Data-Analysis bot for all the data analysis tasks

Demo Video Link.txt

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+https://drive.google.com/file/d/1WFIKclcQH5kTULKddP5UvWFSciUQUCP4/view?usp=sharing

examples/data_analysis_bot/main.py

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+from textbase import bot, Message
+from typing import List
+import pandas as pd
+import matplotlib
+matplotlib.use('agg')
+from pandasai import PandasAI
+import os
+from pandasai.llm.openai import OpenAI
+
+
+#os.environ['OPENAI_API_KEY']="sk-****"
+df=pd.read_csv("C:/Users/varun/Documents/vscode python/USA_cars_datasets.csv")  #sample csv file
+
+@bot()
+def on_message(message_history: List[Message], state: dict = None):
+
+    #read csv file as pandas dataframe when user uploads a file:- df=pd.read_csv("C:/Users/varun/Documents/vscode python/USA_cars_datasets.csv")
+
+    llm=OpenAI(temperature=0)
+    pandas_ai=PandasAI(llm=llm,conversational=True,save_charts=True)      
+    res=pandas_ai.run(df,prompt=message_history[-1]["content"][0]["value"])  
+    bot_response = [{"data_type":"STRING","value":str(res)}]  
+
+    response = {
+        "data": {
+            "messages": bot_response,
+            "state": state
+        },
+        "errors": [
+            {
+                "message": ""
+            }
+        ]
+    }
+
+    return {
+        "status_code": 200,
+        "response": response
+    }

requirements.txt.txt

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+pandas = "*"
+pandasai="*"
+matplotlib= "*"
+bs4 = "^0.0.1"