Creating a Feedback Loop for Chatbot Command Processing via Pipeline

[dq2812]

I am looking to implement a feedback loop within the Open-webui pipeline framework to allow the chatbot to process commands and receive additional data iteratively. The intended flow is as follows:

The user sends a message to the chatbot.

1. The chatbot responds with a command (e.g., requesting specific data).
2. The pipeline intercepts this command, performs an action (such as an API call), and returns the result back to the chatbot.
3. The chatbot processes this new input and generates a refined response.
4. The final response is sent to the user.

In some cases, this interaction between the pipeline and the chatbot may need to happen over several iterations before a final answer is formulated.

I need guidance on the following points:

• How to best implement this iterative feedback loop within the existing architecture.
• Where in the codebase the chatbot's command can be intercepted, processed, and fed back effectively.
• Any recommendations for handling multiple iterations between the pipeline and the chatbot without causing unnecessary complexity or infinite loops.

Any advice or suggestions on structuring this within the Open-webui framework would be highly appreciated. Thank you!