[New component] VectorDB Support

[tarun-aiplanet]

Currently, we support In-Memory Store, but we need to add VectorDB support.

We are seeking collaborators who are interested in contributing. Please indicate your interest in enabling VectorDB by tagging yourself, and we will assign the task to you.

• Milvus
• Qdrant: Assigned to @adi-253
• Chroma Added vectordb config,chromadb #38
• Weaviate: Add: WeaviateDB Support #61
• Redis: Add: RedisVectorDB example in examples/vectordb_usage #77
• FAISS: Assigned to @Kyouma45
• Pinecone Added pinecone, moved import stmts #42
• Azure AI Search @farzad528

[Kyouma45]

Sir @jaintarunAI, I wanna work on adding FAISS. Please assign this task to me

[tarun-aiplanet]

Sir @jaintarunAI, I wanna work on adding FAISS. Please assign this task to me

Done.

[Jai0401]

@tarun-aiplanet Can I take this issue if no one is working on it?

[tarun-aiplanet]

@tarun-aiplanet Can I take this issue if no one is working on it?

which VectorDB do you want to add support?

[Jai0401]

which VectorDB do you want to add support?

Weaviate

[tarun-aiplanet]

which VectorDB do you want to add support?

Weaviate

Assigned.

[Jai0401]

@tarun-aiplanet I want to work on adding Redis.

[tarun-aiplanet]

@tarun-aiplanet I want to work on adding Redis.

Assigned

[farzad528]

@tarun-aiplanet I want to work on adding Azure AI Search.

[tarun-aiplanet]

@tarun-aiplanet I want to work on adding Azure AI Search.

Assigned.

[adi-253]

@tarun-aiplanet I want to work on Qdrant. Can u give me more info on what to do. I know RAG and I have implemented FAISS

[tarun-aiplanet]

@tarun-aiplanet I want to work on Qdrant. Can u give me more info on what to do. I know RAG and I have implemented FAISS

Done. Assigned

[tarun-aiplanet]

Sir @jaintarunAI, I wanna work on adding FAISS. Please assign this task to me

Hey @Kyouma45 any process on the assigned issue?

[adi-253]

@tarun-aiplanet Can u explain me once what to do in brief. This is my first time contributing to open source

[Jai0401]

@adi-253 you can checkout src/beyondllm/vectordb for reference.