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Build Your Own AI Assistant with RAG

Build an AI assistant that answers only from your own documents and says so when they hold no answer. You start beside Dana, who runs operations at a furniture maker, then set one up on your own files and test it before your team relies on it.

  • Level: Beginner
  • Duration: 9.5 hours
  • Type: Interactive
  • Language: English
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Course Content

  • 1.1 Checking an answer against your documents
  • 1.2 Cutting documents into passages
  • 1.3 Finding passages by meaning
  • 1.4 Keeping answers inside the sources

  • 2.1 Writing test questions with known answers
  • 2.2 Scoring what the search found
  • 2.3 Counting grounded answers

  • 3.1 Tracing a failure to its cause
  • 3.2 Recovering a missed passage
  • 3.3 Stopping answers that wander

  • 4.1 Updating the sources safely
  • 4.2 Keeping private documents private

  • 5.1 Setting up an assistant on your own documents
  • 5.2 Testing your assistant before your team uses it
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Frequently asked questions

You can start Build Your Own AI Assistant with RAG with a 7-day free trial. Click "Enroll for FREE" to begin.

About 9.5 hours, across 14 lessons.

No. Build Your Own AI Assistant with RAG is a beginner course with no prerequisites.

Every lesson runs in your browser, and each step is a choice you make on screen. To run your assistant at work afterwards, the course shows free tools such as AnythingLLM Desktop.