# Awesome LLM Apps **100+ open-source AI agents, agent skills, and RAG apps. Hand-built, tested end-to-end, Apache-2.0.** Clone it, ship it, sell it - 100% free and open-source Works with Claude, Gemini, GPT, DeepSeek, Llama, Qwen and other open-source models. **[Step-by-step tutorials on Unwind AI](https://www.theunwindai.com)** ยท **[Quick start](#-run-one-now)** ยท **[Browse all templates](#-browse-all-templates)** Featured on Trendshift as the #1 repository of the day
Project Graveyard: an agent that autopsies your dead side projects Project Graveyard Insurance Claim Live Agent Team: voice claims settled in real time Insurance Claim Live Agent Team AI Fraud Investigation Agent: public records, cross-examined AI Fraud Investigation Agent
Self-Improving Agent Skills: skills that rewrite themselves against evals Self-Improving Agent Skills AI Home Renovation Agent: photo in, photoreal redesign out AI Home Renovation Agent Always-on HN Briefing Agent: it reads Hacker News while you sleep Always-on HN Briefing Agent
## ๐Ÿš€ Run one now Give your coding agent a new skill in 10 seconds: ```bash npx skills add https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/agent_skills/project-graveyard ``` Then ask it: *"why do I never finish my side projects?"* Or clone and run any agent in 30 seconds: ```bash 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 ``` > ๐Ÿ“ฌ New templates drop weekly. [Get them in your inbox on Unwind AI](https://www.theunwindai.com). ## ๐Ÿ“‚ Browse all templates ### ๐Ÿงฉ Agent Skills *Give your coding agent new abilities. One command to install, plain English to use. Every skill ships real code and passes a security + eval CI gate. Works with Claude Code, Codex, Cursor, and other coding agents. [Browse all skills โ†’](agent_skills/)* * [โšฐ๏ธ Project Graveyard](agent_skills/project-graveyard/) - Finds every side project you abandoned, tells you why each one died, and helps you finish the one worth going back to * [๐Ÿ‘๏ธ First Reader](agent_skills/first-reader/) - Simulates real readers going through your draft and reports where they lose interest, where they stop reading, and what they remember afterward, without rewriting a word * [๐Ÿ”ญ Scope Creep Detector](agent_skills/scope-creep-detector/) - Checks whether a diff grew beyond its stated intent and recommends what to keep, split, or justify * [๐Ÿบ Commit Archaeologist](agent_skills/commit-archaeologist/) - Reconstructs why a file or code region exists from its introducing commit, later edits, co-changes, and intent clues * [๐Ÿฉบ Dependency Doctor](agent_skills/dependency-doctor/) - Checks a dependency manifest for standard-library pins, obsolete backports, unpinned entries, duplicate constraints, and yanked releases * [๐Ÿง  Advisor Orchestrator Worker](agent_skills/advisor-orchestrator-worker/) - Meta Loop with Claude Fable 5.1 as advisor, GPT-6 Astra as orchestrator, and Gemini 3.8 Flash as worker * [๐ŸŽ™๏ธ Thinking Out Loud](agent_skills/thinking-out-loud/) - Echoes a voice ramble back as a scannable brief, with the model's guesses quarantined and your reversals flagged * [โ™พ๏ธ Self-Improving Agent Skills](agent_skills/self-improving-agent-skills/) - Automatically optimize agent skills using Gemini and ADK ### ๐Ÿ› ๏ธ Standalone Apps & Tools *Standalone web apps, creative tools, and browser extensions for everyday workflows.* * [โœ๏ธ Excaliflow - Hand-Drawn Diagrams with Live Animated Flows](advanced_llm_apps/excaliflow/) - Sketch system architectures and AI agent workflows on an Excalidraw-style canvas with live animated arrows and video export * [๐Ÿชก Needle - A New Way to Find](advanced_llm_apps/needle/) - Search webpages by meaning and highlight the strongest source sentence, using a Chrome extension powered by TypeSafe Jev * [๐ŸŒ€ Ripple - Change One Thing, Find What Else Needs to Change](advanced_llm_apps/ripple/) - Find related inconsistencies and suggested fixes as you edit a Google Doc, using TypeSafe Jev and Gemini ### ๐ŸŒฑ Starter AI Agents *Single-file agents that run with just an API key - a great place to start.* * [๐ŸŽ™๏ธ AI Blog to Podcast Agent](starter_ai_agents/ai_blog_to_podcast_agent/) - Turn any blog URL into a narrated podcast episode * [โค๏ธโ€๐Ÿฉน AI Breakup Recovery Agent](starter_ai_agents/ai_breakup_recovery_agent/) - An agent team that talks you through the post-breakup spiral * [๐Ÿ“Š AI Data Analysis Agent](starter_ai_agents/ai_data_analysis_agent/) - Ask questions of any CSV or Excel file in plain English * [๐Ÿฉป AI Medical Imaging Agent](starter_ai_agents/ai_medical_imaging_agent/) - Diagnostic analysis of X-rays and scans with Gemini * [๐Ÿ˜‚ AI Meme Generator Agent (Browser)](starter_ai_agents/ai_meme_generator_agent_browseruse/) - Makes memes by driving a real browser, not an image API * [๐ŸŽต AI Music Generator Agent](starter_ai_agents/ai_music_generator_agent/) - Prompt in, MP3 track out * [๐Ÿ›ซ AI Travel Agent (Local & Cloud)](starter_ai_agents/ai_travel_agent/) - Personalized day-by-day travel itineraries * [๐Ÿ’ธ AI x402 Paying Agent](starter_ai_agents/ai_x402_paying_agent/) - An agent with a wallet that pays per-call for the data it needs โ€” no API keys * [โœจ Gemini Multimodal Agent](starter_ai_agents/multimodal_ai_agent/) - Video analysis plus web search in one agent * [๐Ÿ”„ Mixture of Agents](starter_ai_agents/mixture_of_agents/) - Multiple LLMs answer, one aggregates the best response * [๐Ÿ“Š xAI Finance Agent](starter_ai_agents/xai_finance_agent/) - Real-time stock analysis powered by Grok * [๐Ÿ” OpenAI Research Agent](starter_ai_agents/openai_research_agent/) - Multi-agent topic research with the OpenAI Agents SDK * [๐Ÿ•ธ๏ธ Web Scraping AI Agent](starter_ai_agents/web_scraping_ai_agent/) - Describe what to extract and the agent scrapes it ### ๐Ÿš€ Advanced AI Agents *Production-style agents with tools, memory, and multi-step reasoning.* * [๐Ÿš๏ธ ๐ŸŒ AI Home Renovation Agent with Nano Banana Pro](advanced_ai_agents/multi_agent_apps/ai_home_renovation_agent) - Photos of your space in, renovation plan and photorealistic renders out * [๐Ÿง  DevPulse AI - Multi-Agent Signal Intelligence](advanced_ai_agents/multi_agent_apps/devpulse_ai/) - Aggregates and scores technical signals into a daily intelligence digest * [๐Ÿ” AI Deep Research Agent](advanced_ai_agents/single_agent_apps/ai_deep_research_agent/) - Comprehensive web research with the OpenAI Agents SDK and Firecrawl * [๐Ÿ“Š AI VC Due Diligence Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_vc_due_diligence_agent_team) - Multi-agent startup investment analysis with Gemini 3 * [๐Ÿ”ฌ AI Research Planner & Executor (Google Interactions API)](advanced_ai_agents/single_agent_apps/research_agent_gemini_interaction_api) - Multi-phase research with stateful conversations and auto-generated infographics * [๐Ÿค AI Consultant Agent](advanced_ai_agents/single_agent_apps/ai_consultant_agent) - Market analysis and strategy recommendations with live web research * [๐Ÿ—๏ธ AI System Architect Agent](advanced_ai_agents/single_agent_apps/ai_system_architect_r1/) - Architecture reviews using DeepSeek R1 reasoning plus Claude * [๐Ÿ’ฐ AI Financial Coach Agent](advanced_ai_agents/multi_agent_apps/ai_financial_coach_agent/) - Personalized budget, debt, and savings analysis * [๐ŸŽฌ AI Movie Production Agent](advanced_ai_agents/single_agent_apps/ai_movie_production_agent/) - Script drafts and casting ideas from a one-line movie concept * [๐Ÿ“ˆ AI Investment Agent](advanced_ai_agents/single_agent_apps/ai_investment_agent/) - Stock comparison reports built on Yahoo Finance data * [๐Ÿ“ก Earnings Call Analyst Agent](advanced_ai_agents/single_agent_apps/earnings_call_analyst_agent/) - Turns YouTube earnings calls into a playback-synced analyst workspace * [๐Ÿ‹๏ธโ€โ™‚๏ธ AI Health & Fitness Agent](advanced_ai_agents/single_agent_apps/ai_health_fitness_agent/) - Tailored diet and workout plans from your goals * [๐Ÿš€ AI Product Launch Intelligence Agent](advanced_ai_agents/multi_agent_apps/product_launch_intelligence_agent) - Go-to-market intelligence on competitor launches * [๐Ÿ” AI Fraud Investigation Agent](advanced_ai_agents/single_agent_apps/ai_fraud_investigation_agent/) - Cross-references public records to flag facilities that don't add up * [๐Ÿ—ž๏ธ AI Journalist Agent](advanced_ai_agents/single_agent_apps/ai_journalist_agent/) - Researches, writes, and edits articles on any topic * [๐Ÿง  AI Mental Wellbeing Agent](advanced_ai_agents/multi_agent_apps/ai_mental_wellbeing_agent/) - A coordinated agent team for mental health support plans * [๐Ÿ“‘ AI Meeting Agent](advanced_ai_agents/single_agent_apps/ai_meeting_agent/) - Context, industry insights, and strategy briefs before you walk in * [๐Ÿงฌ AI Self-Evolving Agent](advanced_ai_agents/multi_agent_apps/ai_self_evolving_agent/) - Agents that rewrite their own workflows with EvoAgentX * [๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ผ AI Sales Intelligence Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_sales_intelligence_agent_team) - Generates competitive sales battle cards in real time * [๐ŸŽง AI Social Media News and Podcast Agent](advanced_ai_agents/multi_agent_apps/ai_news_and_podcast_agents/) - Curates your trusted sources into briefs and generated podcasts * [๐ŸŒ Openwork - Open Browser Automation Agent](https://github.com/accomplish-ai/coworker) โ†— external - Open-source agent that operates a real browser * [๐Ÿ›ก๏ธ Trust-Gated Multi-Agent Research Team](advanced_ai_agents/multi_agent_apps/trust_gated_agent_team/) - Every agent verified, every action in a hash-chained audit trail ### ๐Ÿ›ฐ๏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.* * [๐Ÿ“ฐ Always-on Hacker News Briefing Agent](always_on_agents/always_on_hn_briefing_agent/) - A scheduled scout that ships a ranked daily brief to Slack or email * [๐Ÿ“ก Release Radar Agent](always_on_agents/release_radar_agent/) - Watches dependency releases and briefs you on breaking, deprecated, security, and major-version changes ### ๐Ÿค Multi-agent Teams *Multiple agents collaborating to accomplish complex, cross-domain tasks.* * [๐Ÿงฒ AI Competitor Intelligence Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_competitor_intelligence_agent_team/) - Structured competitor teardowns built from their own websites * [๐Ÿ’ฒ AI Finance Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_finance_agent_team/) - A financial analyst team in 20 lines of Python * [๐ŸŽจ AI Game Design Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_game_design_agent_team/) - Full game concepts from a swarm of design specialists * [๐Ÿงญ AG2 Adaptive Research Team](advanced_ai_agents/multi_agent_apps/agent_teams/ag2_adaptive_research_team/) - Agent teamwork with routing and fallback, built on AG2 * [๐Ÿ‘จโ€โš–๏ธ AI Legal Agent Team (Cloud & Local)](advanced_ai_agents/multi_agent_apps/agent_teams/ai_legal_agent_team/) - Research, contract analysis, and strategy from a full legal bench * [๐Ÿ’ผ AI Recruitment Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_recruitment_agent_team/) - Resume screening to interview scheduling, end to end * [๐Ÿ  AI Real Estate Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_real_estate_agent_team) - Property search, market analysis, and recommendations * [๐Ÿ‘จโ€๐Ÿ’ผ AI Services Agency (CrewAI)](advanced_ai_agents/multi_agent_apps/agent_teams/ai_services_agency/) - A digital agency that scopes and plans your software project * [๐Ÿ‘จโ€๐Ÿซ AI Teaching Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_teaching_agent_team/) - A faculty of agents that builds your complete learning path * [๐Ÿ’ป Multimodal Coding Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_coding_agent_team/) - Snap a photo of a coding problem, get a sandboxed solution * [โœจ Multimodal Design Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_design_agent_team/) - Design critiques from a Gemini-powered expert panel * [๐ŸŽจ ๐ŸŒ Multimodal UI/UX Feedback Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_uiux_feedback_agent_team/) - Landing page feedback plus an auto-generated improved version * [๐ŸŒ AI Travel Planner Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_travel_planner_agent_team/) - A complete trip itinerary, crafted by a team * [โš–๏ธ LLM Panel Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/llm_panel_agent_team/) - Three vendors review the same diff blind, then argue it out anonymously ### ๐Ÿ—ฃ๏ธ Voice AI Agents *Speech-in, speech-out agents using real-time voice APIs.* * [๐Ÿ—ฃ๏ธ AI Audio Tour Agent](voice_ai_agents/ai_audio_tour_agent/) - Self-guided audio tours from your location, interests, and pace * [๐Ÿ“ž Customer Support Voice Agent](voice_ai_agents/customer_support_voice_agent/) - Voice answers grounded in your own docs * [๐Ÿ›ก๏ธ Insurance Claim Live Agent Team](voice_ai_agents/insurance_claim_live_agent_team/) - Voice claim intake on Gemini 3.8 Live that writes a field notebook, looks at damage through the webcam, and sketches the incident * [๐Ÿ”Š Voice RAG Agent (OpenAI SDK)](voice_ai_agents/voice_rag_openaisdk/) - Ask your PDFs questions, hear the answers * [๐ŸŽ™๏ธ OpenSource Voice Dictation Agent (Wispr Flow clone)](https://github.com/akshayaggarwal99/jarvis-ai-assistant) โ†— external - Open-source dictation that types where you talk ### ๐Ÿ–ผ๏ธ Generative UI and Agentic Frontends *Agents that render interactive UI components, not just text: forms, cards, charts, editable plans.* * [๐Ÿ—‚๏ธ Generative UI Starter Project](generative_ui_agents/generative-ui-starter-project/) - A chat-driven kanban board you and the agent work together * [๐Ÿช™ AI Financial Coach Agent](generative_ui_agents/ai-financial-coach-agent/) - Budget, savings, and debt plans rendered as interactive cards * [๐Ÿ“Š AI Dashboard Canvas Agent](generative_ui_agents/ai-dashboard-canvas-agent/) - Describe a dashboard in chat, charts assemble on a live canvas * [๐Ÿ› ๏ธ AI MCP App Builder](generative_ui_agents/ai-mcp-app-builder/) - Describe an MCP app, get a live sandboxed instance back * [โœˆ๏ธ MCP Apps Generative UI Showcase](generative_ui_agents/mcp-apps-generative-ui-showcase/) - MCP apps that render real interactive UI, flight search included * [๐ŸŽ›๏ธ AI Shadcn Component Generator](generative_ui_agents/ai-shadcn-component-generator/) - Chat your way to production-ready shadcn components * [๐Ÿ” AI Deep Research Agent](generative_ui_agents/ai-deep-research-agent/) - Research where every tool call renders as a live workspace card ### ๐ŸŽฎ Autonomous Game-Playing Agents *Agents that play games end-to-end: reasoning, strategy, and action.* * [๐ŸŽฎ AI 3D Pygame Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_3dpygame_r1/) - DeepSeek R1 writes PyGame code, browser agents run it live * [โ™œ AI Chess Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_chess_agent/) - Agent White vs Agent Black with validated moves * [๐ŸŽฒ AI Tic-Tac-Toe Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_tic_tac_toe_agent/) - Two different LLMs battle it out, move by move ### โ™พ๏ธ MCP AI Agents *Agents that connect to external tools and data via Model Context Protocol.* * [โ™พ๏ธ Browser MCP Agent](mcp_ai_agents/browser_mcp_agent/) - Drive a real browser with natural language over MCP * [๐Ÿ™ GitHub MCP Agent](mcp_ai_agents/github_mcp_agent/) - Explore and analyze any repo in plain English * [๐Ÿ“‘ Notion MCP Agent](mcp_ai_agents/notion_mcp_agent) - Talk to your Notion pages from the terminal * [๐ŸŒ AI Travel Planner MCP Agent](mcp_ai_agents/ai_travel_planner_mcp_agent_team) - Itineraries built on live Airbnb and Google Maps data * [๐Ÿ”€ Multi-MCP Agent Router](mcp_ai_agents/multi_mcp_agent_router/) - Specialist agents, each wired to its own MCP server * [๐Ÿ”Œ OpenAI Remote MCP Tool Bridge](mcp_ai_agents/openai_remote_mcp_bridge/) - Connect OpenAI function calling directly to a remote MCP server ### ๐Ÿ“€ RAG (Retrieval Augmented Generation) *Retrieval pipelines, from simple chains to agentic and multi-source.* * [๐Ÿ”ฅ Agentic RAG with Embedding Gemma](rag_tutorials/agentic_rag_embedding_gemma) - Fully local agentic RAG with EmbeddingGemma and Llama 3.2 * [๐Ÿง Agentic RAG with Reasoning](rag_tutorials/agentic_rag_with_reasoning/) - Watch the agent's step-by-step reasoning as it retrieves * [๐Ÿ“ฐ AI Blog Search (RAG)](rag_tutorials/ai_blog_search/) - Agentic search over blog content, built on LangGraph * [๐Ÿ” Autonomous RAG](rag_tutorials/autonomous_rag/) - GPT-4o answers from your PDFs, falls back to web search * [๐Ÿ”„ Contextual AI RAG Agent](rag_tutorials/contextualai_rag_agent/) - Managed RAG: datastore to grounded chat in minutes * [๐Ÿ”„ Corrective RAG (CRAG)](rag_tutorials/corrective_rag/) - Retrieval that grades itself and retries before answering * [๐Ÿ“Ž Typed Agentic RAG with Pydantic AI](rag_tutorials/agentic_typed_rag_pydanticai/) - Validated answers with exact citations, or a refusal when evidence is weak * [๐Ÿ‹ Deepseek Local RAG Agent](rag_tutorials/deepseek_local_rag_agent/) - Local DeepSeek reasoning over your own documents * [๐Ÿค” Gemini Agentic RAG](rag_tutorials/gemini_agentic_rag/) - Query rewriting and web fallback with Gemini Flash Thinking * [๐Ÿ‘€ Hybrid Search RAG (Cloud)](rag_tutorials/hybrid_search_rag/) - Keyword plus vector search feeding Claude * [๐Ÿ”„ Llama 3.1 Local RAG](rag_tutorials/llama3.1_local_rag/) - Chat with any webpage, fully offline * [๐Ÿ–ฅ๏ธ Local Hybrid Search RAG](rag_tutorials/local_hybrid_search_rag/) - Hybrid search with everything running on your machine * [๐Ÿงฌ Multimodal Agentic RAG](rag_tutorials/multimodal_agentic_rag/) - Text, PDFs, images, audio, and video, answered with citations * [๐Ÿฆ™ Local RAG Agent](rag_tutorials/local_rag_agent/) - Llama 3.2 and Qdrant, no API keys required * [๐Ÿงฉ RAG-as-a-Service](rag_tutorials/rag-as-a-service/) - A production RAG service in under 50 lines * [โœจ RAG Agent with Cohere](rag_tutorials/rag_agent_cohere/) - Command R7B retrieval with web-search fallback * [โ›“๏ธ Basic RAG Chain](rag_tutorials/rag_chain/) - The minimal retrieval pipeline, applied to pharma research * [๐Ÿ“  RAG with Database Routing](rag_tutorials/rag_database_routing/) - Routes each question to the right database automatically * [๐Ÿ–ผ๏ธ Vision RAG](rag_tutorials/vision_rag/) - Ask questions about images and PDF pages with Embed-4 * [๐Ÿฉบ RAG Failure Diagnostics Clinic](rag_tutorials/rag_failure_diagnostics_clinic/) - Find out why your RAG pipeline is wrong, systematically * [๐Ÿ•ธ๏ธ Knowledge Graph RAG with Citations](rag_tutorials/knowledge_graph_rag_citations/) - Multi-hop answers with verifiable source attribution ### ๐Ÿ’พ LLM Apps with Memory *Agents and chatbots that remember conversations and user state across sessions.* * [๐Ÿ’พ AI ArXiv Agent with Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/ai_arxiv_agent_memory/) - Paper search that remembers your research interests * [๐Ÿ›ฉ๏ธ AI Travel Agent with Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/ai_travel_agent_memory/) - A travel assistant that remembers your preferences * [๐Ÿ’ฌ Llama3 Stateful Chat](advanced_llm_apps/llm_apps_with_memory_tutorials/llama3_stateful_chat/) - Session-persistent chat with Llama 3 * [๐Ÿ“ LLM App with Personalized Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/llm_app_personalized_memory/) - A chatbot that keeps context across conversations * [๐Ÿ—„๏ธ Local ChatGPT Clone with Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/local_chatgpt_with_memory/) - Fully local, with a personal memory per user * [๐Ÿง  Multi-LLM Application with Shared Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/multi_llm_memory/) - Different models, one shared conversation memory ### ๐Ÿ’ฌ Chat with X *Turn any data source into a chat interface.* * [๐Ÿ’ฌ Chat with GitHub (GPT & Llama3)](advanced_llm_apps/chat_with_X_tutorials/chat_with_github/) - Any repo, answered in 30 lines of RAG * [๐Ÿ“จ Chat with Gmail](advanced_llm_apps/chat_with_X_tutorials/chat_with_gmail/) - Ask your inbox questions * [๐Ÿ“„ Chat with PDF (GPT & Llama3)](advanced_llm_apps/chat_with_X_tutorials/chat_with_pdf/) - The classic, in 30 lines of Python * [๐Ÿ“š Chat with Research Papers (ArXiv) (GPT & Llama3)](advanced_llm_apps/chat_with_X_tutorials/chat_with_research_papers/) - Explore arXiv conversationally with GPT-4o * [๐Ÿ“ Chat with Substack](advanced_llm_apps/chat_with_X_tutorials/chat_with_substack/) - Chat with any newsletter's archive * [๐Ÿ“ฝ๏ธ Chat with YouTube Videos](advanced_llm_apps/chat_with_X_tutorials/chat_with_youtube_videos/) - Ask videos questions via their transcripts ### ๐ŸŽฏ LLM Optimization Tools *Reduce token usage, context size, and API cost without losing quality.* * [๐ŸŽฏ Toonify Token Optimization](advanced_llm_apps/llm_optimization_tools/toonify_token_optimization/) - Reduce LLM API costs by 30-60% using TOON format * [๐Ÿง  Headroom Context Optimization](advanced_llm_apps/llm_optimization_tools/headroom_context_optimization/) - Reduce LLM API costs by 50-90% ### ๐Ÿ”ง LLM Fine-tuning *End-to-end fine-tuning recipes for open-source models.* * [๐Ÿฆฅ Gemma 3 Fine-tuning](advanced_llm_apps/llm_finetuning_tutorials/gemma3_finetuning/) - 4-bit LoRA with Unsloth, small and readable * [๐Ÿฆ™ Llama 3.2 Fine-tuning](advanced_llm_apps/llm_finetuning_tutorials/llama3.2_finetuning/) - Fine-tune in 30 lines, free on Colab ### ๐Ÿง‘โ€๐Ÿซ AI Agent Framework Crash Courses *Deep-dive tutorials on the major agent frameworks.* * [Google ADK Crash Course](ai_agent_framework_crash_course/google_adk_crash_course/) - Starter agent, structured outputs, tools (built-in, function, third-party, MCP), memory, callbacks, plugins, and multi-agent patterns. Model-agnostic. * [OpenAI Agents SDK Crash Course](ai_agent_framework_crash_course/openai_sdk_crash_course/) - Starter agent, function calling, structured outputs, tools, memory, evaluation, handoffs, swarm orchestration, and routing logic. ---
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