Technical essay
Building LLM Agents From Scratch: Crafting a Dynamic NLP Data Generator
A practical walkthrough of an LLM-based synthetic data generator with learning, creation, and validation stages.
- llm-agents
- synthetic-data
- nlp
- python
This project builds a small LLM-powered synthetic data generation agent in three stages: learn patterns from existing samples, create new examples, and validate that the generated data matches the intended class.
The published version includes the complete Python implementation and a worked example.