Flow description
Purpose and benefits
This workflow is designed to automate the process of generating tailored business ideas based on user input. It combines interactive chat elements, memory of past conversations, prompt engineering, and language model generation to deliver creative suggestions efficiently.
Overview of the Workflow
When a user interacts with the system, they are greeted with a welcome message and given the option to choose from pre-defined prompts (such as “Food delivery industry” or “AI automation”) or enter their own input. The workflow then processes this input, incorporates previous chat history for context, and generates a focused, detailed business idea using a language model. The result is displayed to the user in the chat interface.
Detailed Workflow Structure
Below is a step-by-step breakdown of the workflow’s main components and their functions:
| Step | Node | Purpose |
|---|
| 1 | ChatOpenedTrigger | Detects when a user opens the chat to initiate the workflow. |
| 2 | ButtonWidget (2 instances) | Presents clickable options for idea generation (e.g., “Food delivery industry”, “AI automation”). |
| 3 | ChatOutput (2 instances) | Displays the user’s choice in the chat interface. |
| 4 | ChatInput | Captures custom user input from the chat playground. |
| 5 | ChatHistory | Retrieves the memory of previous chat messages for context. |
| 6 | PromptTemplate | Crafts a dynamic, focused prompt for the language model, incorporating user input and history. |
| 7 | Generator | Uses a language model to generate a detailed business idea based on the prompt. |
| 8 | ChatOutput | Presents the generated business idea to the user in the chat. |
How the Workflow Operates
- User Interaction: The chat opens and the user is greeted. They can either click on a suggested industry (e.g., “Food delivery industry” or “AI automation”) or enter their own prompt.
- Input Handling: The system captures their selection or input, and displays it in the chat for clarity.
- Context Awareness: The workflow accesses previous chat history, ensuring that suggestions are tailored and avoid repetition, leveraging what has already been discussed.
- Prompt Engineering: A carefully designed prompt ensures the generated ideas are direct, actionable, and avoid generic language. The prompt template specifically instructs the model to skip empty introductions or conclusions.
- Idea Generation: The processed prompt, along with chat history, is sent to a language model generator, which returns a relevant business idea.
- Output Delivery: The final business idea is displayed back to the user in the chat interface.
Key Features & Benefits
- Scalability: By automating idea generation, the workflow can handle many users and diverse requests simultaneously.
- Customization: Users can input any industry or preference, leading to highly tailored outputs.
- Memory Utilization: By retaining chat history, the system provides contextually relevant ideas and avoids redundancy.
- Efficiency: Predefined buttons help users get started quickly, while custom input allows for deeper exploration.
- Quality Control: The prompt template enforces clear, actionable, and non-generic responses from the language model.
Why This Workflow Is Useful
This workflow is ideal for entrepreneurs, innovators, or teams needing fast, creative, and relevant business ideas. It reduces brainstorming time, ensures suggestions are fresh and avoid repetition, and provides a scalable, automated solution for idea generation sessions. By leveraging automation and AI, organizations can quickly explore new opportunities and accelerate their innovation process.
