We build AI tools in the open. Our flagship library soul.py gives LLM agents persistent memory and identity — and it's MIT-licensed. Built by Dr. Prahlad G. Menon and the ThinkCreate.AI team.
Persistent identity and memory for LLM agents. SOUL.md architecture gives AI agents a soul — memory, personality, and knowledge that survives across conversations. Supports Claude, GPT-4, and Ollama.
pip install soul-agentProduction-ready Docker deployment of the soul.py ecosystem. REST API wrapping identity, memory, and retrieval layers for enterprise integration.
Enterprise AI product built on soul.py. Gives your customer-facing AI persistent memory and identity — built on your data, learning every user.
The Menon Lab believes that foundational AI infrastructure should be open. soul.py was released under the MIT license so that any developer can give their LLM agents persistent memory without vendor lock-in. The library reached 50,000+ developer views in its first 48 hours and hit #1 on r/ollama — proving that the community needs better tools for agent memory and identity.
For enterprises that need production support, SLA guarantees, and custom integrations, SoulMate is the commercial offering built on top of soul.py. Same architecture, enterprise-grade deployment, and dedicated support from the team that built the library.