1.2.2

What's Changed

• Fix trace.stop(), network calls bugs, organise API calls by @vijayc9 in #89
• Api migration plus execution graph modification by @vijayc9 in #91
• Added custom tool by @frazakram in #90
• Unit tests by @01PrathamS in #93
• Execution timeline by @vijayc9 in #95

New Contributors

• @01PrathamS made their first contribution in #93

Full Changelog: 1.2.1...1.2.2

v1.2.1

What's Changed

• Resolve mis-click issue in multiple components in Analytics Page
• Resolve UI bugs in Evaluation Page
• Correct the port variable name in launch_dashboard preventing the dashboard from opening
• Remove the behaviour where empty rectangle space appeared in the pages' bottom when they are scrolled to the bottom
• Handle null duration case that causes the Trace History page to be empty

1.2

Major Features

• Add Flask Server to server API Endpoints for Database access, removing the dependence on frontend to
• Add Analytics Page to view Trace Analytics using new API endpoints for database access.
• Rewrote the Trace History page to use APIs for database access
• Add Trace Details Panel to Trace History and Evaluation pages
• Improved Evaluation Metrics
• Enhanced various dashboard components
• Improved error handling
• Add more Documentation
• Add integration examples for LangGraph, OpenAI Swarm

Minor Improvements

• Performance optimizations
• Better error messages
• Documentation updates
• Bug fixes

What's Changed

• Add crewai example by @frazakram in #42
• autogen example added by @vijayc9 in #43
• Digital_Marketing example for crewai by @frazakram in #44
• Travel Agent Planner by @frazakram in #45
• added metric execution by @frazakram in #54
• Updated Tool Metrics Logic and Tracer ID Assignment in Notebooks by @Bharanikarthick2608 in #57
• added langgraph example by @frazakram in #56
• Add example of Swarm integration by @2011-Tushar in #59
• Added Two LangGraph examples by @Bharanikarthick2608 in #61
• evaluation page and metrics modification by @vijayc9 in #62
• Add APIs to query database by @kiranscaria in #64
• Add documentation updates to v1.1 by @kiranscaria in #65
• Analysis by @vijayc9 in #79
• Documentation by @kiranscaria in #80
• Add analysis Page, Trace View Component, Documentation by @kiranscaria in #81

New Contributors

• @frazakram made their first contribution in #42
• @Bharanikarthick2608 made their first contribution in #57
• @2011-Tushar made their first contribution in #59

Full Changelog: 1.1.2...1.2

1.1.2

What's Changed

• mv travel_planner.ipynb to examples/travel_planner.ipynb by @rahulanand1103 in #52
• Resolves #55 by @kiranscaria

New Contributors

• @rahulanand1103 made their first contribution in #52

1.1.1

What's Changed

• output formatting by @vijayc9 in #7
• added tool_call and fun_call info in the trace_llm output by @vijayc9 in #8
• Add Trace History Page by @kiranscaria in #9
• corrected sync_and_async plus auto_instrument_llm bugs by @vijayc9 in #10
• 🐛 resolved issue #11 db path updated by @kiranscaria in #12
• network call tracing inside trace_tool by @vijayc9 in #14
• Trace improvements by @kiranscaria in #25
• add code to save gpu and disk info by @rehan-ai in #27
• Trace improvements by @rehan-ai in #28
• Evaluation metrics by @vijayc9 in #29
• v1.1 UI by @kiranscaria in #31, #32
• V1.1_ui with evaluation support by @vijayc9 in #30
• V1.1 by @rehan-ai in #33
• readme update by @vijayc9 in #34
• Add wrapt dependency to package, improve example by @kiranscaria in #36
• Fixing the tracer stop error in FinancialAnalysisSystem.ipynb by @LuciAkirami in #39
• Remove npm, nodejs dependency, bug-fixes by @kiranscaria in #40
• Add crewai example by @frazakram in #42
• autogen example added by @vijayc9 in #43
• Digital_Marketing example for crewai by @frazakram in #44
• Travel Agent Planner by @frazakram in #45

New Contributors

• @LuciAkirami made their first contribution in #39
• @frazakram made their first contribution in #42

Package

agentneo==1.1.1

Full Changelog: v1.0.0...1.1.1

AgentNeo v1.1 Beta 2

What's Changed

• readme update by @vijayc9 in #34
• Add wrapt dependency to package, improve example by @kiranscaria in #36
• Fixing the tracer stop error in FinancialAnalysisSystem.ipynb by @LuciAkirami in #39
• Remove npm, nodejs dependency, bug-fixes by @kiranscaria in #40

New Contributors

• @LuciAkirami made their first contribution in #39

AgentNeo v1.1 Beta 0

What's Changed

• output formatting by @vijayc9 in #7
• added tool_call and fun_call info in the trace_llm output by @vijayc9 in #8
• Add Trace History Page by @kiranscaria in #9
• corrected sync_and_async plus auto_instrument_llm bugs by @vijayc9 in #10
• 🐛 resolved issue #11 db path updated by @kiranscaria in #12
• network call tracing inside trace_tool by @vijayc9 in #14
• Trace improvements by @kiranscaria in #25
• add code to save gpu and disk info by @rehan-ai in #27
• Trace improvements by @rehan-ai in #28
• Evaluation metrics by @vijayc9 in #29
• v1.1 UI by @kiranscaria in #31
• V1.1_ui with evaluation support by @vijayc9 in #30
• V1.1 UI by @kiranscaria in #32

Full Changelog: v1.0.0...1.1

v1.0.0

AgentNeo v1.0.0

We're excited to announce the initial release of AgentNeo, an open-source Agentic AI Application Observability, Monitoring, and Evaluation Framework.

What's New

• Initial release of AgentNeo core functionality
• Tracing capabilities for LLM calls, agents, and tools
• Interactive dashboard for visualization and analysis
• SQLite and JSON-based data storage
• Project management features
• Execution graph visualization

Features

• Trace LLM Calls: Monitor calls from providers like OpenAI and LiteLLM
• Trace Agents and Tools: Instrument and monitor your custom agents and tools
• Monitor Interactions: Track tool and agent interactions
• Collect Metrics: Gather data on token usage, costs, and execution time
• Flexible Data Storage: Use SQLite databases and JSON log files
• Simple Instrumentation: Utilize decorators for easy code instrumentation
• Interactive Dashboard: Visualize trace data and execution graphs
• Project Management: Handle multiple projects within the framework
• Evaluation Tools: Assess AI agent performance

Installation

pip install agentneo

Quick Start

from agentneo import AgentNeo, Tracer, launch_dashboard

neo_session = AgentNeo(session_name="my_session")
neo_session.create_project(project_name="my_project")

tracer = Tracer(session=neo_session, log_file_path="trace.json")
tracer.start()

# Instrument your code here

tracer.stop()

launch_dashboard(port=3000)

Requirements

• Python 3.8+
• Node.js 14+
• npm 6+ or yarn 1.22+

Documentation

For detailed usage instructions, visit our official documentation.

What's Next

We're actively working on:

• Support for additional LLMs
• Integration with AutoGen, CrewAI, and Langraph
• Enhanced logging capabilities
• Custom agent orchestration support

Contributing

We welcome contributions! Please check our contribution guidelines to get started.

License

AgentNeo is released under the (https://github.com/raga-ai-hub/agentneo/blob/main/LICENSE).