Multi-Document RAG

What it does

Chat across multiple PDFs simultaneously. Chunks, embeds, and indexes documents into FAISS at upload time, then uses conversational memory to handle follow-up questions naturally.

Modular prompt orchestration

Retrieval, context construction, and generation live as independently debuggable stages. Documented failure patterns; iterated on chunking granularity and context-window sizing.

Stack

Python · LangChain · FAISS · Groq API · HuggingFace · Gradio.