microsoft / RAG_Hack

Hack Together: RAG Hack | Register, Learn, Hack
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Project: AskmeAboutRAG #103

Open SupeemAFK opened 2 months ago

SupeemAFK commented 2 months ago

Project Name

AskmeAboutRAG

Description✨

We have developed one of the most self-aware LLMs that knows about itself in the domain of Retrieval-Augmented Generation (RAG). With over 1,400 papers on RAG stored in our vector database, our LLM acts as a RAG expert, capable of answering almost any question on the subject by retrieving and utilizing relevant data. This makes it a valuable resource for researchers, students, and professionals interested in RAG.

Data🗂️

Our data is sourced from arXiv, a leading platform for academic papers, with a focus on papers related to RAG. These papers are scraped, processed, and stored in Pinecone's vector database as embeddings. When a user asks a question, the system retrieves the most relevant papers or sections, and uses them as context for generating accurate, context-driven answers.

Benefit🎯

Architecture and Techinal🚀

askmeaboutrag drawio Architecture of AskmeAboutRAG

image example of 1000 datapoints visualize from vector database

Technology & Languages

Project Repository URL

https://github.com/SupeemAFK/AskMeAboutRAG-Main

Deployed Endpoint URL

https://huggingface.co/spaces/Supeem/Askme_About_RAG

Project Video

https://www.youtube.com/watch?v=pBBGc7fE42U

Team Members

SupeemAFK, microhum, beambeambeam, GGital

multispark commented 1 month ago

Hello @supeemafk, thank you for participating in RAG Hack!

The team is working hard to distribute badges. Please have each team member fill out this form: aka.ms/raghack/badge-dist

Thank you!