TrueEye

🧿 TrueEye LangFlow - Direct Flow Usage

Want to use TrueEye without complex installations? Use the flow directly in LangFlow.

🚀 Ultra-Fast Setup (5 minutes)

1. Install LangFlow

pip install langflow

2. Run LangFlow

langflow run

Access: http://localhost:7860

3. Import the Flow

1. In the LangFlow interface, click on “Import”
2. Select the TrueEyeBeta.json file
3. The complete flow will load automatically!

4. Configure Credentials

Configure your Anthropic API key in the AnthropicModel components:

• Go to each “AnthropicModel” node (there are several)
• Add your ANTHROPIC_API_KEY
• Or configure it as an environment variable

5. Use it!

• Run the flow from the playground
• Enter a news URL in the ChatInput
• Receive the complete analysis in the ChatOutput

⚙️ Variable Configuration

Required API Keys:

• ANTHROPIC_API_KEY: For Claude models (required)

Environment Variables (optional):

export ANTHROPIC_API_KEY="your-api-key-here"
langflow run

🧠 What Does This Flow Do?

The TrueEyeBeta.json flow implements a complete media analysis pipeline:

1. 📄 Content Extraction

   • Takes news/article URLs
   • Extracts and parses text automatically

2. 🤖 Multi-Model Analysis

   • Uses multiple Claude (Anthropic) instances
   • Parallel analysis of different aspects

3. 📊 Bias Detection

   • Identifies narrative polarization
   • Detects manipulative techniques
   • Classifies political/ideological orientation

4. 🔍 Fact-Checking

   • Identifies logical fallacies
   • Contrasts with verified sources
   • Provides verification links

5. 👥 Audience Analysis

   • Profiles target audience
   • Identifies emotional appeals
   • Detects exploited cognitive biases

6. 📈 Risk Assessment

   • Measures polarization potential
   • Evaluates social impact
   • Suggests alternative sources

💡 Direct Flow Advantages

• ✅ Immediate setup: No need to configure complex environments
• ✅ Integrated playground: Visual interface for testing
• ✅ Modifiable: You can easily adjust prompts and logic
• ✅ Extensible: Add new nodes as needed
• ✅ Cross-platform: Works on any OS with Python

🆚 Flow vs Complete App

Feature	LangFlow Flow	TrueEye App
Setup	5 minutes	More robust
Interface	LangFlow Playground	Custom web UI
Customization	Visual, easy	Code, more powerful
Deployment	Local/development	Production ready
Target users	Developers/testers	End users

📚 Resources

• LangFlow Documentation: https://langflow.org/
• Anthropic API: https://docs.anthropic.com/
• Complete TrueEye Project: [Link to main repo]

🤝 Contributions

Flow improvements? Pull requests welcome!

• Optimize prompts
• Add new analyses
• Improve accuracy
• Integrate new models

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🧿 TrueEye Flow - Smart media analysis in minutes

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