diff --git a/examples/ollama.ts b/examples/ollama.ts index 2ba5b0b..9dc2165 100644 --- a/examples/ollama.ts +++ b/examples/ollama.ts @@ -1,5 +1,5 @@ import { chromium } from 'playwright' -import { ollama } from 'ollama-ai-provider' +import { ollama } from 'ollama-ai-provider-v2' import { z } from 'zod' import LLMScraper from './../src' diff --git a/package-lock.json b/package-lock.json index b9f9528..d5f4ca3 100644 --- a/package-lock.json +++ b/package-lock.json @@ -9,113 +9,98 @@ "version": "1.6.0", "license": "MIT", "dependencies": { - "@ai-sdk/provider": "^1.1.3", - "ai": "^4.3.15", - "turndown": "^7.2.0", - "zod-to-json-schema": "^3.24.5" + "@ai-sdk/provider": "^2.0.0", + "@alcyone-labs/zod-to-json-schema": "^4.0.10", + "ai": "^5.0.93", + "ollama-ai-provider-v2": "^1.5.4", + "turndown": "^7.2.0" }, "devDependencies": { - "@ai-sdk/openai": "^1.3.22", + "@ai-sdk/openai": "^2.0.67", "@types/node": "^22.15.18", "@types/react": "^18.2.79", - "ollama-ai-provider": "^1.2.0", "playwright": "^1.52.0", "typescript": "^5.8.3", "vitest": "^3.1.3", - 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}, - "node_modules/zod-to-json-schema": { - "version": "3.24.5", - "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.5.tgz", - "integrity": "sha512-/AuWwMP+YqiPbsJx5D6TfgRTc4kTLjsh5SOcd4bLsfUg2RcEXrFMJl1DGgdHy2aCfsIA/cr/1JM0xcB2GZji8g==", - "license": "ISC", - "peerDependencies": { - "zod": "^3.24.1" - } } } } diff --git a/package.json b/package.json index 99bf40c..6f1a312 100644 --- a/package.json +++ b/package.json @@ -26,19 +26,19 @@ }, "homepage": "https://github.com/mishushakov/llm-scraper#readme", "dependencies": { - "@ai-sdk/provider": "^1.1.3", - "ai": "^4.3.15", - "turndown": "^7.2.0", - "zod-to-json-schema": "^3.24.5" + "@ai-sdk/provider": "^2.0.0", + "@alcyone-labs/zod-to-json-schema": "^4.0.10", + "ai": "^5.0.93", + "ollama-ai-provider-v2": "^1.5.4", + "turndown": "^7.2.0" }, "devDependencies": { - "@ai-sdk/openai": "^1.3.22", + "@ai-sdk/openai": "^2.0.67", "@types/node": "^22.15.18", "@types/react": "^18.2.79", - "ollama-ai-provider": "^1.2.0", "playwright": "^1.52.0", "typescript": "^5.8.3", "vitest": "^3.1.3", - "zod": "^3.24.4" + "zod": "^4.0.16" } } diff --git a/src/index.ts b/src/index.ts index 311f92b..e271015 100644 --- a/src/index.ts +++ b/src/index.ts @@ -1,7 +1,8 @@ import { type Page } from 'playwright' -import { LanguageModelV1 } from '@ai-sdk/provider' +import { LanguageModelV2 } from '@ai-sdk/provider' import { z } from 'zod' -import { Schema } from 'ai' +import { Schema as AiSchema } from 'ai' + import { preprocess, PreProcessOptions } from './preprocess.js' import { generateAISDKCompletions, @@ -9,37 +10,42 @@ import { generateAISDKCode, } from './models.js' +// Options for high-level LLM calls export type ScraperLLMOptions = { prompt?: string temperature?: number - maxTokens?: number + maxOutputTokens?: number topP?: number mode?: 'auto' | 'json' | 'tool' - output?: 'array' } +// Options for code generation export type ScraperGenerateOptions = Omit< ScraperLLMOptions, - 'output' | 'mode' + 'mode' > & { - format?: 'html'| 'raw_html' + format?: 'html' | 'raw_html' } +// Combined options for running scraper export type ScraperRunOptions = ScraperLLMOptions & PreProcessOptions +// Union schema type that matches models.ts +export type ZodOrAiSchema = z.ZodType | AiSchema + export default class LLMScraper { - constructor(private client: LanguageModelV1) { + constructor(private client: LanguageModelV2) { this.client = client } - // Pre-process the page and generate completion + // Run the scraper end-to-end async run( page: Page, - schema: z.Schema | Schema, + schema: ZodOrAiSchema, options?: ScraperRunOptions ) { const preprocessed = await preprocess(page, options) - return generateAISDKCompletions( + return generateAISDKCompletions( this.client, preprocessed, schema, @@ -47,23 +53,33 @@ export default class LLMScraper { ) } - // Pre-process the page and stream completion + // Stream partial results from the scraper async stream( page: Page, - schema: z.Schema | Schema, + schema: ZodOrAiSchema, options?: ScraperRunOptions ) { const preprocessed = await preprocess(page, options) - return streamAISDKCompletions(this.client, preprocessed, schema, options) + return streamAISDKCompletions( + this.client, + preprocessed, + schema, + options + ) } - // Pre-process the page and generate code + // Generate scraping code instead of data async generate( page: Page, - schema: z.Schema | Schema, + schema: ZodOrAiSchema, options?: ScraperGenerateOptions ) { const preprocessed = await preprocess(page, options) - return generateAISDKCode(this.client, preprocessed, schema, options) + return generateAISDKCode( + this.client, + preprocessed, + schema, + options + ) } } diff --git a/src/models.ts b/src/models.ts index 5abb444..10fd64d 100644 --- a/src/models.ts +++ b/src/models.ts @@ -1,15 +1,18 @@ -import { LanguageModelV1 } from '@ai-sdk/provider' +import { LanguageModelV2 } from '@ai-sdk/provider' import { generateObject, generateText, streamObject, UserContent, - Schema, + Schema as AiSchema, } from 'ai' -import { z } from 'zod' +import { z, ZodTypeAny } from 'zod' import { ScraperLLMOptions, ScraperGenerateOptions } from './index.js' import { PreProcessResult } from './preprocess.js' -import { zodToJsonSchema } from 'zod-to-json-schema' +import { zodToJsonSchema } from '@alcyone-labs/zod-to-json-schema' + +// Unified schema type +type ZodOrAiSchema = ZodTypeAny | AiSchema const defaultPrompt = 'You are a sophisticated web scraper. Extract the contents of the webpage' @@ -33,18 +36,18 @@ function prepareAISDKPage(page: PreProcessResult): UserContent { }, ] } - return [{ type: 'text', text: page.content }] } -export async function generateAISDKCompletions( - model: LanguageModelV1, +export async function generateAISDKCompletions( + model: LanguageModelV2, page: PreProcessResult, - schema: z.Schema | Schema, + schema: ZodOrAiSchema, options?: ScraperLLMOptions ) { const content = prepareAISDKPage(page) - const result = await generateObject({ + + const result = await generateObject({ model, messages: [ { role: 'system', content: options?.prompt || defaultPrompt }, @@ -52,10 +55,9 @@ export async function generateAISDKCompletions( ], schema, temperature: options?.temperature, - maxTokens: options?.maxTokens, + maxOutputTokens: options?.maxOutputTokens, topP: options?.topP, mode: options?.mode, - output: options?.output, }) return { @@ -64,23 +66,23 @@ export async function generateAISDKCompletions( } } -export function streamAISDKCompletions( - model: LanguageModelV1, +export function streamAISDKCompletions( + model: LanguageModelV2, page: PreProcessResult, - schema: z.Schema | Schema, + schema: ZodOrAiSchema, options?: ScraperLLMOptions ) { const content = prepareAISDKPage(page) - const { partialObjectStream } = streamObject({ + + const { partialObjectStream } = streamObject({ model, messages: [ { role: 'system', content: options?.prompt || defaultPrompt }, { role: 'user', content }, ], schema, - output: options?.output, temperature: options?.temperature, - maxTokens: options?.maxTokens, + maxOutputTokens: options?.maxOutputTokens, topP: options?.topP, mode: options?.mode, }) @@ -91,10 +93,10 @@ export function streamAISDKCompletions( } } -export async function generateAISDKCode( - model: LanguageModelV1, +export async function generateAISDKCode( + model: LanguageModelV2, page: PreProcessResult, - schema: z.Schema | Schema, + schema: ZodOrAiSchema, options?: ScraperGenerateOptions ) { const parsedSchema = @@ -112,7 +114,7 @@ export async function generateAISDKCode( }, ], temperature: options?.temperature, - maxTokens: options?.maxTokens, + maxOutputTokens: options?.maxOutputTokens, topP: options?.topP, })