AskMyDocs — RAG Q/A System

The Problem

Finding a specific answer inside a long document usually means manually searching or reading through it, which doesn't scale once you're dealing with more than one document or a document you don't already know well.

The Solution

AskMyDocs lets you upload documents and ask questions directly against their content. It embeds the document text with HuggingFace embeddings, indexes it with FAISS for retrieval, and uses Groq to generate an answer grounded in the specific chunks retrieved, rather than the model answering from general knowledge alone.

Tech Stack

Decisions and Tradeoffs

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Lessons Learned

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