A collection of essential, high-quality building blocks for constructing sophisticated multi-agent systems (MAS), with a primary focus on LangGraph. Not a full agentic framework, but a lightweight repository of key components to help bridge the last mile in MAS development.
For the underlying philosophy, refer to my this talk on MAS (link).
Cogents offers a bunch of common modules for creating intelligent agent-based applications with built-in support for:
- Agent integration using LangGraph
- deep-researcher
- more agents oncoming
- LLM integration supporting OpenAI, Google GenAI (via OpenRouter), and Ollama
- Web search capabilities via Tavily and Google AI Search
- Semantic search integrated semantic web search with Weaviate
- Voice processing with smart voice features
- Observability through LangSmith integration
pip install -U cogents
For detailed documentation, visit: https://cogents.readthedocs.io/ (under construction)
MIT License - see LICENSE file for details.