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You can add large amounts of information in a vector database and integrate it with Langdock. When building an agent, you can connect your vector database and let the agent perform an embedding search across your data. Langdock currently supports:
Our folders are actually vector databases under the hood, just with a simpler interface. If you want to get started quickly without technical setup, folders are perfect. For high-volume or specialized use cases where you need custom chunking, metadata, or specific embedding models, a dedicated vector database gives you full control.