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Publish to PyPI as quilmem v0.1.0
pip install quilmem PyPI name 'agentmem' was taken. Package name is quilmem, import stays: from agentmem import Memory
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README.md

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Production-ready agent memory in one line. No vector DB. No infrastructure. Just SQLite.
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[![PyPI](https://img.shields.io/pypi/v/agentmem)](https://pypi.org/project/agentmem/)
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[![Python](https://img.shields.io/pypi/pyversions/agentmem)](https://pypi.org/project/agentmem/)
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[![PyPI](https://img.shields.io/pypi/v/quilmem)](https://pypi.org/project/quilmem/)
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[![Python](https://img.shields.io/pypi/pyversions/quilmem)](https://pypi.org/project/quilmem/)
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[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
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[![Tests](https://github.com/thezenmonster/agentmem/actions/workflows/ci.yml/badge.svg)](https://github.com/thezenmonster/agentmem/actions)
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## Install
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```bash
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pip install agentmem
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pip install quilmem
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```
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## 30-Second Demo
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| Feature | Mem0 | Engram | MCP Memory | agentmem |
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|---|---|---|---|---|
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| `pip install`, done | Needs API key or vector DB | Go binary | npm package | **Yes** |
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| `pip install quilmem` | Needs API key or vector DB | Go binary | npm package | **Yes** |
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| Typed memories | Blob store | Key-value | Entities/relations | **6 types** |
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| Python API | Yes | Go only | Node.js | **Yes** |
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| Full-text search | Vector-based | FTS5 | No search | **FTS5** |
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agentmem includes a built-in [Model Context Protocol](https://modelcontextprotocol.io/) server. Connect it to Claude Desktop, Cursor, or any MCP client.
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```bash
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pip install agentmem[mcp]
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pip install quilmem[mcp]
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```
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**Claude Desktop config** (`claude_desktop_config.json`):
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- **Token counting:** Defaults to `len(text) // 4` estimate. Install `tiktoken` for accuracy:
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```bash
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pip install agentmem[tokens]
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pip install quilmem[tokens]
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```
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```python

pyproject.toml

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build-backend = "hatchling.build"
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[project]
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name = "agentmem"
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name = "quilmem"
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version = "0.1.0"
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description = "Production-ready agent memory. SQLite + FTS5. No infrastructure."
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readme = "README.md"

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