LLM Applications
LLM Applications
Build production-ready applications powered by large language models
LLM Applications
Build practical applications that leverage the power of large language models. From simple chatbots to complex content generation systems.
Projects
Beginner
| Project | Description | Time |
|---|---|---|
| Simple Chatbot | Build a conversational AI with memory | ~2 hours |
| Text Summarizer | Automatic document summarization | ~2 hours |
| Sentiment Analyzer | Analyze text sentiment and emotions | ~2 hours |
Intermediate
| Project | Description | Time |
|---|---|---|
| Code Assistant | AI-powered coding helper | ~4 hours |
| Content Generator | Generate marketing and blog content | ~4 hours |
| Data Extractor | Extract structured data from text | ~4 hours |
Advanced
| Project | Description | Time |
|---|---|---|
| Multi-Model Router | Route requests to optimal models | ~3 days |
| Fine-Tuning Pipeline | Custom model training workflow | ~4 days |
| Evaluation Framework | Automated LLM testing system | ~3 days |
Key Concepts
- Prompt engineering and optimization
- Token management and cost control
- Streaming responses
- Function calling and tool use
- Output parsing and validation