A full-stack RAG (Retrieval Augmented Generation) application with hybrid search, cross-encoder reranking, citation-verified AI answers, and LLM-as-Judge evaluation. Supports multiple AI providers including OpenAI, Anthropic, and Ollama for fully local operation.
python natural-language-processing nextjs postgresql embeddings openai semantic-search document-search rag fastapi vector-database jina hybrid-search llm anthropic chromadb retrieval-augmented-generation ollama citation-validation ai-answers
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Updated
Dec 12, 2025 - Python