Build AI agents from first principles using a local LLM - no frameworks, no cloud APIs, no hidden reasoning.
☆977Jul 25, 2026Updated last month
Alternatives and similar repositories for agents-from-scratch
Users that are interested in agents-from-scratch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patt…☆4,573Jul 24, 2026Updated last month
- ☆8,573Jun 5, 2026Updated 2 months ago
- Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and c…☆1,617Mar 11, 2026Updated 5 months ago
- Build a ChatGPT like LLM from scratch in PyTorch, explained step by step.☆383Jun 8, 2026Updated 2 months ago
- A group of notebooks and other files which can help you learn AI from scratch.☆1,438Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) — a Python library and runna…☆4,274Jun 22, 2026Updated 2 months ago
- Official code repo for the O'Reilly Book - "Hands-On Large Language Models"☆28,870Apr 24, 2026Updated 4 months ago
- Python library for Agentic Document Extraction (ADE).☆1,032Updated this week
- A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.☆4,001Updated this week
- A curated list of 100+ libraries and frameworks for AI engineers building with LLMs☆3,382May 11, 2026Updated 3 months ago
- A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.☆3,075Aug 25, 2026Updated last week
- This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights …☆10,971Aug 5, 2025Updated last year
- Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.☆3,071Apr 6, 2026Updated 4 months ago
- Learn it. Build it. Ship it for others.☆52,280Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.☆24,112Updated this week
- All Stanford Cheatsheets: Artificial Intelligence, Transformers, LLMs, Deep Learning, Machine Learning, Probabilities, Statistics, Algebr…☆993Jan 6, 2026Updated 7 months ago
- A production-ready template to kickstart your Generative AI projects with structure and scalability in mind.☆908Feb 27, 2026Updated 6 months ago
- Repo for AI Agents The Definitive Guide☆1,581Aug 1, 2026Updated last month
- Production RAG System Course☆90Jan 29, 2026Updated 7 months ago
- A collection of projects showcasing RAG, agents, workflows, and other AI use cases☆13,551Updated this week
- [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)☆17,303Jul 3, 2026Updated 2 months ago
- Machine Learning Systems☆28,111Updated this week
- Agent Skills as a Memory Layer☆3,680Jul 14, 2026Updated last month
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Introduction to PyTorch, covering tensor initialization, operations, indexing, and reshaping.☆1,056Jan 6, 2026Updated 7 months ago
- Collection of Jupyter notebooks is designed to provide you with a comprehensive guide to various AI tools and technologies☆760Updated this week
- A one stop repository for generative AI research updates, interview resources, notebooks and much more!☆29,213Updated this week
- A curated list of 120+ LLM libraries category wise.☆10,779Updated this week
- A study assistant powered by Claude Opus. It provides various tools to assist with different tasks, such as researching,coding,note-takin…☆29Jul 18, 2024Updated 2 years ago
- This Repository Contain All the Artificial Intelligence Projects such as Machine Learning, Deep Learning and Generative AI that I have do…☆6,488Aug 26, 2026Updated last week
- 18 Lessons to Get Started Building AI Agents☆73,840Aug 27, 2026Updated last week
- A straightforward method for training your LLM, from downloading data to generating text.☆9,521Aug 17, 2026Updated 2 weeks ago
- Core 7 layers of production grade agentic system☆951Dec 18, 2025Updated 8 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Enterprise-grade AI voice assistant for automated appointment scheduling using FastAPI, Twilio, and AWS Polly with natural language proc…☆24Oct 12, 2025Updated 10 months ago
- End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.☆21,393Updated this week
- 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.☆135,891Updated this week
- "DeepInnovator: AI Research Assistant - Idea Spark & Scientific Discovery"☆289Mar 6, 2026Updated 5 months ago
- SRE Agent — An AI-powered MCP server for production incident triage. Takes natural-language symptom reports, plans structured investigati…☆37Mar 6, 2026Updated 5 months ago
- This is a repository for the course "Agentic AI Engineering" by Towards AI.☆212Mar 2, 2026Updated 6 months ago
- A structured template for building robust generative AI applications☆1,047Jul 6, 2026Updated last month