document training like CodeGPT plus

[revbin]

Hi

if its possible to implement document upload to pinecone like codegpt plus and enable desired uploaded document to specific agent or persona .

demo : https://plus.codegpt.co/

regards

[danny-avila]

I'll be focusing document integration/vectorization next.

[revbin]

most effective implementation to chat with doc i come a cross .the result have a high accuracy even with gpt-3.5 . maybe give you some insight for future inplemation in Librechat .

demo : https://lightpdf.com/chatdoc

[danny-avila]

this is closed-source so not much I can learn from it

[mikekuzak]

+1 for document upload!

[danny-avila]

this is in active development!

[eburnette]

Also interested in this. Check out one open source implementation at https://github.com/pinecone-io/canopy. They get good results with several techniques, one is they ask gpt-3.5-turbo which queries are needed, so it can answer questions that require multiple lookups.

I think this would be really powerful with the new Claude-3 embedding model, but there are some good open-source ones too.