Hi guys,
Has anyone tried to build an LLM, ChatGPT or similar, on top of MongoDB?
So its possible to “chat” with the database.
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Hello Rasmus,
Here how you can do that
- using a framework called LlamaIndex - Build a ChatGPT with your Private Data using LlamaIndex and MongoDB | by Jerry Liu | LlamaIndex Blog | Medium
- using python and Atlas vector search directly - Building Generative AI Applications Using MongoDB: Harnessing the Power of Atlas Vector Search and Open Source Models | MongoDB
- Something similar with framework called langchain - GitHub - mongodb-developer/atlas-vector-search-langchain: This Repo shows how to integrate LangChain, Open AI and store embeddings in the MongoDB Atlas and run a similarity search using MongoDB Atlas Vector Search.
I would be interested in learning more about what you are exploring
Hi Prakul,
Awesome thanks a lot, good read 
Im my case I have been working with LangChain+MongoDB Atlas+GraphQL to use ChatGPT to write a GQL query and then execute to get an output.
The goal is to be able to ask “What is the avg. sales in August?” for structured data in MongoDB.
I have been testing with MDB with GQL, but my challenge is that I haven’t found a way/solution to add the auth for the API in LangChain. I have followed the guide in LangChain: GraphQL | 🦜️🔗 Langchain
I can send my script in a message for inspo and interest?
11 days later
Solution for the auth in the header:
Closed on Sep 23, 2023
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