semantic-router
semantic-router copied to clipboard
Integrate Semantic Router with LangGraph Agent for Multi-Vector Support
I propose integrating the Semantic Router with the LangGraph agent to support multi-vector queries, enhancing search accuracy, efficiency, and scalability. This integration is detailed in my blog post, "Transforming Search: AI Agents and Multi-Vector Intelligence", where I also provide a demonstration code.
Key Benefits:
Improved Accuracy: Leverage multiple vector databases for more relevant results. Increased Efficiency: Parallel querying across databases reduces response time. Scalability: Easily add or modify vector databases as needed. Implementation:
Modify LangGraph agent for multi-vector support. Develop a query distribution and aggregation mechanism. Implement hallucination detection in results.
I would like to add this integration as an example in the project's examples section to showcase its practical benefits.
Looking forward to feedback and collaboration from the community.