GoFr - SOC : End to End RAG Implementation

[coolwednesday]

Here is the link to the proposed AI interface for end to end RAG Pipeline with any kind of LLM + vector combination in GoFr.

https://docs.google.com/document/d/1Swdkl18AJrih2VRY5-ZyKTW0mft-pYIkn1J05iYqZA8/edit?usp=sharing

[The-AarushiSingh]

Hey everyone! Super excited to be part of the GoFr AI Track!

I'm Aarushi Singh (@The-AarushiSingh), and I’d love to take up:

🔹 OpenAI integration (LLM + Embeddings)
🔹 pgvector as the vector store

Please let me know if someone else has already picked these ,happy to coordinate and adjust.

[googlieyeye]

Heyy, I am Bhuvi. I would love to take up the integration of Qdrant for the vectorDB and claude(anthropic) for the LLM. However i think in the mail that divya sent us the combined implementation should include 2 llm and 2 vector db? so i think we are each supposed to choose just one either vector db or llm? I am not sure can anyone confirm this @coolwednesday

[krikera]

Hey @googlieyeye, I think each of us is supposed to pick just one.

[krikera]

Hi everyone. I'm Krishna, really excited to be working with all of you. Let’s make this awesome.

[krikera]

Hi everyone. I'm Krishna, really excited to be working with all of you. Let’s make this awesome.

I would love to work on Redis Vector Search integration

[coolwednesday]

@krikera @googlieyeye @The-AarushiSingh @up1 , Hey Guys !

Sorry for the delay. I would like all of you to decide two people who would like to work on LLM integrations and two who would like to work on vector DB integrations ....

We will decide the specific LLM & vector DB after this is finalised ..... The decisions in the comments please !

[googlieyeye]

I would like to work on the LLM integration

[krikera]

I would love to work on Vector DB integration.

[The-AarushiSingh]

I’m confirming my spot on the LLM integration side.

[coolwednesday]

So based on this @up1, You will be working on VectorDB integration.

[coolwednesday]

@krikera @googlieyeye @The-AarushiSingh @up1 , Next task guys is to carefully understand the file interface and their implementation across s3, local file system, ftp and sftp.

We are going to follow a similar approach in this case also. Drop all your doubts regarding the same by tomorrow.

Here is what you need to check out : https://gofr.dev/docs/advanced-guide/handling-file

Here is the code also :

• https://github.com/gofr-dev/gofr/tree/development/pkg/gofr/datasource/file
• https://github.com/gofr-dev/gofr/blob/development/pkg/gofr/datasource/interface.go

[coolwednesday]

@krikera @googlieyeye @The-AarushiSingh @up1 , Any updates ?

[The-AarushiSingh]

Not yet, but I’ll go through everything soon - my endsems are going on right now.