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Improved AI Suggestions

January 6, 2025

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Improved AI Suggestions

Whisper now delivers smarter AI feedback suggestions by leveraging sphere context and user inputs, with real-time streaming for faster and seamless responses.

New Features

  1. Context-Aware AI Suggestions

    • The AI system now combines Sphere Title, Sphere Description, and User-Provided Feedback to generate detailed and contextually accurate feedback.
    • This ensures responses are more aligned with the purpose of each sphere, enhancing relevance and usability.

  2. Real-Time Feedback Streaming

    • Feedback is streamed incrementally, so users see suggestions evolve in real-time rather than waiting for the entire response to load.
    • This new feature provides a faster and more dynamic user experience.

Code Snippet for Streaming AI Suggestions

'use server';
import { streamObject } from 'ai';
import { createStreamableValue, StreamableValue } from 'ai/rsc';
import { google } from '@ai-sdk/google';
import { z } from 'zod';


type AISuggestionActionResponse = {
message: string;
};


export async function getAISuggestionsAction(
title: string,
description: string,
partial: string
): Promise<{
object: StreamableValue<AISuggestionActionResponse>;
}> {
const prompt = `Generate/complete a feedbak/message for an annonymus feedback form with the title ${title} and desription ${description}. User may have already filled a partial text - ${partial ?? ''}`;
const stream = createStreamableValue();


(async () => {
  const { partialObjectStream } = await streamObject({
    model: google('gemini-1.5-flash'),
    system:
      'You generate three feedbacks/messages for a annonymus feedback form whih will suggest users what feedback/messages they can provide',
    prompt,
    schema: z.object({
      message: z.string().describe('The feedback for the form'),
    }),
  });
  for await (const partialObject of partialObjectStream) {
    stream.update(partialObject);
  }
  stream.done();
})();


return { object: stream.value };
}

Performance Enhancements