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01 — Builds

Use Cases & Tutorials

Chat with PDFs, CSV analysis, and a growing pattern library of real builds.

10 on the way·Applied
What you'll learn

A growing library of real builds — chat with PDFs, NL-to-SQL, extraction pipelines, agents — each with the reasoning behind the design, not just the code.

Who this is for

Practitioners looking for a working starting point they can adapt to their own domain.

How to use it

The guides are numbered — read in order for the curriculum path, or jump straight to the one you need. Each card is self-contained.

On the roadmap

Outlines locked — write-ups shipping next, in this order
  1. 01Chat With Your PDFs (RAG App, End-to-End)A full document Q&A app with citations.Coming soon
  2. 02Talk to Your Data: NL-to-SQL/CSV AnalystNatural-language querying over structured data.Coming soon
  3. 03Build an AI Customer-Support AgentAn agent over your knowledge base.Coming soon
  4. 04Meeting Notes & Actions with Speech-to-Text + LLMTranscribe, summarise, extract action items.Coming soon
  5. 05An AI Resume Screener (Responsibly)Matching candidates to roles with fairness checks.Coming soon
  6. 06Build a Research AgentA tool-using agent that gathers and synthesises.Coming soon
  7. 07Document Extraction PipelineInvoices/contracts to structured data.Coming soon
  8. 08Semantic Search Over Your Knowledge BaseInternal search that actually understands intent.Coming soon
  9. 09A Brand-Voice Content AssistantGeneration constrained to a style guide.Coming soon
  10. 10Build a Slack/Discord AI AssistantWiring an LLM into a chat platform.Coming soon

Related tracks

Continue in the same group
02 — ReferenceQuick-Ref GuidesCheat sheets and summaries for the concepts you need most, fast.