diff --git a/apps/sim/app/api/tools/stagehand/agent/route.ts b/apps/sim/app/api/tools/stagehand/agent/route.ts index 870e9e09f..e9a6c7dbc 100644 --- a/apps/sim/app/api/tools/stagehand/agent/route.ts +++ b/apps/sim/app/api/tools/stagehand/agent/route.ts @@ -7,7 +7,6 @@ import { ensureZodObject, normalizeUrl } from '@/app/api/tools/stagehand/utils' const logger = createLogger('StagehandAgentAPI') -// Environment variables for Browserbase const BROWSERBASE_API_KEY = env.BROWSERBASE_API_KEY const BROWSERBASE_PROJECT_ID = env.BROWSERBASE_PROJECT_ID @@ -44,9 +43,7 @@ function extractActionDirectives(task: string): { let match let processedTask = task - // Find all action directives in the task while ((match = actionRegex.exec(task)) !== null) { - const _fullMatch = match[0] const actionText = match[1].trim() const index = match.index @@ -56,8 +53,6 @@ function extractActionDirectives(task: string): { }) } - // Replace action directives with placeholders for the agent - // We'll number them to make it clear to the agent what's happening if (actionDirectives.length > 0) { let offset = 0 for (let i = 0; i < actionDirectives.length; i++) { @@ -65,22 +60,18 @@ function extractActionDirectives(task: string): { const originalIndex = directive.index const placeholder = `[SECURE ACTION ${i + 1}]` - // Calculate position considering previous replacements const adjustedIndex = originalIndex - offset - // Get text to replace const fullMatch = task.substring( originalIndex, originalIndex + task.substring(originalIndex).indexOf(']]') + 2 ) - // Replace in processed task processedTask = processedTask.substring(0, adjustedIndex) + placeholder + processedTask.substring(adjustedIndex + fullMatch.length) - // Update offset for next replacement offset += fullMatch.length - placeholder.length } } @@ -88,7 +79,6 @@ function extractActionDirectives(task: string): { return { processedTask, actionDirectives } } -// Function to process secure actions in a given message async function processSecureActions( message: string, stagehand: Stagehand, @@ -98,21 +88,17 @@ async function processSecureActions( modifiedMessage: string executedActions: Array<{ action: string; result: { success: boolean; message: string } }> }> { - // Track executed actions and modified message const executedActions: Array<{ action: string; result: { success: boolean; message: string } }> = [] let modifiedMessage = message - // Look for secure action execute directives const secureActionMatches = [...message.matchAll(/EXECUTE SECURE ACTION (\d+)/gi)] - // Process each secure action request for (const match of secureActionMatches) { const fullMatch = match[0] - const actionIndex = Number.parseInt(match[1], 10) - 1 // Convert to 0-based index + const actionIndex = Number.parseInt(match[1], 10) - 1 if (actionDirectives[actionIndex]) { - // Found a secure action directive to execute const actionDirective = actionDirectives[actionIndex] let resultMessage = '' @@ -121,14 +107,10 @@ async function processSecureActions( action: actionDirective.action, }) - // Perform the action with variable substitution at runtime - // This uses act() directly, which handles variables securely - const result = await stagehand.page.act({ - action: actionDirective.action, + const result = await stagehand.act(actionDirective.action, { variables: variables || {}, }) - // Store the result for later reporting executedActions.push({ action: actionDirective.action, result: { @@ -137,7 +119,6 @@ async function processSecureActions( }, }) - // Success message to replace the execution request resultMessage = `\nSecure action ${actionIndex + 1} executed successfully.\n` } catch (error) { logger.error(`Error executing secure action ${actionIndex + 1}`, { @@ -145,7 +126,6 @@ async function processSecureActions( action: actionDirective.action, }) - // Store the failed result executedActions.push({ action: actionDirective.action, result: { @@ -154,14 +134,11 @@ async function processSecureActions( }, }) - // Error message to replace the execution request resultMessage = `\nError executing secure action ${actionIndex + 1}: ${error instanceof Error ? error.message : 'Unknown error'}\n` } - // Replace the execution directive with the result message modifiedMessage = modifiedMessage.replace(fullMatch, resultMessage) } else { - // Invalid action index - replace with error message const errorMessage = `\nError: Secure action ${actionIndex + 1} does not exist.\n` modifiedMessage = modifiedMessage.replace(fullMatch, errorMessage) } @@ -170,7 +147,6 @@ async function processSecureActions( return { modifiedMessage, executedActions } } -// Helper function for direct login attempt async function attemptDirectLogin( stagehand: Stagehand, variables: Record | undefined @@ -187,11 +163,9 @@ async function attemptDirectLogin( } } - // Define common variable keys for credentials const usernameKeys = ['username', 'email', 'user'] const passwordKeys = ['password', 'pass', 'secret'] - // Find the actual keys used in the variables const usernameKey = usernameKeys.find((key) => variables[key] !== undefined) const passwordKey = passwordKeys.find((key) => variables[key] !== undefined) @@ -210,9 +184,8 @@ async function attemptDirectLogin( logger.info('Attempting direct login with provided variables.') try { - const page = stagehand.page + const page = stagehand.context.pages()[0] - // Common selectors for username/email fields const usernameSelectors = [ 'input[type="text"][name*="user"]', 'input[type="email"]', @@ -225,7 +198,6 @@ async function attemptDirectLogin( 'input[aria-label*="email" i]', ] - // Common selectors for password fields const passwordSelectors = [ 'input[type="password"]', 'input[name*="pass"]', @@ -234,7 +206,6 @@ async function attemptDirectLogin( 'input[aria-label*="pass" i]', ] - // Common selectors for submit buttons const submitSelectors = [ 'button[type="submit"]', 'input[type="submit"]', @@ -246,12 +217,10 @@ async function attemptDirectLogin( 'button[name*="submit"]', ] - // Find and fill username let usernameFilled = false for (const selector of usernameSelectors) { const input = page.locator(selector).first() - if ((await input.count()) > 0 && (await input.isVisible({ timeout: 1000 }))) { - // Short timeout + if ((await input.count()) > 0 && (await input.isVisible())) { logger.info(`Found username field: ${selector}`) await input.fill(usernameValue) usernameFilled = true @@ -268,11 +237,10 @@ async function attemptDirectLogin( } } - // Find and fill password let passwordFilled = false for (const selector of passwordSelectors) { const input = page.locator(selector).first() - if ((await input.count()) > 0 && (await input.isVisible({ timeout: 1000 }))) { + if ((await input.count()) > 0 && (await input.isVisible())) { logger.info(`Found password field: ${selector}`) await input.fill(passwordValue) passwordFilled = true @@ -282,7 +250,6 @@ async function attemptDirectLogin( if (!passwordFilled) { logger.warn('Could not find a visible password field for direct login.') - // Even if password field not found, maybe username submit works? Unlikely but possible. return { attempted: true, success: false, @@ -291,20 +258,13 @@ async function attemptDirectLogin( } } - // Find and click submit button let submitClicked = false for (const selector of submitSelectors) { const button = page.locator(selector).first() - // Check if button exists and is visible/enabled - if ( - (await button.count()) > 0 && - (await button.isVisible({ timeout: 1000 })) && - (await button.isEnabled({ timeout: 1000 })) - ) { + if ((await button.count()) > 0 && (await button.isVisible())) { logger.info(`Found submit button: ${selector}`) await button.click() - // Wait longer for login processing - await page.waitForTimeout(3000) + await new Promise((resolve) => setTimeout(resolve, 3000)) submitClicked = true break } @@ -324,8 +284,6 @@ async function attemptDirectLogin( 'Direct login attempt completed (fields filled, submit clicked). Verifying result...' ) - // Verify if login was successful by checking for common success indicators - // 1. Check if we're redirected away from login page const currentUrl = page.url() const isStillOnLoginPage = currentUrl.includes('login') || @@ -334,9 +292,7 @@ async function attemptDirectLogin( currentUrl.includes('signup') || currentUrl.includes('register') - // 2. Check for login error messages const hasLoginError = await page.evaluate(() => { - // Look for common error message elements const errorSelectors = [ '[class*="error" i]', '[id*="error" i]', @@ -367,9 +323,7 @@ async function attemptDirectLogin( return false }) - // 3. Check for common success indicators const hasSuccessIndicators = await page.evaluate(() => { - // Check for user menu elements, profile info, etc. const userMenuSelectors = [ '[class*="avatar" i]', '[class*="profile" i]', @@ -454,26 +408,19 @@ export async function POST(request: NextRequest) { } const params = validationResult.data - // Simplify variable handling - safely convert any format to the object we need let variablesObject: Record | undefined - // Handle different formats of variables that might come from the UI if (params.variables) { if (Array.isArray(params.variables)) { - // For array format (from table input) variablesObject = {} params.variables.forEach((item: any) => { - // Check if item and item.cells exist, and Key is a string if (item?.cells?.Key && typeof item.cells.Key === 'string') { - // Access Key and Value within the 'cells' object variablesObject![item.cells.Key] = item.cells.Value || '' } }) } else if (typeof params.variables === 'object' && params.variables !== null) { - // For object format (already in correct format) variablesObject = { ...params.variables } } else if (typeof params.variables === 'string') { - // Handle string format (sometimes comes as JSON string) try { variablesObject = JSON.parse(params.variables) } catch (_e) { @@ -481,14 +428,12 @@ export async function POST(request: NextRequest) { } } - // Verify we have non-empty variables if (!variablesObject || Object.keys(variablesObject).length === 0) { logger.warn('Variables object is empty after processing', { originalVariables: params.variables, variablesType: typeof params.variables, }) - // Try to recover username/password from the raw variables if we can if (typeof params.variables === 'object' && params.variables !== null) { variablesObject = {} for (const key in params.variables) { @@ -502,7 +447,6 @@ export async function POST(request: NextRequest) { } } - // Log the collected variables (careful not to log actual passwords) if (variablesObject) { const safeVarKeys = Object.keys(variablesObject).map((key) => { return key.toLowerCase().includes('password') @@ -519,10 +463,8 @@ export async function POST(request: NextRequest) { const { task, startUrl: rawStartUrl, outputSchema, apiKey } = params - // Normalize the starting URL - only add https:// if needed let startUrl = rawStartUrl - // Add https:// if no protocol is specified startUrl = normalizeUrl(startUrl) logger.info('Starting Stagehand agent process', { @@ -532,7 +474,6 @@ export async function POST(request: NextRequest) { hasVariables: !!variablesObject && Object.keys(variablesObject).length > 0, }) - // Check for required environment variables if (!BROWSERBASE_API_KEY || !BROWSERBASE_PROJECT_ID) { logger.error('Missing required environment variables', { hasBrowserbaseApiKey: !!BROWSERBASE_API_KEY, @@ -546,68 +487,41 @@ export async function POST(request: NextRequest) { } try { - // Initialize Stagehand with Browserbase - logger.info('Initializing Stagehand with Browserbase') + logger.info('Initializing Stagehand with Browserbase (v3)') + stagehand = new Stagehand({ env: 'BROWSERBASE', apiKey: BROWSERBASE_API_KEY, projectId: BROWSERBASE_PROJECT_ID, verbose: 1, - // Use a custom logger wrapper that adapts our logger to Stagehand's expected format logger: (msg) => logger.info(typeof msg === 'string' ? msg : JSON.stringify(msg)), - disablePino: true, - modelName: 'claude-3-7-sonnet-20250219', - modelClientOptions: { - apiKey: apiKey, // User's OpenAI API key + model: { + modelName: 'claude-sonnet-4-20250514', + apiKey: apiKey, }, }) - // Initialize Stagehand logger.info('Starting stagehand.init()') await stagehand.init() logger.info('Stagehand initialized successfully') - // Monkey patch the page.act method to automatically apply variables to all actions - if (variablesObject && Object.keys(variablesObject).length > 0) { - logger.info('Setting up automatic variable substitution for all actions') - const originalAct = stagehand.page.act.bind(stagehand.page) - stagehand.page.act = async (options: any) => { - // If options is a string, convert it to object - if (typeof options === 'string') { - options = { action: options } - } + const page = stagehand.context.pages()[0] - // Ensure variables are included - options.variables = { ...(options.variables || {}), ...variablesObject } - - logger.info('Executing act with variables', { - action: options.action, - hasVariables: true, - variableCount: Object.keys(options.variables).length, - }) - - // Call original method - return originalAct(options) - } - } - - // Navigate to the start URL logger.info(`Navigating to ${startUrl}`) - await stagehand.page.goto(startUrl, { waitUntil: 'networkidle' }) + await page.goto(startUrl, { waitUntil: 'networkidle' }) logger.info('Navigation complete') - // Helper function to detect and navigate to login page if needed const ensureLoginPage = async (): Promise => { if (!stagehand) { logger.error('Stagehand instance is null') return false } + const currentPage = stagehand.context.pages()[0] logger.info('Checking if we need to navigate to login page') try { - // Check if we're already on a page with login form - const loginFormExists = await stagehand.page.evaluate(() => { + const loginFormExists = await currentPage.evaluate(() => { const usernameInput = document.querySelector( 'input[type="text"], input[type="email"], input[name="username"], input[id="username"]' ) @@ -620,10 +534,7 @@ export async function POST(request: NextRequest) { return true } - // Look for common login buttons/links - const loginElements = await stagehand.page.observe({ - instruction: 'Find login buttons or links on this page', - }) + const loginElements = await stagehand.observe('Find login buttons or links on this page') if (loginElements && loginElements.length > 0) { for (const element of loginElements) { @@ -633,18 +544,13 @@ export async function POST(request: NextRequest) { ) { logger.info(`Found login element: ${element.description}`) - // Click the login button/link if (element.selector) { logger.info(`Clicking login element: ${element.selector}`) - await stagehand.page.act({ - action: `Click on the ${element.description}`, - }) + await stagehand.act(`Click on the ${element.description}`) - // Wait for navigation or DOM changes - await stagehand.page.waitForTimeout(2000) + await new Promise((resolve) => setTimeout(resolve, 2000)) - // Check if we're now on login page - const loginPageAfterClick = await stagehand.page.evaluate(() => { + const loginPageAfterClick = await currentPage.evaluate(() => { const usernameInput = document.querySelector( 'input[type="text"], input[type="email"], input[name="username"], input[id="username"]' ) @@ -661,15 +567,13 @@ export async function POST(request: NextRequest) { } } - // Try direct navigation to /login if we couldn't find login elements logger.info('Trying direct navigation to /login path') - const currentUrl = await stagehand.page.url() + const currentUrl = currentPage.url() const loginUrl = new URL('/login', currentUrl).toString() - await stagehand.page.goto(loginUrl, { waitUntil: 'networkidle' }) + await currentPage.goto(loginUrl, { waitUntil: 'networkidle' }) - // Check if we're now on login page - const loginPageAfterDirectNav = await stagehand.page.evaluate(() => { + const loginPageAfterDirectNav = await currentPage.evaluate(() => { const usernameInput = document.querySelector( 'input[type="text"], input[type="email"], input[name="username"], input[id="username"]' ) @@ -690,14 +594,12 @@ export async function POST(request: NextRequest) { } } - // --- Direct Login Logic --- let directLoginAttempted = false let directLoginSuccess = false let loginMessage = '' - let taskForAgent = task // Use original task by default - let agentInstructions = '' // Will be generated below + let taskForAgent = task + let agentInstructions = '' - // Only attempt direct login if relevant variables exist const hasLoginVars = variablesObject && Object.keys(variablesObject).some((k) => @@ -725,7 +627,6 @@ export async function POST(request: NextRequest) { }) if (directLoginAttempted) { - // Modify task for agent regardless of login success/failure if (directLoginSuccess) { taskForAgent = `Login has been completed programmatically and was successful. Please verify that you are logged in and then proceed with the original task: ${task}` } else { @@ -741,19 +642,15 @@ export async function POST(request: NextRequest) { } else { logger.info('Skipping direct login: No relevant username/password variables found.') } - // --- End Direct Login Logic --- - // Extract action directives with variable placeholders (from original task) - const { processedTask, actionDirectives } = extractActionDirectives(task) // Use original task for extraction + const { processedTask, actionDirectives } = extractActionDirectives(task) logger.info('Extracted action directives', { actionCount: actionDirectives.length, hasActionDirectives: actionDirectives.length > 0, }) - // Generate instructions based on whether direct login was attempted if (directLoginAttempted) { - // Construct specific instructions based on login attempt outcome const loginInstructions = directLoginSuccess ? 'Login was completed programmatically and appears successful. Please VERIFY if the login was successful by checking for elements that only appear when logged in.' : `Login was attempted programmatically but appears to have FAILED (${loginMessage}). @@ -767,7 +664,6 @@ Once you've verified the login state, proceed with the following task: ${task} ${actionDirectives.length > 0 ? `\n\nNote on Secure Actions: You might see [SECURE ACTION X] placeholders. Handle these by outputting "EXECUTE SECURE ACTION X" when appropriate.` : ''} ${outputSchema && typeof outputSchema === 'object' && outputSchema !== null ? `\n\nIMPORTANT: You MUST return your final result in the following JSON format exactly:\n${formatSchemaForInstructions(getSchemaObject(outputSchema))}\n\nYour response should consist of valid JSON only, with no additional text.` : ''}` } else { - // Original detailed instructions if agent needs to handle login/placeholders agentInstructions = `You are a helpful web browsing assistant that will complete tasks on websites. Your goal is to accomplish the following task: ${processedTask}\n ${actionDirectives.length > 0 ? `\n\nYou'll see [SECURE ACTION X] placeholders in the task. These represent secure actions that will be handled automatically when you navigate to the appropriate page. When you reach a point where a secure action should be performed, output a line with exactly: "EXECUTE SECURE ACTION X" (where X is the action number). Then wait for confirmation before proceeding.` : ''}\n IMPORTANT: For any form fields that require sensitive information like usernames or passwords: @@ -790,40 +686,30 @@ WEBSITE NAVIGATION GUIDANCE: ${outputSchema && typeof outputSchema === 'object' && outputSchema !== null ? `\n\nIMPORTANT: You MUST return your final result in the following JSON format exactly:\n${formatSchemaForInstructions(getSchemaObject(outputSchema))}\n\nYour response should consist of valid JSON only, with no additional text. Ensure the data in your response adheres strictly to the schema provided.` : ''}` } - // Create agent to execute the task logger.info('Creating Stagehand agent', { directLoginAttempted, directLoginSuccess, loginMessage, }) - const agent = stagehand.agent({ - provider: 'anthropic', - model: 'claude-3-7-sonnet-20250219', - instructions: agentInstructions, // Use the generated instructions - options: { - apiKey: apiKey, - // Conditional additional instructions based on direct login attempt - additionalInstructions: directLoginAttempted - ? `Login was ${directLoginSuccess ? 'successfully completed' : 'attempted but failed'}. - ${loginMessage} - First check the current state of the page. - If login failed, you may need to click the login button again after ensuring fields are properly filled.` - : ` + + const additionalContext = directLoginAttempted + ? `Login was ${directLoginSuccess ? 'successfully completed' : 'attempted but failed'}. + ${loginMessage} + First check the current state of the page. + If login failed, you may need to click the login button again after ensuring fields are properly filled.` + : ` This task may contain placeholder variables like %username% and %password%. When you need to fill form fields, use these placeholders directly (e.g., type "%username%"). The system will substitute actual values when these placeholders are used, keeping sensitive data secure. - `.trim(), - }, + `.trim() + + const agent = stagehand.agent({ + model: 'anthropic/claude-sonnet-4-20250514', + systemPrompt: `${agentInstructions}\n\n${additionalContext}`, }) - // Since we can't use events directly, we'll need to handle secure actions - // by running the agent and then processing any EXECUTE SECURE ACTION directives - // in its output, then decide if we need to continue the conversation - - // Sequence to execute agent with secure action processing const runAgentWithSecureActions = async (): Promise => { - // Use taskForAgent which might have been modified if direct login occurred - let currentResult = await agent.execute(taskForAgent) + let currentResult = await agent.execute({ instruction: taskForAgent }) let allExecutedActions: Array<{ action: string result: { success: boolean; message: string } @@ -833,17 +719,13 @@ The system will substitute actual values when these placeholders are used, keepi while (iterationCount < maxIterations && stagehand !== null) { if (!currentResult.message) { - // No message to process, we're done break } - // Check if there are secure action directives in the message if (!/EXECUTE SECURE ACTION \d+/i.test(currentResult.message)) { - // No secure actions to execute, we're done break } - // Process secure actions in the message const { modifiedMessage, executedActions } = await processSecureActions( currentResult.message, stagehand, @@ -851,39 +733,28 @@ The system will substitute actual values when these placeholders are used, keepi variablesObject ) - // Add executed actions to our collection allExecutedActions = [...allExecutedActions, ...executedActions] if (executedActions.length === 0) { - // No actions were executed, we can stop break } - // Continue conversation with the agent using the modified message as context iterationCount++ - // Only continue if we need to - if we reached the final state - // with structured output, don't keep going const hasStructuredOutput = /```json|^\s*{/.test(modifiedMessage) if (hasStructuredOutput) { - // Already has structured output, let's not continue and risk losing it currentResult.message = modifiedMessage break } - // Continue the conversation with the agent logger.info( `Continuing agent execution with processed actions, iteration ${iterationCount}` ) try { - // Here we'd continue the agent conversation, but since agent.execute - // doesn't support continuation easily, we have to create a new prompt - // that synthesizes what's happened so far const continuationPrompt = `${modifiedMessage}\n\nPlease continue with the task.` - const nextResult = await agent.execute(continuationPrompt) + const nextResult = await agent.execute({ instruction: continuationPrompt }) - // Merge results - keep actions from both iterations but update message currentResult = { ...nextResult, actions: [...currentResult.actions, ...nextResult.actions], @@ -894,16 +765,14 @@ The system will substitute actual values when these placeholders are used, keepi } } - // Return the final result and all executed secure actions return { ...currentResult, secureActions: allExecutedActions, } } - // Execute the agent with secure action handling logger.info('Executing agent task', { - task: taskForAgent, // Log the task actually given to the agent + task: taskForAgent, actionDirectiveCount: actionDirectives.length, directLoginAttempted, directLoginSuccess, @@ -925,21 +794,16 @@ The system will substitute actual values when these placeholders are used, keepi executedActionCount: agentExecutionResult.secureActions?.length || 0, }) - // Parse the structured data from the agent's message if possible let structuredOutput = null if (agentResult.message) { try { - // Try to parse JSON from the message - // First, clean up the message to extract just the JSON let jsonContent = agentResult.message - // Look for JSON block markers in case the model wrapped it in ```json blocks const jsonBlockMatch = jsonContent.match(/```(?:json)?\s*([\s\S]*?)\s*```/) if (jsonBlockMatch?.[1]) { jsonContent = jsonBlockMatch[1] } - // Try to parse the content as JSON structuredOutput = JSON.parse(jsonContent) logger.info('Successfully parsed structured output from agent response') } catch (parseError) { @@ -948,7 +812,6 @@ The system will substitute actual values when these placeholders are used, keepi message: agentResult.message, }) - // If we have a schema, try one more approach with extract if ( outputSchema && typeof outputSchema === 'object' && @@ -960,12 +823,10 @@ The system will substitute actual values when these placeholders are used, keepi const schemaObj = getSchemaObject(outputSchema) const zodSchema = ensureZodObject(logger, schemaObj) - // Use the extract API to get structured data from whatever page we ended up on - structuredOutput = await stagehand.page.extract({ - instruction: - 'Extract the requested information from this page according to the schema', - schema: zodSchema, - } as any) + structuredOutput = await stagehand.extract( + 'Extract the requested information from this page according to the schema', + zodSchema + ) logger.info('Successfully extracted structured data as fallback', { keys: structuredOutput ? Object.keys(structuredOutput) : [], @@ -977,7 +838,6 @@ The system will substitute actual values when these placeholders are used, keepi } } - // Return agent result, structured output, and secure action results return NextResponse.json({ agentResult, structuredOutput, @@ -990,7 +850,6 @@ The system will substitute actual values when these placeholders are used, keepi stack: error instanceof Error ? error.stack : undefined, }) - // Provide detailed error information let errorMessage = 'Unknown error during agent execution' let errorDetails: Record = {} @@ -1001,7 +860,6 @@ The system will substitute actual values when these placeholders are used, keepi stack: error.stack, } - // Log additional properties for context const errorObj = error as any if (typeof errorObj.code !== 'undefined') { errorDetails.code = errorObj.code @@ -1036,7 +894,6 @@ The system will substitute actual values when these placeholders are used, keepi { status: 500 } ) } finally { - // Clean up Stagehand resources if (stagehand) { try { logger.info('Closing Stagehand instance') diff --git a/apps/sim/app/api/tools/stagehand/extract/route.ts b/apps/sim/app/api/tools/stagehand/extract/route.ts index 0ebdd9896..4ef4fd66f 100644 --- a/apps/sim/app/api/tools/stagehand/extract/route.ts +++ b/apps/sim/app/api/tools/stagehand/extract/route.ts @@ -7,7 +7,6 @@ import { ensureZodObject, normalizeUrl } from '@/app/api/tools/stagehand/utils' const logger = createLogger('StagehandExtractAPI') -// Environment variables for Browserbase const BROWSERBASE_API_KEY = env.BROWSERBASE_API_KEY const BROWSERBASE_PROJECT_ID = env.BROWSERBASE_PROJECT_ID @@ -21,7 +20,7 @@ const requestSchema = z.object({ }) export async function POST(request: NextRequest) { - let stagehand = null + let stagehand: Stagehand | null = null try { const body = await request.json() @@ -42,14 +41,13 @@ export async function POST(request: NextRequest) { } const params = validationResult.data - const { url: rawUrl, instruction, selector, useTextExtract, apiKey, schema } = params + const { url: rawUrl, instruction, selector, apiKey, schema } = params const url = normalizeUrl(rawUrl) logger.info('Starting Stagehand extraction process', { rawUrl, url, hasInstruction: !!instruction, - useTextExtract: !!useTextExtract, schemaType: typeof schema, }) @@ -79,16 +77,16 @@ export async function POST(request: NextRequest) { } try { - logger.info('Initializing Stagehand with Browserbase') + logger.info('Initializing Stagehand with Browserbase (v3)') + stagehand = new Stagehand({ env: 'BROWSERBASE', apiKey: BROWSERBASE_API_KEY, projectId: BROWSERBASE_PROJECT_ID, verbose: 1, logger: (msg) => logger.info(typeof msg === 'string' ? msg : JSON.stringify(msg)), - disablePino: true, - modelName: 'gpt-4o', - modelClientOptions: { + model: { + modelName: 'gpt-4o', apiKey: apiKey, }, }) @@ -97,8 +95,10 @@ export async function POST(request: NextRequest) { await stagehand.init() logger.info('Stagehand initialized successfully') + const page = stagehand.context.pages()[0] + logger.info(`Navigating to ${url}`) - await stagehand.page.goto(url, { waitUntil: 'networkidle' }) + await page.goto(url, { waitUntil: 'networkidle' }) logger.info('Navigation complete') logger.info('Preparing extraction schema', { @@ -130,32 +130,19 @@ export async function POST(request: NextRequest) { zodSchema = undefined } - const extractOptions: any = { - instruction, - useTextExtract: !!useTextExtract, - } - - if (zodSchema) { - extractOptions.schema = zodSchema - } - - if (selector) { - logger.info(`Using selector: ${selector}`) - extractOptions.selector = selector - } - - logger.info('Calling stagehand.page.extract with options', { - hasInstruction: !!extractOptions.instruction, - hasSchema: !!extractOptions.schema, - hasSelector: !!extractOptions.selector, - useTextExtract: extractOptions.useTextExtract, + logger.info('Calling stagehand.extract with options', { + hasInstruction: !!instruction, + hasSchema: !!zodSchema, + hasSelector: !!selector, }) let extractedData if (zodSchema) { - extractedData = await stagehand.page.extract(extractOptions) + extractedData = await stagehand.extract(instruction, zodSchema, { + selector: selector || undefined, + }) } else { - extractedData = await stagehand.page.extract(extractOptions.instruction) + extractedData = await stagehand.extract(instruction) } logger.info('Extraction successful', { diff --git a/apps/sim/blocks/blocks/stagehand.ts b/apps/sim/blocks/blocks/stagehand.ts index d04b7c81f..f8d4a5111 100644 --- a/apps/sim/blocks/blocks/stagehand.ts +++ b/apps/sim/blocks/blocks/stagehand.ts @@ -48,8 +48,119 @@ export const StagehandBlock: BlockConfig = { type: 'code', placeholder: 'Enter JSON Schema...', language: 'json', - generationType: 'json-schema', required: true, + wandConfig: { + enabled: true, + maintainHistory: true, + prompt: `You are an expert programmer specializing in creating JSON schemas for web scraping and data extraction. +Generate ONLY the JSON schema based on the user's request. +The output MUST be a single, valid JSON object, starting with { and ending with }. +The JSON object MUST have the following top-level properties: 'name' (string), 'description' (string), 'strict' (boolean, usually true), and 'schema' (object). +The 'schema' object must define the structure and MUST contain 'type': 'object', 'properties': {...}, 'additionalProperties': false, and 'required': [...]. +Inside 'properties', use standard JSON Schema properties (type, description, enum, items for arrays, etc.). + +Current schema: {context} + +Do not include any explanations, markdown formatting, or other text outside the JSON object. + +Valid Schema Examples: + +Example 1 (Product Extraction): +{ + "name": "product_info", + "description": "Extracts product information from an e-commerce page", + "strict": true, + "schema": { + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The product name" + }, + "price": { + "type": "string", + "description": "The product price" + }, + "description": { + "type": "string", + "description": "The product description" + } + }, + "additionalProperties": false, + "required": ["name", "price"] + } +} + +Example 2 (Article Extraction): +{ + "name": "article_content", + "description": "Extracts article content from a news or blog page", + "strict": true, + "schema": { + "type": "object", + "properties": { + "title": { + "type": "string", + "description": "The article headline" + }, + "author": { + "type": "string", + "description": "The article author" + }, + "publishDate": { + "type": "string", + "description": "The publication date" + }, + "content": { + "type": "string", + "description": "The main article text" + } + }, + "additionalProperties": false, + "required": ["title", "content"] + } +} + +Example 3 (List Extraction): +{ + "name": "search_results", + "description": "Extracts search results or list items from a page", + "strict": true, + "schema": { + "type": "object", + "properties": { + "items": { + "type": "array", + "description": "List of extracted items", + "items": { + "type": "object", + "properties": { + "title": { + "type": "string", + "description": "Item title" + }, + "url": { + "type": "string", + "description": "Item URL" + }, + "snippet": { + "type": "string", + "description": "Brief description or snippet" + } + }, + "additionalProperties": false, + "required": ["title"] + } + } + }, + "additionalProperties": false, + "required": ["items"] + } +} +`, + placeholder: 'Describe what data you want to extract from the webpage...', + generationType: 'json-schema', + }, }, ], tools: { diff --git a/apps/sim/blocks/blocks/stagehand_agent.ts b/apps/sim/blocks/blocks/stagehand_agent.ts index 2bb7494a2..acbbdc830 100644 --- a/apps/sim/blocks/blocks/stagehand_agent.ts +++ b/apps/sim/blocks/blocks/stagehand_agent.ts @@ -49,7 +49,118 @@ export const StagehandAgentBlock: BlockConfig = { type: 'code', placeholder: 'Enter JSON Schema...', language: 'json', - generationType: 'json-schema', + wandConfig: { + enabled: true, + maintainHistory: true, + prompt: `You are an expert programmer specializing in creating JSON schemas for web automation agents. +Generate ONLY the JSON schema based on the user's request. +The output MUST be a single, valid JSON object, starting with { and ending with }. +The JSON object MUST have the following top-level properties: 'name' (string), 'description' (string), 'strict' (boolean, usually true), and 'schema' (object). +The 'schema' object must define the structure and MUST contain 'type': 'object', 'properties': {...}, 'additionalProperties': false, and 'required': [...]. +Inside 'properties', use standard JSON Schema properties (type, description, enum, items for arrays, etc.). + +Current schema: {context} + +Do not include any explanations, markdown formatting, or other text outside the JSON object. + +Valid Schema Examples: + +Example 1 (Login Result): +{ + "name": "login_result", + "description": "Result of a login task performed by the agent", + "strict": true, + "schema": { + "type": "object", + "properties": { + "success": { + "type": "boolean", + "description": "Whether the login was successful" + }, + "username": { + "type": "string", + "description": "The username that was logged in" + }, + "dashboardUrl": { + "type": "string", + "description": "The URL of the dashboard after login" + } + }, + "additionalProperties": false, + "required": ["success"] + } +} + +Example 2 (Form Submission): +{ + "name": "form_submission_result", + "description": "Result of submitting a form", + "strict": true, + "schema": { + "type": "object", + "properties": { + "submitted": { + "type": "boolean", + "description": "Whether the form was submitted" + }, + "confirmationNumber": { + "type": "string", + "description": "Confirmation or reference number if provided" + }, + "errorMessage": { + "type": "string", + "description": "Error message if submission failed" + } + }, + "additionalProperties": false, + "required": ["submitted"] + } +} + +Example 3 (Data Collection): +{ + "name": "collected_data", + "description": "Data collected by the agent from multiple pages", + "strict": true, + "schema": { + "type": "object", + "properties": { + "items": { + "type": "array", + "description": "List of collected items", + "items": { + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "Item name" + }, + "value": { + "type": "string", + "description": "Item value or content" + }, + "sourceUrl": { + "type": "string", + "description": "URL where the item was found" + } + }, + "additionalProperties": false, + "required": ["name"] + } + }, + "totalCount": { + "type": "number", + "description": "Total number of items collected" + } + }, + "additionalProperties": false, + "required": ["items"] + } +} +`, + placeholder: 'Describe what output format you expect from the agent task...', + generationType: 'json-schema', + }, }, ], tools: { diff --git a/apps/sim/package.json b/apps/sim/package.json index e6432f8b4..fe68af4ca 100644 --- a/apps/sim/package.json +++ b/apps/sim/package.json @@ -33,7 +33,7 @@ "@azure/storage-blob": "12.27.0", "@better-auth/sso": "1.3.12", "@better-auth/stripe": "1.3.12", - "@browserbasehq/stagehand": "^2.0.0", + "@browserbasehq/stagehand": "^3.0.5", "@cerebras/cerebras_cloud_sdk": "^1.23.0", "@e2b/code-interpreter": "^2.0.0", "@hookform/resolvers": "^4.1.3", diff --git a/bun.lock b/bun.lock index e67538945..ec5f0c82c 100644 --- a/bun.lock +++ b/bun.lock @@ -1,5 +1,6 @@ { "lockfileVersion": 1, + "configVersion": 0, "workspaces": { "": { "name": "simstudio", @@ -80,7 +81,7 @@ "@azure/storage-blob": "12.27.0", "@better-auth/sso": "1.3.12", "@better-auth/stripe": "1.3.12", - "@browserbasehq/stagehand": "^2.0.0", + "@browserbasehq/stagehand": "^3.0.5", "@cerebras/cerebras_cloud_sdk": "^1.23.0", "@e2b/code-interpreter": "^2.0.0", "@hookform/resolvers": "^4.1.3", @@ -269,37 +270,35 @@ "packages": { 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