README.md

Import basis libraries

import pandas as pd import pandasai as pdai from pandasai import PandasAI

from pandasai.llm.starcoder import Starcoder

Define List of Models

models = {"Starcoder": Starcoder}

#@title Select Model to Run model_to_run = 'Starcoder' #@param [ "Starcoder", "Open-Assistant"] #print(f"Enter API for {model_to_run} platform")

Enter API Key

API_KEY = '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'#@param {type:"string"} pd.DataFrame({ "country": ["United States", "United Kingdom", "France", "Germany", "Italy", "Spain", "Canada", "Australia", "Japan", "China"], "gdp": [21400000, 2940000, 2830000, 3870000, 2160000, 1350000, 1780000, 1320000, 516000, 14000000], "happiness_index": [7.3, 7.2, 6.5, 7.0, 6.0, 6.3, 7.3, 7.3, 5.9, 5.0]

Model Initialisation

llm = modelsmodel_to_run pandas_ai = PandasAI(llm, conversational=False, verbose=True)

Enter Prompt related to data or Select from Pre-defined for demo purposes.

prompt = 'Plot the histogram of countries showing for each the gpd, using different colors for each bar' #@param [ "What is the relation between GDP and Happines Index", "Plot the histogram of countries showing for each the gpd, using different colors for each bar", "GDP of Top 5 Happiest Countries?"] {allow-input: true} response = pandas_ai.run(df, prompt=prompt, is_conversational_answer=False)