Memoripy

Memoripy is an open-source AI memory layer that equips AI agents with short-term and long-term memory, enabling context-aware and adaptive interactions. It replaces repetitive system responses with intelligent, personalized dialogue by retaining and recalling past interactions.

Key Features

• Short-term and long-term memory: Maintains context across sessions.
• Cost efficiency: Optimizes LLM calls by retrieving only the most relevant stored data, reducing token usage.
• Improved accuracy: Uses concept clustering and memory decay to prioritize important information and refine responses over time.
• Seamless integration: Works out of the box with platforms like OpenAI and Ollama.

Use Cases

• Support bots: Remember past interactions to resolve queries faster.
• Personal assistants: Adapt to user preferences and evolve over time.
• Learning agents: Build autonomous systems that grow smarter with each engagement.
• Smart retail: Enhance recommendations by leveraging memory of customer purchases.

Getting Started

Install via pip: pip install memoripy

Key Benefits

• Open-source
• Short-term and long-term memory for context-aware interactions
• Reduces LLM token usage through relevance-based data retrieval
• Integrates with OpenAI and Ollama