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AI Knowledge Assistant
RAG-powered domain-specific assistant
The Context
A team had hundreds of internal documents and needed an AI assistant that could answer domain-specific questions accurately.
The Process
Implemented RAG with vector embeddings, fine-tuned the retrieval pipeline, and built a real-time chat interface.
Tools
OpenAI APIVector DBsLangChainPython
✓ 94% Response Accuracy
The assistant can answer questions about internal processes with 94% accuracy using semantic search over the document corpus.