Vector Databases
Integrate your vector database with ajan and let your agent perform a semantic search across your data.
You can add large amounts of information in a vector database and integrate it with ajan. When building an agent, you can connect your vector database and let the agent perform an embedding search across your data. ajan currently supports:
FAQ
Use a vector database when your organization already stores searchable embeddings outside ajan or needs custom retrieval infrastructure. Use ajan Knowledge bases when you want ajan to manage document processing and retrieval.
Check embedding quality, chunking, metadata filters, query wording, and whether the correct index is connected. Retrieval quality often depends on how the source data was prepared before ajan queries it.