TextGrad: dynamic optimization of your LLM
Summary This post aims to be a comprehensive tutorial on Textgrad.
Textgrad enables the optimization of LLM’s using their text responses.
This will be part of SmartAnswer the ultimate LLM query tool which I will be blogging about shortly.
Why TextGrad? Brings Gradient Descent to LLMs – Instead of numerical gradients, TextGrad leverages textual feedback to iteratively improve outputs. Automates Prompt Optimization – Eliminates the guesswork in refining LLM prompts. Works with Any LLM – From OpenAI’s GPT to local models like Ollama.