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View All on GitHubQA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid
QA Assistant is a self-hosted RAG question-answering app. Upload PDF, DOCX, or TXT files and ask questions in natural language — every answer is grounded in your documents with source citations and a confidence score. Built with FastAPI, ChromaDB, and a clean-architecture backend; opt-in features include JWT auth, rate limiting, guardrails, hybrid