Shubhamsaboo/awesome-llm-apps
Summary
A curated collection of over 100 ready-to-run AI agent and RAG application templates, built by the Unwind AI team, for developers to clone and customize.
View Cached Full Text
Cached at: 07/12/26, 10:51 AM
Shubhamsaboo/awesome-llm-apps
Source: https://github.com/Shubhamsaboo/awesome-llm-apps
Deutsch | Espaรฑol | franรงais | ๆฅๆฌ่ช | ํ๊ตญ์ด | Portuguรชs | ะ ัััะบะธะน | ไธญๆ
๐ Awesome LLM Apps
100+ AI Agent & RAG apps you can actually run โ clone, customize, ship.
AI Agents ยท Always-on Agents ยท Multi-agent Teams ยท MCP Agents ยท RAG ยท Voice Agents ยท Agent Skills ยท Fine-tuning
Free step-by-step tutorials on Unwind AI
Works with Claude ยท Gemini ยท OpenAI ยท xAI ยท Qwen ยท Llama
๐ Quick Start ๐ Browse Templates ๐ Step-by-Step Tutorials
๐ก Why this exists
You shouldnโt have to rebuild the same RAG pipeline, agent loop, or MCP integration from scratch every time you start a new LLM project.
Awesome LLM Apps is a cookbook of ready-to-run templates - starter code you can fork, customize, and ship as a production LLM app. Every template here is self-contained with full source code, not collected from elsewhere.
- ๐ ๏ธ Hand-built, not curated - every template is original work, tested end-to-end before it ships.
- ๐งช Runs in 3 commands - no broken
requirements.txt, no โfigure it out yourselfโ scaffolding. - ๐ง Covers the modern AI stack - AI Agents, Always-on Agents, Multi-agent Teams, MCP Agents, Voice AI Agents, RAG, Agent Skills, Fine-tuning.
- ๐ Provider-agnostic - switch between Claude, Gemini, GPT, Llama, Qwen, xAI and others with a config change.
- ๐ Step-by-step tutorials - every featured template has a free walkthrough on Unwind AI.
- ๐ธ Apache-2.0 - fork it, ship it, sell it. No paywall, no signup, no telemetry.
โญ If this saves you time, star the repo - thatโs how the next developer discovers it.
๐ Quick Start
Run your first agent in 30 seconds:
git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd awesome-llm-apps/starter_ai_agents/ai_travel_agent
pip install -r requirements.txt
streamlit run travel_agent.py
๐ฅ Featured This Month
| Template | What it does | Stack |
|---|---|---|
| โฐ๏ธ Project Graveyard Skill | Finds your dead side projects, tells you why each one died, and helps you finish the one worth going back to | Agent Skill ยท Runs locally |
| ๐ฐ Always-on Hacker News Briefing Agent | Scheduled Hacker News scout that filters AI agent and LLM app signals into a delivery-ready daily brief | ADK + Agent Runtime |
| ๐ก๏ธ Insurance Claim Live Agent Team | Real-time voice claim intake with Gemini Live and ADK | Voice + ADK |
| ๐ Home Renovation Agent | Photo โ AI redesign with Nano Banana Pro | Vision + Multi-agent |
| โพ๏ธ Self-Improving Agent Skills | Automatically optimize agent skills using Gemini and ADK | Agent Skills + ADK |
๐ฌ Subscribe on Unwind AI to get new template drops + tutorials in your inbox.
๐ Table of Contents
15 categories ยท Click to expand
- ๐งฉ Agent Skills
- ๐ฑ Starter AI Agents
- ๐ Advanced AI Agents
- ๐ฐ๏ธ Always-on Agents
- ๐ค Multi-agent Teams
- ๐ฃ๏ธ Voice AI Agents
- ๐ผ๏ธ Generative UI and Agentic Frontends
- ๐ฎ Autonomous Game-Playing Agents
- โพ๏ธ MCP AI Agents
- ๐ RAG Tutorials
- ๐พ LLM Apps with Memory
- ๐ฌ Chat with X Tutorials
- ๐ฏ LLM Optimization Tools
- ๐ง LLM Fine-tuning Tutorials
- ๐งโ๐ซ AI Agent Framework Crash Courses
๐ Featured AI Projects
๐งฉ Agent Skills
Give your coding agent new abilities. One command to install, plain English to use. Works with Claude Code, Codex, Cursor, and other coding agents. Browse all skills โ
- โฐ๏ธ Project Graveyard - Finds every side project you abandoned, tells you why each one died, and helps you finish the one worth going back to
- ๐ง Advisor Orchestrator Worker - Meta Loop with Claude Flabe 5 as advisor, GPT-5.6 as orchestrator, and Gemini 3.5 Flash as worker
- โพ๏ธ Self-Improving Agent Skills - Automatically optimize agent skills using Gemini and ADK
๐ฑ Starter AI Agents
Single-file agents that run with just an API key - a great place to start.
- ๐๏ธ AI Blog to Podcast Agent
- โค๏ธโ๐ฉน AI Breakup Recovery Agent
- ๐ AI Data Analysis Agent
- ๐ฉป AI Medical Imaging Agent
- ๐ AI Meme Generator Agent (Browser)
- ๐ต AI Music Generator Agent
- ๐ซ AI Travel Agent (Local & Cloud)
- โจ Gemini Multimodal Agent
- ๐ Mixture of Agents
- ๐ xAI Finance Agent
- ๐ OpenAI Research Agent
- ๐ธ๏ธ Web Scraping AI Agent
๐ Advanced AI Agents
Production-style agents with tools, memory, and multi-step reasoning.
- ๐๏ธ ๐ AI Home Renovation Agent with Nano Banana Pro
- ๐ง DevPulse AI - Multi-Agent Signal Intelligence
- ๐ AI Deep Research Agent
- ๐ AI VC Due Diligence Agent Team
- ๐ฌ AI Research Planner & Executor (Google Interactions API)
- ๐ค AI Consultant Agent
- ๐๏ธ AI System Architect Agent
- ๐ฐ AI Financial Coach Agent
- ๐ฌ AI Movie Production Agent
- ๐ AI Investment Agent
- ๐ก Earnings Call Analyst Agent
- ๐๏ธโโ๏ธ AI Health & Fitness Agent
- ๐ AI Product Launch Intelligence Agent
- ๐ AI Fraud Investigation Agent
- ๐๏ธ AI Journalist Agent
- ๐ง AI Mental Wellbeing Agent
- ๐ AI Meeting Agent
- ๐งฌ AI Self-Evolving Agent
- ๐จ๐ปโ๐ผ AI Sales Intelligence Agent Team
- ๐ง AI Social Media News and Podcast Agent
- ๐ Openwork - Open Browser Automation Agent โ external
- ๐ก๏ธ Trust-Gated Multi-Agent Research Team
๐ฐ๏ธ Always-on Agents
Background agents that run on schedules or events, monitor changing context, decide what needs attention, and proactively deliver updates, artifacts, or actions.
๐ค Multi-agent Teams
Multiple agents collaborating to accomplish complex, cross-domain tasks.
- ๐งฒ AI Competitor Intelligence Agent Team
- ๐ฒ AI Finance Agent Team
- ๐จ AI Game Design Agent Team
- ๐งญ AG2 Adaptive Research Team
- ๐จโโ๏ธ AI Legal Agent Team (Cloud & Local)
- ๐ผ AI Recruitment Agent Team
- ๐ AI Real Estate Agent Team
- ๐จโ๐ผ AI Services Agency (CrewAI)
- ๐จโ๐ซ AI Teaching Agent Team
- ๐ป Multimodal Coding Agent Team
- โจ Multimodal Design Agent Team
- ๐จ ๐ Multimodal UI/UX Feedback Agent Team with Nano Banana
- ๐ AI Travel Planner Agent Team
๐ฃ๏ธ Voice AI Agents
Speech-in, speech-out agents using real-time voice APIs.
- ๐ฃ๏ธ AI Audio Tour Agent
- ๐ Customer Support Voice Agent
- ๐ก๏ธ Insurance Claim Live Agent Team
- ๐ Voice RAG Agent (OpenAI SDK)
- ๐๏ธ OpenSource Voice Dictation Agent (Wispr Flow clone) โ external
๐ผ๏ธ Generative UI and Agentic Frontends
Agents that render interactive UI components โ forms, cards, charts, editable plans โ not just text.
- ๐๏ธ Generative UI Starter Project
- ๐ช AI Financial Coach Agent
- ๐ AI Dashboard Canvas Agent
- ๐ ๏ธ AI MCP App Builder
- โ๏ธ MCP Apps Generative UI Showcase
- ๐๏ธ AI Shadcn Component Generator
- ๐ AI Deep Research Agent
๐ฎ Autonomous Game-Playing Agents
Agents that play games end-to-end - reasoning, strategy, and action.
โพ๏ธ MCP AI Agents
Agents that connect to external tools and data via Model Context Protocol.
- โพ๏ธ Browser MCP Agent
- ๐ GitHub MCP Agent
- ๐ Notion MCP Agent
- ๐ AI Travel Planner MCP Agent
- ๐ Multi-MCP Agent Router
๐ RAG (Retrieval Augmented Generation)
Retrieval pipelines - from simple chains to agentic and multi-source.
- ๐ฅ Agentic RAG with Embedding Gemma
- ๐ง Agentic RAG with Reasoning
- ๐ฐ AI Blog Search (RAG)
- ๐ Autonomous RAG
- ๐ Contextual AI RAG Agent
- ๐ Corrective RAG (CRAG)
- ๐ Deepseek Local RAG Agent
- ๐ค Gemini Agentic RAG
- ๐ Hybrid Search RAG (Cloud)
- ๐ Llama 3.1 Local RAG
- ๐ฅ๏ธ Local Hybrid Search RAG
- ๐งฌ Multimodal Agentic RAG
- ๐ฆ Local RAG Agent
- ๐งฉ RAG-as-a-Service
- โจ RAG Agent with Cohere
- โ๏ธ Basic RAG Chain
- ๐ RAG with Database Routing
- ๐ผ๏ธ Vision RAG
- ๐ฉบ RAG Failure Diagnostics Clinic
- ๐ธ๏ธ Knowledge Graph RAG with Citations
๐พ LLM Apps with Memory Tutorials
Agents and chatbots that remember conversations and user state across sessions.
- ๐พ AI ArXiv Agent with Memory
- ๐ฉ๏ธ AI Travel Agent with Memory
- ๐ฌ Llama3 Stateful Chat
- ๐ LLM App with Personalized Memory
- ๐๏ธ Local ChatGPT Clone with Memory
- ๐ง Multi-LLM Application with Shared Memory
๐ฌ Chat with X Tutorials
Turn any data source into a chat interface.
- ๐ฌ Chat with GitHub (GPT & Llama3)
- ๐จ Chat with Gmail
- ๐ Chat with PDF (GPT & Llama3)
- ๐ Chat with Research Papers (ArXiv) (GPT & Llama3)
- ๐ Chat with Substack
- ๐ฝ๏ธ Chat with YouTube Videos
๐ฏ LLM Optimization Tools
Reduce token usage, context size, and API cost without losing quality.
- ๐ฏ Toonify Token Optimization - Reduce LLM API costs by 30โ60% using TOON format
- ๐ง Headroom Context Optimization - Reduce LLM API costs by 50โ90%
๐ง LLM Fine-tuning Tutorials
End-to-end fine-tuning recipes for open-source models.
๐งโ๐ซ AI Agent Framework Crash Course
Deep-dive tutorials on the major agent frameworks.
- Starter agent; modelโagnostic (OpenAI, Claude)
- Structured outputs (Pydantic)
- Tools: builtโin, function, thirdโparty, MCP tools
- Memory; callbacks; Plugins
- Simple multiโagent; Multiโagent patterns
OpenAI Agents SDK Crash Course
- Starter agent; function calling; structured outputs
- Tools: builtโin, function, thirdโparty integrations
- Memory; callbacks; evaluation
- Multiโagent patterns; agent handoffs
- Swarm orchestration; routing logic
๐ Built by
Created and maintained by Shubham Saboo with contributions from the amazing community members.
โญ Star History
๐ Donโt miss future drops - star the repo to get notified when new templates ship.
๐ License
Apache-2.0. See LICENSE. Fork it, ship it, sell it.
Similar Articles
@Saboo_Shubham_: Available now in open source Awesome LLM Apps repo (117,000+ stars): https://github.com/Shubhamsaboo/awesome-llm-appsโฆ โฆ
Shubham Saboo announced the open-source Awesome LLM Apps repository (117,000+ stars), a collection of 100+ ready-to-run AI agent and RAG templates that developers can clone, customize, and deploy.
@Saboo_Shubham_: Thanks for sharing. Open Source code here:
A curated collection of over 100 ready-to-run AI agent and RAG app templates with full source code, supporting multiple LLMs like Claude, Gemini, and OpenAI. Open-source and freely available on GitHub.
@mylifcc: Highly recommend an incredible open-source project: awesome-llm-apps! Author @Shubhamsaboo, 109k stars, Apache-2.0 license, pure Python implementation. Currently features 100+ complete AI Agent + RAG applications, each...
Recommending the open-source project awesome-llm-apps, which catalogs 100+ AI Agent and RAG applications, with the latest merge featuring a browser automation MCP agent based on local Ollama.
owainlewis/awesome-artificial-intelligence
A curated collection of must-use, actively maintained resources for building and shipping AI systems, covering AI engineering topics like RAG, agents, evals, guardrails, and deployment, along with recommended books, courses, and landmark papers.
@tom_doerr: Curated list of LLMs, multimodal models, and agents https://github.com/eudk/awesome-ai-toolsโฆ
A curated GitHub repository listing large language models, multimodal generation tools, AI agents, and developer platforms, actively maintained since 2023.