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How to optimize the contextual accuracy of Copilot in VS Code?

2025-08-19 247

Copilot's contextual understanding can be significantly improved with Persistent AI Memory:

  • Integrated local memory database: After integrating the project into VS Code, Copilot can directly access locally stored expertise and code snippets
  • Storage Expertise: You can pass project API documentation, programming notes, and other specialized knowledge through thestore_memoryfunction into the database
  • Semantic Search Support: When called by Copilot, the system matches the most relevant memory segments through semantic search, enhancing the accuracy of code completion
  • Easy environment configuration: Just make sure to install the Python extension and the Copilot plugin, and the system will automatically adapt to the VS Code environment!

This type of integration provides a better understanding of the contextual needs of a particular project than relying solely on a cloud-based knowledge base.

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