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aman167 / Chat_with_PDFs-Huggingface-Streamlit-

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A Retrieval-Augmented Generation (RAG) app for chatting with content from uploaded PDFs. Built using Streamlit (frontend), FAISS (vector store), Langchain (conversation chains), and local models for word embeddings. Hugging Face API powers the LLM, supporting natural language queries to retrieve relevant PDF information.

python natural-language-processing transformers embeddings vectorization rag huggingface streamlit pypdf2-library llms langchain-python chatgpt2 faiss-vector-database retreival-chatbot retreival-augmented-generation
  • Updated Oct 13, 2024
  • Python

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