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Building a Code Analysis Assistant with Ollama: A Step-by-Step Guide to Local LLMs

  • Our assistant will analyze Python code structure, identify potential issues, and suggest improvements — all while keeping your code private and secure.
  • The code analysis assistant is built using Ollama and ClientAI.
  • The assistant helps organize code analysis results, checks code style, and generates documentation.
  • Part 2 of the series will cover creating the AI assistant, registering tools, and building a command-line interface.

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