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Local LLM Workshop Workshop Before you start Part 1 Part 2 Resources

2025 edition
2024 edition

Workshop
Before you start
Part 1
- How an LLM works
- Open models
- First chat
- Prompting
  - Basics
  - Techniques
  - Exercises
  - Limits
- Wrap-up
Part 2
- Environment
- Python and Ollama
- Structured output
  - Concepts
  - Exercise
- Embeddings
  - Concepts
  - Vocabulary search
- RAG
  - Concepts
  - Pipeline
- Tool use
  - Concepts
  - Human in the loop
- Wrap-up
- Notebooks
Resources
Archive
- 2025 edition
- 2024 edition

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