Pairing Weaviate with Dify for RAG

[EdgarBabajanyan]

Hey everyone! I have a vector database in a platform called Weaviate and I want to use Dify as a front-end to interact with that database for a RAG project. Below are a few of the links saying that I can work with Weaviate on the Dify platform

https://docs.dify.ai/getting-started/install-self-hosted/environments
https://docs.dify.ai/tutorials/vector-database-migrate-tool

Now my confusion gets to the workflow where I see only knowledge retrieval done with Dify and no option to select Weaviate as my knowledge retrieval provider
I went into my docker-compose and adjusted the weaviate credentials and ran the flask db migrate command with a successful migration message.

What am I doing wrong? I still see no option to integrate a Weaviate Cluster into my project and for additional information, this cluster will eventually be stored on aws, for now it is stored on the official weaviate cloud services page (so I know the endpoint is 100% okay)

[patryk20120]

Well, the migration tutorial is about migrating already existing data in vector DB that Dify uses e.g. when you change services from weaviate to qdrant - not importing external DB.

Dify already comes with Weaviate DB. You can try to import the data directly into Weaviate