A secure persistent personal AI agent server delivered as a single Rust binary, supporting 20+ LLM providers, 9 communication channels, sandboxed execution, and hybrid memory search.

Model & Inference FrameworkRAGModel Context Protocol

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A local-first AI research assistant featuring multi-LLM support, 20+ research strategies, multi-search-engine integration, and automated quality scoring for 212K+ academic sources, producing citation-backed PDF/Markdown reports via CLI, Web UI, REST API, or MCP Server.

OtherRAGModel Context Protocol

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A local-first CLI and library for evaluating and red-teaming LLM applications, enabling systematic assessment of prompts, models, agents, and RAG pipelines through declarative YAML configuration.

Model & Inference FrameworkLarge Language ModelsAI Agents

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Open-source platform for testing LLM and agentic apps with AI-powered test generation, adversarial red-teaming, and 60+ evaluation metrics for RAG hallucination detection and conversation consistency verification.

Model & Inference FrameworkLarge Language ModelsSDK

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A Rust-based local-first AI assistant with persistent memory, autonomous task execution, and kernel-level sandbox security, supporting multiple LLM providers and interfaces.

Model & Inference FrameworkLarge Language ModelsRAG

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An AI agent framework built with Rust, powered by ICP blockchain and TEEs, designed to create a highly composable, autonomous, and perpetually memorizing network of AI agents.

Agent & ToolingRustLangChain

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LEANN is an innovative vector database designed for personal devices, utilizing graph-based selective recomputation to reduce storage requirements by 97% without sacrificing accuracy. It enables fast, accurate, and 100% private RAG (Retrieval-Augmented Generation) on your local laptop across file systems, emails, chat history, codebases, and live data sources.

Agent & ToolingPythonRAG

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