Sticky Note Automate

Businesses looking to manage customer reviews effectively.
Data Analysts who need to analyze and compare reviews from different companies.
Developers wanting to integrate review functionalities into their applications.
Customer Experience Managers aiming to enhance service quality based on feedback.
Marketing Teams interested in leveraging customer insights for better strategies.

This workflow addresses the challenge of efficiently managing and analyzing customer reviews across multiple companies. It enables users to:

Insert new reviews into a database seamlessly.
Search for specific reviews based on queries or keywords.
Compare reviews between different companies to identify strengths and weaknesses.
Generate recommendations based on customer preferences, enhancing decision-making processes.

Manual Trigger: The workflow starts when manually triggered by the user.
MCP Server Trigger: A trigger listens for incoming requests from the MCP client.
Operation Selection: The workflow determines the operation (insert, search, compare, recommend) based on user input.
Data Processing:
- For Insert: Reviews are inserted into the Qdrant database.
- For Search: Reviews are fetched based on search terms.
- For Compare: Reviews from multiple companies are compared and analyzed.
- For Recommend: Recommendations are generated based on positive and negative preferences.
Response Handling: The workflow aggregates and formats responses to be sent back to the MCP client, ensuring clarity and usability.