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# Development
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## Prerequisites
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- Python **3.10+**
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- `make` (optional — you can use plain Python commands instead)
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All commands below should be run from the `python/` directory:
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```bash
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cd python
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```
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## Setup
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### Using Make (recommended)
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All `make` targets automatically create a virtual environment (`.venv/`) and install the required dependencies — no manual setup needed.
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```bash
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# Install the CLI in editable mode
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make install
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# Install with dev tools (tests + linting)
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make dev
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```
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### Using Python directly
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```bash
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python3 -m venv .venv
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source .venv/bin/activate
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python -m pip install -U pip
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# Install in editable mode
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pip install -e .
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# With dev tools
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pip install -e ".[dev]"
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```
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## Make targets
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| Target | Description |
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| ------------------- | ------------------------------------------------ |
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| `make install` | Create venv and install the CLI (editable mode) |
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| `make dev` | Create venv and install CLI + dev dependencies |
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| `make test` | Run all tests (installs dev deps if needed) |
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| `make lint` | Run linter and format check |
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| `make format` | Auto-fix lint issues and format code |
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| `make build` | Build distribution packages |
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| `make clean` | Remove `dist/` |
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| `make publish` | Build and publish to PyPI |
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| `make publish-test` | Build and publish to Test PyPI |
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| `make shell` | Open a new shell with the venv activated |
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## Run tests
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```bash
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# Using Make
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make test
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# Using Python directly
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pytest
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# Run a specific test file
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pytest tests/test_cli_integration.py
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# Run a single test
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pytest -k test_help
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```
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## Run the CLI
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```bash
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# Using Make — drop into an activated shell
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make shell
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mem0 --help
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# Using Python directly (with venv activated)
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source .venv/bin/activate
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mem0 --help
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mem0 version
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# Or run without activating
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.venv/bin/mem0 --help
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```
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## Lint
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```bash
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# Using Make
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make lint # check only
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make format # auto-fix
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# Using Python directly (with venv activated)
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ruff check .
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ruff format .
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```
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## Optional extras
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### OSS integration
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```bash
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pip install -e ".[oss]"
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```
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