Quantization LLM with LLM to analysis CSV data. This is completly local deployed model to prevent data lakage issue.
This is a exmpale usage of Quantizatied LLM with CSV agent implementation to perform data analysis in natural lanaguage.
Wizardcoder-python-34b from huggingface is used as base LLM for the agent.
Pandasai will use the LLM to generate python code to for data analysis, the screen shot below is an exmple code generation for making a scatter plot by matplotlib. The prompt is "make a scatter plot of sepallength vs sepalwidth color by class".
