tutorial73

tutorial73/main.py

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+import streamlit as st
+from langchain_openai import ChatOpenAI
+import base64
+from PIL import Image
+from langchain.schema.messages import HumanMessage,AIMessage
+llm=ChatOpenAI(model="gpt-4o",max_tokens=2048)
+
+def encode_image(upload_file):
+    image_bytes=upload_file.getvalue()
+    base64_image=base64.b64encode(image_bytes).decode("utf-8")
+    return base64_image
+
+
+def get_response(b64image):
+    msg=llm.invoke(
+        [
+            AIMessage(
+                content="""
+you are intelligent assistant who can solve any mathematical problems on derivatives, 
+you will be shared with a image where each line contains a problem ,
+your task will be to solve all of them with possible explanation and step by step solutions
+and formulas , then create a complete answer book
+"""
+            ),
+            HumanMessage(
+                content=[
+                    {"type":"image_url",
+                     "image_url":{
+                         "url":"data:image/jpg;base64, " + b64image,
+                         "detail":"auto"
+                     }
+                    }
+                ]
+            )
+        ]
+    )
+    content=msg.content
+    content=content.replace("\\","")
+    return content
+
+
+
+
+def main():
+    st.title="Student Assignment Solver"
+    upload_file=st.file_uploader("upload your assignment:",type=["jpg","png"])
+    if upload_file is not None:
+        image=Image.open(upload_file)
+        st.image(image,caption="your assignment",use_column_width=True)
+        st.text("your assignment uploaded successfully")
+        base64_image=encode_image(upload_file)
+        btn=st.button("submit")
+        if btn:
+            response=get_response(base64_image)
+            print(response)
+            st.markdown(response,unsafe_allow_html=True)
+
+
+if __name__=="__main__":
+    main()  
+
+
+

tutorial73/prompt.txt

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+"""
+you are intelligent assistant who can solve any mathematical problems on derivatives, 
+you will be shared with a image where each line contains a problem ,
+your task will be solve all of them with possible explanation and step by step solutions
+and formulas , then crate a complete answer book
+"""