LangChain Quickstart with Local LLM - Ollama, Pydantic Structured Output, Tool Use, MLflow Tracing

LangChain Quickstart with Local LLM - Ollama, Pydantic Structured Output, Tool Use, MLflow Tracing

Venelin Valkov via YouTube Direct link

- The "Fragile AI Script" Problem

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1 of 7

- The "Fragile AI Script" Problem

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LangChain Quickstart with Local LLM - Ollama, Pydantic Structured Output, Tool Use, MLflow Tracing

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  1. 1 - The "Fragile AI Script" Problem
  2. 2 - Local Setup with Ollama & uv
  3. 3 - LLM Abstraction init_chat_model
  4. 4 - Prompt Templates as Functions
  5. 5 - Structured Output with Pydantic
  6. 6 - Implementing Tool Calling
  7. 7 - Bonus Tip

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