From ab6b18bdea5c6d8cc39e0238232aee9370b7a885 Mon Sep 17 00:00:00 2001 From: Chris Chestnut Date: Thu, 9 May 2024 15:32:35 +0000 Subject: [PATCH 1/9] wip looking for feedback --- .../menu-example/generation/package.json | 30 ++++++ .../menu-example/generation/src/index.ts | 102 ++++++++++++++++++ .../menu-example/generation/tsconfig.json | 16 +++ 3 files changed, 148 insertions(+) create mode 100644 js/samples/menu-example/generation/package.json create mode 100644 js/samples/menu-example/generation/src/index.ts create mode 100644 js/samples/menu-example/generation/tsconfig.json diff --git a/js/samples/menu-example/generation/package.json b/js/samples/menu-example/generation/package.json new file mode 100644 index 000000000..978da6b8a --- /dev/null +++ b/js/samples/menu-example/generation/package.json @@ -0,0 +1,30 @@ +{ + "name": "generation", + "version": "1.0.0", + "description": "", + "main": "lib/index.js", + "scripts": { + "test": "echo \"Error: no test specified\" && exit 1", + "start": "node lib/index.js", + "compile": "tsc", + "build": "npm run build:clean && npm run compile", + "build:clean": "rm -rf ./lib", + "build:watch": "tsc --watch" + }, + "keywords": [], + "author": "", + "license": "ISC", + "dependencies": { + "@genkit-ai/ai": "^0.5.0-rc.9", + "@genkit-ai/core": "^0.5.0-rc.9", + "@genkit-ai/dotprompt": "^0.5.0-rc.9", + "@genkit-ai/flow": "^0.5.0-rc.9", + "@genkit-ai/google-cloud": "^0.5.0-rc.9", + "@genkit-ai/googleai": "^0.5.0-rc.9", + "express": "^4.19.2", + "zod": "^3.23.8" + }, + "devDependencies": { + "typescript": "^5.4.5" + } +} \ No newline at end of file diff --git a/js/samples/menu-example/generation/src/index.ts b/js/samples/menu-example/generation/src/index.ts new file mode 100644 index 000000000..0f4a49a25 --- /dev/null +++ b/js/samples/menu-example/generation/src/index.ts @@ -0,0 +1,102 @@ +/** + * Copyright 2024 Google LLC + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// This sample is referenced by the genkit docs. Changes should be made to +// both. +import { generate } from '@genkit-ai/ai'; +import { configureGenkit } from '@genkit-ai/core'; +import { defineFlow, startFlowsServer } from '@genkit-ai/flow'; +import { geminiPro, geminiProVision, googleAI } from '@genkit-ai/googleai'; +import * as z from 'zod'; +import { MessageData } from '@genkit-ai/ai/model'; + +configureGenkit({ + plugins: [ + googleAI(), + ], + logLevel: 'debug', + enableTracingAndMetrics: true, +}); + +export const menuSuggestionFlow = defineFlow( + { + name: 'menuSuggestionFlow', + inputSchema: z.string(), + outputSchema: z.string(), + }, + async (subject) => { + const llmResponse = await generate({ + prompt: `Suggest an item for the menu of a ${subject} themed restaurant`, + model: geminiPro, + config: { + temperature: 1, + }, + }); + + return llmResponse.text(); + } +); + +let chatHistory: MessageData[]; + +export const menuHistoryFlow = defineFlow( + { + name: 'menuHistoryFlow', + inputSchema: z.string(), + outputSchema: z.string(), + }, + async (subject) => { + let history = chatHistory; + const llmResponse = await generate({ + prompt: `Suggest an item for the menu of a ${subject} themed restaurant`, + history, + model: geminiPro, + config: { + temperature: 1, + }, + }); + chatHistory = llmResponse.toHistory(); + return llmResponse.text(); + } +) + +export const menuImageFlow = defineFlow({ + name: 'menuImageFlow', + inputSchema: z.object({ imageUrl: z.string(), subject: z.string()}), + outputSchema: z.string(), +}, + async (input) => { + const visionResponse = await generate({ + model: geminiProVision, + prompt: [ + { text: `Extract _all_ of the text, in order, + from the following image of a restaurant menu.`}, + { media: {url: input.imageUrl, contentType: 'image/jpeg'}} + ] + }); + const imageDescription = visionResponse.text(); + + const response = await generate({ + model: geminiPro, + prompt: `Here is the text of today's menu: ${imageDescription} + Theme the items to match the restaurant's ${input.subject} theme.` + }); + + return response.text(); + } +) + +startFlowsServer(); diff --git a/js/samples/menu-example/generation/tsconfig.json b/js/samples/menu-example/generation/tsconfig.json new file mode 100644 index 000000000..0932e7dc6 --- /dev/null +++ b/js/samples/menu-example/generation/tsconfig.json @@ -0,0 +1,16 @@ +{ + "compileOnSave": true, + "include": [ + "src" + ], + "compilerOptions": { + "module": "commonjs", + "noImplicitReturns": true, + "outDir": "lib", + "sourceMap": true, + "strict": true, + "target": "es2017", + "skipLibCheck": true, + "esModuleInterop": true + } +} \ No newline at end of file From 5142959ce54f5977ad784da01a49412f0edda2a0 Mon Sep 17 00:00:00 2001 From: Chris Chestnut Date: Thu, 9 May 2024 19:09:48 +0000 Subject: [PATCH 2/9] Add streaming example --- .../menu-example/generation/package.json | 2 +- .../menu-example/generation/src/index.ts | 59 +++++++++++++------ .../menu-example/generation/tsconfig.json | 6 +- 3 files changed, 45 insertions(+), 22 deletions(-) diff --git a/js/samples/menu-example/generation/package.json b/js/samples/menu-example/generation/package.json index 978da6b8a..2b8abf395 100644 --- a/js/samples/menu-example/generation/package.json +++ b/js/samples/menu-example/generation/package.json @@ -27,4 +27,4 @@ "devDependencies": { "typescript": "^5.4.5" } -} \ No newline at end of file +} diff --git a/js/samples/menu-example/generation/src/index.ts b/js/samples/menu-example/generation/src/index.ts index 0f4a49a25..830566dde 100644 --- a/js/samples/menu-example/generation/src/index.ts +++ b/js/samples/menu-example/generation/src/index.ts @@ -16,17 +16,15 @@ // This sample is referenced by the genkit docs. Changes should be made to // both. -import { generate } from '@genkit-ai/ai'; +import { generate, generateStream } from '@genkit-ai/ai'; +import { MessageData } from '@genkit-ai/ai/model'; import { configureGenkit } from '@genkit-ai/core'; import { defineFlow, startFlowsServer } from '@genkit-ai/flow'; import { geminiPro, geminiProVision, googleAI } from '@genkit-ai/googleai'; import * as z from 'zod'; -import { MessageData } from '@genkit-ai/ai/model'; configureGenkit({ - plugins: [ - googleAI(), - ], + plugins: [googleAI()], logLevel: 'debug', enableTracingAndMetrics: true, }); @@ -50,6 +48,30 @@ export const menuSuggestionFlow = defineFlow( } ); +export const menuStreamingSuggestionFlow = defineFlow( + { + name: 'menuStreamingSuggestionFlow', + inputSchema: z.string(), + outputSchema: z.string(), + }, + async (subject) => { + const { response, stream } = await generateStream({ + prompt: `Suggest many items for the menu of a ${subject} themed restaurant`, + model: geminiPro, + config: { + temperature: 1, + }, + }); + + for await (const chunk of stream()) { + console.log(chunk.text()); + } + + // you can also await the full response + console.log((await response()).text()); + } +); + let chatHistory: MessageData[]; export const menuHistoryFlow = defineFlow( @@ -71,32 +93,35 @@ export const menuHistoryFlow = defineFlow( chatHistory = llmResponse.toHistory(); return llmResponse.text(); } -) +); -export const menuImageFlow = defineFlow({ - name: 'menuImageFlow', - inputSchema: z.object({ imageUrl: z.string(), subject: z.string()}), - outputSchema: z.string(), -}, +export const menuImageFlow = defineFlow( + { + name: 'menuImageFlow', + inputSchema: z.object({ imageUrl: z.string(), subject: z.string() }), + outputSchema: z.string(), + }, async (input) => { const visionResponse = await generate({ model: geminiProVision, prompt: [ - { text: `Extract _all_ of the text, in order, - from the following image of a restaurant menu.`}, - { media: {url: input.imageUrl, contentType: 'image/jpeg'}} - ] + { + text: `Extract _all_ of the text, in order, + from the following image of a restaurant menu.`, + }, + { media: { url: input.imageUrl, contentType: 'image/jpeg' } }, + ], }); const imageDescription = visionResponse.text(); const response = await generate({ model: geminiPro, prompt: `Here is the text of today's menu: ${imageDescription} - Theme the items to match the restaurant's ${input.subject} theme.` + Theme the items to match the restaurant's ${input.subject} theme.`, }); return response.text(); } -) +); startFlowsServer(); diff --git a/js/samples/menu-example/generation/tsconfig.json b/js/samples/menu-example/generation/tsconfig.json index 0932e7dc6..efbb566bf 100644 --- a/js/samples/menu-example/generation/tsconfig.json +++ b/js/samples/menu-example/generation/tsconfig.json @@ -1,8 +1,6 @@ { "compileOnSave": true, - "include": [ - "src" - ], + "include": ["src"], "compilerOptions": { "module": "commonjs", "noImplicitReturns": true, @@ -13,4 +11,4 @@ "skipLibCheck": true, "esModuleInterop": true } -} \ No newline at end of file +} From 02b73a64b6b7c2b0cf2d69c366623291ab536dee Mon Sep 17 00:00:00 2001 From: Chris Chestnut Date: Thu, 9 May 2024 20:17:15 +0000 Subject: [PATCH 3/9] continued wip --- .../menu-example/generation/src/index.ts | 21 +++++++++++-------- 1 file changed, 12 insertions(+), 9 deletions(-) diff --git a/js/samples/menu-example/generation/src/index.ts b/js/samples/menu-example/generation/src/index.ts index 830566dde..607a06d44 100644 --- a/js/samples/menu-example/generation/src/index.ts +++ b/js/samples/menu-example/generation/src/index.ts @@ -72,8 +72,6 @@ export const menuStreamingSuggestionFlow = defineFlow( } ); -let chatHistory: MessageData[]; - export const menuHistoryFlow = defineFlow( { name: 'menuHistoryFlow', @@ -81,15 +79,20 @@ export const menuHistoryFlow = defineFlow( outputSchema: z.string(), }, async (subject) => { - let history = chatHistory; - const llmResponse = await generate({ + // lets do few-shot examples: generate a few different generations, keep adding the history + // before generating an item for the menu of a themed restaurant + let response = await generate({ + prompt: `Suggest an item for the menu of a ${subject} themed restaurant`, + model: geminiPro + }); + let history = response.toHistory(); + response = await generate({ prompt: `Suggest an item for the menu of a ${subject} themed restaurant`, - history, model: geminiPro, - config: { - temperature: 1, - }, + history, }); + h + chatHistory = llmResponse.toHistory(); return llmResponse.text(); } @@ -117,7 +120,7 @@ export const menuImageFlow = defineFlow( const response = await generate({ model: geminiPro, prompt: `Here is the text of today's menu: ${imageDescription} - Theme the items to match the restaurant's ${input.subject} theme.`, + Rename the items to match the restaurant's ${input.subject} theme.`, }); return response.text(); From 0c1f56a20bbc34c9d4ad23f03b6783c984eceef1 Mon Sep 17 00:00:00 2001 From: Chris Chestnut Date: Fri, 10 May 2024 14:12:15 +0000 Subject: [PATCH 4/9] moving generation example before rebase --- .../generation => docs-menu-generation}/package.json | 0 .../generation => docs-menu-generation}/src/index.ts | 0 .../generation => docs-menu-generation}/tsconfig.json | 0 3 files changed, 0 insertions(+), 0 deletions(-) rename js/samples/{menu-example/generation => docs-menu-generation}/package.json (100%) rename js/samples/{menu-example/generation => docs-menu-generation}/src/index.ts (100%) rename js/samples/{menu-example/generation => docs-menu-generation}/tsconfig.json (100%) diff --git a/js/samples/menu-example/generation/package.json b/js/samples/docs-menu-generation/package.json similarity index 100% rename from js/samples/menu-example/generation/package.json rename to js/samples/docs-menu-generation/package.json diff --git a/js/samples/menu-example/generation/src/index.ts b/js/samples/docs-menu-generation/src/index.ts similarity index 100% rename from js/samples/menu-example/generation/src/index.ts rename to js/samples/docs-menu-generation/src/index.ts diff --git a/js/samples/menu-example/generation/tsconfig.json b/js/samples/docs-menu-generation/tsconfig.json similarity index 100% rename from js/samples/menu-example/generation/tsconfig.json rename to js/samples/docs-menu-generation/tsconfig.json From ef1761feb58d6dd2009315c11da51ded6c9d4812 Mon Sep 17 00:00:00 2001 From: Chris Chestnut Date: Fri, 10 May 2024 14:49:53 +0000 Subject: [PATCH 5/9] generation sample ready for review --- js/pnpm-lock.yaml | 28 +++++++++++++ js/samples/docs-menu-generation/package.json | 15 ++++--- js/samples/docs-menu-generation/src/index.ts | 42 +++++++------------- 3 files changed, 50 insertions(+), 35 deletions(-) diff --git a/js/pnpm-lock.yaml b/js/pnpm-lock.yaml index 43b021368..3d904d2da 100644 --- a/js/pnpm-lock.yaml +++ b/js/pnpm-lock.yaml @@ -828,6 +828,34 @@ importers: specifier: ^5.3.3 version: 5.4.3 + samples/docs-menu-generation: + dependencies: + '@genkit-ai/ai': + specifier: workspace:* + version: link:../../ai + '@genkit-ai/core': + specifier: workspace:* + version: link:../../core + '@genkit-ai/firebase': + specifier: workspace:* + version: link:../../plugins/firebase + '@genkit-ai/flow': + specifier: workspace:* + version: link:../../flow + '@genkit-ai/googleai': + specifier: workspace:* + version: link:../../plugins/googleai + express: + specifier: ^4.19.2 + version: 4.19.2 + zod: + specifier: ^3.22.4 + version: 3.22.4 + devDependencies: + typescript: + specifier: ^5.3.3 + version: 5.4.3 + samples/eval: dependencies: '@genkit-ai/ai': diff --git a/js/samples/docs-menu-generation/package.json b/js/samples/docs-menu-generation/package.json index 2b8abf395..93a493670 100644 --- a/js/samples/docs-menu-generation/package.json +++ b/js/samples/docs-menu-generation/package.json @@ -15,16 +15,15 @@ "author": "", "license": "ISC", "dependencies": { - "@genkit-ai/ai": "^0.5.0-rc.9", - "@genkit-ai/core": "^0.5.0-rc.9", - "@genkit-ai/dotprompt": "^0.5.0-rc.9", - "@genkit-ai/flow": "^0.5.0-rc.9", - "@genkit-ai/google-cloud": "^0.5.0-rc.9", - "@genkit-ai/googleai": "^0.5.0-rc.9", + "@genkit-ai/ai": "workspace:*", + "@genkit-ai/core": "workspace:*", + "@genkit-ai/firebase": "workspace:*", + "@genkit-ai/flow": "workspace:*", + "@genkit-ai/googleai": "workspace:*", "express": "^4.19.2", - "zod": "^3.23.8" + "zod": "^3.22.4" }, "devDependencies": { - "typescript": "^5.4.5" + "typescript": "^5.3.3" } } diff --git a/js/samples/docs-menu-generation/src/index.ts b/js/samples/docs-menu-generation/src/index.ts index 607a06d44..f84b8123d 100644 --- a/js/samples/docs-menu-generation/src/index.ts +++ b/js/samples/docs-menu-generation/src/index.ts @@ -29,30 +29,11 @@ configureGenkit({ enableTracingAndMetrics: true, }); -export const menuSuggestionFlow = defineFlow( - { - name: 'menuSuggestionFlow', - inputSchema: z.string(), - outputSchema: z.string(), - }, - async (subject) => { - const llmResponse = await generate({ - prompt: `Suggest an item for the menu of a ${subject} themed restaurant`, - model: geminiPro, - config: { - temperature: 1, - }, - }); - - return llmResponse.text(); - } -); - export const menuStreamingSuggestionFlow = defineFlow( { name: 'menuStreamingSuggestionFlow', inputSchema: z.string(), - outputSchema: z.string(), + outputSchema: z.void(), }, async (subject) => { const { response, stream } = await generateStream({ @@ -63,8 +44,10 @@ export const menuStreamingSuggestionFlow = defineFlow( }, }); - for await (const chunk of stream()) { - console.log(chunk.text()); + for await (let chunk of stream()) { + for (let content of chunk.content) { + console.log(content.text); + } } // you can also await the full response @@ -82,19 +65,24 @@ export const menuHistoryFlow = defineFlow( // lets do few-shot examples: generate a few different generations, keep adding the history // before generating an item for the menu of a themed restaurant let response = await generate({ - prompt: `Suggest an item for the menu of a ${subject} themed restaurant`, + prompt: `Create examples of delicious menu entrees`, model: geminiPro }); let history = response.toHistory(); + response = await generate({ - prompt: `Suggest an item for the menu of a ${subject} themed restaurant`, + prompt: `Chicken is my favorite meat`, model: geminiPro, history, }); - h + history = response.toHistory(); - chatHistory = llmResponse.toHistory(); - return llmResponse.text(); + response = await generate({ + prompt: `Suggest an item for the menu of a ${subject} themed restaurant`, + model: geminiPro, + history, + }); + return response.text(); } ); From f544ae837125efc87924030d40b7ba2c3dd03724 Mon Sep 17 00:00:00 2001 From: Chris Chestnut Date: Fri, 10 May 2024 15:03:56 +0000 Subject: [PATCH 6/9] wip README --- js/samples/docs-menu-generation/README.md | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 js/samples/docs-menu-generation/README.md diff --git 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z6B-Y@>x*)XaHJqPx_=PSIe1C;6f67(HV=TJMG85Wt$jHUBSnrM*3%Uc8qz(*5r;Oi zGrBGEA&R=*8)CgObF$0R$h|&+0fjN+K@i3AFIGSm=U}F$5gu$ww^u=Q>8>~7W~T?j z-Z1_~p|`U=R$V=fJs%={2!vH5Gwp|boe@3~Mh}wt(M|QUzRHKdBUYha^1+y&^QedH z9Jt$p(%FsNG`K%4BDsfWyO5*y4pG$6RkHwjmiWD--S&-2@G%p;Mw6d17~pL%Xd9V~aR83&+fc?QP8c!bbG payI3fEGFrBm~pI literal 0 HcmV?d00001 From da2cc0e7db43fc21214861fb71312568857b4561 Mon Sep 17 00:00:00 2001 From: Chris Chestnut Date: Fri, 10 May 2024 15:16:58 +0000 Subject: [PATCH 8/9] Adding working flow examples to readme --- js/samples/docs-menu-generation/README.md | 30 ++++++++++++++++++++ js/samples/docs-menu-generation/src/index.ts | 5 ++-- 2 files changed, 32 insertions(+), 3 deletions(-) diff --git a/js/samples/docs-menu-generation/README.md b/js/samples/docs-menu-generation/README.md index e69de29bb..d3152d370 100644 --- a/js/samples/docs-menu-generation/README.md +++ b/js/samples/docs-menu-generation/README.md @@ -0,0 +1,30 @@ +## Build it + +``` +pnpm build +``` + +or if you need to, build everything: + +``` +cd ; pnpm run setup; cd - +``` + +where `` is the top level of the genkit repo. + +## Run the flows via cli + +``` +genkit flow:run menuStreamingFlow '"astronauts"' +genkit flow:run menuHistoryFlow '"cats"' +genkit flow:run menuImageFlow '{"imageUrl": "https://raw.githubusercontent.com/firebase/genkit/main/js/samples/docs-menu-generation/menu.jpeg", "subject": "tiger"}' +``` + +## Run the flow in the Developer UI + +``` +genkit start +``` + +Click on `menuHistoryFlow`, `menuStreamingFlow`, or `menuImageFlow` +in the lefthand navigation panel to run the new flows. diff --git a/js/samples/docs-menu-generation/src/index.ts b/js/samples/docs-menu-generation/src/index.ts index f84b8123d..2f40788ac 100644 --- a/js/samples/docs-menu-generation/src/index.ts +++ b/js/samples/docs-menu-generation/src/index.ts @@ -17,7 +17,6 @@ // This sample is referenced by the genkit docs. Changes should be made to // both. import { generate, generateStream } from '@genkit-ai/ai'; -import { MessageData } from '@genkit-ai/ai/model'; import { configureGenkit } from '@genkit-ai/core'; import { defineFlow, startFlowsServer } from '@genkit-ai/flow'; import { geminiPro, geminiProVision, googleAI } from '@genkit-ai/googleai'; @@ -66,7 +65,7 @@ export const menuHistoryFlow = defineFlow( // before generating an item for the menu of a themed restaurant let response = await generate({ prompt: `Create examples of delicious menu entrees`, - model: geminiPro + model: geminiPro, }); let history = response.toHistory(); @@ -76,7 +75,7 @@ export const menuHistoryFlow = defineFlow( history, }); history = response.toHistory(); - + response = await generate({ prompt: `Suggest an item for the menu of a ${subject} themed restaurant`, model: geminiPro, From fd4401fe2dbdaa42b296d34d79b0459b4a035d4d Mon Sep 17 00:00:00 2001 From: Chris Chestnut Date: Fri, 10 May 2024 17:16:01 +0000 Subject: [PATCH 9/9] history with chat example --- js/samples/docs-menu-generation/src/index.ts | 27 +++------- .../docs-menu-generation/src/menuHistory.ts | 52 +++++++++++++++++++ 2 files changed, 60 insertions(+), 19 deletions(-) create mode 100644 js/samples/docs-menu-generation/src/menuHistory.ts diff --git a/js/samples/docs-menu-generation/src/index.ts b/js/samples/docs-menu-generation/src/index.ts index 2f40788ac..c05c69f88 100644 --- a/js/samples/docs-menu-generation/src/index.ts +++ b/js/samples/docs-menu-generation/src/index.ts @@ -17,10 +17,12 @@ // This sample is referenced by the genkit docs. Changes should be made to // both. import { generate, generateStream } from '@genkit-ai/ai'; +import { MessageData } from '@genkit-ai/ai/model'; import { configureGenkit } from '@genkit-ai/core'; import { defineFlow, startFlowsServer } from '@genkit-ai/flow'; import { geminiPro, geminiProVision, googleAI } from '@genkit-ai/googleai'; import * as z from 'zod'; +import { sampleMenuHistory } from './menuHistory'; configureGenkit({ plugins: [googleAI()], @@ -28,9 +30,9 @@ configureGenkit({ enableTracingAndMetrics: true, }); -export const menuStreamingSuggestionFlow = defineFlow( +export const menuSuggestionFlowStreaming = defineFlow( { - name: 'menuStreamingSuggestionFlow', + name: 'menuSuggestionFlowStreaming', inputSchema: z.string(), outputSchema: z.void(), }, @@ -49,11 +51,11 @@ export const menuStreamingSuggestionFlow = defineFlow( } } - // you can also await the full response console.log((await response()).text()); } ); +let historyMap: MessageData[] = sampleMenuHistory; export const menuHistoryFlow = defineFlow( { name: 'menuHistoryFlow', @@ -61,26 +63,13 @@ export const menuHistoryFlow = defineFlow( outputSchema: z.string(), }, async (subject) => { - // lets do few-shot examples: generate a few different generations, keep adding the history - // before generating an item for the menu of a themed restaurant + let history = historyMap; let response = await generate({ - prompt: `Create examples of delicious menu entrees`, - model: geminiPro, - }); - let history = response.toHistory(); - - response = await generate({ - prompt: `Chicken is my favorite meat`, - model: geminiPro, - history, - }); - history = response.toHistory(); - - response = await generate({ - prompt: `Suggest an item for the menu of a ${subject} themed restaurant`, + prompt: `Suggest a menu item description for a ${subject} themed restaurant`, model: geminiPro, history, }); + historyMap = response.toHistory(); return response.text(); } ); diff --git a/js/samples/docs-menu-generation/src/menuHistory.ts b/js/samples/docs-menu-generation/src/menuHistory.ts new file mode 100644 index 000000000..7bb4f8839 --- /dev/null +++ b/js/samples/docs-menu-generation/src/menuHistory.ts @@ -0,0 +1,52 @@ +/** + * Copyright 2024 Google LLC + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import { MessageData } from '@genkit-ai/ai/model'; + +export const sampleMenuHistory: MessageData[] = [ + { + role: 'user', + content: [ + { + text: 'Suggest a single menu item title of a truck themed restaurant', + }, + ], + }, + { + role: 'model', + content: [ + { + text: '"Blazing Burnout Burger"', + }, + ], + }, + { + role: 'user', + content: [ + { + text: "That's pretty good, but suggest another one that's spicier", + }, + ], + }, + { + role: 'model', + content: [ + { + text: '"Redline Reaper Wrap"', + }, + ], + }, +];

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