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Update app.py
Browse files
app.py
CHANGED
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@@ -4,7 +4,6 @@ import anthropic
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from pypdf import PdfReader
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# ββ Anthropic client ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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# Set ANTHROPIC_API_KEY in your HuggingFace Space β Settings β Repository secrets
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client = anthropic.Anthropic(api_key=os.environ.get("ANTHROPIC_API_KEY"))
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SYSTEM_PROMPT = """You are an expert problem analyst and innovation coach helping interns understand real-world problems and brainstorm creative solutions.
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@@ -21,7 +20,7 @@ When given a transcription or document, you will:
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- Identify underlying causes (technical, organizational, process-related)
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3. **BRAINSTORMING IDEAS**
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- Generate 5
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- Include both quick wins and long-term strategic ideas
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- Think across technology, process, and people dimensions
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@@ -32,7 +31,6 @@ Keep your tone encouraging, clear, and structured. Use headers and bullet points
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def extract_text_from_pdf(pdf_file) -> str:
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"""Extract all text from an uploaded PDF file."""
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reader = PdfReader(pdf_file)
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pages_text = []
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for page in reader.pages:
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@@ -43,11 +41,6 @@ def extract_text_from_pdf(pdf_file) -> str:
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def run_agent(text_input: str, pdf_file, progress=gr.Progress()):
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"""
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Core agent function.
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Accepts either pasted text or a PDF upload, then streams the analysis.
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"""
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# ββ Determine input source ββββββββββββββββββββββββββββββββββββββββββββββββ
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content = ""
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if pdf_file is not None:
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@@ -55,24 +48,23 @@ def run_agent(text_input: str, pdf_file, progress=gr.Progress()):
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try:
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content = extract_text_from_pdf(pdf_file)
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if not content.strip():
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yield "
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return
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except Exception as e:
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yield f"
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return
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elif text_input and text_input.strip():
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content = text_input.strip()
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else:
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yield "
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return
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if len(content) < 50:
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yield "
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return
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# ββ Truncate very long inputs to stay within token limits βββββββββββββββββ
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MAX_CHARS = 12000
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if len(content) > MAX_CHARS:
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content = content[:MAX_CHARS] + "\n\n[... content truncated for length ...]"
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@@ -87,11 +79,10 @@ def run_agent(text_input: str, pdf_file, progress=gr.Progress()):
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Please provide a full problem analysis and brainstorming session based on this content."""
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# ββ Stream from Anthropic API βββββββββββββββββββββββββββββββββββββββββββββ
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output = ""
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try:
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with client.messages.stream(
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model="claude-sonnet-4-
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max_tokens=2048,
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system=SYSTEM_PROMPT,
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messages=[{"role": "user", "content": user_message}],
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@@ -102,99 +93,306 @@ Please provide a full problem analysis and brainstorming session based on this c
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yield output
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except anthropic.AuthenticationError:
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yield "
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except anthropic.RateLimitError:
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yield "
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except Exception as e:
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yield f"
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-
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# ββ Gradio UI βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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with gr.Blocks(
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title="
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primary_hue="violet",
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secondary_hue="slate",
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font=[gr.themes.GoogleFont("Inter"), "sans-serif"],
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),
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css="""
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#header { text-align: center; padding: 1.5rem 0 0.5rem; }
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#header h1 { font-size: 2rem; font-weight: 700; margin-bottom: 0.25rem; }
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#header p { color: #6b7280; font-size: 0.95rem; }
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.input-box textarea { font-size: 14px !important; line-height: 1.6 !important; }
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#run-btn { font-size: 1rem !important; padding: 0.65rem 2rem !important; }
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#output-box { font-size: 14px; line-height: 1.75; }
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.gr-tab-item { font-weight: 500; }
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""",
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) as demo:
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# Header
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gr.HTML("""
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<div id="header">
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<
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<
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</div>
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""")
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gr.Markdown("---")
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with gr.Row(equal_height=False):
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gr.Markdown("### π₯ Input")
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with gr.Tabs():
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with gr.Tab("
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text_input = gr.Textbox(
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label="
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placeholder="Paste your meeting notes,
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lines=
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max_lines=
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elem_classes=["input-box"],
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)
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with gr.Tab("
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pdf_input = gr.File(
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label="
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file_types=[".pdf"],
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file_count="single",
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)
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gr.
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"<small style='color:#6b7280'>Text-based PDFs only. Scanned PDFs won't work.</small>"
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)
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run_btn = gr.Button(
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"
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variant="primary",
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elem_id="run-btn",
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)
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with gr.Accordion("
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gr.Markdown("""
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**
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Copy-paste any transcription, meeting notes, or problem description into the text box.
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**
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Upload a text-based PDF (e.g. a research doc, spec, or report).
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**
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- A clear articulation of the core problem
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- Root cause
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- 5β8 creative
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- Concrete next steps
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""")
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gr.Markdown("### π‘ Analysis & Ideas")
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output = gr.Markdown(
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value="*Your analysis will appear here.
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elem_id="output-
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)
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-
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gr.
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gr.Examples(
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examples=[
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[
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],
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],
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inputs=[text_input, pdf_input],
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label="
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)
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# ββ Wire up βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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run_btn.click(
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fn=run_agent,
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inputs=[text_input, pdf_input],
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show_progress="full",
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)
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# Also allow Ctrl+Enter from the text box
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text_input.submit(
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fn=run_agent,
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inputs=[text_input, pdf_input],
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from pypdf import PdfReader
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# ββ Anthropic client ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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client = anthropic.Anthropic(api_key=os.environ.get("ANTHROPIC_API_KEY"))
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SYSTEM_PROMPT = """You are an expert problem analyst and innovation coach helping interns understand real-world problems and brainstorm creative solutions.
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- Identify underlying causes (technical, organizational, process-related)
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3. **BRAINSTORMING IDEAS**
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- Generate 5-8 diverse, creative solution directions
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- Include both quick wins and long-term strategic ideas
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- Think across technology, process, and people dimensions
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def extract_text_from_pdf(pdf_file) -> str:
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reader = PdfReader(pdf_file)
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pages_text = []
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for page in reader.pages:
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def run_agent(text_input: str, pdf_file, progress=gr.Progress()):
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content = ""
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if pdf_file is not None:
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try:
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content = extract_text_from_pdf(pdf_file)
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if not content.strip():
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yield "Could not extract text from this PDF. It may be scanned or image-based. Please paste the text manually."
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return
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except Exception as e:
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yield f"Error reading PDF: {str(e)}"
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return
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elif text_input and text_input.strip():
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content = text_input.strip()
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else:
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yield "Please paste a transcription or upload a PDF file to get started."
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return
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if len(content) < 50:
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yield "The input seems too short. Please provide more context for a meaningful analysis."
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return
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MAX_CHARS = 12000
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if len(content) > MAX_CHARS:
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content = content[:MAX_CHARS] + "\n\n[... content truncated for length ...]"
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Please provide a full problem analysis and brainstorming session based on this content."""
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output = ""
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try:
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with client.messages.stream(
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model="claude-sonnet-4-6",
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max_tokens=2048,
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system=SYSTEM_PROMPT,
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messages=[{"role": "user", "content": user_message}],
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yield output
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except anthropic.AuthenticationError:
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yield "Invalid API key. Please set your ANTHROPIC_API_KEY in the Space secrets."
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except anthropic.RateLimitError:
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yield "Rate limit reached. Please wait a moment and try again."
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except Exception as e:
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yield f"Unexpected error: {str(e)}"
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+
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+
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# ββ Custom CSS ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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custom_css = """
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@import url('https://fonts.googleapis.com/css2?family=Sora:wght@300;400;500;600&family=JetBrains+Mono:wght@400;500&display=swap');
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* {
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font-family: 'Sora', sans-serif !important;
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}
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body, .gradio-container {
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background-color: #0d1117 !important;
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color: #e2e8f0 !important;
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}
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.gradio-container {
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max-width: 1200px !important;
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margin: 0 auto !important;
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}
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/* Header */
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#app-header {
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padding: 2.5rem 0 1.5rem;
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border-bottom: 1px solid #1e2d3d;
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margin-bottom: 2rem;
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}
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#app-header h1 {
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font-size: 1.6rem;
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font-weight: 600;
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color: #e2e8f0;
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letter-spacing: -0.02em;
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margin: 0 0 0.3rem 0;
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}
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#app-header p {
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font-size: 0.875rem;
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color: #64748b;
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margin: 0;
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font-weight: 300;
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}
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/* Accent bar */
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| 144 |
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#accent-bar {
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width: 2.5rem;
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height: 2px;
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background: linear-gradient(90deg, #0ea5e9, #38bdf8);
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margin-bottom: 0.75rem;
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border-radius: 2px;
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}
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| 151 |
+
|
| 152 |
+
/* Section labels */
|
| 153 |
+
.section-label {
|
| 154 |
+
font-size: 0.7rem !important;
|
| 155 |
+
font-weight: 500 !important;
|
| 156 |
+
text-transform: uppercase !important;
|
| 157 |
+
letter-spacing: 0.12em !important;
|
| 158 |
+
color: #475569 !important;
|
| 159 |
+
margin-bottom: 0.75rem !important;
|
| 160 |
+
}
|
| 161 |
+
|
| 162 |
+
/* Input panels */
|
| 163 |
+
.input-panel, .output-panel {
|
| 164 |
+
background: #111827 !important;
|
| 165 |
+
border: 1px solid #1e2d3d !important;
|
| 166 |
+
border-radius: 8px !important;
|
| 167 |
+
padding: 1.25rem !important;
|
| 168 |
+
}
|
| 169 |
+
|
| 170 |
+
/* Textbox */
|
| 171 |
+
textarea, .gr-textbox textarea {
|
| 172 |
+
background: #0d1117 !important;
|
| 173 |
+
border: 1px solid #1e2d3d !important;
|
| 174 |
+
border-radius: 6px !important;
|
| 175 |
+
color: #cbd5e1 !important;
|
| 176 |
+
font-size: 0.875rem !important;
|
| 177 |
+
line-height: 1.7 !important;
|
| 178 |
+
font-family: 'JetBrains Mono', monospace !important;
|
| 179 |
+
padding: 0.875rem !important;
|
| 180 |
+
resize: vertical !important;
|
| 181 |
+
}
|
| 182 |
+
|
| 183 |
+
textarea:focus {
|
| 184 |
+
border-color: #0ea5e9 !important;
|
| 185 |
+
outline: none !important;
|
| 186 |
+
box-shadow: 0 0 0 3px rgba(14, 165, 233, 0.08) !important;
|
| 187 |
+
}
|
| 188 |
+
|
| 189 |
+
textarea::placeholder {
|
| 190 |
+
color: #334155 !important;
|
| 191 |
+
}
|
| 192 |
+
|
| 193 |
+
/* File upload */
|
| 194 |
+
.gr-file, .upload-button {
|
| 195 |
+
background: #0d1117 !important;
|
| 196 |
+
border: 1px dashed #1e2d3d !important;
|
| 197 |
+
border-radius: 6px !important;
|
| 198 |
+
color: #64748b !important;
|
| 199 |
+
}
|
| 200 |
+
|
| 201 |
+
/* Tabs */
|
| 202 |
+
.tab-nav {
|
| 203 |
+
border-bottom: 1px solid #1e2d3d !important;
|
| 204 |
+
margin-bottom: 1rem !important;
|
| 205 |
+
}
|
| 206 |
+
|
| 207 |
+
.tab-nav button {
|
| 208 |
+
font-size: 0.8rem !important;
|
| 209 |
+
font-weight: 500 !important;
|
| 210 |
+
color: #475569 !important;
|
| 211 |
+
border: none !important;
|
| 212 |
+
background: transparent !important;
|
| 213 |
+
padding: 0.5rem 1rem !important;
|
| 214 |
+
border-radius: 0 !important;
|
| 215 |
+
letter-spacing: 0.02em !important;
|
| 216 |
+
}
|
| 217 |
+
|
| 218 |
+
.tab-nav button.selected {
|
| 219 |
+
color: #0ea5e9 !important;
|
| 220 |
+
border-bottom: 2px solid #0ea5e9 !important;
|
| 221 |
+
}
|
| 222 |
+
|
| 223 |
+
/* Run button */
|
| 224 |
+
#run-btn {
|
| 225 |
+
background: #0ea5e9 !important;
|
| 226 |
+
color: #0d1117 !important;
|
| 227 |
+
border: none !important;
|
| 228 |
+
border-radius: 6px !important;
|
| 229 |
+
font-size: 0.875rem !important;
|
| 230 |
+
font-weight: 600 !important;
|
| 231 |
+
padding: 0.7rem 1.75rem !important;
|
| 232 |
+
letter-spacing: 0.01em !important;
|
| 233 |
+
transition: background 0.15s ease !important;
|
| 234 |
+
margin-top: 0.75rem !important;
|
| 235 |
+
width: 100% !important;
|
| 236 |
+
}
|
| 237 |
+
|
| 238 |
+
#run-btn:hover {
|
| 239 |
+
background: #38bdf8 !important;
|
| 240 |
+
}
|
| 241 |
+
|
| 242 |
+
/* Output markdown */
|
| 243 |
+
#output-area {
|
| 244 |
+
background: #0d1117 !important;
|
| 245 |
+
border: 1px solid #1e2d3d !important;
|
| 246 |
+
border-radius: 6px !important;
|
| 247 |
+
padding: 1.25rem !important;
|
| 248 |
+
min-height: 400px !important;
|
| 249 |
+
font-size: 0.875rem !important;
|
| 250 |
+
line-height: 1.8 !important;
|
| 251 |
+
color: #cbd5e1 !important;
|
| 252 |
+
}
|
| 253 |
+
|
| 254 |
+
#output-area h1, #output-area h2, #output-area h3 {
|
| 255 |
+
color: #e2e8f0 !important;
|
| 256 |
+
font-weight: 600 !important;
|
| 257 |
+
letter-spacing: -0.01em !important;
|
| 258 |
+
margin-top: 1.25rem !important;
|
| 259 |
+
}
|
| 260 |
+
|
| 261 |
+
#output-area strong {
|
| 262 |
+
color: #0ea5e9 !important;
|
| 263 |
+
font-weight: 500 !important;
|
| 264 |
+
}
|
| 265 |
+
|
| 266 |
+
#output-area ul, #output-area ol {
|
| 267 |
+
padding-left: 1.25rem !important;
|
| 268 |
+
color: #94a3b8 !important;
|
| 269 |
+
}
|
| 270 |
+
|
| 271 |
+
#output-area code {
|
| 272 |
+
background: #1e2d3d !important;
|
| 273 |
+
border-radius: 3px !important;
|
| 274 |
+
padding: 0.1em 0.35em !important;
|
| 275 |
+
font-family: 'JetBrains Mono', monospace !important;
|
| 276 |
+
font-size: 0.82em !important;
|
| 277 |
+
color: #38bdf8 !important;
|
| 278 |
+
}
|
| 279 |
+
|
| 280 |
+
/* Accordion */
|
| 281 |
+
.gr-accordion {
|
| 282 |
+
background: #111827 !important;
|
| 283 |
+
border: 1px solid #1e2d3d !important;
|
| 284 |
+
border-radius: 6px !important;
|
| 285 |
+
margin-top: 0.75rem !important;
|
| 286 |
+
}
|
| 287 |
+
|
| 288 |
+
.gr-accordion .label-wrap {
|
| 289 |
+
font-size: 0.8rem !important;
|
| 290 |
+
color: #475569 !important;
|
| 291 |
+
font-weight: 500 !important;
|
| 292 |
+
}
|
| 293 |
+
|
| 294 |
+
/* Examples */
|
| 295 |
+
.gr-examples {
|
| 296 |
+
margin-top: 1.5rem !important;
|
| 297 |
+
}
|
| 298 |
+
|
| 299 |
+
.gr-examples table {
|
| 300 |
+
background: #111827 !important;
|
| 301 |
+
border: 1px solid #1e2d3d !important;
|
| 302 |
+
border-radius: 6px !important;
|
| 303 |
+
}
|
| 304 |
+
|
| 305 |
+
.gr-examples td {
|
| 306 |
+
color: #64748b !important;
|
| 307 |
+
font-size: 0.8rem !important;
|
| 308 |
+
}
|
| 309 |
+
|
| 310 |
+
/* Divider */
|
| 311 |
+
.divider {
|
| 312 |
+
border: none !important;
|
| 313 |
+
border-top: 1px solid #1e2d3d !important;
|
| 314 |
+
margin: 1.5rem 0 !important;
|
| 315 |
+
}
|
| 316 |
+
|
| 317 |
+
/* Labels */
|
| 318 |
+
label, .gr-label {
|
| 319 |
+
color: #475569 !important;
|
| 320 |
+
font-size: 0.8rem !important;
|
| 321 |
+
font-weight: 500 !important;
|
| 322 |
+
letter-spacing: 0.03em !important;
|
| 323 |
+
}
|
| 324 |
+
|
| 325 |
+
/* Scrollbar */
|
| 326 |
+
::-webkit-scrollbar { width: 5px; }
|
| 327 |
+
::-webkit-scrollbar-track { background: #0d1117; }
|
| 328 |
+
::-webkit-scrollbar-thumb { background: #1e2d3d; border-radius: 3px; }
|
| 329 |
+
::-webkit-scrollbar-thumb:hover { background: #0ea5e9; }
|
| 330 |
+
"""
|
| 331 |
|
| 332 |
# ββ Gradio UI βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 333 |
with gr.Blocks(
|
| 334 |
+
title="Problem Brainstormer",
|
| 335 |
+
css=custom_css,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 336 |
) as demo:
|
| 337 |
|
|
|
|
| 338 |
gr.HTML("""
|
| 339 |
+
<div id="app-header">
|
| 340 |
+
<div id="accent-bar"></div>
|
| 341 |
+
<h1>Problem Brainstormer</h1>
|
| 342 |
+
<p>Paste a meeting transcript or upload a document to get structured problem analysis and solution ideas.</p>
|
| 343 |
</div>
|
| 344 |
""")
|
| 345 |
|
|
|
|
|
|
|
| 346 |
with gr.Row(equal_height=False):
|
| 347 |
+
with gr.Column(scale=1, elem_classes=["input-panel"]):
|
| 348 |
+
gr.HTML('<p class="section-label">Input</p>')
|
|
|
|
| 349 |
|
| 350 |
with gr.Tabs():
|
| 351 |
+
with gr.Tab("Paste Text"):
|
| 352 |
text_input = gr.Textbox(
|
| 353 |
+
label="",
|
| 354 |
+
placeholder="Paste your meeting notes, transcript, or problem description here...",
|
| 355 |
+
lines=16,
|
| 356 |
+
max_lines=32,
|
|
|
|
| 357 |
)
|
| 358 |
|
| 359 |
+
with gr.Tab("Upload PDF"):
|
| 360 |
pdf_input = gr.File(
|
| 361 |
+
label="",
|
| 362 |
file_types=[".pdf"],
|
| 363 |
file_count="single",
|
| 364 |
)
|
| 365 |
+
gr.HTML('<p style="font-size:0.75rem;color:#334155;margin-top:0.5rem">Text-based PDFs only. Scanned documents are not supported.</p>')
|
|
|
|
|
|
|
| 366 |
|
| 367 |
run_btn = gr.Button(
|
| 368 |
+
"Analyze and Brainstorm",
|
| 369 |
variant="primary",
|
| 370 |
elem_id="run-btn",
|
| 371 |
)
|
| 372 |
|
| 373 |
+
with gr.Accordion("How to use", open=False):
|
| 374 |
gr.Markdown("""
|
| 375 |
+
**Paste Text** β Copy any transcript, meeting notes, or problem statement into the text field.
|
|
|
|
| 376 |
|
| 377 |
+
**Upload PDF** β Upload a text-based PDF such as a spec, report, or research document.
|
|
|
|
| 378 |
|
| 379 |
+
**Click Analyze** to receive:
|
| 380 |
- A clear articulation of the core problem
|
| 381 |
+
- Root cause breakdown
|
| 382 |
+
- 5β8 creative solution directions
|
| 383 |
+
- Concrete next steps you can take as an intern
|
| 384 |
""")
|
| 385 |
|
| 386 |
+
with gr.Column(scale=1, elem_classes=["output-panel"]):
|
| 387 |
+
gr.HTML('<p class="section-label">Analysis</p>')
|
|
|
|
| 388 |
output = gr.Markdown(
|
| 389 |
+
value="*Your analysis will appear here once you submit.*",
|
| 390 |
+
elem_id="output-area",
|
| 391 |
)
|
| 392 |
|
| 393 |
+
gr.HTML('<hr class="divider">')
|
| 394 |
+
gr.HTML('<p class="section-label">Example Inputs</p>')
|
| 395 |
+
|
| 396 |
gr.Examples(
|
| 397 |
examples=[
|
| 398 |
[
|
|
|
|
| 405 |
],
|
| 406 |
],
|
| 407 |
inputs=[text_input, pdf_input],
|
| 408 |
+
label="",
|
| 409 |
)
|
| 410 |
|
|
|
|
| 411 |
run_btn.click(
|
| 412 |
fn=run_agent,
|
| 413 |
inputs=[text_input, pdf_input],
|
|
|
|
| 415 |
show_progress="full",
|
| 416 |
)
|
| 417 |
|
|
|
|
| 418 |
text_input.submit(
|
| 419 |
fn=run_agent,
|
| 420 |
inputs=[text_input, pdf_input],
|