A framework that provides AI Agents with a persistent learning loop, enabling self-improvement from experience via strategy injection without fine-tuning or vector databases.

OtherModel Context ProtocolAI Agents

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A local-first agentic framework acting as a personal operating system, leveraging file intelligence, event-driven workflow automation, and LLMs for cross-modal task execution and multi-platform interaction.

OtherMultimodalRAG

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A high-performance in-memory graph database for GraphRAG and real-time graph analytics, featuring built-in vector indexes and the MAGE algorithm library.

Large Language ModelsAI AgentsRAG

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A local-first knowledge compiler for AI agents, built on the LLM Wiki pattern, compiling raw materials into persistent markdown wikis, knowledge graphs, and hybrid search engines.

OtherRAGModel Context Protocol

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Production-Ready RAG with Structure-Aware Reasoning, supporting pixel-precise citations and knowledge graph multi-hop reasoning.

OtherRAGPython

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An Application Framework for AI Engineering, providing unified abstractions for multiple AI models and vector stores, supporting RAG, Function Calling, and other enterprise AI application patterns.

OtherLarge Language ModelsModel Context Protocol

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An ultra-fast, multi-tenant graph database powered by a GraphBLAS sparse-matrix engine, running as a Redis Module, optimized for GraphRAG and AI Agent workloads.

Docs, Tutorials & ResourcesAI AgentsRAG

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An enterprise-grade multi-agent AI assistant platform for teams, building a "second brain" through multi-model failover, MCP protocol, and multi-channel support.

OtherAI AgentsRAG

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An AI research assistant plugin that deeply integrates LLMs into Zotero, featuring paper chat, multi-paper comparison, Agent Mode for automated literature management, and note export to Obsidian/Logseq.

OtherRAGLarge Language Models

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A portable memory layer for autonomous coding agents that provides persistent, structured context through LLM-curated hierarchical context trees with cross-session retention and team sharing.

OtherModel Context ProtocolAI Agents

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