SpicyGen
What is Memoripy?
Memoripy serves as a sophisticated open-source memory layer that revolutionizes how AI agents process and retain information. By implementing both short-term and long-term memory capabilities, it transforms conventional AI systems into context-aware, intelligent assistants capable of maintaining meaningful conversations and learning from past interactions.
The platform excels in optimizing Large Language Model (LLM) interactions through efficient data retrieval and concept clustering, while its memory decay feature ensures relevant information prioritization. With seamless integration capabilities across major platforms like OpenAI and Ollama, Memoripy enables developers to create more sophisticated and responsive AI applications.
Features
- Contextual Memory: Short-term and long-term memory capabilities for AI agents
- Smart Data Retrieval: Optimized LLM calls with relevant data selection
- Concept Clustering: Advanced information organization with memory decay
- Platform Integration: Compatible with OpenAI, Ollama, and other platforms
- Token Optimization: Reduced token usage through efficient memory management
Use Cases
- Customer support chatbots with conversation memory
- Adaptive personal AI assistants
- Self-improving learning systems
- Smart retail recommendation engines
- Context-aware conversation systems
FAQs
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How do I install Memoripy?
You can install Memoripy using pip by running the command: pip install memoripy -
Which platforms does Memoripy integrate with?
Memoripy integrates seamlessly with platforms like OpenAI, Ollama, and other AI platforms.
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