Upload query.py

query.py

@@ -0,0 +1,36 @@
+from lida import Manager, TextGenerationConfig , llm  
+from dotenv import load_dotenv
+import os
+import openai
+import base64
+from PIL import Image
+from io import BytesIO
+
+load_dotenv()
+
+openai.api_key = os.getenv('OPENAI_API_KEY')
+
+def base64_to_image(base64_string):
+    # Decode the base64 string
+    byte_data = base64.b64decode(base64_string)
+    
+    # Use BytesIO to convert the byte data to image
+    return Image.open(BytesIO(byte_data))
+
+def save_image(base64_str, save_path):
+    img = base64_to_image(base64_str)
+    img.save(save_path)
+    print(f"Image saved at {save_path}")
+
+lida = Manager(text_gen = llm("openai")) 
+textgen_config = TextGenerationConfig(n=1, temperature=0.2, use_cache=True)
+summary = lida.summarize("2019.csv", summary_method="default", textgen_config=textgen_config)
+
+user_query = "Which country has the most GDP per capita?"
+charts = lida.visualize(summary=summary, goal=user_query, textgen_config=textgen_config)  
+charts[0]
+
+image_base64 = charts[0].raster
+
+save_image(image_base64, "filename1.png")
+