfe8a7d46c0 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 09:29:59 +0100 Subject: [PATCH 53/71] feat: initial release --- brickllm/helpers/llm_models.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/brickllm/helpers/llm_models.py b/brickllm/helpers/llm_models.py index 0c8578f..ecda551 100644 --- a/brickllm/helpers/llm_models.py +++ b/brickllm/helpers/llm_models.py @@ -2,9 +2,9 @@ from langchain.chat_models.base import BaseChatModel from langchain_anthropic import ChatAnthropic +from langchain_community.llms import Ollama from langchain_fireworks import ChatFireworks from langchain_openai import ChatOpenAI -from langchain_community.llms import Ollama def _get_model(model: Union[str, BaseChatModel]) -> BaseChatModel: From 8a8f5a169639c3524d926daa590d934e4188c279 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 09:35:59 +0100 Subject: [PATCH 54/71] feat: initial release --- .github/workflows/ci-cd.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml index 5336a0c..908adce 100644 --- a/.github/workflows/ci-cd.yml +++ b/.github/workflows/ci-cd.yml @@ -65,7 +65,7 @@ jobs: uses: codecov/codecov-action@v3 with: files: coverage.xml - fail_ci_if_error: true + fail_ci_if_error: false token: ${{ secrets.CODECOV_TOKEN }} release: From 30afa05a72ca3c294f9c55b015b4299043725191 Mon Sep 17 00:00:00 2001 From: semantic-release-bot Date: Tue, 5 Nov 2024 08:39:04 +0000 Subject: [PATCH 55/71] ci(release): 1.0.0 [skip ci] ## 1.0.0 (2024-11-05) ### Features * add abstract graph, new state, examples ([ecd7f94](https://github.com/EURAC-EEBgroup/brick-llm/commit/ecd7f940649d1d41ffc354781e277790a01f206f)) * add makefile ([03aa829](https://github.com/EURAC-EEBgroup/brick-llm/commit/03aa8295cb6251ecbccaf4df63efd19252bd1a4f)) * add mkdocs ([d38421e](https://github.com/EURAC-EEBgroup/brick-llm/commit/d38421e9808112c3fc7de431de45783a8ce735d6)) * add validation ([835a6ba](https://github.com/EURAC-EEBgroup/brick-llm/commit/835a6baf19fcf9ab1f7ad21d5b0d21a4c600659a)) * added custom models ([67cc309](https://github.com/EURAC-EEBgroup/brick-llm/commit/67cc30972b4fee5ad34f252e50881eada85a2df0)) * added ISSUE_TEMPLATE and ci cd workflows ([5969ec5](https://github.com/EURAC-EEBgroup/brick-llm/commit/5969ec5ad5808dd8f3285fac9c9c9553470be4bd)) * added pre-commit and tox integration ([25dff8b](https://github.com/EURAC-EEBgroup/brick-llm/commit/25dff8b192b3ef4158a5fddca43ec82ae191ca05)) * added return types ([f495549](https://github.com/EURAC-EEBgroup/brick-llm/commit/f4955499494082d0073a5982664ac6bfaae9a3a4)) * BrickSchemaGraphLocal workflow definition ([b80e855](https://github.com/EURAC-EEBgroup/brick-llm/commit/b80e8554389eef596701fde2755b7ce09fe64707)) * **refactor:** created lib ([980b0e7](https://github.com/EURAC-EEBgroup/brick-llm/commit/980b0e72f16f8e4685279dff8394531f1a818f4a)) * fine-tuned prompt template ([7a22eb8](https://github.com/EURAC-EEBgroup/brick-llm/commit/7a22eb8d78ded987811d8da9c2daa851ee873d2b)) * initial release ([8a8f5a1](https://github.com/EURAC-EEBgroup/brick-llm/commit/8a8f5a169639c3524d926daa590d934e4188c279)) * initial release ([804a19f](https://github.com/EURAC-EEBgroup/brick-llm/commit/804a19fcc935e12ae149e18997614dfe8a7d46c0)) * initial release ([8f9d7aa](https://github.com/EURAC-EEBgroup/brick-llm/commit/8f9d7aaaaa94f2eb8e93aa2fee724aded11e09da)) * integration of ollama fine-tuned model ([633bb93](https://github.com/EURAC-EEBgroup/brick-llm/commit/633bb93312fde7ea6fd987fd471690cee705092e)) * **agent:** langgraph porting ([34f614a](https://github.com/EURAC-EEBgroup/brick-llm/commit/34f614a557afc5b0aae5773b9e0954122c8de30e)) * local generation node using the fine-tuning ([dd625ca](https://github.com/EURAC-EEBgroup/brick-llm/commit/dd625caa776d8cf987a4a0d6d887c05e31eb82eb)) * move graph compilation inside class ([e753523](https://github.com/EURAC-EEBgroup/brick-llm/commit/e7535232410a7e81cbbc50a95da8067991ce020a)) * rdf parser from raw llm response ([740143e](https://github.com/EURAC-EEBgroup/brick-llm/commit/740143ece49cc2c10f97dd956c8b89d4238978aa)) * update config and states for hosting also the local model instructions ([4b85fc7](https://github.com/EURAC-EEBgroup/brick-llm/commit/4b85fc7d07d48fd287b8b99902f406cdc0fbe417)) * validate local llm (we need another function since the return node is different ([f228764](https://github.com/EURAC-EEBgroup/brick-llm/commit/f228764b5757c4f1c84714a2aee4321969d144c3)) ### Bug Fixes * **mermaid:** added correct output image path ([ff42d5a](https://github.com/EURAC-EEBgroup/brick-llm/commit/ff42d5a107c39c60e1ff5be0fa7354b27961e8c5)) * added StringIO conversion ([5698f49](https://github.com/EURAC-EEBgroup/brick-llm/commit/5698f49be5f1c2c0251f37816f890fb475e5a65e)) * dockerfile ([68c03bf](https://github.com/EURAC-EEBgroup/brick-llm/commit/68c03bfbf905ed101f025f3600fa6135d43c85c0)) * fixed how we pass llm in graph ([eaa1c03](https://github.com/EURAC-EEBgroup/brick-llm/commit/eaa1c03fe6641d4d12a0cc6e53c2061c34eccda4)) * fixed imports ([2e3ca0f](https://github.com/EURAC-EEBgroup/brick-llm/commit/2e3ca0f132e721641cd973614696985d70155bb0)) * moved env variable loading inside class ([3911bd9](https://github.com/EURAC-EEBgroup/brick-llm/commit/3911bd900120a49dd1a8c34e0eb36964544442ac)) * pre-defined namespace ([9ad2a09](https://github.com/EURAC-EEBgroup/brick-llm/commit/9ad2a09c453bfca0de983c7d6b3a1624f263506d)) * problem in iteration loop ([eac5cd6](https://github.com/EURAC-EEBgroup/brick-llm/commit/eac5cd617dec77af76e497f5a2b879cb729a8259)) * removed cache ([5a17fdd](https://github.com/EURAC-EEBgroup/brick-llm/commit/5a17fdd16500d402fd95ea94d31b2e0c5d98d690)) * replace '#' with '.' in prompts ([32d9923](https://github.com/EURAC-EEBgroup/brick-llm/commit/32d99239c05ee01922e7ba2ff51776dc0f3fb88a)) * unused imports ([35c9d8c](https://github.com/EURAC-EEBgroup/brick-llm/commit/35c9d8cda731d7bd2fef7e3f1a3f385a7d47e4d8)) ### chore * add simpler building description ([57dcb2e](https://github.com/EURAC-EEBgroup/brick-llm/commit/57dcb2e3fc3f13e1194f1488d6fc27157a1dc6ce)) * modified cicd ([580199b](https://github.com/EURAC-EEBgroup/brick-llm/commit/580199bed69754fbaa0150c6789292dc20151b63)) * rename folder containers into finetuned ([0eca876](https://github.com/EURAC-EEBgroup/brick-llm/commit/0eca87685ca37e04e6a83d55fd54c7a3915edeb2)) ### Docs * add logo to readme ([1f7d153](https://github.com/EURAC-EEBgroup/brick-llm/commit/1f7d1537e1270834e4c5e4c3ca462bb7d42e8aaa)) * add type validation ([2685307](https://github.com/EURAC-EEBgroup/brick-llm/commit/2685307f08e9ac6e3c4dcb53d6be132a8c2a599b)) * added all docstrings ([cede480](https://github.com/EURAC-EEBgroup/brick-llm/commit/cede480e5ca4a720df5422ba91930b6038c0e09c)) * added Dockerfile ([441df65](https://github.com/EURAC-EEBgroup/brick-llm/commit/441df65604ad4485b0f39c487dd779bdc0a001ec)) * added logo ([1987d44](https://github.com/EURAC-EEBgroup/brick-llm/commit/1987d440b6bfde8cbcf6d89199368f7ac793b007)) * improve installation readme ([56bf5f6](https://github.com/EURAC-EEBgroup/brick-llm/commit/56bf5f6f3c372ad6ebbdaad05c44b46855ed040e)) * improved example ([9b06758](https://github.com/EURAC-EEBgroup/brick-llm/commit/9b067584813f64c2b39436921f6e3ada40705a4d)) * improved readme ([b7788fa](https://github.com/EURAC-EEBgroup/brick-llm/commit/b7788faa31b36f09586eb699936dfdce4ee9d829)) * modified banner ([f01cb0e](https://github.com/EURAC-EEBgroup/brick-llm/commit/f01cb0e0085ff0013f58eafd052abbffad3717a8)) * modified custom example ([85074cc](https://github.com/EURAC-EEBgroup/brick-llm/commit/85074cc43697ee8f05e53c75e4b860bd5f894fff)) * new logo ([55b2508](https://github.com/EURAC-EEBgroup/brick-llm/commit/55b25084679f056ffbb22deceecf592a76eaab5a)) * save ttl ([50ee39f](https://github.com/EURAC-EEBgroup/brick-llm/commit/50ee39f2c6c26b29cbeac182f633995f60ba2c32)) * Update README.md with local llm example ([e7a7e8e](https://github.com/EURAC-EEBgroup/brick-llm/commit/e7a7e8e32ca4d31eabc9c5eddc5993ef802687cd)) --- CHANGELOG.md | 65 ++++++++++++++++++ pyproject.toml | 174 ++++++++++++++++++++++++------------------------- 2 files changed, 152 insertions(+), 87 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index e69de29..5639aef 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -0,0 +1,65 @@ +## 1.0.0 (2024-11-05) + + +### Features + +* add abstract graph, new state, examples ([ecd7f94](https://github.com/EURAC-EEBgroup/brick-llm/commit/ecd7f940649d1d41ffc354781e277790a01f206f)) +* add makefile ([03aa829](https://github.com/EURAC-EEBgroup/brick-llm/commit/03aa8295cb6251ecbccaf4df63efd19252bd1a4f)) +* add mkdocs ([d38421e](https://github.com/EURAC-EEBgroup/brick-llm/commit/d38421e9808112c3fc7de431de45783a8ce735d6)) +* add validation ([835a6ba](https://github.com/EURAC-EEBgroup/brick-llm/commit/835a6baf19fcf9ab1f7ad21d5b0d21a4c600659a)) +* added custom models ([67cc309](https://github.com/EURAC-EEBgroup/brick-llm/commit/67cc30972b4fee5ad34f252e50881eada85a2df0)) +* added ISSUE_TEMPLATE and ci cd workflows ([5969ec5](https://github.com/EURAC-EEBgroup/brick-llm/commit/5969ec5ad5808dd8f3285fac9c9c9553470be4bd)) +* added pre-commit and tox integration ([25dff8b](https://github.com/EURAC-EEBgroup/brick-llm/commit/25dff8b192b3ef4158a5fddca43ec82ae191ca05)) +* added return types ([f495549](https://github.com/EURAC-EEBgroup/brick-llm/commit/f4955499494082d0073a5982664ac6bfaae9a3a4)) +* BrickSchemaGraphLocal workflow definition ([b80e855](https://github.com/EURAC-EEBgroup/brick-llm/commit/b80e8554389eef596701fde2755b7ce09fe64707)) +* **refactor:** created lib ([980b0e7](https://github.com/EURAC-EEBgroup/brick-llm/commit/980b0e72f16f8e4685279dff8394531f1a818f4a)) +* fine-tuned prompt template ([7a22eb8](https://github.com/EURAC-EEBgroup/brick-llm/commit/7a22eb8d78ded987811d8da9c2daa851ee873d2b)) +* initial release ([8a8f5a1](https://github.com/EURAC-EEBgroup/brick-llm/commit/8a8f5a169639c3524d926daa590d934e4188c279)) +* initial release ([804a19f](https://github.com/EURAC-EEBgroup/brick-llm/commit/804a19fcc935e12ae149e18997614dfe8a7d46c0)) +* initial release ([8f9d7aa](https://github.com/EURAC-EEBgroup/brick-llm/commit/8f9d7aaaaa94f2eb8e93aa2fee724aded11e09da)) +* integration of ollama fine-tuned model ([633bb93](https://github.com/EURAC-EEBgroup/brick-llm/commit/633bb93312fde7ea6fd987fd471690cee705092e)) +* **agent:** langgraph porting ([34f614a](https://github.com/EURAC-EEBgroup/brick-llm/commit/34f614a557afc5b0aae5773b9e0954122c8de30e)) +* local generation node using the fine-tuning ([dd625ca](https://github.com/EURAC-EEBgroup/brick-llm/commit/dd625caa776d8cf987a4a0d6d887c05e31eb82eb)) +* move graph compilation inside class ([e753523](https://github.com/EURAC-EEBgroup/brick-llm/commit/e7535232410a7e81cbbc50a95da8067991ce020a)) +* rdf parser from raw llm response ([740143e](https://github.com/EURAC-EEBgroup/brick-llm/commit/740143ece49cc2c10f97dd956c8b89d4238978aa)) +* update config and states for hosting also the local model instructions ([4b85fc7](https://github.com/EURAC-EEBgroup/brick-llm/commit/4b85fc7d07d48fd287b8b99902f406cdc0fbe417)) +* validate local llm (we need another function since the return node is different ([f228764](https://github.com/EURAC-EEBgroup/brick-llm/commit/f228764b5757c4f1c84714a2aee4321969d144c3)) + + +### Bug Fixes + +* **mermaid:** added correct output image path ([ff42d5a](https://github.com/EURAC-EEBgroup/brick-llm/commit/ff42d5a107c39c60e1ff5be0fa7354b27961e8c5)) +* added StringIO conversion ([5698f49](https://github.com/EURAC-EEBgroup/brick-llm/commit/5698f49be5f1c2c0251f37816f890fb475e5a65e)) +* dockerfile ([68c03bf](https://github.com/EURAC-EEBgroup/brick-llm/commit/68c03bfbf905ed101f025f3600fa6135d43c85c0)) +* fixed how we pass llm in graph ([eaa1c03](https://github.com/EURAC-EEBgroup/brick-llm/commit/eaa1c03fe6641d4d12a0cc6e53c2061c34eccda4)) +* fixed imports ([2e3ca0f](https://github.com/EURAC-EEBgroup/brick-llm/commit/2e3ca0f132e721641cd973614696985d70155bb0)) +* moved env variable loading inside class ([3911bd9](https://github.com/EURAC-EEBgroup/brick-llm/commit/3911bd900120a49dd1a8c34e0eb36964544442ac)) +* pre-defined namespace ([9ad2a09](https://github.com/EURAC-EEBgroup/brick-llm/commit/9ad2a09c453bfca0de983c7d6b3a1624f263506d)) +* problem in iteration loop ([eac5cd6](https://github.com/EURAC-EEBgroup/brick-llm/commit/eac5cd617dec77af76e497f5a2b879cb729a8259)) +* removed cache ([5a17fdd](https://github.com/EURAC-EEBgroup/brick-llm/commit/5a17fdd16500d402fd95ea94d31b2e0c5d98d690)) +* replace '#' with '.' in prompts ([32d9923](https://github.com/EURAC-EEBgroup/brick-llm/commit/32d99239c05ee01922e7ba2ff51776dc0f3fb88a)) +* unused imports ([35c9d8c](https://github.com/EURAC-EEBgroup/brick-llm/commit/35c9d8cda731d7bd2fef7e3f1a3f385a7d47e4d8)) + + +### chore + +* add simpler building description ([57dcb2e](https://github.com/EURAC-EEBgroup/brick-llm/commit/57dcb2e3fc3f13e1194f1488d6fc27157a1dc6ce)) +* modified cicd ([580199b](https://github.com/EURAC-EEBgroup/brick-llm/commit/580199bed69754fbaa0150c6789292dc20151b63)) +* rename folder containers into finetuned ([0eca876](https://github.com/EURAC-EEBgroup/brick-llm/commit/0eca87685ca37e04e6a83d55fd54c7a3915edeb2)) + + +### Docs + +* add logo to readme ([1f7d153](https://github.com/EURAC-EEBgroup/brick-llm/commit/1f7d1537e1270834e4c5e4c3ca462bb7d42e8aaa)) +* add type validation ([2685307](https://github.com/EURAC-EEBgroup/brick-llm/commit/2685307f08e9ac6e3c4dcb53d6be132a8c2a599b)) +* added all docstrings ([cede480](https://github.com/EURAC-EEBgroup/brick-llm/commit/cede480e5ca4a720df5422ba91930b6038c0e09c)) +* added Dockerfile ([441df65](https://github.com/EURAC-EEBgroup/brick-llm/commit/441df65604ad4485b0f39c487dd779bdc0a001ec)) +* added logo ([1987d44](https://github.com/EURAC-EEBgroup/brick-llm/commit/1987d440b6bfde8cbcf6d89199368f7ac793b007)) +* improve installation readme ([56bf5f6](https://github.com/EURAC-EEBgroup/brick-llm/commit/56bf5f6f3c372ad6ebbdaad05c44b46855ed040e)) +* improved example ([9b06758](https://github.com/EURAC-EEBgroup/brick-llm/commit/9b067584813f64c2b39436921f6e3ada40705a4d)) +* improved readme ([b7788fa](https://github.com/EURAC-EEBgroup/brick-llm/commit/b7788faa31b36f09586eb699936dfdce4ee9d829)) +* modified banner ([f01cb0e](https://github.com/EURAC-EEBgroup/brick-llm/commit/f01cb0e0085ff0013f58eafd052abbffad3717a8)) +* modified custom example ([85074cc](https://github.com/EURAC-EEBgroup/brick-llm/commit/85074cc43697ee8f05e53c75e4b860bd5f894fff)) +* new logo ([55b2508](https://github.com/EURAC-EEBgroup/brick-llm/commit/55b25084679f056ffbb22deceecf592a76eaab5a)) +* save ttl ([50ee39f](https://github.com/EURAC-EEBgroup/brick-llm/commit/50ee39f2c6c26b29cbeac182f633995f60ba2c32)) +* Update README.md with local llm example ([e7a7e8e](https://github.com/EURAC-EEBgroup/brick-llm/commit/e7a7e8e32ca4d31eabc9c5eddc5993ef802687cd)) diff --git a/pyproject.toml b/pyproject.toml index d4c26d9..b3509fa 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,87 +1,87 @@ -[tool.poetry] -name = "brickllm" -version = "0.0.1" -description = "Library for generating RDF files following BrickSchema ontology using LLM" -authors = ["Marco Perini ", "Daniele Antonucci "] -license = "MIT" -readme = "README.md" -homepage = "https://brickllm.com/" -repository = "https://github.com/EURAC-EEBgroup/brickllm-lib" -documentation = "https://brickllm.com/docs" -keywords = [ - "brickllm", - "brickschema", - "rdf", - "ontologies", - "knowledge graph", - "semantic web", - "ai", - "artificial intelligence", - "gpt", - "machine learning", - "natural language processing", - "nlp", - "openai", - "building automation", - "iot", - "graph", - "ontology", -] - -classifiers = [ - "Intended Audience :: Developers", - "Topic :: Software Development :: Libraries :: Python Modules", - "Programming Language :: Python :: 3", - "Operating System :: OS Independent", -] - -packages = [{include = "brickllm"}] - -[tool.poetry.dependencies] -python = ">=3.9,<4.0" -langgraph = "0.2.23" -langchain_openai = "0.2.0" -langchain-fireworks = "0.2.0" -langchain-anthropic = "0.2.1" -langchain_community = "0.3.0" -langchain_core = "0.3.5" -rdflib = ">=6.2.0,<7" -pyshacl = "0.21" - -[tool.poetry.group.dev.dependencies] -pytest = "^7.4" -pytest-sugar = "*" -pytest-cov = "*" -black = "*" -mypy = "*" -ruff = "*" -isort = "*" -pre-commit = "*" -types-setuptools = "^75.1.0.20240917" -mkdocs = "^1.5" -mkdocs-material = "^9.2" -mkdocstrings-python = "^1.1" - -[tool.black] -line-length = 88 -target-version = ["py39"] - -[tool.isort] -profile = "black" - -[tool.ruff] -line-length = 88 - -[tool.ruff.lint] -select = ["F", "E", "W", "C"] -ignore = ["E203", "E501"] # Ignore conflicts with Black - -[tool.mypy] -python_version = "3.9" -strict = true -disallow_untyped_calls = true -ignore_missing_imports = true - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[tool.poetry] +name = "brickllm" +version = "1.0.0" +description = "Library for generating RDF files following BrickSchema ontology using LLM" +authors = ["Marco Perini ", "Daniele Antonucci "] +license = "MIT" +readme = "README.md" +homepage = "https://brickllm.com/" +repository = "https://github.com/EURAC-EEBgroup/brickllm-lib" +documentation = "https://brickllm.com/docs" +keywords = [ + "brickllm", + "brickschema", + "rdf", + "ontologies", + "knowledge graph", + "semantic web", + "ai", + "artificial intelligence", + "gpt", + "machine learning", + "natural language processing", + "nlp", + "openai", + "building automation", + "iot", + "graph", + "ontology", +] + +classifiers = [ + "Intended Audience :: Developers", + "Topic :: Software Development :: Libraries :: Python Modules", + "Programming Language :: Python :: 3", + "Operating System :: OS Independent", +] + +packages = [{include = "brickllm"}] + +[tool.poetry.dependencies] +python = ">=3.9,<4.0" +langgraph = "0.2.23" +langchain_openai = "0.2.0" +langchain-fireworks = "0.2.0" +langchain-anthropic = "0.2.1" +langchain_community = "0.3.0" +langchain_core = "0.3.5" +rdflib = ">=6.2.0,<7" +pyshacl = "0.21" + +[tool.poetry.group.dev.dependencies] +pytest = "^7.4" +pytest-sugar = "*" +pytest-cov = "*" +black = "*" +mypy = "*" +ruff = "*" +isort = "*" +pre-commit = "*" +types-setuptools = "^75.1.0.20240917" +mkdocs = "^1.5" +mkdocs-material = "^9.2" +mkdocstrings-python = "^1.1" + +[tool.black] +line-length = 88 +target-version = ["py39"] + +[tool.isort] +profile = "black" + +[tool.ruff] +line-length = 88 + +[tool.ruff.lint] +select = ["F", "E", "W", "C"] +ignore = ["E203", "E501"] # Ignore conflicts with Black + +[tool.mypy] +python_version = "3.9" +strict = true +disallow_untyped_calls = true +ignore_missing_imports = true + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" From 218a60f00ddfc7c121e388f1805b75c28bd6200b Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 09:42:19 +0100 Subject: [PATCH 56/71] fix: replaced banner for pypi --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index d3b9d5b..4f696e2 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@

      - BrickLLM + BrickLLM

      # 🧱 BrickLLM @@ -143,7 +143,7 @@ You can easily set up and run the Ollama environment using Docker Compose. The f ``` check if ollama is runnin in the port 11434: ``` - curl http://localhost:11434 + curl http://localhost:11434 ``` Result should be: ``` From 381ec80417846e0e5a1dfe57223fe56b5fcb2d5a Mon Sep 17 00:00:00 2001 From: semantic-release-bot Date: Tue, 5 Nov 2024 08:45:39 +0000 Subject: [PATCH 57/71] ci(release): 1.0.1 [skip ci] ## [1.0.1](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.0.0...v1.0.1) (2024-11-05) ### Bug Fixes * replaced banner for pypi ([218a60f](https://github.com/EURAC-EEBgroup/brick-llm/commit/218a60f00ddfc7c121e388f1805b75c28bd6200b)) --- CHANGELOG.md | 7 +++++++ pyproject.toml | 2 +- 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 5639aef..3e07648 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,10 @@ +## [1.0.1](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.0.0...v1.0.1) (2024-11-05) + + +### Bug Fixes + +* replaced banner for pypi ([218a60f](https://github.com/EURAC-EEBgroup/brick-llm/commit/218a60f00ddfc7c121e388f1805b75c28bd6200b)) + ## 1.0.0 (2024-11-05) diff --git a/pyproject.toml b/pyproject.toml index b3509fa..6bb5ca2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "brickllm" -version = "1.0.0" +version = "1.0.1" description = "Library for generating RDF files following BrickSchema ontology using LLM" authors = ["Marco Perini ", "Daniele Antonucci "] license = "MIT" From 3a9faaed74bbfc1698691d85cb9cb347060f9de6 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 10:01:11 +0100 Subject: [PATCH 58/71] Create LICENSE --- LICENSE | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) create mode 100644 LICENSE diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..0761bcb --- /dev/null +++ b/LICENSE @@ -0,0 +1,28 @@ +BSD 3-Clause License + +Copyright (c) 2024, Energy Efficient Buildings @EURAC + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + +2. Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +3. Neither the name of the copyright holder nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. From 656faf01911ccfc66e21c2ff6bda8a77b1dcd35c Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 10:03:52 +0100 Subject: [PATCH 59/71] feat: BSD license --- README.md | 2 +- pyproject.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4f696e2..38583bb 100644 --- a/README.md +++ b/README.md @@ -232,7 +232,7 @@ We welcome contributions to BrickLLM! Please see our [contributing guidelines](C ## 📜 License -BrickLLM is released under the MIT License. See the [LICENSE](LICENSE) file for details. +BrickLLM is released under the BSD-3-Clause License. See the [LICENSE](LICENSE) file for details. ## Contact diff --git a/pyproject.toml b/pyproject.toml index 6bb5ca2..8ba4506 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -3,7 +3,7 @@ name = "brickllm" version = "1.0.1" description = "Library for generating RDF files following BrickSchema ontology using LLM" authors = ["Marco Perini ", "Daniele Antonucci "] -license = "MIT" +license = "BSD-3-Clause" readme = "README.md" homepage = "https://brickllm.com/" repository = "https://github.com/EURAC-EEBgroup/brickllm-lib" From 71260c37d7c7ed24f85e87a06b97ac40cf852d27 Mon Sep 17 00:00:00 2001 From: semantic-release-bot Date: Tue, 5 Nov 2024 09:06:40 +0000 Subject: [PATCH 60/71] ci(release): 1.1.0 [skip ci] ## [1.1.0](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.0.1...v1.1.0) (2024-11-05) ### Features * BSD license ([656faf0](https://github.com/EURAC-EEBgroup/brick-llm/commit/656faf01911ccfc66e21c2ff6bda8a77b1dcd35c)) --- CHANGELOG.md | 7 +++++++ pyproject.toml | 2 +- 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 3e07648..16d901f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,10 @@ +## [1.1.0](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.0.1...v1.1.0) (2024-11-05) + + +### Features + +* BSD license ([656faf0](https://github.com/EURAC-EEBgroup/brick-llm/commit/656faf01911ccfc66e21c2ff6bda8a77b1dcd35c)) + ## [1.0.1](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.0.0...v1.0.1) (2024-11-05) diff --git a/pyproject.toml b/pyproject.toml index 8ba4506..4f355b3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "brickllm" -version = "1.0.1" +version = "1.1.0" description = "Library for generating RDF files following BrickSchema ontology using LLM" authors = ["Marco Perini ", "Daniele Antonucci "] license = "BSD-3-Clause" From 1194a528f3a023fa35f10a94d53a331df93b515c Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 11:03:33 +0100 Subject: [PATCH 61/71] fix: change for zenodo --- examples/example_finetuned_local.py | 1 - 1 file changed, 1 deletion(-) diff --git a/examples/example_finetuned_local.py b/examples/example_finetuned_local.py index d03fac3..f25b00f 100644 --- a/examples/example_finetuned_local.py +++ b/examples/example_finetuned_local.py @@ -44,7 +44,6 @@ # Run the graph result = brick_graph_local.run(input_data=input_data, stream=False) - # Print the result print(result) From 652721ded38316ae86f7eec04152e7f64288a3e8 Mon Sep 17 00:00:00 2001 From: semantic-release-bot Date: Tue, 5 Nov 2024 10:06:35 +0000 Subject: [PATCH 62/71] ci(release): 1.1.1 [skip ci] ## [1.1.1](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.1.0...v1.1.1) (2024-11-05) ### Bug Fixes * change for zenodo ([1194a52](https://github.com/EURAC-EEBgroup/brick-llm/commit/1194a528f3a023fa35f10a94d53a331df93b515c)) --- CHANGELOG.md | 7 +++++++ pyproject.toml | 2 +- 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 16d901f..bee7437 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,10 @@ +## [1.1.1](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.1.0...v1.1.1) (2024-11-05) + + +### Bug Fixes + +* change for zenodo ([1194a52](https://github.com/EURAC-EEBgroup/brick-llm/commit/1194a528f3a023fa35f10a94d53a331df93b515c)) + ## [1.1.0](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.0.1...v1.1.0) (2024-11-05) diff --git a/pyproject.toml b/pyproject.toml index 4f355b3..d44614a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "brickllm" -version = "1.1.0" +version = "1.1.1" description = "Library for generating RDF files following BrickSchema ontology using LLM" authors = ["Marco Perini ", "Daniele Antonucci "] license = "BSD-3-Clause" From 85ab379063dacd4822c5d9394ead963914880471 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 11:25:10 +0100 Subject: [PATCH 63/71] Create CITATION.cff --- CITATION.cff | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 CITATION.cff diff --git a/CITATION.cff b/CITATION.cff new file mode 100644 index 0000000..f6b3629 --- /dev/null +++ b/CITATION.cff @@ -0,0 +1,18 @@ +cff-version: 1.1.0 +message: "If you use this software, please cite it as below." +authors: +- family-names: Marco + given-names: Perini + orcid: https://orcid.org/0009-0008-6620-829X +- family-names: Daniele + given-names: Antonucci + orcid: https://orcid.org/0000-0002-4736-0711 +- family-names: Rocco + given-names: Giudice + orcid: https://orcid.org/0009-0009-4013-4373 +title:EURAC-EEBgroup/brick-llm: v1.1.1 +version: v1.1.1 +identifiers: + - type: doi + value: 10.5281/zenodo.14039358 +date-released: 2024-11-05 From 028ab547afa5afe045c0665c4f5e88118f44e31e Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 11:27:06 +0100 Subject: [PATCH 64/71] Update CITATION.cff --- CITATION.cff | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index f6b3629..d2025e8 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -12,7 +12,6 @@ authors: orcid: https://orcid.org/0009-0009-4013-4373 title:EURAC-EEBgroup/brick-llm: v1.1.1 version: v1.1.1 -identifiers: - - type: doi - value: 10.5281/zenodo.14039358 +doi: 10.5281/zenodo.14039358 date-released: 2024-11-05 +url: "https://github.com/EURAC-EEBgroup/brick-llm" From 5a0b07a354989bf0ee338c2d43beea4eb4689777 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 11:29:34 +0100 Subject: [PATCH 65/71] Update CITATION.cff --- CITATION.cff | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index d2025e8..f9db6b4 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -1,16 +1,16 @@ cff-version: 1.1.0 message: "If you use this software, please cite it as below." authors: -- family-names: Marco - given-names: Perini - orcid: https://orcid.org/0009-0008-6620-829X -- family-names: Daniele - given-names: Antonucci - orcid: https://orcid.org/0000-0002-4736-0711 -- family-names: Rocco - given-names: Giudice - orcid: https://orcid.org/0009-0009-4013-4373 -title:EURAC-EEBgroup/brick-llm: v1.1.1 +- family-names: "Marco" + given-names: "Perini" + orcid: "https://orcid.org/0009-0008-6620-829X" +- family-names: "Daniele" + given-names: "Antonucci" + orcid: "https://orcid.org/0000-0002-4736-0711" +- family-names: "Rocco" + given-names: "Giudice" + orcid: "https://orcid.org/0009-0009-4013-4373" +title: "EURAC-EEBgroup/brick-llm" version: v1.1.1 doi: 10.5281/zenodo.14039358 date-released: 2024-11-05 From 27fc2c694fb9ed73110ec09b068d5fba5dffe111 Mon Sep 17 00:00:00 2001 From: Marco Perini Date: Tue, 5 Nov 2024 11:33:17 +0100 Subject: [PATCH 66/71] fix: add citation label --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index 38583bb..4d709f4 100644 --- a/README.md +++ b/README.md @@ -242,6 +242,12 @@ For any questions or support, please contact: - Daniele Antonucci - Rocco Giudice +## Citation + +Please cite us if you use the library + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.14039358.svg)](https://zenodo.org/doi/10.5281/zenodo.14039358) + ## Acknowledgements BrickLLM is developed and maintained by the Energy Efficiency in Buildings group at EURAC Research. Thanks to the contribution of: From 3cfde0f990ce8cbcd1ff1e51eb6c35cd6eb34a2d Mon Sep 17 00:00:00 2001 From: semantic-release-bot Date: Tue, 5 Nov 2024 10:36:07 +0000 Subject: [PATCH 67/71] ci(release): 1.1.2 [skip ci] ## [1.1.2](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.1.1...v1.1.2) (2024-11-05) ### Bug Fixes * add citation label ([27fc2c6](https://github.com/EURAC-EEBgroup/brick-llm/commit/27fc2c694fb9ed73110ec09b068d5fba5dffe111)) --- CHANGELOG.md | 7 +++++++ pyproject.toml | 2 +- 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index bee7437..bc7bb47 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,10 @@ +## [1.1.2](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.1.1...v1.1.2) (2024-11-05) + + +### Bug Fixes + +* add citation label ([27fc2c6](https://github.com/EURAC-EEBgroup/brick-llm/commit/27fc2c694fb9ed73110ec09b068d5fba5dffe111)) + ## [1.1.1](https://github.com/EURAC-EEBgroup/brick-llm/compare/v1.1.0...v1.1.1) (2024-11-05) diff --git a/pyproject.toml b/pyproject.toml index d44614a..f9cceeb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "brickllm" -version = "1.1.1" +version = "1.1.2" description = "Library for generating RDF files following BrickSchema ontology using LLM" authors = ["Marco Perini ", "Daniele Antonucci "] license = "BSD-3-Clause" From a2aa55f49d66f62ef51fb3ad6d4da3676fc40eee Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Tue, 5 Nov 2024 11:45:34 +0100 Subject: [PATCH 68/71] Update README.md --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index 4d709f4..da8f8d4 100644 --- a/README.md +++ b/README.md @@ -226,6 +226,12 @@ brick_graph_local.save_ttl_output("my_building_local.ttl") For more detailed information on how to use BrickLLM, please refer to our [documentation](https://brickllm.com/docs). +## ▶️ Web Application + +A web app is available to use the library directly through an interface at the following link (). +The application can also be used locally as described in the dedicated repository [BrickLLM App](https://github.com/EURAC-EEBgroup/Brick_ontology_tool). +**Note**: The tool is currently being deployed on our servers and on the MODERATE platform. It will be online shortly ! + ## 🤝 Contributing We welcome contributions to BrickLLM! Please see our [contributing guidelines](CONTRIBUTING.md) for more information. From a7cc8cde40ee25c909fa250fa35c9adf2a2764cf Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Tue, 5 Nov 2024 11:46:21 +0100 Subject: [PATCH 69/71] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index da8f8d4..500ba6d 100644 --- a/README.md +++ b/README.md @@ -230,6 +230,7 @@ For more detailed information on how to use BrickLLM, please refer to our [docum A web app is available to use the library directly through an interface at the following link (). The application can also be used locally as described in the dedicated repository [BrickLLM App](https://github.com/EURAC-EEBgroup/Brick_ontology_tool). + **Note**: The tool is currently being deployed on our servers and on the MODERATE platform. 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literal 0 HcmV?d00001 From 23728737336c4e6cbcdb9493932f950e161d44f7 Mon Sep 17 00:00:00 2001 From: Daniele Antonucci Date: Thu, 7 Nov 2024 22:30:13 +0100 Subject: [PATCH 71/71] Update README.md --- README.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 500ba6d..737ebfb 100644 --- a/README.md +++ b/README.md @@ -255,8 +255,14 @@ Please cite us if you use the library [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.14039358.svg)](https://zenodo.org/doi/10.5281/zenodo.14039358) -## Acknowledgements +## 💙 Aknwoledegments +This work was carried out within European projects: +

      + Moderate + +Moderate - Horizon Europe research and innovation programme under grant agreement No 101069834, with the aim of contributing to the development of open products useful for defining plausible scenarios for the decarbonization of the built environment BrickLLM is developed and maintained by the Energy Efficiency in Buildings group at EURAC Research. Thanks to the contribution of: - Moderate project: Horizon Europe research and innovation programme under grant agreement No 101069834 - Politecnico of Turin, in particular to @Rocco Giudice for his work in developing model generation using local language model

      Using Local LLM Models -BrickLLM supports using local LLM models employing the [Ollama framework](https://ollama.com/). Currently, only our fine-tuned model is supported. -To use it, download the .gguf file [here](https://huggingface.co/Giudice7/llama31-8B-brick-v8/tree/main) and pull on Ollama. -More documentation will be released soon. +

      BrickLLM supports using local LLM models employing the Ollama framework. Currently, only our fine-tuned model is supported.

      + +To use it, follow these steps: + +1. Download the .gguf file from here. +2. Create a file named `Modelfile` with the following content: + ```bash + FROM ./unsloth.Q4_K_M.gguf + ``` + +3. Place the downloaded .gguf file in the same folder as the `Modelfile`. +4. Ensure Ollama is running on your system. +5. Run the following command to create the model in Ollama: + ```bash + ollama create llama3.1:8b-brick-v8 -f Modelfile + ``` + +Once you've set up the model in Ollama, you can use it in your code as follows: ``` python from brickllm.graphs import BrickSchemaGraphLocal @@ -120,7 +146,7 @@ The response must be the RDF graph that includes all the @prefix of the ontologi """ user_prompt = """ -The building (external ref: 'OB103'), with coordinates 33.9614, -118.3531, has a total area of 500 m². It has three zones, each with its own air temperature sensor. +The building (external ref: 'OB103'), with coordinates 33.9614, -118.3531, has a total area of 500 m². It has three zones, each with its own air temperature sensor. The building has an electrical meter that monitors data of a power sensor. An HVAC equipment serves all three zones and its power usage is measured by a power sensor. Timeseries IDs and unit of measure of the sensors: @@ -131,17 +157,26 @@ Timeseries IDs and unit of measure of the sensors: - Temperature sensor zone 3: 'm93d-ljs9-83ks-29dh' in celsius. """ -# Create an instance of BrickSchemaGraphLocal with our fine-tuned model -brick_graph = BrickSchemaGraphLocal(model="llama3.1:8b-brick") +# Create an instance of BrickSchemaGraphLocal +brick_graph_local = BrickSchemaGraphLocal(model="llama3.1:8b-brick") + +# Display the graph structure +brick_graph_local.display() + +# Prepare input data +input_data = { + "user_prompt": building_description, + "instructions": instructions +} # Run the graph -result = brick_graph.run(instructions=instructions, prompt=user_prompt, stream=False) +result = brick_graph_local.run(input_data=input_data, stream=False) -# Print the results +# Print the result print(result) -# save the result to a file -brick_graph.save_ttl_output("my_building.ttl") +# Save the result to a file +brick_graph_local.save_ttl_output("my_building_local.ttl") ```

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