3-day current streak·6-day longest streak
Nir Diamant 🤖 – Generative AI • LLM • RAG • Production Agents AI researcher · Community builder – reaching 500,000+ developers every month Turning cutting-edge AI research into reliable,…
Nir Diamant 🤖 – Generative AI • LLM • RAG • Production Agents
AI researcher · Community builder – reaching 500,000+ developers every month
Turning cutting-edge AI research into reliable, production-ready systems
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🏆 Amazon Bestseller in Generative AI
📖 RAG Made Simple - the complete visual guide to RAG
A 400-page reference: 22 techniques with the intuition behind each, side-by-side comparisons, and diagrams that make the tricky parts finally click.
1,500+ copies sold · Hit #1 in Generative AI on Amazon at launch · ⭐ 4.6 stars
📖 PDF + EPUB · GitHub community price: 33% off with code RAGKING
👉 Get RAG Made Simple (33% off with code RAGKING)
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Companion: Prompt Engineering: Master the Art of AI Interaction
22 hands-on prompting techniques. The prompting foundation that makes RAG work better.
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🤝 Collaboration – Feature Your AI Tool
If you build technology for the GenAI stack—vector databases, orchestration layers, observability, or security—let’s co-create an open-source Jupyter tutorial.
- Reach – 500,000+ developer views per month
- Format – Clear, reproducible notebooks with no paywalls
- Goal – Provide the community with neutral, runnable end-to-end workflows
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Interested? Contact me on LinkedIn or at Diamant-AI.com
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⭐ Flagship Open-Source Projects
| Repository | Focus & Core Learning | Live Stars |
| :--- | :--- | :--- |
| Agents Towards Production | Memory, tool routing, guardrails, and CI/CD for production AI agents. | !Stars |
| Prompt Engineering | 20-chapter series moving from prompt basics to advanced steering techniques. | !Stars |
| RAG Techniques | 30+ tutorials on advanced retrieval, reranking, and evaluation pipelines. | !Stars |
| GenAI Agents | Reference implementations for autonomous agents and multi-agent workflows. | !Stars |
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📚 Learn & Connect
1. 💌 DiamantAI Newsletter – Weekly GenAI tutorials and code walkthroughs.
2. 🧑💻 r/EducationalAI – Discuss prompts, RAG, and agent design.
3. 💬 DiamantAI Discord – Real-time Q&A and project feedback.
4. 🔗 LinkedIn – Daily updates on new GenAI tech highlights.
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❤️ Support Open Source
- Star the repositories you use – it helps others find these resources!
- Sponsor via GitHub Sponsors or Buy Me a Coffee.
- Share tutorials with your team and on social media.
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agents-towards-production ★ PINNED
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
Jupyter Notebook ★ 21k 20h agoExplain → -
RAG_Techniques ★ PINNED
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
Jupyter Notebook ★ 28k 20h agoExplain → -
GenAI_Agents ★ PINNED
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
Jupyter Notebook ★ 23k 20h agoExplain → -
Prompt_Engineering ★ PINNED
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.
Jupyter Notebook ★ 7.7k 20h agoExplain → -
Controllable-RAG-Agent ★ PINNED
This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.
Jupyter Notebook ★ 1.6k 1mo agoExplain → -
Agent_Memory_Techniques ★ PINNED
Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.
Jupyter Notebook ★ 752 20h agoExplain → -
NirDiamant
README repo
★ 138 20h agoExplain → -
moltbook-agent-guard
Real-time security for AI agents on Moltbook
Python ★ 65 5mo agoExplain → -
claude-watch
Real-time observability dashboard for Claude Code — visualize your project's logic, track changes, and search with AI
TypeScript ★ 51 15d agoExplain → -
langgraph ⑂
Controllable-RAG-Agent using Langgraph
Python ★ 50 10mo agoExplain → -
LLM-tasks
variety of examples of problem solutions using LLMs
Jupyter Notebook ★ 36 2y agoExplain → -
lovable-to-claude-code
Self-host your Lovable project for free on Vercel. Step-by-step guide + automated migration script.
Shell ★ 27 4mo agoExplain → -
Blind_SR_Michaeli_Irani
implementation of the paper Nonparametric Blind Super-Resolution
Python ★ 16 6y agoExplain → -
Awesome-RAG ⑂
😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.
★ 14 1mo agoExplain → -
TheChosenOne
cloned-modified version of TheChosenOne from ZichengDuan
Python ★ 12 2y agoExplain → -
worms-world-party
Browser-based tribute to Worms World Party - built with vanilla JS, HTML5 Canvas & Claude Code
JavaScript ★ 11 15d agoExplain → -
Mercari_Price_Suggestion_Challenge_Kaggle_Competition
No description.
Python ★ 9 5y agoExplain → -
stargazerz ⑂
Instantly Retrieve Email Addresses and Usernames of Stargazers from Designated Repositories, Achieving Unparalleled Speed and Efficiency - All Without the Need for an API Key.
★ 9 2y agoExplain → -
dog_finder
No description.
Python ★ 9 2y agoExplain → -
Camera_Motion_Blur_Image_Deblurring
repo for digital imaging course
Python ★ 8 6y agoExplain → -
awesome-harness-engineering ⑂
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
★ 8 27d agoExplain → -
beholder-gan
No description.
Python ★ 7 7y agoExplain → -
facial-attractiveness-analysis ⑂
No description.
Python ★ 7 7y agoExplain → -
pytorch-glow ⑂
PyTorch implementation of "Glow: Generative Flow with Invertible 1x1 Convolutions"
Python ★ 7 6y agoExplain → -
DeltaEncoder ⑂
This is the tensorflow implementation for the paper "Delta-encoder: an effective sample synthesis method for few-shot object recognition" https://arxiv.org/abs/1806.04734
Python ★ 7 6y agoExplain → -
glow ⑂
Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"
Python ★ 7 6y agoExplain → -
Beholder-GAN-Official ⑂
Generation and Beautification of Facial Images with Conditioning on Their Beauty Level
★ 6 7y agoExplain → -
classify_beauty_rate
No description.
Python ★ 6 7y agoExplain → -
Dependency_Parser
No description.
Python ★ 6 6y agoExplain → -
NLP-MEMM-Part_of_speach_tagging
No description.
Python ★ 5 6y agoExplain → -
awesome-production-llm ⑂
A curated list of awesome open-source libraries for production LLM
★ 5 1mo agoExplain → -
awesome-generative-ai ⑂
A curated list of modern Generative Artificial Intelligence projects and services
★ 4 27d agoExplain → -
mcp-hub ⑂
A curated list of awesome Model Context Protocol (MCP) servers.
★ 3 1d agoExplain → -
Awesome-RAG-1 ⑂
No description.
★ 3 1mo agoExplain → -
awesome-rag-production ⑂
A curated list of battle-tested tools, frameworks, and best practices for building scalable, production-grade Retrieval-Augmented Generation (RAG) systems.
★ 3 27d agoExplain → -
awesome-ai-agents-2026 ⑂
🤖 The most comprehensive list of AI agents, frameworks & tools in 2026. 300+ resources · 20+ categories · Updated monthly.
★ 3 27d agoExplain → -
awesome_ai_agents ⑂
🤖 A comprehensive list of 1,500+ resources and tools related to AI agents.
★ 3 27d agoExplain → -
Awesome-LLM-Resources-List ⑂
A Curated Collection of resources for applied AI engineering (work in progress).
★ 3 27d agoExplain → -
Awesome-Memory-for-Agents ⑂
A Collection of Papers about Memory for Language Agents
★ 3 27d agoExplain → -
App ⑂
Welcome to New Expensify: a complete re-imagination of financial collaboration, centered around chat. Help us build the next generation of Expensify by sharing feedback and contributing to the code.
TypeScript ★ 3 3mo agoExplain → -
goose ⑂
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
★ 2 22h agoExplain → -
Awesome-Agent-Memory ⑂
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
★ 2 1mo agoExplain → -
awesome-LangGraph ⑂
An index of the LangChain + LangGraph ecosystem: concepts, projects, tools, templates, and guides for LLM & multi-agent apps.
★ 2 1mo agoExplain → -
awesome-langchain ⑂
😎 Awesome list of tools and projects with the awesome LangChain framework
★ 2 1mo agoExplain → -
awesome-nlp ⑂
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
★ 2 28d agoExplain → -
Awesome-LLM-RAG ⑂
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
★ 2 27d agoExplain → -
Awesome-LLM ⑂
Awesome-LLM: a curated list of Large Language Model
★ 2 27d agoExplain → -
awesome-artificial-intelligence ⑂
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
★ 2 27d agoExplain → -
awesome-generative-ai-data-scientist ⑂
A curated list of 100+ resources for building and deploying generative AI specifically focusing on helping you become a Generative AI Data Scientist with LLMs
★ 2 27d agoExplain → -
awesome-agentic-engineering-resources ⑂
No description.
★ 2 27d agoExplain → -
awesome-rag-2 ⑂
awesome-rag: a collection of awesome thing related to Retrieval-Augmented Generation
★ 2 27d agoExplain → -
awesome-rag-3 ⑂
A curated list of retrieval-augmented generation (RAG) in large language models
★ 2 27d agoExplain → -
awesome-prompt-engineering ⑂
A curated list of resources, tools, papers, and platforms for prompt engineering in large language models (LLMs) and generative AI.
★ 2 27d agoExplain → -
Awesome-Prompt-Engineering-1 ⑂
Awesome-Prompt-Engineering - This repository includes resources for prompt engineering. 🌟 Star if you like it!
★ 2 27d agoExplain → -
llm-course ⑂
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
★ 2 27d agoExplain → -
awesome-generative-ai-1 ⑂
A curated list of Generative AI tools, works, models, and references
★ 2 27d agoExplain → -
awesome-agent-learning ⑂
Guides, courses & reading lists for learning to build autonomous LLM agents
★ 2 27d agoExplain → -
simon-game
Browser-based Simon memory game with neon visuals and synthesized audio. Built with Claude Code.
JavaScript ★ 2 15d agoExplain → -
awesome-javascript ⑂
🐢 A collection of awesome browser-side JavaScript libraries, resources and shiny things.
★ 1 1d agoExplain → -
Awesome-AI-Agents ⑂
A collection of autonomous agents 🤖️ powered by LLM.
★ 1 1mo agoExplain → -
awesome-gpt-prompt-engineering ⑂
A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering.
★ 1 1mo agoExplain → -
blockcrush
BlockCrush - Addictive block puzzle game for Android
TypeScript ★ 1 15d agoExplain → -
newsletters ⑂
Awesome Newsletters
★ 1 27d agoExplain → -
curated-list-of-ai-newsletters ⑂
A Curated List of Awesome AI Newsletters
★ 1 27d agoExplain → -
best-ai-newsletters ⑂
Best AI Newsletters - Curated, Up-to-date List of AI Newsletters
★ 1 27d agoExplain → -
awesome-datascience ⑂
:memo: An awesome Data Science repository to learn and apply for real world problems.
★ 1 27d agoExplain → -
awesome-ai-newsletters ⑂
A curated list of top best AI Related Newsletters and ai agents newsletters
★ 1 20h agoExplain → -
awesome-newsletters ⑂
A list of amazing Newsletters
★ 1 27d agoExplain → -
mcpsvr ⑂
Discover Exceptional MCP Servers
★ 0 22h agoExplain → -
toolsdk-mcp-registry ⑂
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...
★ 0 1d agoExplain → -
awesome-pdf-2 ⑂
A curated list of amazingly libraries, services and resources to work with PDF files
★ 0 1d agoExplain → -
awesome-pdf-1 ⑂
List of tools for dealing with the wonderful PDF format.
★ 0 1d agoExplain → -
awesome-pdf ⑂
A collection of high-quality libraries, links, and resources for developers working with PDFs 🕶
★ 0 1d agoExplain → -
public-apis ⑂
A collective list of free APIs
★ 0 1d agoExplain → -
Awesome-WebAssembly-Applications ⑂
:star: A Curated List of Awesome WebAssembly Applications
★ 0 1d agoExplain → -
Awesome-MCP-ZH ⑂
MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients
★ 0 1d agoExplain → -
awesome-mcp-list ⑂
A concise list for mcp servers
★ 0 1d agoExplain → -
awesome-mcp-servers-2 ⑂
A comprehensive collection of Model Context Protocol (MCP) servers
★ 0 1d agoExplain → -
awesome-mcp-servers-1 ⑂
Awesome MCP Servers - A curated list of Model Context Protocol servers
★ 0 1d agoExplain → -
best-of-mcp-servers ⑂
🏆 A ranked list of MCP servers. Updated weekly.
★ 0 1d agoExplain → -
awesome-mcp-servers ⑂
A collection of MCP servers.
★ 0 1d agoExplain → -
awesome-generative-ai-guide ⑂
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
★ 0 1mo agoExplain →
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