Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
LiteLLM¶
LiteLLM is an open source AI Gateway that gives you a single, unified interface to call 100+ LLM providers — OpenAI, Anthropic, Gemini, Bedrock, Azure, and more — using the OpenAI format.
TextGrad¶
TextGrad is a powerful framework building automatic ``differentiation’’ via text. TextGrad implements backpropagation through text feedback provided by LLMs, strongly building on the gradient metaphor.