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The Holistic Researcher

AI-powered RAG system that aggregates data from multiple sources, normalizes and structures it, then feeds context into Claude and OpenAI to produce grounded, explainable outputs.

What shipped

  • Retrieval pipeline built on vector search with pgvector and embedding generation
  • Multi-source ingestion with normalization and structuring before retrieval
  • Claude and OpenAI reasoning over retrieved context for grounded answers
  • Structured JSON output validation so downstream systems get reliable shapes
Next case studyVoiceOS
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