Service
RAG Knowledge Base Training
We ingest your FAQs, policy docs, website pages, and product data into Pinecone or Chroma — then design retrieval that pulls the right snippet, every time.
What's inside
- Document chunking optimised per content type
- Embeddings tuned to your domain vocabulary
- Hybrid keyword + vector retrieval
- Source citations on every answer
How we deliver it
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01
Audit your knowledge surface — Notion, helpdesk, PDFs, website
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02
Chunk + embed using OpenAI text-embedding-3-large
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03
Index in Pinecone/Chroma with metadata filters
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04
Tune retrieval thresholds against a 100-question eval set
What you walk away with
Cleaned & chunked dataset (CSV + JSONL)
Vector index ready for production
Retrieval evaluation report
Maintenance playbook
Ready when you are