What is Awesome LLM Apps — 50+ AI App Recipes with Source Code?

Curated collection of 50+ production-ready AI application examples with full source code. RAG chatbots, AI agents, multi-model apps, and more. Each recipe is a complete, runnable project. 6,000+ stars.

Is Awesome LLM Apps — 50+ AI App Recipes with Source Code free to use?

Yes. Awesome LLM Apps — 50+ AI App Recipes with Source Code is freely available on TokRepo. Check the Source & Thanks section on the asset page for the specific open-source license.

How do I install Awesome LLM Apps — 50+ AI App Recipes with Source Code?

Visit the asset page on TokRepo and click "Copy for agent" to get the installation instructions. Most assets can be installed with a single command.

Awesome LLM Apps — 50+ AI App Recipes with Source Code

Recipe Categories

RAG Applications

Recipe	Description	Stack
RAG Chatbot	Chat with your documents	LangChain + ChromaDB
Multi-PDF QA	Ask questions across PDFs	LlamaIndex + Qdrant
Web RAG	Search and summarize websites	Crawl4AI + Claude
SQL RAG	Natural language to database	Text2SQL + PostgreSQL

AI Agents

Recipe	Description	Stack
Research Agent	Autonomous web research	CrewAI + Tavily
Code Review Agent	Automated PR review	Claude + GitHub API
Data Analysis Agent	Analyze CSVs with AI	PandasAI + GPT-4
Customer Support Bot	Intent detection + routing	LangGraph + Claude

Multi-Model Apps

Recipe	Description	Stack
Model Router	Route to cheapest model	OpenRouter + FastAPI
A/B Testing	Compare model outputs	Promptfoo + 3 models
Ensemble	Combine multiple model answers	Voting + aggregation

Specialized

Recipe	Description	Stack
Voice Assistant	Speech-to-text + LLM + TTS	Whisper + Claude + ElevenLabs
Image Analyzer	Describe and analyze images	Claude Vision + Streamlit
Email Writer	Context-aware email drafts	Claude + Gmail API
Meeting Summarizer	Transcribe + summarize	Whisper + Claude

Each Recipe Includes

recipe-name/
├── README.md          # Setup instructions
├── requirements.txt   # Dependencies
├── app.py            # Main application
├── config.py         # Configuration
├── .env.example      # Required API keys
└── tests/            # Basic tests

Key Stats

6,000+ GitHub stars
50+ complete recipes
10+ categories
Full source code (not snippets)
Active maintenance and new recipes weekly

FAQ

Q: What is Awesome LLM Apps? A: A collection of 50+ production-ready AI application examples with complete, runnable source code covering RAG, agents, multi-model apps, and specialized AI tools.

Q: Is Awesome LLM Apps free? A: Yes, all recipes are open-source under MIT license. Some recipes require paid API keys.

Q: Can I use these recipes in production? A: Yes, recipes are designed as production starting points. Add your own error handling, authentication, and scaling as needed.