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document-question-answering

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SohaibBazaz / RAG-Based-University-Assistant-Chatbot

Star 3

An AI-powered chatbot that answers student questions using university PDFs with the help of Google's Gemini API and RAG (Retrieval-Augmented Generation) architecture.

python natural-language-processing information-retrieval chatbot question-answering semantic-search rag streamlit faq-bot ai-assistant university-chatbot langchain retrieval-augmented-generation pdf-chatbot google-gemini document-question-answering pdf-question-answering
  • Updated Jun 4, 2025
  • Python

dronefreak / local_rag_pipeline

Star 3

An advanced, fully local, and GPU-accelerated RAG pipeline. Features a sophisticated LLM-based preprocessing engine, state-of-the-art Parent Document Retriever with RAG Fusion, and a modular, Hydra-configurable architecture. Built with LangChain, Ollama, and ChromaDB for 100% private, high-performance document Q&A.

python natural-language-processing hydra natural-language-understanding rag large-language-models llm langchain-python chromadb local-llm document-qa ollama llms-reasoning private-ai document-query-search llms-txt local-llm-integration document-question-answering retrieval-augmented-generation-rag rag-pip
  • Updated Aug 11, 2025
  • Python

alinrajpoot / genr-kit

Star 1

Genr-Kit: The ultimate open-source playground for multi-modal AI. One toolkit to build it all: from text and image generation to speech synthesis and analysis, powered by Gradio and Transformers.

text-to-speech sentiment-analysis text-classification text-generation named-entity-recognition text-summarization image-classification image-captioning image-generation object-detection speech-to-text image-segmentation image-to-image speech-enhancement visual-question-answering ai-toolkit text-to-video text-to-command document-question-answering
  • Updated Sep 13, 2025
  • Python

LALITCHAROLA / genr-kit

Star 1

🚀 Prototype and deploy generative AI applications with ease using Python, Gradio, and Transformers for text, image, and speech tasks.

text-to-speech sentiment-analysis text-classification text-generation named-entity-recognition text-summarization image-classification image-captioning image-generation object-detection speech-to-text image-segmentation image-to-image speech-enhancement visual-question-answering text-to-video text-to-command document-question-answering
  • Updated Nov 27, 2025
  • Python

samay-jain / Retrieval-Augmented-Generation-RAG-simple-program

Star 0

A lightweight, modular Retrieval-Augmented Generation (RAG) system built with Streamlit, FAISS, and LLMs like OpenAI and Ollama. Upload documents, embed them, and ask intelligent questions with real-time context-aware responses.

embeddings openai nomic chroma faiss python-nlp rag vector-search streamlit gpt4 langchain ollama text-chunking llama3 llm-app simple-rag document-question-answering pdf-nlp qa-application
  • Updated Jun 26, 2025
  • Python

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