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MemoriPy

AI memory layer for smarter agents.

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About

MemoriPy is an open-source AI memory layer designed to bring human-like memory and adaptability capabilities to AI systems. By providing AI agents with both short-term and long-term memory, it can transform repetitive, routine systems into platforms that are more aware of their context and are capable of acting as intelligent assistants.

MemoriPy enhances every interaction to help build smarter and more efficient AI systems by producing context-rich responses and therefore eliminating repetitive queries.

It improves accuracy by utilizing a unique concept that involves clustering and memory decay to refine responses and prioritize the most pertinent information.

MemoriPy is designed to work seamlessly with other platforms such as OpenAI and Ollama. It can be optimally used in diverse AI-driven projects. For instance, it can upgrade chatbots to remember past interactions and resolve queries faster, develop AI that evolves over time by adjusting to user preferences, construct autonomous systems that become smarter with each engagement, and enhance retail recommendations by recalling customer purchase history.

To sum up, MemoriPy is an effective AI tool that grants AI systems a memory feature, paving the way for AI that can adapt and evolve over time based on the learned and recalled information.

MemoriPy interface showing homepage

Key Features

Open-source
Human-like memory enhancement
Adaptive capabilities
Short-term and long-term memory
Transforms repetitive systems
Facilitates intelligent assistance
Produces context-rich responses
Eliminates repetitive queries
Utilizes concept clustering
Implements memory decay
Refinement of responses
Prioritizes most pertinent information
Compatibility with Ollama
Optimizes chatbots
Facilitates construction of autonomous systems
Enhances retail recommendations
Recalls customer purchase history
Efficiency improvement
Accuracy improvement
Supports learning and recall
Effortless integration
Cost efficiency
Optimizes LLM calls
Reduces token usage
Integrates past interaction recall
Facilitates building smarter systems

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Information

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Release Date December 30, 2024

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