LLM & ML Development

Frameworks

• LLM: LangChain, transformers
• Data: pandas, numpy
• API: FastAPI with Pydantic

Configuration Management

• Use Hydra or YAML for experiment configs
• Keep configs version-controlled
• Separate dev/staging/prod configurations