affaan-m/ECC
ECC is a comprehensive agent harness performance optimization system providing skills, instincts, memory, security, and research-first development for various AI agent harnesses including Claude Co...
Mintplex-Labs/anything-llm
AnythingLLM is a comprehensive AI application designed to facilitate intelligent chat interactions with documents by leveraging various large language models (LLMs) and vector databases. It is fully compatible with the Model Context Protocol (MCP), enabling seamless integration and interoperability with other MCP-compliant tools and systems. The application supports multi-user management and permissions, making it suitable for collaborative environments. Users can create and manage multiple workspaces, each acting as a container for documents and chat contexts, allowing for organized and isolated interactions with different sets of data. The platform offers a no-code AI agent builder, empowering users to create custom AI agents without programming knowledge. It supports multi-modal inputs and outputs, including text and audio, and integrates with a wide range of commercial and open-source LLMs such as OpenAI, Anthropic, Hugging Face, and many others. Additionally, it supports various document types like PDF, TXT, and DOCX, enabling users to chat with content from diverse sources. AnythingLLM features a simple and user-friendly chat interface with drag-and-drop functionality and clear citation of sources. It is designed for both local deployment and cloud hosting, providing flexibility in usage. The application includes built-in cost and time-saving measures for handling large documents efficiently. It also offers a developer API for custom integrations and a custom embeddable chat widget for websites. Overall, AnythingLLM is a versatile and powerful tool for anyone looking to interact intelligently with documents using AI, supporting a broad ecosystem of LLMs and vector databases while maintaining full MCP compatibility and multi-user capabilities.
https://github.com/Mintplex-Labs/anything-llm
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