StartupScan

README.md

@@ -1,5 +1,5 @@
 ---
-title: Startup Idea Validator
+title: StartupScan
 emoji: 🚀
 colorFrom: red
 colorTo: red
@@ -8,12 +8,12 @@ app_port: 8501
 tags:
   - streamlit
 pinned: false
-short_description: AI-powered tool for validating startup ideas
+short_description: AI-powered tool for scanning and validating startup ideas
 ---
 
-# 🚀 Startup Idea Validator - Streamlit App
+# 🚀 StartupScan - Streamlit App
 
-A comprehensive AI-powered tool for validating startup ideas with market research and competitive analysis.
+A comprehensive AI-powered tool for scanning and validating startup ideas with market research and competitive analysis.
 
 ## Features
 
@@ -38,7 +38,7 @@ A comprehensive AI-powered tool for validating startup ideas with market researc
 
 3. **Run the Streamlit App**:
    ```bash
-   streamlit run streamlit_app.py
+   streamlit run src/streamlit_app.py
    ```
 
 4. **Open Your Browser**:
@@ -47,8 +47,8 @@ A comprehensive AI-powered tool for validating startup ideas with market researc
 ## Usage
 
 1. **Enter Your Startup Idea**: Describe your startup idea in detail in the text area
-2. **Add Context** (Optional): Provide additional information about your target market or business model
-3. **Click "Validate My Idea"**: The AI agents will analyze your idea through multiple phases
+2. **Choose AI Model**: Select from GPT-4o, GPT-4o-mini, o1, or o3-mini for analysis
+3. **Click "Validate My Idea"**: The AI agents will scan and analyze your idea through multiple phases
 4. **Review Results**: Get a comprehensive validation report with recommendations
 5. **Download Report**: Save the validation report as a markdown file
 

src/streamlit_app.py

@@ -56,7 +56,7 @@ class StreamlitProgressTracker:
 
 def main():
     st.set_page_config(
-        page_title="Startup Idea Validator",
+        page_title="StartupScan",
         page_icon="🚀",
         layout="wide",
         initial_sidebar_state="expanded"
@@ -140,12 +140,12 @@ def main():
     """, unsafe_allow_html=True)
     
     # Header
-    st.markdown('<h1 class="main-header">🚀 Startup Idea Validator</h1>', unsafe_allow_html=True)
+    st.markdown('<h1 class="main-header">🚀 StartupScan</h1>', unsafe_allow_html=True)
 
     # Subtitle with demo and guide links
     st.markdown("""
     <div class="header-buttons">
-        <a href="https://app.atla-ai.com/app/atla-demo-802mg?startDate=2025-07-25&endDate=2025-07-31" target="_blank" class="header-btn">
+        <a href="https://app.atla-ai.com/app/atla-demo-802mg" target="_blank" class="header-btn">
             <span class="emoji">🔍</span>View your traces on Atla
         </a>
         <a href="https://docs.agno.com/introduction" target="_blank" class="header-btn secondary">
@@ -160,24 +160,24 @@ def main():
     with st.sidebar:
         st.markdown("## 📋 About This Tool")
         st.markdown("""
-        This AI-powered tool validates your startup idea through:
+        This agentic tool validates your startup idea through:
         
-        🎯 **Idea Clarification**
+        🎯 **Idea Clarification Agent**
         - Originality assessment
         - Mission definition
         - Objective setting
         
-        📊 **Market Research**
+        📊 **Market Research Agent**
         - TAM/SAM/SOM analysis
         - Customer segmentation
         - Market trends
         
-        🏢 **Competitor Analysis**
+        🏢 **Competitor Analysis Agent**
         - SWOT analysis
         - Positioning assessment
         - Market gaps
         
-        📋 **Validation Report**
+        📋 **Validation Report Agent**
         - Executive summary
         - Strategic recommendations
         - Next steps

src/workflows_v2.py

@@ -172,7 +172,7 @@ def create_agents(model_id: str = DEFAULT_MODEL_ID):
 @instrument("Startup Idea Validation Workflow")
 async def startup_validation_execution(
     workflow: Workflow,
-    execution_input: WorkflowExecutionInput,
+    execution_input: WorkflowExecutionInput, # This is a Pydantic model to ensure type safety
     startup_idea: str,
     model_id: str = DEFAULT_MODEL_ID,
     progress_callback=None,