Merge pull request #190 from zou-group/pan/chameleon

added textgrad for chameleon

Author: vinid

examples/notebooks/chameleon/README.md

@@ -0,0 +1,29 @@
+
+
+## TextGrad Optimization for the Agentic System Chameleon
+
+Here, we provide the notebook examples for the agentic system [Chameleon](https://arxiv.org/abs/2304.09842).
+
+Chameleon is a complex AI system that can plan, execute, and reason about a sequence of tools to answer a question. TextGrad is used to optimize the long chain of reasoning steps in Chameleon in an interactive self-improvement loop.
+
+One example is provided: [TextGrad_Chemeleon_ScienceQA.ipynb](TextGrad_Chemeleon_ScienceQA.ipynb).
+
+## Install the required packages
+
+Install the required packages using the following commands:
+
+```sh
+conda create --name textgrad
+conda activate textgrad
+cd textgrad
+pip install -e .
+pip install matplotlib
+pip install easyocr
+```
+
+Also install:
+```sh
+sudo apt install graphviz
+```
+
+For more installation instructions, please refer to the [installation instructions](https://github.com/zou-group/textgrad?tab=readme-ov-file#installation) in the [textgrad](https://github.com/zou-group/textgrad) repository.