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name: Publish Package to PyPI | ||
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on: | ||
push: | ||
tags: | ||
- 'v*' | ||
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jobs: | ||
deploy: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- uses: actions/checkout@v4 | ||
- name: Set up Python | ||
uses: actions/setup-python@v5 | ||
with: | ||
python-version: '3.12' | ||
- name: Install dependencies | ||
run: | | ||
python -m pip install --upgrade pip | ||
pip install build | ||
- name: Build package | ||
run: python -m build | ||
- name: Publish distribution to PyPI | ||
uses: pypa/gh-action-pypi-publish@release/v1 | ||
with: | ||
password: ${{ secrets.PYPI_API_TOKEN }} |
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# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
*.py[cod] | ||
*$py.class | ||
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# C extensions | ||
*.so | ||
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# Distribution / packaging | ||
.Python | ||
build/ | ||
develop-eggs/ | ||
dist/ | ||
downloads/ | ||
eggs/ | ||
.eggs/ | ||
lib/ | ||
lib64/ | ||
parts/ | ||
sdist/ | ||
var/ | ||
wheels/ | ||
*.egg-info/ | ||
.installed.cfg | ||
*.egg | ||
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# PyInstaller | ||
*.manifest | ||
*.spec | ||
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# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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# Unit test / coverage reports | ||
htmlcov/ | ||
.tox/ | ||
.coverage | ||
.coverage.* | ||
.cache | ||
nosetests.xml | ||
coverage.xml | ||
*.cover | ||
.hypothesis/ | ||
.pytest_cache/ | ||
/tests | ||
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# Environments | ||
.env | ||
.venv | ||
env/ | ||
venv/ | ||
ENV/ | ||
env.bak/ | ||
venv.bak/ | ||
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# IDEs | ||
.vscode/ | ||
.idea/ | ||
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# Misc | ||
*.log | ||
.DS_Store |
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MIT License | ||
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Copyright (c) 2024 Mustafa "Moes" Mufti | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# XAI SDK | ||
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A lightweight Python SDK for interacting with the xAI API, designed with minimal dependencies. | ||
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## Installation | ||
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```bash | ||
pip install xai-grok-sdk | ||
``` | ||
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## Features | ||
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- Simple and intuitive interface for x.AI API interactions | ||
- Support for chat completions with the latest x.AI models | ||
- Built-in function calling capabilities | ||
- Minimal dependencies (only requires `requests`) | ||
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## Quick Start | ||
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```python | ||
from xai_grok_sdk import XAI | ||
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# Initialize the client | ||
xai = XAI( | ||
api_key="your_api_key", | ||
model="your_chosen_model" | ||
) | ||
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# Basic chat completion | ||
response = xai.invoke( | ||
messages=[ | ||
{"role": "user", "content": "Hello, how are you?"} | ||
] | ||
) | ||
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# Using function calling - THIS IS A WORK IN PROGRESS, DOESN'T WORK YET IN THE RELEASED VERSION | ||
tools = [ | ||
{ | ||
"function": { | ||
"name": "get_weather", | ||
"description": "Get the weather for a location", | ||
"parameters": { | ||
"type": "object", | ||
"properties": { | ||
"location": { | ||
"type": "string", | ||
"description": "The city and state, e.g., San Francisco, CA" | ||
} | ||
}, | ||
"required": ["location"] | ||
} | ||
} | ||
} | ||
] | ||
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xai = XAI( | ||
api_key="your_api_key", | ||
model="your_chosen_model", | ||
tools=tools | ||
) | ||
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response = xai.invoke( | ||
messages=[ | ||
{"role": "user", "content": "What's the weather like in San Francisco?"} | ||
] | ||
) | ||
``` | ||
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## API Reference | ||
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### XAI Class | ||
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#### `__init__(api_key: str, model: str, tools: Optional[List[Dict[str, Any]]] = None)` | ||
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Initialize the XAI client. | ||
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- `api_key`: Your x.AI API key | ||
- `model`: The model to use for chat completions | ||
- `tools`: Optional list of tools available for the model to use | ||
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#### `invoke(messages: List[Dict[str, Any]], tool_choice: str = "auto") -> Dict[str, Any]` | ||
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Run a conversation with the model. | ||
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- `messages`: List of conversation messages | ||
- `tool_choice`: Function calling mode ('auto', 'required', 'none', or specific function) | ||
- Returns: Dictionary containing the model's response | ||
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## License | ||
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[License information here] | ||
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## Contributing | ||
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Contributions are welcome! Please feel free to submit a Pull Request. |
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[build-system] | ||
requires = ["setuptools>=75.6.0"] | ||
build-backend = "setuptools.build_meta" | ||
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[project] | ||
name = "xai-grok-sdk" | ||
version = "0.0.2" | ||
description = "Lightweight xAI SDK with minimal dependencies" | ||
dependencies = [ | ||
"requests>=2.32.3", | ||
] | ||
long_description = { file = "README.md", content-type = "text/markdown" } | ||
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[tool.setuptools] | ||
package-dir = {"" = "src"} | ||
packages = ["xai_grok_sdk"] |
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from xai_grok_sdk.xai import XAI | ||
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__all__ = ["XAI"] |
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"""Module for handling XAI API interactions.""" | ||
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import json | ||
import requests | ||
from typing import List, Dict, Any, Optional, Callable | ||
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class XAI: | ||
"""Class for handling XAI API interactions.""" | ||
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def __init__( | ||
self, | ||
api_key: str, | ||
model: str, | ||
tools: Optional[List[Dict[str, Any]]] = None, | ||
): | ||
""" | ||
Initialize the XAI client. | ||
Args: | ||
api_key: API key for XAI. | ||
model: Model to use for chat completions. | ||
tools: List of tools available for the model to use. Each tool should have a | ||
'function' field with 'name' and an actual implementation function. | ||
""" | ||
self.api_key = api_key | ||
self.model = model | ||
self.base_url = "https://api.x.ai/v1" | ||
self.tools = [] | ||
self.function_map: Dict[str, Callable] = {} | ||
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if tools: | ||
for tool in tools: | ||
if "function" in tool and "name" in tool["function"]: | ||
if hasattr(self, tool["function"]["name"]): | ||
self.tools.append(tool) | ||
self.function_map[tool["function"]["name"]] = getattr( | ||
self, tool["function"]["name"] | ||
) | ||
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def _make_api_call(self, payload: Dict[str, Any]) -> Dict[str, Any]: | ||
"""Make an API call to XAI.""" | ||
headers = { | ||
"Authorization": f"Bearer {self.api_key}", | ||
"Content-Type": "application/json", | ||
} | ||
response = requests.post( | ||
f"{self.base_url}/chat/completions", headers=headers, json=payload | ||
) | ||
response.raise_for_status() | ||
return response.json() | ||
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def invoke( | ||
self, | ||
messages: List[Dict[str, Any]], | ||
tool_choice: str = "auto", | ||
) -> Dict[str, Any]: | ||
""" | ||
Run a conversation with the model. | ||
Args: | ||
messages: List of conversation messages | ||
tool_choice: Function calling mode ('auto', 'required', 'none', or specific function) | ||
Returns: | ||
Dict containing the model's response | ||
""" | ||
# Prepare initial payload | ||
payload = { | ||
"model": self.model, | ||
"messages": messages, | ||
} | ||
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# Only include tools-related parameters if tools are configured | ||
if self.tools: | ||
payload["tools"] = self.tools | ||
payload["tool_choice"] = tool_choice | ||
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# Make initial API call | ||
response_data = self._make_api_call(payload) | ||
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# Check if tool was called | ||
if ( | ||
"choices" in response_data | ||
and response_data["choices"] | ||
and "message" in response_data["choices"][0] | ||
and "tool_calls" in response_data["choices"][0]["message"] | ||
): | ||
tool_call = response_data["choices"][0]["message"]["tool_calls"][0] | ||
function_name = tool_call["function"]["name"] | ||
function_args = json.loads(tool_call["function"]["arguments"]) | ||
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# Execute the function if it exists in the function map | ||
if function_name in self.function_map: | ||
function_result = self.function_map[function_name](**function_args) | ||
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# Add function result to messages | ||
messages.append( | ||
{ | ||
"tool_call_id": tool_call["id"], | ||
"role": "tool", | ||
"name": function_name, | ||
"content": str(function_result), | ||
} | ||
) | ||
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# Get final response from the model | ||
final_payload = {"model": self.model, "messages": messages} | ||
return self._make_api_call(final_payload) | ||
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return response_data |