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How to install and configure DiffMem in real projects?

2025-08-25 279
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The installation and configuration of DiffMem can be divided into the following steps:

environmental preparation

  1. Cloning the code base:git clone https://github.com/Growth-Kinetics/DiffMem.git
  2. Install the dependencies:pip install -r requirements.txt(Includes core dependencies such as gitpython, rank-bm25, etc.)

Key Configuration

The OpenRouter API key needs to be set to invoke the LLM capability:

  • Linux/macOS:export OPENROUTER_API_KEY='your_key'
  • Windows:set OPENROUTER_API_KEY='your_key'

Initialize the memory bank

Initialized by Python code:

from src.diffmem import DiffMemory
memory = DiffMemory(
    repo_path="/path/to/repo",
    user_name="your_name",
    api_key="your_key"
)

Git repositories are automatically created when you run it for the first time. It is recommended that you use a separate directory to manage your repositories.

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