[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-315":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":25,"hasPages":23,"topics":26,"createdAt":10,"pushedAt":10,"updatedAt":31,"readmeContent":32,"aiSummary":33,"trendingCount":16,"starSnapshotCount":16,"syncStatus":34,"lastSyncTime":35,"discoverSource":36},315,"awesome-llm-apps","Shubhamsaboo\u002Fawesome-llm-apps","Shubhamsaboo","100+ AI Agent & RAG apps you can actually run — clone, customize, ship.","https:\u002F\u002Fwww.theunwindai.com",null,"Python",114742,17025,1165,6,0,77,695,3963,454,120,"Apache License 2.0",false,"main",true,[27,28,29,30],"agents","llms","python","rag","2026-06-17 04:00:02","\u003Cp align=\"center\">\n  \u003Ca href=\"http:\u002F\u002Fwww.theunwindai.com\">\n    \u003Cimg src=\"docs\u002Fbanner\u002Funwind_black.png\" width=\"900px\" alt=\"Unwind AI\">\n  \u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fshubhamsaboo\u002F\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFollow%20on%20LinkedIn-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white\" alt=\"LinkedIn\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002FSaboo_Shubham_\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFollow%20on%20𝕏-000000?style=for-the-badge&logo=x&logoColor=white\" alt=\"X \u002F Twitter\">\n  \u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\n  \u003C!-- Keep these links. Translations will automatically update with the README. -->\n  \u003Ca href=\"https:\u002F\u002Fwww.readme-i18n.com\u002FShubhamsaboo\u002Fawesome-llm-apps?lang=de\">Deutsch\u003C\u002Fa> | \n  \u003Ca href=\"https:\u002F\u002Fwww.readme-i18n.com\u002FShubhamsaboo\u002Fawesome-llm-apps?lang=es\">Español\u003C\u002Fa> | \n  \u003Ca href=\"https:\u002F\u002Fwww.readme-i18n.com\u002FShubhamsaboo\u002Fawesome-llm-apps?lang=fr\">français\u003C\u002Fa> | \n  \u003Ca href=\"https:\u002F\u002Fwww.readme-i18n.com\u002FShubhamsaboo\u002Fawesome-llm-apps?lang=ja\">日本語\u003C\u002Fa> | \n  \u003Ca href=\"https:\u002F\u002Fwww.readme-i18n.com\u002FShubhamsaboo\u002Fawesome-llm-apps?lang=ko\">한국어\u003C\u002Fa> | \n  \u003Ca href=\"https:\u002F\u002Fwww.readme-i18n.com\u002FShubhamsaboo\u002Fawesome-llm-apps?lang=pt\">Português\u003C\u002Fa> | \n  \u003Ca href=\"https:\u002F\u002Fwww.readme-i18n.com\u002FShubhamsaboo\u002Fawesome-llm-apps?lang=ru\">Русский\u003C\u002Fa> | \n  \u003Ca href=\"https:\u002F\u002Fwww.readme-i18n.com\u002FShubhamsaboo\u002Fawesome-llm-apps?lang=zh\">中文\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Chr\u002F>\n\n\u003Cdiv align=\"center\">\n\n# 🌟 Awesome LLM Apps\n\n\u003Cp>\u003Cstrong>100+ AI Agent & RAG apps you can actually run — clone, customize, ship.\u003C\u002Fstrong>\u003Cbr\u002F>\nAI Agents · Multi-agent Teams · MCP Agents · RAG · Voice Agents · Agent Skills · Fine-tuning\u003C\u002Fp>\n\n\u003Cp>\n\u003Cstrong>Free step-by-step tutorials on \u003Ca href=\"https:\u002F\u002Fwww.theunwindai.com\">Unwind AI\u003C\u002Fa>\u003C\u002Fstrong>\u003Cbr\u002F>\n\u003Cstrong>Works with Claude · Gemini · OpenAI · xAI · Qwen · Llama\u003C\u002Fstrong>\n\u003C\u002Fp>\n\n\u003Cp>\n\u003Ca href=\"https:\u002F\u002Fgithub.com\u002FShubhamsaboo\u002Fawesome-llm-apps\u002Fstargazers\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002FShubhamsaboo\u002Fawesome-llm-apps?style=for-the-badge&logo=github&color=FFD700\" alt=\"Stars\">\u003C\u002Fa>\n\u003Ca href=\"https:\u002F\u002Fgithub.com\u002FShubhamsaboo\u002Fawesome-llm-apps\u002Fnetwork\u002Fmembers\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fforks\u002FShubhamsaboo\u002Fawesome-llm-apps?style=for-the-badge&logo=github&color=4FC3F7\" alt=\"Forks\">\u003C\u002Fa>\n\u003Ca href=\"https:\u002F\u002Fgithub.com\u002FShubhamsaboo\u002Fawesome-llm-apps\u002Fgraphs\u002Fcontributors\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fcontributors\u002FShubhamsaboo\u002Fawesome-llm-apps?style=for-the-badge&color=22C55E\" alt=\"Contributors\">\u003C\u002Fa>\n\u003Ca href=\"LICENSE\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002FShubhamsaboo\u002Fawesome-llm-apps?style=for-the-badge&color=8B5CF6\" alt=\"License\">\u003C\u002Fa>\n\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flast-commit\u002FShubhamsaboo\u002Fawesome-llm-apps?style=for-the-badge&color=F97316\" alt=\"Last Commit\">\n\u003C\u002Fp>\n\n\u003Cp>\n\u003Ca href=\"#-quick-start\">\u003Ckbd>   🚀 Quick Start   \u003C\u002Fkbd>\u003C\u002Fa>\n\u003Ca href=\"#-featured-ai-projects\">\u003Ckbd>   📂 Browse Templates   \u003C\u002Fkbd>\u003C\u002Fa>\n\u003Ca href=\"https:\u002F\u002Fwww.theunwindai.com\">\u003Ckbd>   📚 Step-by-Step Tutorials   \u003C\u002Fkbd>\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Ca href=\"https:\u002F\u002Ftrendshift.io\u002Frepositories\u002F9876\" target=\"_blank\">\n  \u003Cimg src=\"https:\u002F\u002Ftrendshift.io\u002Fapi\u002Fbadge\u002Frepositories\u002F9876\" width=\"220\" alt=\"Featured on Trendshift\">\n\u003C\u002Fa>\n\n\u003C\u002Fdiv>\n\n---\n\n## 💡 Why this exists\n\nYou shouldn't have to rebuild the same RAG pipeline, agent loop, or MCP integration from scratch every time you start a new LLM project.\n\n**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.\n\n- 🛠️ **Hand-built, not curated** - every template is original work, tested end-to-end before it ships.\n- 🧪 **Runs in 3 commands** - no broken `requirements.txt`, no \"figure it out yourself\" scaffolding.\n- 🧠 **Covers the modern AI stack** - AI Agents, Multi-agent Teams, MCP Agents, Voice AI Agents, RAG, Agent Skills, Fine-tuning.\n- 🌐 **Provider-agnostic** - switch between Claude, Gemini, GPT, Llama, Qwen, xAI and others with a config change.\n- 📚 **Step-by-step tutorials** - every featured template has a free walkthrough on [Unwind AI](https:\u002F\u002Fwww.theunwindai.com).\n- 💸 **Apache-2.0** - fork it, ship it, sell it. No paywall, no signup, no telemetry.\n\n> ⭐ **If this saves you time, [star the repo](https:\u002F\u002Fgithub.com\u002FShubhamsaboo\u002Fawesome-llm-apps\u002Fstargazers) - that's how the next developer discovers it.**\n\n## 🚀 Quick Start\n\nRun your first agent in **30 seconds**:\n\n```bash\ngit clone https:\u002F\u002Fgithub.com\u002FShubhamsaboo\u002Fawesome-llm-apps.git\ncd awesome-llm-apps\u002Fstarter_ai_agents\u002Fai_travel_agent\npip install -r requirements.txt\nstreamlit run travel_agent.py\n```\n\n\n## 🔥 Featured This Month\n\n| Template | What it does | Stack |\n|---|---|---|\n| [🛡️ Insurance Claim Live Agent Team](voice_ai_agents\u002Finsurance_claim_live_agent_team\u002F) | Real-time voice claim intake with Gemini Live and ADK | Voice + ADK |\n| [🏠 Home Renovation Agent](advanced_ai_agents\u002Fmulti_agent_apps\u002Fai_home_renovation_agent) | Photo → AI redesign with Nano Banana Pro | Vision + Multi-agent |\n| [♾️ Self-Improving Agent Skills](awesome_agent_skills\u002Fself-improving-agent-skills\u002F) | Automatically optimize agent skills using Gemini and ADK | Agent Skills + ADK |\n\n> 📬 [Subscribe on Unwind AI](https:\u002F\u002Fwww.theunwindai.com) to get new template drops + tutorials in your inbox.\n\n## 📑 Table of Contents\n\n\u003Cdetails open>\n\u003Csummary>\u003Cstrong>13 categories · Click to expand\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n- [🌱 Starter AI Agents](#-starter-ai-agents)\n- [🚀 Advanced AI Agents](#-advanced-ai-agents)\n- [🎮 Autonomous Game-Playing Agents](#-autonomous-game-playing-agents)\n- [🤝 Multi-agent Teams](#-multi-agent-teams)\n- [🗣️ Voice AI Agents](#️-voice-ai-agents)\n- [♾️ MCP AI Agents](#-mcp-ai-agents)\n- [📀 RAG Tutorials](#-rag-retrieval-augmented-generation)\n- [🧩 Awesome Agent Skills](#-awesome-agent-skills)\n- [💾 LLM Apps with Memory](#-llm-apps-with-memory-tutorials)\n- [💬 Chat with X Tutorials](#-chat-with-x-tutorials)\n- [🎯 LLM Optimization Tools](#-llm-optimization-tools)\n- [🔧 LLM Fine-tuning Tutorials](#-llm-fine-tuning-tutorials)\n- [🧑‍🏫 AI Agent Framework Crash Courses](#-ai-agent-framework-crash-course)\n\n\u003C\u002Fdetails>\n\n## 📂 Featured AI Projects\n\n### 🌱 Starter AI Agents\n*Single-file agents that run with just an API key - a great place to start.*\n\n*   [🎙️ AI Blog to Podcast Agent](starter_ai_agents\u002Fai_blog_to_podcast_agent\u002F)\n*   [❤️‍🩹 AI Breakup Recovery Agent](starter_ai_agents\u002Fai_breakup_recovery_agent\u002F)\n*   [📊 AI Data Analysis Agent](starter_ai_agents\u002Fai_data_analysis_agent\u002F)\n*   [🩻 AI Medical Imaging Agent](starter_ai_agents\u002Fai_medical_imaging_agent\u002F)\n*   [😂 AI Meme Generator Agent (Browser)](starter_ai_agents\u002Fai_meme_generator_agent_browseruse\u002F)\n*   [🎵 AI Music Generator Agent](starter_ai_agents\u002Fai_music_generator_agent\u002F)\n*   [🛫 AI Travel Agent (Local & Cloud)](starter_ai_agents\u002Fai_travel_agent\u002F)\n*   [✨ Gemini Multimodal Agent](starter_ai_agents\u002Fgemini_multimodal_agent_demo\u002F)\n*   [🔄 Mixture of Agents](starter_ai_agents\u002Fmixture_of_agents\u002F)\n*   [📊 xAI Finance Agent](starter_ai_agents\u002Fxai_finance_agent\u002F)\n*   [🔍 OpenAI Research Agent](starter_ai_agents\u002Fopenai_research_agent\u002F)\n*   [🕸️ Web Scraping AI Agent (Local & Cloud SDK)](starter_ai_agents\u002Fweb_scraping_ai_agent\u002F)\n\n### 🚀 Advanced AI Agents\n*Production-style agents with tools, memory, and multi-step reasoning.*\n\n*   [🏚️ 🍌 AI Home Renovation Agent with Nano Banana Pro](advanced_ai_agents\u002Fmulti_agent_apps\u002Fai_home_renovation_agent)\n*   [🧠 DevPulse AI - Multi-Agent Signal Intelligence](advanced_ai_agents\u002Fmulti_agent_apps\u002Fdevpulse_ai\u002F)\n*   [🔍 AI Deep Research Agent](advanced_ai_agents\u002Fsingle_agent_apps\u002Fai_deep_research_agent\u002F)\n*   [📊 AI VC Due Diligence Agent Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_vc_due_diligence_agent_team)\n*   [🔬 AI Research Planner & Executor (Google Interactions API)](advanced_ai_agents\u002Fsingle_agent_apps\u002Fresearch_agent_gemini_interaction_api)\n*   [🤝 AI Consultant Agent](advanced_ai_agents\u002Fsingle_agent_apps\u002Fai_consultant_agent)\n*   [🏗️ AI System Architect Agent](advanced_ai_agents\u002Fsingle_agent_apps\u002Fai_system_architect_r1\u002F)\n*   [💰 AI Financial Coach Agent](advanced_ai_agents\u002Fmulti_agent_apps\u002Fai_financial_coach_agent\u002F)\n*   [🎬 AI Movie Production Agent](advanced_ai_agents\u002Fsingle_agent_apps\u002Fai_movie_production_agent\u002F)\n*   [📈 AI Investment Agent](advanced_ai_agents\u002Fsingle_agent_apps\u002Fai_investment_agent\u002F)\n*   [🏋️‍♂️ AI Health & Fitness Agent](advanced_ai_agents\u002Fsingle_agent_apps\u002Fai_health_fitness_agent\u002F)\n*   [🚀 AI Product Launch Intelligence Agent](advanced_ai_agents\u002Fmulti_agent_apps\u002Fproduct_launch_intelligence_agent)\n*   [🔍 AI Fraud Investigation Agent](advanced_ai_agents\u002Fsingle_agent_apps\u002Fai_fraud_investigation_agent\u002F)\n*   [🗞️ AI Journalist Agent](advanced_ai_agents\u002Fsingle_agent_apps\u002Fai_journalist_agent\u002F)\n*   [🧠 AI Mental Wellbeing Agent](advanced_ai_agents\u002Fmulti_agent_apps\u002Fai_mental_wellbeing_agent\u002F)\n*   [📑 AI Meeting Agent](advanced_ai_agents\u002Fsingle_agent_apps\u002Fai_meeting_agent\u002F)\n*   [🧬 AI Self-Evolving Agent](advanced_ai_agents\u002Fmulti_agent_apps\u002Fai_self_evolving_agent\u002F)\n*   [👨🏻‍💼 AI Sales Intelligence Agent Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_sales_intelligence_agent_team)\n*   [🎧 AI Social Media News and Podcast Agent](advanced_ai_agents\u002Fmulti_agent_apps\u002Fai_news_and_podcast_agents\u002F)\n*   [🌐 Openwork - Open Browser Automation Agent](https:\u002F\u002Fgithub.com\u002Faccomplish-ai\u002Fopenwork) \u003Csub>↗ external\u003C\u002Fsub>\n*   [🛡️ Trust-Gated Multi-Agent Research Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Ftrust_gated_agent_team\u002F)\n\n### 🎮 Autonomous Game-Playing Agents\n*Agents that play games end-to-end - reasoning, strategy, and action.*\n\n*   [🎮 AI 3D Pygame Agent](advanced_ai_agents\u002Fautonomous_game_playing_agent_apps\u002Fai_3dpygame_r1\u002F)\n*   [♜ AI Chess Agent](advanced_ai_agents\u002Fautonomous_game_playing_agent_apps\u002Fai_chess_agent\u002F)\n*   [🎲 AI Tic-Tac-Toe Agent](advanced_ai_agents\u002Fautonomous_game_playing_agent_apps\u002Fai_tic_tac_toe_agent\u002F)\n\n### 🤝 Multi-agent Teams\n*Multiple agents collaborating to accomplish complex, cross-domain tasks.*\n\n*   [🧲 AI Competitor Intelligence Agent Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_competitor_intelligence_agent_team\u002F)\n*   [💲 AI Finance Agent Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_finance_agent_team\u002F)\n*   [🎨 AI Game Design Agent Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_game_design_agent_team\u002F)\n*   [🧭 AG2 Adaptive Research Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fag2_adaptive_research_team\u002F)\n*   [👨‍⚖️ AI Legal Agent Team (Cloud & Local)](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_legal_agent_team\u002F)\n*   [💼 AI Recruitment Agent Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_recruitment_agent_team\u002F)\n*   [🏠 AI Real Estate Agent Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_real_estate_agent_team)\n*   [👨‍💼 AI Services Agency (CrewAI)](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_services_agency\u002F)\n*   [👨‍🏫 AI Teaching Agent Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_teaching_agent_team\u002F)\n*   [💻 Multimodal Coding Agent Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fmultimodal_coding_agent_team\u002F)\n*   [✨ Multimodal Design Agent Team](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fmultimodal_design_agent_team\u002F)\n*   [🎨 🍌 Multimodal UI\u002FUX Feedback Agent Team with Nano Banana](advanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fmultimodal_uiux_feedback_agent_team\u002F)\n*   [🌏 AI Travel Planner Agent Team](\u002Fadvanced_ai_agents\u002Fmulti_agent_apps\u002Fagent_teams\u002Fai_travel_planner_agent_team\u002F)\n\n### 🗣️ Voice AI Agents\n*Speech-in, speech-out agents using real-time voice APIs.*\n\n*   [🗣️ AI Audio Tour Agent](voice_ai_agents\u002Fai_audio_tour_agent\u002F)\n*   [📞 Customer Support Voice Agent](voice_ai_agents\u002Fcustomer_support_voice_agent\u002F)\n*   [🛡️ Insurance Claim Live Agent Team](voice_ai_agents\u002Finsurance_claim_live_agent_team\u002F)\n*   [🔊 Voice RAG Agent (OpenAI SDK)](voice_ai_agents\u002Fvoice_rag_openaisdk\u002F)\n*   [🎙️ OpenSource Voice Dictation Agent (Wispr Flow clone)](https:\u002F\u002Fgithub.com\u002Fakshayaggarwal99\u002Fjarvis-ai-assistant) \u003Csub>↗ external\u003C\u002Fsub>\n\n### ♾️ MCP AI Agents\n*Agents that connect to external tools and data via Model Context Protocol.*\n\n*   [♾️ Browser MCP Agent](mcp_ai_agents\u002Fbrowser_mcp_agent\u002F)\n*   [🐙 GitHub MCP Agent](mcp_ai_agents\u002Fgithub_mcp_agent\u002F)\n*   [📑 Notion MCP Agent](mcp_ai_agents\u002Fnotion_mcp_agent)\n*   [🌍 AI Travel Planner MCP Agent](mcp_ai_agents\u002Fai_travel_planner_mcp_agent_team)\n*   [🔀 Multi-MCP Agent Router](mcp_ai_agents\u002Fmulti_mcp_agent_router\u002F)\n\n### 📀 RAG (Retrieval Augmented Generation)\n*Retrieval pipelines - from simple chains to agentic and multi-source.*\n\n*   [🔥 Agentic RAG with Embedding Gemma](rag_tutorials\u002Fagentic_rag_embedding_gemma)\n*   [🧐 Agentic RAG with Reasoning](rag_tutorials\u002Fagentic_rag_with_reasoning\u002F)\n*   [📰 AI Blog Search (RAG)](rag_tutorials\u002Fai_blog_search\u002F)\n*   [🔍 Autonomous RAG](rag_tutorials\u002Fautonomous_rag\u002F)\n*   [🔄 Contextual AI RAG Agent](rag_tutorials\u002Fcontextualai_rag_agent\u002F)\n*   [🔄 Corrective RAG (CRAG)](rag_tutorials\u002Fcorrective_rag\u002F)\n*   [🐋 Deepseek Local RAG Agent](rag_tutorials\u002Fdeepseek_local_rag_agent\u002F)\n*   [🤔 Gemini Agentic RAG](rag_tutorials\u002Fgemini_agentic_rag\u002F)\n*   [👀 Hybrid Search RAG (Cloud)](rag_tutorials\u002Fhybrid_search_rag\u002F)\n*   [🔄 Llama 3.1 Local RAG](rag_tutorials\u002Fllama3.1_local_rag\u002F)\n*   [🖥️ Local Hybrid Search RAG](rag_tutorials\u002Flocal_hybrid_search_rag\u002F)\n*   [🧬 Multimodal Agentic RAG](rag_tutorials\u002Fmultimodal_agentic_rag\u002F)\n*   [🦙 Local RAG Agent](rag_tutorials\u002Flocal_rag_agent\u002F)\n*   [🧩 RAG-as-a-Service](rag_tutorials\u002Frag-as-a-service\u002F)\n*   [✨ RAG Agent with Cohere](rag_tutorials\u002Frag_agent_cohere\u002F)\n*   [⛓️ Basic RAG Chain](rag_tutorials\u002Frag_chain\u002F)\n*   [📠 RAG with Database Routing](rag_tutorials\u002Frag_database_routing\u002F)\n*   [🖼️ Vision RAG](rag_tutorials\u002Fvision_rag\u002F)\n*   [🩺 RAG Failure Diagnostics Clinic](rag_tutorials\u002Frag_failure_diagnostics_clinic\u002F)\n*   [🕸️ Knowledge Graph RAG with Citations](rag_tutorials\u002Fknowledge_graph_rag_citations\u002F)\n\n### 🧩 Awesome Agent Skills\n*Ready-to-use agent skill files you can plug into any AI agent or LLM workflow.*\n\n*   [♾️ Self-Improving Agent Skills](awesome_agent_skills\u002Fself-improving-agent-skills\u002F) - Automatically optimize agent skills using Gemini and ADK\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>📋 Browse all 19 skills\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n| Skill | Description |\n|---|---|\n| [🎓 Academic Researcher](awesome_agent_skills\u002Facademic-researcher\u002F) | Literature reviews, paper analysis, citation management |\n| [🔍 Code Reviewer](awesome_agent_skills\u002Fcode-reviewer\u002F) | Automated code review with best-practice checks |\n| [✍️ Content Creator](awesome_agent_skills\u002Fcontent-creator\u002F) | Blog posts, social media, marketing copy |\n| [📊 Data Analyst](awesome_agent_skills\u002Fdata-analyst\u002F) | Data exploration, statistical analysis, insights |\n| [🐛 Debugger](awesome_agent_skills\u002Fdebugger\u002F) | Systematic bug hunting and root-cause analysis |\n| [🤔 Decision Helper](awesome_agent_skills\u002Fdecision-helper\u002F) | Structured decision frameworks and trade-off analysis |\n| [🔬 Deep Research](awesome_agent_skills\u002Fdeep-research\u002F) | Multi-source research with synthesis |\n| [📝 Editor](awesome_agent_skills\u002Feditor\u002F) | Proofreading, style, and clarity improvements |\n| [📧 Email Drafter](awesome_agent_skills\u002Femail-drafter\u002F) | Professional email composition |\n| [✅ Fact Checker](awesome_agent_skills\u002Ffact-checker\u002F) | Claim verification and source validation |\n| [💻 Fullstack Developer](awesome_agent_skills\u002Ffullstack-developer\u002F) | End-to-end web app development |\n| [📋 Meeting Notes](awesome_agent_skills\u002Fmeeting-notes\u002F) | Meeting summaries, action items, follow-ups |\n| [📅 Project Planner](awesome_agent_skills\u002Fproject-planner\u002F) | Roadmaps, milestones, resource planning |\n| [🐍 Python Expert](awesome_agent_skills\u002Fpython-expert\u002F) | Pythonic code, packaging, performance |\n| [🏃 Sprint Planner](awesome_agent_skills\u002Fsprint-planner\u002F) | Agile sprint planning and backlog grooming |\n| [🧭 Strategy Advisor](awesome_agent_skills\u002Fstrategy-advisor\u002F) | Business strategy and competitive analysis |\n| [📖 Technical Writer](awesome_agent_skills\u002Ftechnical-writer\u002F) | Documentation, API docs, guides |\n| [🎨 UX Designer](awesome_agent_skills\u002Fux-designer\u002F) | UI\u002FUX design feedback and wireframes |\n| [📈 Visualization Expert](awesome_agent_skills\u002Fvisualization-expert\u002F) | Charts, dashboards, data storytelling |\n\n\u003C\u002Fdetails>\n\n### 💾 LLM Apps with Memory Tutorials\n*Agents and chatbots that remember conversations and user state across sessions.*\n\n*   [💾 AI ArXiv Agent with Memory](advanced_llm_apps\u002Fllm_apps_with_memory_tutorials\u002Fai_arxiv_agent_memory\u002F)\n*   [🛩️ AI Travel Agent with Memory](advanced_llm_apps\u002Fllm_apps_with_memory_tutorials\u002Fai_travel_agent_memory\u002F)\n*   [💬 Llama3 Stateful Chat](advanced_llm_apps\u002Fllm_apps_with_memory_tutorials\u002Fllama3_stateful_chat\u002F)\n*   [📝 LLM App with Personalized Memory](advanced_llm_apps\u002Fllm_apps_with_memory_tutorials\u002Fllm_app_personalized_memory\u002F)\n*   [🗄️ Local ChatGPT Clone with Memory](advanced_llm_apps\u002Fllm_apps_with_memory_tutorials\u002Flocal_chatgpt_with_memory\u002F)\n*   [🧠 Multi-LLM Application with Shared Memory](advanced_llm_apps\u002Fllm_apps_with_memory_tutorials\u002Fmulti_llm_memory\u002F)\n\n### 💬 Chat with X Tutorials\n*Turn any data source into a chat interface.*\n\n*   [💬 Chat with GitHub (GPT & Llama3)](advanced_llm_apps\u002Fchat_with_X_tutorials\u002Fchat_with_github\u002F)\n*   [📨 Chat with Gmail](advanced_llm_apps\u002Fchat_with_X_tutorials\u002Fchat_with_gmail\u002F)\n*   [📄 Chat with PDF (GPT & Llama3)](advanced_llm_apps\u002Fchat_with_X_tutorials\u002Fchat_with_pdf\u002F)\n*   [📚 Chat with Research Papers (ArXiv) (GPT & Llama3)](advanced_llm_apps\u002Fchat_with_X_tutorials\u002Fchat_with_research_papers\u002F)\n*   [📝 Chat with Substack](advanced_llm_apps\u002Fchat_with_X_tutorials\u002Fchat_with_substack\u002F)\n*   [📽️ Chat with YouTube Videos](advanced_llm_apps\u002Fchat_with_X_tutorials\u002Fchat_with_youtube_videos\u002F)\n\n### 🎯 LLM Optimization Tools\n*Reduce token usage, context size, and API cost without losing quality.*\n\n*   [🎯 Toonify Token Optimization](advanced_llm_apps\u002Fllm_optimization_tools\u002Ftoonify_token_optimization\u002F) - Reduce LLM API costs by 30–60% using TOON format\n*   [🧠 Headroom Context Optimization](advanced_llm_apps\u002Fllm_optimization_tools\u002Fheadroom_context_optimization\u002F) - Reduce LLM API costs by 50–90%\n\n### 🔧 LLM Fine-tuning Tutorials\n*End-to-end fine-tuning recipes for open-source models.*\n\n* [Gemma 3 Fine-tuning](advanced_llm_apps\u002Fllm_finetuning_tutorials\u002Fgemma3_finetuning\u002F)\n* [Llama 3.2 Fine-tuning](advanced_llm_apps\u002Fllm_finetuning_tutorials\u002Fllama3.2_finetuning\u002F)\n\n### 🧑‍🏫 AI Agent Framework Crash Course\n*Deep-dive tutorials on the major agent frameworks.*\n\n[Google ADK Crash Course](ai_agent_framework_crash_course\u002Fgoogle_adk_crash_course\u002F)\n  - Starter agent; model‑agnostic (OpenAI, Claude)\n  - Structured outputs (Pydantic)\n  - Tools: built‑in, function, third‑party, MCP tools\n  - Memory; callbacks; Plugins\n  - Simple multi‑agent; Multi‑agent patterns\n\n[OpenAI Agents SDK Crash Course](ai_agent_framework_crash_course\u002Fopenai_sdk_crash_course\u002F)\n  - Starter agent; function calling; structured outputs\n  - Tools: built‑in, function, third‑party integrations\n  - Memory; callbacks; evaluation\n  - Multi‑agent patterns; agent handoffs\n  - Swarm orchestration; routing logic\n\n\n## 🙏 Built by\n\n\u003Cp>Created and maintained by \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002FSaboo_Shubham_\">\u003Cstrong>Shubham Saboo\u003C\u002Fstrong>\u003C\u002Fa> with contributions from the amazing community members.\u003C\u002Fp>\n\n\u003Ca href=\"https:\u002F\u002Fgithub.com\u002FShubhamsaboo\u002Fawesome-llm-apps\u002Fgraphs\u002Fcontributors\">\n  \u003Cimg src=\"https:\u002F\u002Fcontrib.rocks\u002Fimage?repo=Shubhamsaboo\u002Fawesome-llm-apps&max=40&columns=10&anon=0\" alt=\"Top contributors\" \u002F>\n\u003C\u002Fa>\n\n## ⭐ Star History\n\n[![Star History Chart](https:\u002F\u002Fapi.star-history.com\u002Fsvg?repos=Shubhamsaboo\u002Fawesome-llm-apps&type=Date)](https:\u002F\u002Fstar-history.com\u002F#Shubhamsaboo\u002Fawesome-llm-apps&Date)\n\n> 🌟 **Don't miss future drops - [star the repo](https:\u002F\u002Fgithub.com\u002FShubhamsaboo\u002Fawesome-llm-apps) to get notified when new templates ship.**\n\n## 📜 License\n\nApache-2.0. See [LICENSE](LICENSE). Fork it, ship it, sell it.\n","awesome-llm-apps 是一个集成了100多个可运行的AI代理和RAG应用程序的项目。它支持多种类型的AI代理，包括多代理团队、MCP代理、语音代理等，并且兼容Claude、Gemini、OpenAI、xAI、Qwen、Llama等多个主流大模型平台。用户可以轻松克隆、自定义并部署这些应用。该项目采用Python语言编写，具有良好的扩展性和灵活性，适合需要快速构建和部署AI应用的开发者或企业使用。此外，项目还提供了详细的分步教程，帮助用户更好地理解和使用这些工具。",2,"2026-06-17 02:33:54","top_all"]