pguso / ai-agents-from-scratchView external linksLinks
Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.
☆2,999Jan 21, 2026Updated 3 weeks ago
Alternatives and similar repositories for ai-agents-from-scratch
Users that are interested in ai-agents-from-scratch are comparing it to the libraries listed below
Sorting:
- Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and c…☆1,215Dec 4, 2025Updated 2 months ago
- A minimal Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.☆2,054Jan 21, 2026Updated 3 weeks ago
- Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.☆3,217Jan 27, 2026Updated 2 weeks ago
- 🔥 Visual workflow builder for AI agents powered by Firecrawl - drag-and-drop web scraping pipelines with real-time execution☆2,089Oct 20, 2025Updated 3 months ago
- A dynamic multi-expert AI architecture running on a single consumer GPU (RTX 3060).☆36Dec 2, 2025Updated 2 months ago
- Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.☆92,709Feb 4, 2026Updated last week
- Semi-Structured Agentic Framework. Workflows build themselves as agents discover what needs to be done, not what you predicted upfront.☆1,100Dec 1, 2025Updated 2 months ago
- A package manager for AI agents. Install agent skills from GitHub with a single command.☆391Feb 7, 2026Updated last week
- In-depth tutorials on LLMs, RAGs and real-world AI agent applications.☆28,027Jan 30, 2026Updated 2 weeks ago
- 100+ LLM interview questions with answers.☆738Updated this week
- 12 Lessons to Get Started Building AI Agents☆50,208Feb 6, 2026Updated last week
- Standards for building agents, better☆1,463Jan 13, 2026Updated last month
- ☆2,349Nov 26, 2025Updated 2 months ago
- A one stop repository for generative AI research updates, interview resources, notebooks and much more!☆24,456Feb 6, 2026Updated last week
- This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark …☆17,205Feb 3, 2026Updated last week
- Live view of Claude Code sessions and the ability to search them☆68Dec 30, 2025Updated last month
- A minimal Python library for live coding visual scenes using desktop windows.☆71Jan 19, 2026Updated 3 weeks ago
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information r…☆24,625Feb 3, 2026Updated last week
- Reached #13 on Stanford's Terminal Bench leaderboard. Orchestrator, explorer & coder agents working together with intelligent context sha…☆1,323Nov 3, 2025Updated 3 months ago
- A general memory system for agents, powered by deep-research☆809Dec 3, 2025Updated 2 months ago
- A simple CPU only OCR for pdf/images/word/excel to markdown. With streamlit.☆45Jan 26, 2026Updated 2 weeks ago
- A collection of projects showcasing RAG, agents, workflows, and other AI use cases☆8,911Feb 7, 2026Updated last week
- Multi-Agent Blog Generator based on Agno framework. Supports leading LLM providers like OpenAI, Gemini, Claude, and Grok.☆71Jan 6, 2026Updated last month
- Connect any LLM to your internal knowledge sources and chat with it in real time alongside your team. OSS alternative to NotebookLM, Perp…☆12,819Feb 6, 2026Updated last week
- A Step-by-Step Implementation of RAPTOR based RAG implementation☆36Sep 1, 2025Updated 5 months ago
- This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a…☆19,866Feb 3, 2026Updated last week
- An Automatic Prompt Optimization Framework for Large Language Models☆904Aug 1, 2025Updated 6 months ago
- Claude Code and Large-Context Reasoning (O'Reilly Live Learning)☆194Jan 16, 2026Updated 3 weeks ago
- A group of notebooks and other files which can help you learn AI from scratch.☆976Jan 14, 2026Updated last month
- Implementation of 17+ agentic architectures designed for practical use across different stages of AI system development.☆2,432Sep 24, 2025Updated 4 months ago
- Official code repo for the O'Reilly Book - "Hands-On Large Language Models"☆20,671Dec 17, 2025Updated last month
- Interactive command-line chat application powered by Langchain, Langgraph, Prompt Toolkit and Rich☆155Updated this week
- Context Data Platform for AI Agents☆2,906Updated this week
- Explore the unknown, build the future, own your data.☆242Feb 4, 2026Updated last week
- This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights …☆8,860Aug 5, 2025Updated 6 months ago
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆74,834Feb 5, 2026Updated last week
- Anemoi: A Semi-Centralized Multi-agent Systems Based on Agent-to-Agent Communication MCP server from Coral Protocol☆373Aug 27, 2025Updated 5 months ago
- "RAG-Anything: All-in-One RAG Framework"☆12,776Jan 26, 2026Updated 2 weeks ago
- A curated list of 100+ libraries and frameworks for AI engineers building with LLMs☆2,531Nov 17, 2025Updated 2 months ago