I created AI Agents to Automatically create LinkedIn Posts - AutoGen

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AI Summary

LinkedIn Post Creator Agent Summary

• Introduction to LinkedIn Post Creator using autogen Rack.
• Automatically converts PDFs to embeddings for storage in chroma DB.
• Creates LinkedIn posts based on the context of uploaded files.
• User interface for agents to be demonstrated.

Setup Steps:

1. Install necessary packages with pip install.
2. Set environment variables for Docker and OpenAI API key.
3. Create app.py with imports and configurations.
4. Define LinkedIn Post Creator assistant and user proxy agent.
5. Set up Chroma DB for storing embeddings.
6. Compose LinkedIn post prompt.
7. Initiate chat with assistant and run the code.

Running the Code:

• Execute in terminal to create collection and add documents to vector database.
• Assistant generates a LinkedIn post based on provided context.

Creating a User Interface with Gradio:

• Install Gradio.
• Modify code to include Gradio interface.
• Add text boxes for PDF path and topic input.
• Display output in a text box for easy copying to LinkedIn.

Final Product:

• User can create LinkedIn, Twitter, or Facebook posts by entering a PDF URL.
• Encouragement to extend functionality by adding more agents.
• Invitation to subscribe to the YouTube channel for more AI-related content.