RAG Support Chatbot
Enterprise AI Knowledge Assistant
A full-stack enterprise AI knowledge assistant with multi-source document ingestion, RAG-powered chat with citations and confidence scores, and a full analytics/admin dashboard. Features hybrid retrieval (vector semantic + keyword scoring), seeded with 1000 demo documents, and designed as a provider-agnostic starter — attach OpenAI, Ollama, or any embedding backend.
Key features & capabilities.
RAG pipeline with citations and confidence scores per answer
Hybrid retrieval: vector semantic similarity + keyword scoring
Real document ingestion — chunking and storing uploaded text content
Enterprise dark premium UI with full dashboard and analytics views
Provider-agnostic embeddings: works with OpenAI, Ollama, BGE, Nomic, Pinecone
Persistent seed store with 1000 docs, 500 knowledge articles, 100 collections
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