{"data":{"full_name":"sayan-dg/ask-knowledge-base","name":"ask-knowledge-base","description":"A Document QA chatbot using LangChain, Pinecone for vector storage, and Amazon Bedrock (mistral.mixtral-8x7b-instruct for LLM and titan-embed-text for embeddings). Built with a Streamlit frontend for document uploads and contextual question answering.","stars":1.0,"forks":1.0,"language":"Python","license":"Apache-2.0","archived":0.0,"subcategory":"pdf-chat-applications","last_pushed_at":"2025-01-28T10:39:09+00:00","pypi_package":null,"npm_package":null,"downloads_monthly":0.0,"dependency_count":0.0,"commits_30d":null,"reverse_dep_count":0.0,"maintenance_score":0.0,"adoption_score":1.0,"maturity_score":9.0,"community_score":12.0,"quality_score":22.0,"quality_tier":"experimental","risk_flags":"['stale_6m', 'no_package', 'no_dependents']"},"meta":{"timestamp":"2026-04-11T10:41:50.213472+00:00"}}