Update app.py
Browse files
app.py
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@@ -32,7 +32,11 @@ def initialize_api_client():
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if not api_key:
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st.error("API key not found. Please check the .env configuration.")
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st.stop()
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def encode_image(image_path):
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"""Convert image file to base64"""
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@@ -40,6 +44,10 @@ def encode_image(image_path):
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with open(image_path, "rb") as img_file:
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return base64.b64encode(img_file.read()).decode("utf-8")
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except FileNotFoundError:
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return ""
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def process_image(uploaded_file):
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@@ -55,38 +63,43 @@ def process_image(uploaded_file):
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def generate_pdf(report_text, logo_b64):
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"""Generate PDF report with nutrition analysis and logo"""
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def generate_analysis(uploaded_file, client):
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"""Generate nutrition analysis using AI (Groq API)"""
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base64_image, img_format = process_image(uploaded_file)
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if not base64_image:
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return None
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image_url = f"data:image/{img_format.lower()};base64,{base64_image}"
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@@ -118,7 +131,7 @@ def generate_analysis(uploaded_file, client):
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)
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return response.choices[0].message.content
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except Exception as e:
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st.error(f"
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return None
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# ======================
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@@ -130,6 +143,10 @@ def display_main_interface():
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logo_b64 = encode_image("src/logo.png")
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# Display logo and title
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st.markdown(f"""
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<div style="text-align: center;">
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<img src="data:image/png;base64,{logo_b64}" width="100">
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@@ -147,12 +164,15 @@ def display_main_interface():
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# Column for download button
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with col1:
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pdf_report = generate_pdf(st.session_state.analysis_result, logo_b64)
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# Column for clear button
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with col2:
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if st.button("Clear Analysis ποΈ"):
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st.session_state.pop('analysis_result')
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st.rerun()
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if st.session_state.get('analysis_result'):
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@@ -170,8 +190,11 @@ def render_sidebar(client):
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if st.button("Analyze Meal π½οΈ"):
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with st.spinner("Analyzing image..."):
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report = generate_analysis(uploaded_file, client)
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# ======================
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# APPLICATION ENTRYPOINT
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if not api_key:
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st.error("API key not found. Please check the .env configuration.")
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st.stop()
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try:
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return Groq(api_key=api_key)
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except Exception as e:
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st.error(f"Error initializing API client: {e}")
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st.stop()
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def encode_image(image_path):
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"""Convert image file to base64"""
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with open(image_path, "rb") as img_file:
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return base64.b64encode(img_file.read()).decode("utf-8")
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except FileNotFoundError:
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st.error(f"Error: Image file '{image_path}' not found.")
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return ""
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except Exception as e:
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st.error(f"Error encoding image '{image_path}': {e}")
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return ""
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def process_image(uploaded_file):
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def generate_pdf(report_text, logo_b64):
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"""Generate PDF report with nutrition analysis and logo"""
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try:
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buffer = io.BytesIO()
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doc = SimpleDocTemplate(buffer, pagesize=letter)
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styles = getSampleStyleSheet()
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# Decode logo image from base64 and resize
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logo_data = base64.b64decode(logo_b64)
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logo_image = Image.open(io.BytesIO(logo_data))
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logo_width, logo_height = logo_image.size
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logo_aspect = logo_height / logo_width
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max_logo_width = 150 # Adjust as needed
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logo_width = min(logo_width, max_logo_width)
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logo_height = int(logo_width * logo_aspect)
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logo = ReportLabImage(io.BytesIO(logo_data), width=logo_width, height=logo_height)
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# Build PDF content
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story = [
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logo,
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Spacer(1, 12),
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Paragraph("<b>Nutrition Analysis Report</b>", styles['Title']),
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Spacer(1, 12),
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Paragraph(report_text.replace('\n', '<br/>'), styles['BodyText'])
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]
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doc.build(story)
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buffer.seek(0)
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return buffer
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except Exception as e:
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st.error(f"Error generating PDF: {e}")
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return None
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def generate_analysis(uploaded_file, client):
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"""Generate nutrition analysis using AI (Groq API)"""
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base64_image, img_format = process_image(uploaded_file)
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if not base64_image:
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st.error("Failed to process image. Cannot generate analysis.")
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return None
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image_url = f"data:image/{img_format.lower()};base64,{base64_image}"
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)
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return response.choices[0].message.content
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except Exception as e:
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st.error(f"Error communicating with API: {e}")
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return None
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# ======================
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logo_b64 = encode_image("src/logo.png")
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# Display logo and title
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if not logo_b64:
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st.error("Logo image not found or failed to encode.")
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return
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st.markdown(f"""
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<div style="text-align: center;">
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<img src="data:image/png;base64,{logo_b64}" width="100">
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# Column for download button
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with col1:
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pdf_report = generate_pdf(st.session_state.analysis_result, logo_b64)
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if pdf_report:
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st.download_button("π Download Nutrition Report", data=pdf_report, file_name="nutrition_report.pdf", mime="application/pdf")
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else:
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st.error("Failed to generate PDF report.")
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# Column for clear button
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with col2:
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if st.button("Clear Analysis ποΈ"):
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st.session_state.pop('analysis_result', None)
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st.rerun()
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if st.session_state.get('analysis_result'):
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if st.button("Analyze Meal π½οΈ"):
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with st.spinner("Analyzing image..."):
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report = generate_analysis(uploaded_file, client)
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if report:
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st.session_state.analysis_result = report
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st.rerun()
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else:
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st.error("Failed to generate analysis. Please try again.")
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# ======================
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# APPLICATION ENTRYPOINT
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