Mnemo AI

Mnemo AI

PyPI Python Version License: MIT Ruff

A local agentic AI assistant with MCP (Model Context Protocol) integration, RAG capabilities, and intelligent conversation management. Built on LangGraph with LangChain for multi-provider LLM support (Ollama, Amazon Bedrock, Bedrock Mantle, OpenAI, Anthropic, Amazon SageMaker AI, LiteLLM).

▶️ Watch the demo

📖 Documentation

Full documentation is available at https://brunopistone.github.io/mnemoai/

🚀 Quick Start

pip install mnemoai-assistant   # or: uv tool install mnemoai-assistant
mnemoai                          # verbose (shows thinking); --no-verbose to hide

On first run, if no config is found, an interactive configurator launches and walks you through picking a provider, model, and feature toggles — then writes ~/.mnemoai/config/config.yaml.

→ See the Getting Started guide for full setup.

✨ Key Features

  • 🤖 Multi-Model Support: Ollama (local), Amazon Bedrock, Bedrock Mantle, OpenAI, Anthropic (Claude), Amazon SageMaker AI (chat only — no tool calling), LiteLLM (100+ providers)
  • 🔧 MCP Tool System: Extensible tool architecture via Model Context Protocol
  • 📚 RAG: Automatic document indexing and semantic (hybrid) search
  • 🧠 User Profile Learning: Personalized responses learned from interactions
  • 🧩 Episodic Memory: Learns from successful task completions and retrieves similar solutions
  • 📖 ACE Playbook: Learns strategies from successes AND failures (Agentic Context Engineering)
  • 🔍 Web Search & 🌐 Crawler: Brave Search API + web page extraction with RAG ingestion
  • 🖼️ Vision Support: Image analysis with vision models
  • 📁 File Operations & ✏️ Precise Editing: Read/write/edit text, CSV, JSON, PDF, DOCX
  • 🔎 Fast Search: Glob + ripgrep content search (10-100x faster)
  • 📋 Todo Tracking, 📝 Plan Mode & 🔄 Background Tasks: Multi-step task management
  • ⚡ Bash Execution & 🛡️ Git Safety: Shell commands with smart error handling and guardrails
  • 🪝 Tool Hooks: Your own commands run before/after any tool call — format writes, deny paths, auto-approve safe commands (docs)

📄 License

Licensed under the MIT License — see the LICENSE file for details.

🤝 Contributing

This is a personal development project. Feel free to fork and adapt it to your needs; attribution to the original repository is appreciated but not required.

Project links

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Latest release

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Avatar for bpistone from gravatar.com bpistone

Credits

Author: Bruno Pistone

License expression

MIT
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Requires

Python >=3.11

Provides Extra

dev docs

Tags

agent assistant bedrock cli langgraph llm mcp ollama rag

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