Memory & Retrieval Projects in AI & Machine Learning
AI & ML, distilled: frameworks, models, datasets and tools with practical guidance, evals and workflows to ship reliable, real-world intelligence.
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Agent memory and retrieval: strategy, changing information, operational cost and latency.
These projects are selected from Geekist Stars or matched by GitHub topic tags. They are not necessarily reviewed or recommended by Geekist.
31 tracked projects
- 1Panel-dev/MaxKBMatched GitHub topic
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
- BoundaryML/bamlResearch selection
The programming language for agents
- buildingjoshbetter/TrueMemoryResearch selection
The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude…
- Cinnamon/kotaemonMatched GitHub topic
An open-source RAG-based tool for chatting with your documents.
- codexu/note-genMatched GitHub topic
Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.
- dair-ai/Prompt-Engineering-GuideMatched GitHub topic
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
- FlowiseAI/FlowiseMatched GitHub topic
Build AI Agents, Visually
- infiniflow/ragflowResearch selection
RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into context infrastructure.
- ItzCrazyKns/VaneMatched GitHub topic
Vane is an AI-powered answering engine.
- julep-ai/julepMatched GitHub topic
Julep — durable, composable AI agents. Flows that crash and resume, retry safely, and explain every step.
- kevin-hs-sohn/hipocampusResearch selection
Drop-in memory harness for AI agents — 3-tier memory, compaction tree, hybrid search. One command to set up. Works with Claude Code and OpenClaw.
- khoj-ai/khojMatched GitHub topic
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or loca…
- labring/FastGPTMatched GitHub topic
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and…
- llmware-ai/llmwareMatched GitHub topic
Unified framework for building enterprise RAG pipelines with small, specialized models
- Mintplex-Labs/anything-llmMatched GitHub topic
Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience
- MODSetter/SurfSenseMatched GitHub topic
Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://disco…
- NevaMind-AI/memUResearch selection
Personal memory across agents
- NirDiamant/agents-towards-productionMatched GitHub topic
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
- open-webui/open-webuiMatched GitHub topic
User-friendly AI Interface (Supports Ollama, OpenAI API, …)
- palico-ai/palico-aiMatched GitHub topic
Build, Improve Performance, and Productionize your AI Application
- pingcap/autoflowMatched GitHub topic
pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai
- ruvnet/rufloMatched GitHub topic
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive me…
- ScrapeGraphAI/Scrapegraph-aiMatched GitHub topic
Python scraper based on AI
- screenpipe/screenpipeMatched GitHub topic
YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agent…
- supermemoryai/supermemoryResearch selection
Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.
- technovangelist/llm_dataset_builderResearch selection
- The-Vibe-Company/quivrMatched GitHub topic
An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, model…
- umbertogriffo/rag-chatbotMatched GitHub topic
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
- unclecode/crawl4aiMatched GitHub topic
Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. Free API key, 1,000 credits a month, no card. Fully open source: this…
- Unstructured-IO/unstructuredMatched GitHub topic
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats fo…
- VectifyAI/PageIndexResearch selection
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
1 resource collection
Collections are grouped separately from individual projects.
- Shubhamsaboo/awesome-llm-appsMatched GitHub topic
100+ AI Agents, Agent Skills and RAG Apps – Free and Open Source.
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