JACoB PR for Issue Implement Predicted Outputs for OpenAI Chat Calls in Dashboard

[jacob-ai-bot[bot]]

Summary:

Description

We need to enhance our OpenAI chat functionality in the dashboard by implementing the Predicted Outputs feature. This feature will be applied specifically to scenarios where the system is generating code from a tool call that is editing code. The primary goal is to optimize latency and improve the user experience when interacting with AI-generated code edits.

Currently, our OpenAI chat calls in the dashboard do not utilize the Predicted Outputs functionality. This implementation will focus on the OpenAI endpoints within the dashboard, specifically targeting code editing scenarios.

Implementation Details

1. Scope:

   • Implement Predicted Outputs only for OpenAI chat calls in the dashboard endpoints.
   • Focus on scenarios where the system is generating code from a tool call that is editing code.

2. Target Files:

   • Primary focus should be on /src/app/api/chat/openai/route.ts, which handles OpenAI chat interactions.

3. Feature Integration:

   • Utilize the Predicted Outputs API as described in the OpenAI documentation: https://platform.openai.com/docs/guides/latency-optimization#use-predicted-outputs
   • Implement logic to determine when to apply Predicted Outputs based on the context of code editing tool calls.

4. Performance Considerations:

   • Monitor and evaluate the impact on response times and accuracy when using Predicted Outputs.
   • Ensure that the implementation does not negatively affect the quality of code edits.

Expected Outcome

After implementing this feature:

1. The dashboard's OpenAI chat functionality should utilize Predicted Outputs when generating code edits.
2. Users should experience reduced latency in receiving AI-generated code edits.
3. The quality and accuracy of code edits should remain consistent or improve.
4. The feature should seamlessly integrate with our existing chat system without disrupting other functionalities.

@jacob-ai-bot --skip-build

Plan:

Step 1: Edit /src/server/openai/request.ts

Task: Modify OpenAI request functions to support Predicted Outputs in code editing scenarios

Instructions: In /src/server/openai/request.ts, update the sendGptRequest function and any other relevant functions to support Predicted Outputs. Research the OpenAI API documentation to identify the necessary parameters or configurations required to enable Predicted Outputs. Implement the required changes in the API request when the optional isCodeEditing flag is true, ensuring that the request leverages Predicted Outputs for latency optimization. Update the response handling to manage any differences in the responses when Predicted Outputs are used, making sure that the function remains robust for both code editing and non-code editing scenarios.

Exit Criteria: The OpenAI request functions can utilize Predicted Outputs when enabled for code editing scenarios, and responses are correctly handled without impacting other functionalities.

[jacob-ai-bot[bot]]

Hello human! 👋

This PR was created by JACoB to address the issue Implement Predicted Outputs for OpenAI Chat Calls in Dashboard

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