Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
$ npx skills add topoteretes/cogneeAlternatives
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KoalaQA 是一款 AI 大模型驱动的开源售后服务社区,提供 AI 回答、AI 搜索、AI 运营等能力,帮助你快速落地售后客服、社区问答、自助服务等场景,帮助团队显著降低人工运营成本、提升客户满意度与响应效率,助力实现 ZCR(Zero Contact Resolution)目标。
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
$ npx skills add topoteretes/cognee21 Lessons, Get Started Building with Generative AI
$ npx skills add microsoft/generative-ai-for-beginners[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
$ npx skills add HKUDS/LightRAG📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
$ npx skills add VectifyAI/PageIndexA lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
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$ npx skills add arc53/DocsGPTThis repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
$ npx skills add NirDiamant/RAG_TechniquesMemory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
$ npx skills add memvid/memvid💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
$ npx skills add neuml/txtaiOpen-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
$ npx skills add Tencent/WeKnoraGraphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
$ npx skills add Egonex-AI/Understand-AnythingBuild your personal knowledge base with Trilium Notes
$ npx skills add TriliumNext/TriliumIncremental engine for long horizon agents 🌟 Star if you like it!
$ npx skills add cocoindex-io/cocoindexDeeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.
$ npx skills add activeloopai/deeplakeData Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.
$ npx skills add databendlabs/databend🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.
$ npx skills add oramasearch/oramaHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep KoalaQA if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.