fabricatio-memory 0.3.2.dev0

An Extension of fabricatio aiming to extend the context llm could handle.

fabricatio-memory

MIT

An extension of fabricatio aiming to extend the context LLM could handle.

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📦 Installation

This package is part of the fabricatio monorepo and can be installed as an optional dependency using either pip or uv:

pip install fabricatio[memory]
# or
uv pip install fabricatio[memory]

For a full installation that includes this package and all other components of fabricatio:

pip install fabricatio[full]
# or
uv pip install fabricatio[full]

🔍 Overview

Provides comprehensive memory management capabilities for fabricatio agents, enabling extended context handling and intelligent information retrieval. The package combines long-term and short-term memory systems with agent integration for enhanced decision-making and context-aware processing.

🧩 Key Features

• Long-Term Memory Storage: Persistent storage of important information including user profiles, historical conversations, and domain knowledge for personalized responses
• Short-Term Memory Buffer: Maintains recent context and conversation history to ensure coherent and contextually appropriate responses
• Intelligent Memory Retrieval: Advanced search mechanisms to find relevant information based on keywords, context, and semantic similarity
• Memory Optimization: Efficient memory allocation and cleanup to maintain performance while maximizing context retention
• Agent Integration: Seamless integration with fabricatio agents for memory-augmented decision making and context awareness
• Scalable Architecture: Supports various storage backends and can handle large volumes of memory data

🔗 Dependencies

Core dependencies:

• fabricatio-core - Core interfaces and utilities

No additional dependencies required.

📄 License

MIT – see LICENSE