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@kiranscaria kiranscaria released this 27 Sep 17:23
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v1.0.0
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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).

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