# Awesome LLM Apps

## Docs

- [Chat with X Tutorials](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/advanced/chat-with-x.md): Build RAG applications to chat with PDFs, GitHub repos, Gmail, YouTube videos, and more
- [LLM Fine-Tuning Tutorials](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/advanced/fine-tuning.md): Fine-tune Llama 3.2 and Gemma 3 models using parameter-efficient techniques with Unsloth
- [LLM Optimization Tools](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/advanced/llm-optimization.md): Reduce LLM API costs by 30-90% with token optimization and context compression techniques
- [Memory Management in LLM Apps](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/advanced/memory-management.md): Build intelligent LLM applications with persistent memory using Mem0 and vector stores
- [Coding Skills](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/agent-skills/coding-skills.md): Agent skills for software development, code review, debugging, and programming expertise
- [Creating Agent Skills](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/agent-skills/creating-skills.md): Learn how to create your own agent skills following the AgentSkills.io specification
- [Agent Skills Overview](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/agent-skills/overview.md): Learn about Agent Skills - packaged instructions that extend AI agent capabilities
- [Planning Skills](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/agent-skills/planning-skills.md): Agent skills for project planning, sprint management, and strategic decision-making
- [Research Skills](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/agent-skills/research-skills.md): Agent skills for deep research, fact-checking, and academic analysis
- [Writing Skills](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/agent-skills/writing-skills.md): Agent skills for technical writing, content creation, and editing
- [Advanced AI Agents](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/ai-agents/advanced-agents.md): Complex agent implementations with sophisticated capabilities
- [Autonomous Game Playing Agents](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/ai-agents/game-playing-agents.md): AI agents that play strategic games using multi-agent architectures and adversarial learning
- [MCP AI Agents](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/ai-agents/mcp-agents.md): Agents built on Model Context Protocol for seamless external service integration
- [Multi-Agent Teams](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/ai-agents/multi-agent-teams.md): Coordinated teams of specialized agents working together on complex workflows
- [AI Agents Overview](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/ai-agents/overview.md): Explore the comprehensive collection of AI agents in Awesome LLM Apps
- [Starter AI Agents](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/ai-agents/starter-agents.md): Single-agent applications for learning agent fundamentals
- [Voice AI Agents](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/ai-agents/voice-agents.md): Voice-enabled agents with text-to-speech capabilities for immersive interactions
- [Agent Patterns](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/api/agent-patterns.md): Common architectural patterns for building AI agents
- [API Keys](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/api/api-keys.md): Managing API keys for different LLM providers
- [Environment Setup](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/api/environment-setup.md): Configure your development environment for LLM applications
- [Memory Patterns](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/api/memory-patterns.md): Patterns for managing agent memory and conversation state
- [Model Configuration](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/api/model-configuration.md): Configure and use different LLM models across providers
- [RAG Patterns](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/api/rag-patterns.md): Common patterns and architectures for RAG systems
- [Tool Integration](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/api/tool-integration.md): Patterns for integrating tools and APIs with AI agents
- [AI Data Analysis Agent](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/ai-data-analysis.md): Build an intelligent data analyst that queries CSV and Excel files using natural language powered by GPT-4o and DuckDB
- [AI Music Generator Agent](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/ai-music-generator.md): Generate custom music tracks in MP3 format using ModelsLab API and OpenAI GPT-4o
- [OpenAI Research Agent](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/ai-research-agent.md): Build a multi-agent research system that generates comprehensive reports using OpenAI Agents SDK
- [AI Travel Agent](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/ai-travel-agent.md): Build an intelligent travel planning agent that generates personalized itineraries with OpenAI GPT-4o
- [Autonomous RAG](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/autonomous-rag.md): Self-directed retrieval agent with reasoning and adaptive retrieval strategies
- [Basic RAG Chain](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/basic-rag-chain.md): Learn how to build a basic RAG chain with document loading, embedding, and retrieval
- [Corrective RAG (CRAG)](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/corrective-rag.md): Self-evaluating retrieval system with fallback strategies for improved accuracy
- [AI Deep Research Agent](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/deep-research-agent.md): Build a powerful research assistant using OpenAI Agents SDK and Firecrawl for comprehensive web research
- [AI Finance Agent Team](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/finance-agent-team.md): Build a collaborative financial analyst team using GPT-4 with web search and real-time market data capabilities
- [AI Game Design Agent Team](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/game-design-team.md): Build a collaborative game design system with specialized AI agents using AG2 swarm orchestration
- [Knowledge Graph RAG](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/knowledge-graph-rag.md): Graph-based retrieval with relationship tracking and citation support
- [AI Legal Agent Team](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/legal-agent-team.md): Build a full-service legal team using specialized AI agents for document analysis, research, and strategic planning
- [AI Mental Wellbeing Agent](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/mental-wellbeing-agent.md): Build a supportive mental health assessment system using AG2 swarm orchestration with specialized therapeutic agents
- [Vision RAG](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/vision-rag.md): Multimodal RAG system for processing images and visual documents
- [Web Scraping AI Agent](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/examples/web-scraping-agent.md): Extract structured data from websites using natural language prompts with ScrapeGraph AI
- [Google ADK Crash Course](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/frameworks/google-adk.md): Comprehensive tutorial series for mastering Google Agent Development Kit
- [OpenAI Agents SDK Crash Course](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/frameworks/openai-sdk.md): Complete tutorial series for mastering OpenAI Agents SDK from basics to production
- [Framework Crash Courses](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/frameworks/overview.md): Master AI agent frameworks through comprehensive tutorials and hands-on examples
- [Installation Guide](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/installation.md): Comprehensive installation instructions for all Awesome LLM Apps project types
- [Introduction](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/introduction.md): A curated collection of production-ready LLM applications with RAG, AI Agents, Multi-agent Teams, MCP, and Voice Agents
- [Quick Start](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/quickstart.md): Get up and running with Awesome LLM Apps in under 5 minutes
- [Advanced RAG Techniques](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/rag/advanced-techniques.md): Corrective RAG, hybrid search, knowledge graphs, and multi-hop reasoning
- [Agentic RAG](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/rag/agentic-rag.md): RAG systems with reasoning, tool usage, and autonomous capabilities
- [Basic RAG Patterns](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/rag/basic-rag.md): Fundamental RAG implementations with vector stores and embeddings
- [Local RAG with Ollama](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/rag/local-rag.md): Privacy-focused RAG implementations using local models and vector databases
- [RAG Applications Overview](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/rag/overview.md): Understanding Retrieval-Augmented Generation architecture and implementations

## OpenAPI Specs

- [openapi](https://mintlify.wiki/Shubhamsaboo/awesome-llm-apps/api-reference/openapi.json)