Overview

Overview

Cognify's architecture follows a modular, agent-based design

+-------------------+
|       User        |
+---------+---------+
          |
          v
+---------+---------+
|    Streamlit App  |
+---------+---------+
          |
          v
+---------+---------+
|  Agent Manager    |
+---------+---------+
          |
          +---------------------------------------------+
          |                      |                      |
          v                      v                      v
+---------+---------+  +---------+---------+  +---------+---------+
|  Summarize Agent  |  |  Write Article    |  |  Sanitize Data    |
|                   |  |  Agent            |  |  Agent            |
+---------+---------+  +---------+---------+  +---------+---------+
          |                      |                      |
          v                      v                      v
+---------+---------+  +---------+---------+  +---------+---------+
|Summarize Validator|  | Refiner Validator |  |Sanitize Validator |
+---------+---------+  +---------+---------+  +---------+---------+
          |
+---------+---------+
|       Logger       |
+--------------------+

Explanation:

In Cognify's architecture, the system is structured using a modular, agent-based design. This design consists of various components that interact with each other to perform specific tasks.

1. User Interaction: At the top level, users interact with the architecture through a user interface, in this case, a Streamlit application.

2. Agent Manager: The Streamlit application communicates with the Agent Manager, which acts as a central hub coordinating the operations of different agents.

3. Agents: There are three primary agents within the system:

   • Summarize Agent: Responsible for summarizing content.

   • Write Article Agent: Handles the generation of article content.

   • Sanitize Data Agent: Ensures data is clean and ready for use.

4. Validators: Each agent has a corresponding validator:

   • Summarize Validator: Checks the summarized content for accuracy.

   • Refiner Validator: Validates the content generated by the Write Article Agent.

   • Sanitize Validator: Verifies the cleanliness and usability of the data.

5. Logger: Logs activities and errors throughout the system to ensure processes are tracked and any issues can be addressed.

This architecture enables a streamlined process, allowing for scalability and flexibility in managing content and data operations.