An open-source AI application building framework for full-stack apps, providing a unified SDK and developer toolchain.

Model & Inference FrameworkLarge Language ModelsSDK

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Fast and accurate code search library for AI agents, achieving ~98% token reduction over grep+read via hybrid retrieval and code-aware reranking.

RAGModel Context ProtocolAI Agents

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An API to power AI agents with clean web data — search, scrape, interact with the web, and output LLM-ready Markdown and structured data at scale.

Model & Inference FrameworkRAGModel Context Protocol

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A universal memory layer for AI Agents providing multi-level personalized long-term memory extraction, storage, and fused retrieval.

Docs, Tutorials & ResourcesRAGAI 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 declarative orchestration framework for agentic AI and LLM applications, supporting multi-agent collaboration, full-pipeline RAG, and DAG workflows.

Model & Inference FrameworkModel Context ProtocolRAG

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Persistent memory engine for AI coding agents featuring auto-capture hooks, triple-stream hybrid retrieval, and 4-tier memory consolidation to eliminate re-explanation across sessions.

Docs, Tutorials & ResourcesRAGModel Context Protocol

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Production-grade, config-driven multi-agent orchestration middleware for conversational AI, featuring group debates, intelligent routing, MCP/A2A protocol interoperability, and enterprise security compliance.

Model & Inference FrameworkLarge Language ModelsRAG

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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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An official Docker AI Agent builder and runtime that enables multi-agent orchestration, model-agnostic scheduling, and OCI-standard distribution through declarative YAML/HCL configuration.

Model & Inference FrameworkRAGModel Context Protocol

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