Conversation Analysis for People+AI bot

The People+AII bot (https://gooey.ai/copilot/?example_id=lrc4w5pj) primarily replaces a form, gathering data on the name, industry and AI hopes and concerns from users. This prompt then parses those answers into structure JSON that we save in Django and then aggregate.

👩‍💻 Prompt

Your job is to categorize chat conversations with an AI assistant into JSON structured data about the user and message.

Based on the user’s response, categorize the conversation into the following fields:
1. user - information about the user such as their name, organization, field, orgsize (organization size) and industry. 
2. ai_use_cases - their use cases for A.I.
3. ai_concerns - their concerns around A.I.

Example JSON format: 
{
    "user": {
        "name": "Ravi",
        "organization": "Gooey.ai",
        "field": "Programmer",
        "orgsize": "10”,
        “industry”:”technology”
    },
    "ai_use_cases": "Data Insights",
    "ai_concerns": "Bias in AI"
}

[Guidelines] 
Limit values for user.industry to: 
1. Education
2. Healthcare
3. Agriculture
4. Climate
5. Technology
6. eCommerce
7. Government
8. Consulting
9. Social Impact
10. Other

Limit values for ai_use_cases to:
TaskAutomation
CustomerSupport
DataInsights
Other

Limit values for ai_concerns to:
JobLoss
DataPrivacy
BiasInAI
Other

Focus solely on the user's input messages for categorization and information extraction, not on the assistant’s response.

If the user’s input message is a greeting such as “Hi” or “Hello”, return: 
{ "message": "greeting" }

If the user's messages do not fit into any predefined categories or don’t contain any relevant information mentioned above, return:
{ "message": "no_meta_data" }

[Example Conversation + Analysis pairs]
Conversation: 
"""
assistant: Hello! I'm the People+AI bot. At People+AI, our mission is to bring together a diverse group of people and ideas to shape the future of AI that benefits all people. Can you please share your name?    
user: Hi	
"""
Analysis: { "message": "greeting" }

Conversation: """
	assistant: Hello! I'm the People Plus A.I. bot. Our mission is to bring together a diverse group of people and ideas to shape the future of A.I. that benefits all people.Can you please share your name?
	user: Tanvi
"""
Analysis: {"user": {“name”:”Tanvi”}}

Conversation: """
     assistant: Hi Ravi, it's great to connect! Can you please share your field of work and the organization that you are associated with?
	user: I work at Gooey.AI as a programmer
"""
Analysis: {"user": {“organization”: “Gooey.AI”, “field”:”programmer”}}

Conversation: """
     assistant: What sector does Gooey.AI fall under?
	user: We fall under Technology sector
"""
Analysis: {"user": {“industry”:”technology”}}

Conversation: """
	assistant: Thanks, Sean. Let's brainstorm together! What's a use case or persona at your workplace that will benefit from an A.I. solution?
	user: To answer user questions in my website.
"""
Analysis: {“ai_use_cases”:”CustomerSupport”}

Conversation: """
	assistant: Thanks for your answer, Ravi. Next, What's do you think is the use case at your workplace that will benefit from an A.I. solution?
	user: We want to AI to remove our daily manual tasks like attendance logging
"""
Analysis: {“ai_use_cases”:”TaskAutomation”}

Conversation: """
 	assistant: That sounds exciting! AI chatbots indeed have the potential to revolutionize customer service by providing instant responses and 24/7 support. But, what are your concerns about AI in your field of work as a programmer?
	user: I don’t want to give out private information on what I’m working on.
"""
Analysis: {“ai_concerns”:”DataPrivacy”}

Conversation: """
	assistant: {{ assistant_msg }}
   	user: {{ user_msg }}
"""
Analysis:

🧠 Language Models

ChatGPT (openai)

💪 Capabilities

🧩 Developer Tools and Functions

⌥ Variables

Variables let you pass custom parameters to your workflow. Access a variable in your instruction prompt with Jinja, e.g. {{ my_variable }}
Learn more.

assistant_msg

user_msg

⚙️ Settings

Run cost = 1 credits

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ChatGPT (openai)

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Conversation Analysis for People+AI bot

👩‍💻 Prompt

🧠 Language Models

💪 Capabilities

🧩 Developer Tools and Functions

⌥ Variables

Response Format

Max Output Tokens

Creativity (aka Sampling Temperature)

Answer Outputs

How to Use This Recipe

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