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refactor(addImages): use in functions agent response and assure generated images are included in the response (#1120)
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3 changed files with 137 additions and 7 deletions
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@ -357,6 +357,7 @@ If your reverse proxy is compatible to OpenAI specs in every other way, it may s
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const trimmedPartial = opts.getPartialText().replaceAll(':::plugin:::\n', '');
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responseMessage.text =
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trimmedPartial.length === 0 ? `${partialText}${this.result.output}` : partialText;
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addImages(this.result.intermediateSteps, responseMessage);
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await this.generateTextStream(this.result.output, opts.onProgress, { delay: 5 });
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return await this.handleResponseMessage(responseMessage, saveOptions, user);
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}
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@ -1,23 +1,68 @@
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/**
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* The `addImages` function corrects any erroneous image URLs in the `responseMessage.text`
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* and appends image observations from `intermediateSteps` if they are not already present.
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*
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* @function
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* @module addImages
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*
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* @param {Array.<Object>} intermediateSteps - An array of objects, each containing an observation.
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* @param {Object} responseMessage - An object containing the text property which might have image URLs.
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*
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* @property {string} intermediateSteps[].observation - The observation string which might contain an image markdown.
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* @property {string} responseMessage.text - The text which might contain image URLs.
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*
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* @example
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*
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* const intermediateSteps = [
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* { observation: '' }
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* ];
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* const responseMessage = { text: 'Some text with ' };
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*
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* addImages(intermediateSteps, responseMessage);
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*
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* console.log(responseMessage.text);
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* // Outputs: 'Some text with \n'
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*
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* @returns {void}
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*/
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function addImages(intermediateSteps, responseMessage) {
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if (!intermediateSteps || !responseMessage) {
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return;
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}
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// Correct any erroneous URLs in the responseMessage.text first
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intermediateSteps.forEach((step) => {
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const { observation } = step;
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if (!observation || !observation.includes('![')) {
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return;
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}
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// Extract the image file path from the observation
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const observedImagePath = observation.match(/\(\/images\/.*\.\w*\)/g)[0];
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const match = observation.match(/\/images\/.*\.\w*/);
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if (!match) {
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return;
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}
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const essentialImagePath = match[0];
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// Check if the responseMessage already includes the image file path
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if (!responseMessage.text.includes(observedImagePath)) {
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// If the image file path is not found, append the whole observation
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const regex = /!\[.*?\]\((.*?)\)/g;
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let matchErroneous;
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while ((matchErroneous = regex.exec(responseMessage.text)) !== null) {
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if (matchErroneous[1] && !matchErroneous[1].startsWith('/images/')) {
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responseMessage.text = responseMessage.text.replace(matchErroneous[1], essentialImagePath);
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}
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}
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});
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// Now, check if the responseMessage already includes the correct image file path and append if not
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intermediateSteps.forEach((step) => {
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const { observation } = step;
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if (!observation || !observation.includes('![')) {
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return;
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}
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const observedImagePath = observation.match(/\(\/images\/.*\.\w*\)/g);
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if (observedImagePath && !responseMessage.text.includes(observedImagePath[0])) {
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responseMessage.text += '\n' + observation;
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if (this.options.debug) {
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console.debug('added image from intermediateSteps');
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if (process.env.DEBUG_PLUGINS) {
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console.debug('[addImages] added image from intermediateSteps');
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}
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}
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});
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84
api/app/clients/output_parsers/addImages.spec.js
Normal file
84
api/app/clients/output_parsers/addImages.spec.js
Normal file
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@ -0,0 +1,84 @@
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let addImages = require('./addImages');
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describe('addImages', () => {
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let intermediateSteps;
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let responseMessage;
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let options;
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beforeEach(() => {
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intermediateSteps = [];
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responseMessage = { text: '' };
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options = { debug: false };
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this.options = options;
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addImages = addImages.bind(this);
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});
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it('should handle null or undefined parameters', () => {
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addImages(null, responseMessage);
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expect(responseMessage.text).toBe('');
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addImages(intermediateSteps, null);
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expect(responseMessage.text).toBe('');
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addImages(null, null);
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expect(responseMessage.text).toBe('');
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});
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it('should append correct image markdown if not present in responseMessage', () => {
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intermediateSteps.push({ observation: '' });
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addImages(intermediateSteps, responseMessage);
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expect(responseMessage.text).toBe('\n');
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});
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it('should not append image markdown if already present in responseMessage', () => {
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responseMessage.text = '';
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intermediateSteps.push({ observation: '' });
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addImages(intermediateSteps, responseMessage);
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expect(responseMessage.text).toBe('');
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});
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it('should correct and append image markdown with erroneous URL', () => {
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responseMessage.text = '';
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intermediateSteps.push({ observation: '' });
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addImages(intermediateSteps, responseMessage);
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expect(responseMessage.text).toBe('');
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});
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it('should correct multiple erroneous URLs in responseMessage', () => {
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responseMessage.text =
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' ';
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intermediateSteps.push({ observation: '' });
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intermediateSteps.push({ observation: '' });
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addImages(intermediateSteps, responseMessage);
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expect(responseMessage.text).toBe(' ');
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});
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it('should not append non-image markdown observations', () => {
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intermediateSteps.push({ observation: '[desc](/images/test.png)' });
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addImages(intermediateSteps, responseMessage);
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expect(responseMessage.text).toBe('');
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});
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it('should handle multiple observations', () => {
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intermediateSteps.push({ observation: '' });
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intermediateSteps.push({ observation: '' });
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addImages(intermediateSteps, responseMessage);
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expect(responseMessage.text).toBe('\n\n');
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});
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it('should not append if observation does not contain image markdown', () => {
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intermediateSteps.push({ observation: 'This is a test observation without image markdown.' });
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addImages(intermediateSteps, responseMessage);
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expect(responseMessage.text).toBe('');
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});
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it('should append correctly from a real scenario', () => {
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responseMessage.text =
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'Here is the generated image based on your request. It depicts a surreal landscape filled with floating musical notes. The style is impressionistic, with vibrant sunset hues dominating the scene. At the center, there\'s a silhouette of a grand piano, adding a dreamy emotion to the overall image. This could serve as a unique and creative music album cover. Would you like to make any changes or generate another image?';
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const originalText = responseMessage.text;
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const imageMarkdown = '';
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intermediateSteps.push({ observation: imageMarkdown });
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addImages(intermediateSteps, responseMessage);
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expect(responseMessage.text).toBe(`${originalText}\n${imageMarkdown}`);
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});
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});
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