[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_176":177,"_178":179},"routes/_app.x.$handle.$name",{"_95":94,"_31":43,"_103":85,"_26":51,"_13":14,"_104":-5,"_11":105,"_106":107,"_108":109,"_110":111,"_112":113,"_20":-5,"_114":-5,"_115":-5,"_116":24,"_117":118,"_119":24,"_120":-5,"_121":-5,"_122":123},"routes/_app.x.$handle.$name.branch.$branch.version.$version.diff",{"_11":12,"_13":14,"_15":16,"_17":-5,"_18":-5},"project",{"_41":42,"_31":43,"_36":44,"_45":-5,"_46":24,"_47":48,"_49":48,"_50":51,"_52":-5,"_18":53,"_54":55,"_56":24,"_57":-5,"_58":59,"_60":61,"_62":63,"_64":-5,"_65":-5,"_66":-5,"_67":-5,"_68":69,"_70":69,"_71":72,"_73":72,"_74":72,"_75":69,"_76":69,"_77":78,"_79":80,"_81":82,"_83":24},"version",3,"changes",[19],"aiChatInfo","userId",{"_20":21,"_22":-7,"_23":24,"_25":24,"_26":27,"_28":27},"file",{"_29":30,"_31":27,"_32":33,"_34":35,"_36":37,"_38":14,"_39":40,"_23":24},"previous","deleted",false,"deletedHere","path","tools.tsx","latestPath","fileId","2c0f65b4-368c-11f0-b284-9e149126039e","name","fileType","script","content","import { tool } from \"npm:ai\";\nimport Exa from \"npm:exa-js\";\nimport { z } from \"npm:zod\";\n\nexport const planningTool = tool({\n description: \"Create a plan for completing your objective\",\n parameters: z.object({\n plan: z.string().describe(\"Your plan in markdown format.\"),\n }),\n execute: async ({ plan }) => {\n return {\n plan,\n };\n },\n});\n\nexport const thinkingTool = tool({\n description: \"Plan, think or reflect on your objective\",\n parameters: z.object({\n thoughts: z.string().describe(\"The results of your thinking.\"),\n }),\n execute: async ({ thoughts }) => {\n return {\n thoughts,\n };\n },\n});\n\nexport const statusTool = tool({\n description: \"Declare the final status of your objective\",\n parameters: z.object({\n statusCode: z.enum([\"SUCCESS\", \"FAILURE\"])\n .describe(\"The status code of the operation: SUCCESS, or FAILURE\"),\n statusMessage: z.string().describe(\"Additional details or message about the status\"),\n }),\n execute: async ({ statusCode, statusMessage }) => {\n return {\n statusCode,\n statusMessage,\n };\n },\n});\n\nexport const calculatorTool = tool({\n description: \"Perform a calculation\",\n parameters: z.object({\n operation: z.enum([\"add\", \"subtract\", \"multiply\", \"divide\"]).describe(\"The operation to perform\"),\n a: z.number().describe(\"The first number\"),\n b: z.number().describe(\"The second number\"),\n }),\n execute: async ({ operation, a, b }) => {\n // console.log(`Performing ${operation} on ${a} and ${b}...`);\n switch (operation) {\n case \"add\":\n return { result: a + b };\n case \"subtract\":\n return { result: a - b };\n case \"multiply\":\n return { result: a * b };\n case \"divide\":\n if (b === 0) return { error: \"Cannot divide by zero\" };\n return { result: a / b };\n default:\n return { error: \"Invalid operation\" };\n }\n },\n});\n\nexport const webSearchTool = tool({\n description: \"Use this tool to search the web for information. Returns URLs and content summaries.\",\n parameters: z.object({\n query: z\n .string()\n .describe(\n \"Search query. It can be semantic in the form of a natural language query or a keyword style query.\",\n ),\n }),\n execute: async ({ query }) => {\n const apiKey = Deno.env.get(\"EXA_API_KEY\");\n const exa = new Exa(apiKey);\n const result = await exa.searchAndContents(query, {\n text: true,\n type: \"neural\",\n summary: true,\n });\n return {\n result: result.results.map((result) => ({\n title: result.title || \"\",\n url: result.url || result.id || \"\",\n summary: result.summary || \"\",\n })),\n };\n },\n});\n\nexport const webFetchTool = tool({\n description: \"Use this tool to fetch the content of a website. Returns the content as plain text.\",\n parameters: z.object({\n url: z.string().describe(\"Url to download\"),\n }),\n execute: async ({ url }) => {\n const apiKey = Deno.env.get(\"EXA_API_KEY\");\n const exa = new Exa(apiKey);\n const result = await exa.getContents([url], { text: true });\n return {\n result: result.results.map((result) => ({\n url: result.url || result.id || \"\",\n title: result.title || \"\",\n author: result.author || \"\",\n text: result.text || \"\",\n highlights: result.highlights || [],\n })),\n };\n },\n});\n\nexport const tradeStocksTool = tool({\n description: \"Use this tool to buy or sell securities.\",\n parameters: z.object({\n action: z.enum([\"BUY\", \"SELL\", \"HOLD\"]).describe(\"Action to perform. Can be either 'BUY' or 'SELL'.\"),\n ticker_symbol: z.string().describe(\"Ticker symbol of the security to buy or sell.\"),\n amount: z.string().describe(\"Amount of shares to buy or sell.\"),\n price: z.string().describe(\"Price per share to buy or sell.\"),\n }),\n execute: async ({ action, ticker_symbol, amount, price }) => {\n return {\n result: `Fake ${action} order has been executed for ${amount} shares of ${ticker_symbol} at ${price}`,\n };\n },\n});\n\nexport const getWeatherTool = tool({\n description: \"Use this tool to get weather information for a given city.\",\n parameters: z.object({\n city: z.string().describe(\"City to get weather details for.\"),\n }),\n execute: async ({ city }) => {\n const result = await fetch(`https://wttr.in/${city}?format=j1`);\n return result.json();\n },\n});","createdAt",["D",1747863611098],"branchVersion","branchId","2bce6082-368c-11f0-917f-9e149126039e","id","2bce21b2-368c-11f0-917f-9e149126039e","autonomous-val",["D",1747863610672],"deletedAt","legacyEnvVars","privacy","public","httpPrivacy","description","","imageUrl","37acca80-7ad6-4dfc-9ad1-5e390b31a2c9","pinnedFileId","2c1117ec-368c-11f0-8f1a-9e149126039e","pinPreview","pinMigrated","screenshotVersion",17,"likeCount",9,"orgId","4645c6bd-04d4-40b6-84f2-3a647a2a6013","tursoName","tursoHostname","tursoMeasuredAt","pinned","userPerm","r","valPerm","blobPerm","rw","emailPerm","sqlitePerm","projectPerm","telemetryPerm","user",{"_95":94,"_102":98},"org",{"_95":94,"_96":-5,"_97":98,"_18":53,"_99":100,"_101":24},"branch",{"_13":84,"_31":85,"_41":40,"_86":42,"_87":-5,"_88":-5,"_89":-5,"_90":-5,"_91":-5,"_92":43,"_93":94},"isOwned",21,"main","projectId","forkedBranchId","forkedBranchVersion","forkedProjectPrivacy","forkedProjectId","forkedProjectOrgId","projectName","userHandle","abrinz","handle","displayName","avatar","https://img.clerk.com/eyJ0eXBlIjoicHJveHkiLCJzcmMiOiJodHRwczovL2ltYWdlcy5jbGVyay5kZXYvdXBsb2FkZWQvaW1nXzJ4OWhYS3laTE9RS1BHRVY1UzF6VVB4b3ZiTCJ9","tier","pro","canRestrictVals","profileImageUrl","branchName","adoptOrgId",{"_41":42,"_31":43,"_36":172,"_45":-5,"_46":24,"_47":48,"_49":48,"_50":51,"_52":-5,"_18":53,"_54":55,"_56":24,"_57":-5,"_58":59,"_60":61,"_62":63,"_64":-5,"_65":-5,"_66":-5,"_67":-5,"_68":69,"_70":69,"_71":72,"_73":72,"_74":72,"_75":69,"_76":69,"_77":173,"_79":174,"_81":175,"_83":24},"tree",[159,160,161],"files",[159,160,161],"counts",{"_149":132,"_150":138,"_151":61,"_152":153,"_154":155},"contents",[124,125,126],"upstreamProject","upstreamBranch","emptyEnvVars","flags",[],"hasHttpFiles","grants","orgs","customDomains",{},{"_41":142,"_31":143,"_29":144,"_128":-5,"_39":40,"_38":145,"_129":24,"_36":146,"_13":132,"_32":33,"_34":147,"_23":24,"_133":-5,"_26":148},{"_41":135,"_31":136,"_29":137,"_128":-5,"_39":40,"_38":138,"_129":130,"_36":139,"_13":132,"_32":33,"_34":140,"_23":24,"_133":-5,"_26":141},{"_41":127,"_31":27,"_29":30,"_128":-5,"_39":40,"_38":14,"_129":130,"_36":131,"_13":132,"_32":33,"_34":35,"_23":24,"_133":-5,"_26":134},"2c0f651e-368c-11f0-b284-9e149126039e","parentId","latest",true,["D",1747863611098],0,"label",[27],"2c0c37c2-368c-11f0-85ca-9e149126039e","prompt.tsx","2c0c39b6-368c-11f0-85ca-9e149126039e",2,["D",1747863611040],"export const getSystemPrompt = (tools: Record, maxSteps: number, streamResults = true): string => {\n return `\n\n- Current Time & Date: ${new Date().toLocaleString(\"en-US\", { timeZone: \"UTC\" })}\n- Available Tools: ${Object.keys(tools).join(\", \")}\n\n\n\n- You are a helpful AI assistant that completes tasks using available tools.\n- You like to talk through what you are doing and often preface tool calls with your thinking process. \n- You don't work in silence.\n\n\n\n- \n Never give up on an objective after just one attempt. For information queries, you must try at least 3 different approaches or tools before concluding a task cannot be completed.\n If initial results are incomplete or unsatisfactory, refine your search terms or try a different tool.\n For complex requests, cross-verify information from at least 2 different sources.\n\n\n- \n When using the planning tool, your plan must include:\n * At least 3 specific steps with concrete actions\n * Alternative approaches if initial attempts fail\n * Verification methods to ensure information quality\n * Expected outcomes for each step\n\n\n- \n For information gathering tasks:\n * Start with a broad query to understand the topic landscape\n * Follow up with specific queries to gather detailed information\n * Perform verification searches to confirm critical information\n * Always ask yourself \"What additional context or details would make this response more complete?\" before finishing\n\n\n- You can use up to ${maxSteps} steps at a time. Utilize your best judgment to decide how many steps you should use to complete objectives.\n- Run tools in parallel when sensible.\n\n\n${\n !streamResults\n ? `\n\n- You must use the statusTool to declare the success or failure of objectives once completed\n- When an objective is successfully completed, call statusTool with a \"SUCCESS\" status and a brief message describing what was accomplished\n- When an objective cannot be completed despite multiple attempts, call statusTool with a \"FAILURE\" status and explain why the task couldn't be completed\n- Your status messages should be concise but informative, summarizing the outcome in 1-2 sentences\n- Always use statusTool as your final action when you've determined an objective is either completed or cannot be completed\n`\n : \"\"\n }\n`;\n};",[136],"2c0729d0-368c-11f0-b862-9e149126039e","agent.tsx","2c072a84-368c-11f0-b862-9e149126039e",1,["D",1747863611040],"import { anthropic } from \"npm:@ai-sdk/anthropic\";\nimport { openai } from \"npm:@ai-sdk/openai\";\nimport { generateText, streamText } from \"npm:ai\";\nimport { getSystemPrompt } from \"./prompt.tsx\";\nimport {\n calculatorTool,\n getWeatherTool,\n planningTool,\n statusTool,\n thinkingTool,\n tradeStocksTool,\n webFetchTool,\n webSearchTool,\n} from \"./tools.tsx\";\n\nimport { formatResult, parseStatusToolResult } from \"./utils.tsx\";\n\nexport default async function POST(req: Request) {\n if (req.headers.get(\"Authorization\") !== `Bearer ${Deno.env.get(\"AGENT_API_KEY\")}`) {\n return new Response(\"Unauthorized\", { status: 401 });\n }\n const { messages, streamResults } = await req.json();\n\n const tools = {\n planningTool,\n thinkingTool,\n calculatorTool,\n webSearchTool,\n webFetchTool,\n tradeStocksTool,\n getWeatherTool,\n };\n\n const maxSteps = 10;\n\n const model = Deno.env.get(\"ANTHROPIC_API_KEY\") ? anthropic(\"claude-3-7-sonnet-latest\") : openai(\"gpt-4.1\");\n\n const options = {\n model,\n temperature: 0.1,\n maxSteps,\n messages: [\n {\n role: \"system\",\n content: getSystemPrompt(tools, maxSteps, streamResults),\n },\n ...messages,\n ],\n onStepFinish: (step: any) => {\n if (step.toolResults) {\n console.log(step.toolResults.map((result: any) => ({\n toolCallId: result.toolCallId,\n toolName: result.toolName,\n args: result.args,\n result: result.result,\n })));\n }\n },\n };\n\n if (streamResults) {\n // Streaming Chat Mode\n const result = streamText({\n ...options,\n toolChoice: \"auto\",\n tools,\n });\n return result.toDataStreamResponse();\n } else {\n // Autonomous Agent Mode\n const autonomousTools = { statusTool, ...tools }; // add a status tool\n const result = await generateText({\n ...options,\n tools: autonomousTools,\n toolChoice: \"required\",\n experimental_prepareStep: async ({ steps }: { steps: any[] }) => {\n // This is a hack to exit agent loop when the statusTool is called\n // v5 of the AI SDK will have a continueUtil parameter\n if (steps.length > 0 && parseStatusToolResult(steps[steps.length - 1])) {\n return {\n experimental_activeTools: [],\n };\n }\n },\n });\n\n return new Response(\n JSON.stringify(formatResult(result), null, 2),\n {\n headers: { \"Content-Type\": \"application/json\" },\n },\n );\n }\n}",[143],"pulls","branches","forks","envVars",{"_156":132,"_158":132},"connections",{"_156":132,"_157":132},"count","unfilledCount","emptyCount",{"_41":142,"_31":143,"_29":144,"_128":-5,"_39":40,"_38":145,"_129":24,"_36":169,"_13":132,"_32":33,"_34":147,"_23":24,"_133":-5,"_163":170,"_26":171},{"_41":135,"_31":136,"_29":137,"_128":-5,"_39":40,"_38":138,"_129":130,"_36":166,"_13":132,"_32":33,"_34":140,"_23":24,"_133":-5,"_163":167,"_26":168},{"_41":127,"_31":27,"_29":30,"_128":-5,"_39":40,"_38":14,"_129":130,"_36":162,"_13":132,"_32":33,"_34":35,"_23":24,"_133":-5,"_163":164,"_26":165},["D",1747863611098],"children",[],[27],["D",1747863611040],[],[136],["D",1747863611040],[],[143],["D",1747863610672],{"_95":94,"_102":98},{"_95":94,"_96":-5,"_97":98,"_18":53,"_99":100,"_101":24},{"_13":84,"_31":85,"_41":40,"_86":42,"_87":-5,"_88":-5,"_89":-5,"_90":-5,"_91":-5,"_92":43,"_93":94},"ctx",{"_77":-5,"_121":209,"_210":211,"_212":213,"_214":24,"_215":24,"_216":24,"_217":130,"_218":-5,"_219":-7,"_220":-7,"_221":132,"_222":24,"_223":24,"_224":-5,"_225":24,"_226":24,"_227":24,"_228":-5},"ENV",{"_180":181,"_182":183,"_184":85,"_185":186,"_187":188,"_189":190,"_191":192,"_193":194,"_195":196,"_197":198,"_199":200,"_201":202,"_203":204,"_205":206,"_207":208},"REACT_APP_SENTRY_DSN","https://586020d86f05489db63a554690acf1e9@o1398359.ingest.sentry.io/6724499","RENDER_GIT_COMMIT","811aa22498c9b0b5a47e8d778de579cdb990f332","RENDER_GIT_BRANCH","POSTHOG_API_TOKEN","phc_nmoyuAkStEZuUp69rYlg1DZgrIt19Gx0Y4Hwf8tGgJP","POSTHOG_API_HOST","https://wart.val.town","WEB_API_TEMPLATE","https://{val}.web.val.run","APP_URL","https://www.val.town","MODULE_URL","https://esm.town","VANITY_WEB_API_TEMPLATE","https://{label}.val.run/","DENOLS_URL","https://lsp.val.town","NODE_ENV","production","CLOUDFLARE_TURNSTILE_SITE_KEY","0x4AAAAAACtaIZJH7s9rBMZ6","GOOGLE_CLIENT_ID","875989696899-jtsqkhlbdv5jrlsk8631p7ipjg3c6o62.apps.googleusercontent.com","STRIPE_PUBLISHABLE_KEY","pk_live_51N2zvWEpZTTLipIkVEwXrUG9AT0yeOOEYxszarZT1jpsZV58Ly6wlg3SltZpHN26CUalOBmUSY7adQRQiSkCZz2500qSXNkf8Y","API_URL","https://api.val.town",[],"preferencesKeybindings","default","preferencesTheme","light","preferencesFixers","preferencesCopilot","preferencesSelectionAi","preferencesCloseBrackets","preferencesChatPanelState","preferencesDprint","preferencesDenofmt","notificationCount","flagDenols","isBusinessOrgMember","businessOrgHandle","isBusinessOrgAdmin","isHigherTownieTier","navCollapsed","currentOrgId"]

Diff · v3