diff --git a/README.md b/README.md index 90f897c..8f5303f 100644 --- a/README.md +++ b/README.md @@ -22,6 +22,7 @@ For information on how to run each project, see the README in each directory. | Project | Description | | ---------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | [Anchor Browser web scraper](/anchor-browser-web-scraper) | Automated web monitoring using Trigger.dev's job scheduling and Anchor Browser's AI-powered browser automation tools. | +| [Apify lead research](/apify-lead-research) | Lead research for sales with [Apify](https://apify.com) Actors: a scheduled Google Maps scrape that suspends until Apify's webhook arrives, website enrichment, and a [chat agent](https://trigger.dev/docs/ai-chat/overview) that finds and runs Actors after you approve them | | [Article summary workflow](/article-summary-workflow) | Create audio summaries of newspaper articles using a human-in-the-loop workflow with [ReactFlow](https://reactflow.dev/), [Trigger.dev Realtime](https://trigger.dev/docs/realtime/overview) and [waitpoints](https://trigger.dev/blog/v4-beta-launch#waitpoints) | | [Batch LLM evaluator](/batch-llm-evaluator) | Batch processing tool for evaluating LLM responses from a single prompt using Vercel's [AI SDK](https://sdk.vercel.ai/docs/introduction) and [Trigger.dev Realtime](https://trigger.dev/docs/realtime/overview) | | [Building effective agents](/building-effective-agents) | 5 different patterns for building effective AI agents with Trigger.dev; [Prompt chaining](/building-effective-agents/src/trigger/trigger/translate-copy.ts), [Routing](/building-effective-agents/src/trigger/trigger/routing-questions.ts), [Parallelization](/building-effective-agents/src/trigger/trigger/parallel-llm-calls.ts), [Orchestrator-workers](/building-effective-agents/src/trigger/trigger/orchestrator-workers.ts) | diff --git a/apify-lead-research/.env.example b/apify-lead-research/.env.example new file mode 100644 index 0000000..2e23dbd --- /dev/null +++ b/apify-lead-research/.env.example @@ -0,0 +1,18 @@ +# Your Trigger.dev project ref (from the project settings page in the dashboard) +TRIGGER_PROJECT_REF=proj_xxxxxxxxxxxxxxxxxxxxxxxx + +# Your Trigger.dev secret key (API keys page in the dashboard). Used by the +# Next.js server actions to create chat sessions and mint session tokens. +TRIGGER_SECRET_KEY=tr_dev_xxxxxxxxxxxxxxxxxxxxxxxx + +# Used by the tasks. `trigger dev` reads them from this file. For deployed runs, +# set them on the Environment Variables page in the Trigger.dev dashboard. +# +# Apify API token: https://console.apify.com/settings/integrations?utm_source=trigger.dev&utm_medium=integrations +APIFY_TOKEN=apify_api_xxxxxxxxxxxxxxxxxxxxxxxx +# Anthropic API key: https://console.anthropic.com/settings/keys +ANTHROPIC_API_KEY=sk-ant-xxxxxxxxxxxxxxxxxxxxxxxx + +# Only needed if you're not using cloud.trigger.dev (e.g. self-hosting): +# TRIGGER_API_URL=https://your-trigger-instance.example.com +# NEXT_PUBLIC_TRIGGER_API_URL=https://your-trigger-instance.example.com diff --git a/apify-lead-research/.gitignore b/apify-lead-research/.gitignore new file mode 100644 index 0000000..031200e --- /dev/null +++ b/apify-lead-research/.gitignore @@ -0,0 +1,6 @@ +node_modules +.env +.trigger +.next +next-env.d.ts +*.tsbuildinfo diff --git a/apify-lead-research/README.md b/apify-lead-research/README.md new file mode 100644 index 0000000..a0ec753 --- /dev/null +++ b/apify-lead-research/README.md @@ -0,0 +1,127 @@ +# Lead research with Apify and Trigger.dev + +A lead research desk for a sales team, built with [Trigger.dev](https://trigger.dev) and [Apify](https://apify.com) Actors: + +- A **scheduled task** finds businesses on Google Maps for a search term and location. +- An **enrichment task** reads each business's website and extracts contact details and a summary. +- A **chat agent** answers questions the fixed pipeline doesn't cover, such as recent reviews, by finding and running an Apify Actor after you approve it. + +Each part runs Apify Actors in a different way, because each has a different job: + +| Pattern | Task | Use it when | +| --- | --- | --- | +| Start the Actor and suspend until its webhook arrives | `run-actor`, used by `discover-leads` | The Actor takes minutes to hours | +| Wait for the Actor inline | `enrich-lead` | The Actor finishes in seconds | +| Agent tools with approval | `research-agent` | The question decides which Actor runs | + +## How it works + +### Bulk discovery: suspend on a webhook + +`discover-leads` (`src/trigger/discover-leads.ts`) is a [scheduled task](https://trigger.dev/docs/tasks/scheduled). It runs [Google Maps Scraper](https://apify.com/compass/crawler-google-places) through `run-actor` (`src/trigger/run-actor.ts`), which: + +1. Creates a [wait token](https://trigger.dev/docs/wait-for-token). +2. Starts the Actor with an [ad-hoc webhook](https://docs.apify.com/platform/integrations/webhooks/ad-hoc-webhooks) that posts to the token's URL when the run ends, for all four terminal events: succeeded, failed, aborted and timed out. +3. Suspends on `wait.forToken()` until Apify calls back, then reads the dataset. + +A suspended run uses no compute, so a two-hour scrape costs the same on the Trigger.dev side as a two-minute one. Nothing polls Apify while it works. + +Nobody watches a scheduled job, so the Actor's spend is capped. Google Maps Scraper charges per place (pay-per-event), so the cap that applies is `maxTotalChargeUsd`. `discover-leads` also passes `maxItems`, which caps pay-per-result Actors. When a run reaches `maxTotalChargeUsd`, Apify aborts it, so `run-actor` returns the partial dataset of aborted and timed-out runs with their `status`, and only throws when the Actor fails. `run-actor` doesn't retry, because a retry would start a new paid Actor run. + +### Enrichment: wait inline + +`enrich-lead` (`src/trigger/enrich-lead.ts`) runs [Website Content Crawler](https://apify.com/apify/website-content-crawler) on one page with `call()`, which waits for the Actor to finish. Crawling one page takes seconds, so suspending would save almost nothing, and waiting inline keeps the code short. For the bulk scrape, the same approach would keep the run, and its compute bill, alive for the whole scrape. + +The task then asks the model to extract emails, phone numbers, social profiles and a summary from the page. + +### Agent: Apify Store tools with approval + +`research-agent` (`src/trigger/research-agent.ts`) is a [`chat.agent`](https://trigger.dev/docs/ai-chat/overview) with three tools (`src/trigger/apify-tools.ts`): + +- `searchApifyActors` searches [Apify Store](https://apify.com/store) for an Actor. +- `getApifyActorInputSchema` returns the Actor's input fields, so the model doesn't guess them. +- `runApifyActor` runs the Actor through `run-actor`. It has `needsApproval: true`, so every paid run waits for a person to approve it. The output is trimmed to about 50,000 characters, without empty fields, with the `datasetId` for the full dataset. + +## Setup + +1. Create a project in the [Trigger.dev dashboard](https://cloud.trigger.dev) and copy its project ref and a dev secret key (API keys page). +2. Get an [Apify API token](https://console.apify.com/settings/integrations?utm_source=trigger.dev&utm_medium=integrations) and an [Anthropic API key](https://console.anthropic.com/settings/keys). +3. Configure the environment: + + ```sh + cp .env.example .env + # fill in TRIGGER_PROJECT_REF, TRIGGER_SECRET_KEY, APIFY_TOKEN and ANTHROPIC_API_KEY + ``` + + The tasks use Claude Sonnet 5.5, set in `src/trigger/model.ts`. Smaller models follow Actor input schemas less reliably, so expect more failed or denied runs if you switch to one. + +4. Install and run both processes (two terminals): + + ```sh + pnpm install + pnpm dev:trigger # the tasks and the agent + pnpm dev # the Next.js app + ``` + +## Try it + +### `discover-leads` + +Scheduled tasks don't take a payload, so each schedule carries its search in the external ID, as ` | `. In the dashboard, open **Schedules**, create a schedule for `discover-leads`, and set the external ID, for example: + +``` +coffee roastery | Prague, Czechia +``` + +To run it once without waiting for the cron, open `discover-leads` on the **Tasks** page, press **Test schedule** and fill in the same **External ID**. The run returns the leads and triggers `enrich-lead` for the first five with a website. In the run trace, `run-actor` shows the time the Actor was working as a `wait.forToken()` span. + +### `enrich-lead` + +Test it from the dashboard with: + +```json +{ + "name": "25 Coffee Roasters", + "website": "https://25coffeeroasters.com/" +} +``` + +### `run-actor` + +`discover-leads` and the agent call it, but you can also test it directly: + +```json +{ + "actorId": "apify/website-content-crawler", + "input": { + "startUrls": [{ "url": "https://docs.apify.com/academy" }], + "maxCrawlPages": 1, + "proxyConfiguration": { "useApifyProxy": true } + }, + "maxItems": 10 +} +``` + +### `research-agent` + +Open [http://localhost:3000](http://localhost:3000). The dashboard playground can't approve tool calls, so approval only works in this app. Ask, for example: + +> Write a personalized opening line for a cold email to The Miners Coffee Roastery in Prague, based on their recent Google reviews. + +The agent searches Apify Store, reads the Actor's input schema and asks before running it. Deny a run to see the agent try something else. + +## Deploy + +```sh +pnpm deploy:trigger +``` + +Set `APIFY_TOKEN` and `ANTHROPIC_API_KEY` on the Environment Variables page for the Prod environment. Deploy the Next.js app anywhere with a prod `TRIGGER_SECRET_KEY`. + +The app has no authentication: `mintChatAccessToken` issues a token for any chat ID, and every approved run spends your Apify and Anthropic credit. Before you make it public, put it behind your own sign-in and limit how many agent runs can run at once, for example with a [queue](https://trigger.dev/docs/concurrency) on `research-agent`. + +## Things to know + +- **Cancelling a task doesn't stop its Actor run.** Abort it in [Apify Console](https://console.apify.com?utm_source=trigger.dev&utm_medium=integrations) or with `apify.run(runId).abort()`. +- **`enrich-lead` retries up to three times**, and each retry crawls the page again. A one-page crawl is cheap, so this keeps the code simple. `run-actor` doesn't retry at all, because its runs can be expensive. +- **`apify-client` is marked as external** in `trigger.config.ts`. Bundled, it fails with `TypeError: ProxyAgent is not a constructor`. diff --git a/apify-lead-research/next.config.ts b/apify-lead-research/next.config.ts new file mode 100644 index 0000000..cb651cd --- /dev/null +++ b/apify-lead-research/next.config.ts @@ -0,0 +1,5 @@ +import type { NextConfig } from "next"; + +const nextConfig: NextConfig = {}; + +export default nextConfig; diff --git a/apify-lead-research/package.json b/apify-lead-research/package.json new file mode 100644 index 0000000..4c84f00 --- /dev/null +++ b/apify-lead-research/package.json @@ -0,0 +1,36 @@ +{ + "name": "apify-lead-research", + "version": "0.1.0", + "private": true, + "scripts": { + "dev": "next dev", + "build": "next build", + "start": "next start", + "typecheck": "tsc --noEmit", + "dev:trigger": "trigger dev", + "deploy:trigger": "trigger deploy" + }, + "dependencies": { + "@ai-sdk/anthropic": "4.0.78", + "@ai-sdk/react": "4.0.140", + "@trigger.dev/sdk": "4.7.3", + "ai": "7.0.137", + "apify-client": 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a/apify-lead-research/public/apify-logo.svg b/apify-lead-research/public/apify-logo.svg new file mode 100644 index 0000000..3ceb82f --- /dev/null +++ b/apify-lead-research/public/apify-logo.svg @@ -0,0 +1,17 @@ + + + + + + + + + + + + + + + + + diff --git a/apify-lead-research/src/app/actions.ts b/apify-lead-research/src/app/actions.ts new file mode 100644 index 0000000..2b2910c --- /dev/null +++ b/apify-lead-research/src/app/actions.ts @@ -0,0 +1,18 @@ +"use server"; + +import { auth } from "@trigger.dev/sdk"; +import { chat } from "@trigger.dev/sdk/ai"; + +// Creates the chat session and triggers the first agent run +export const startChatSession = chat.createStartSessionAction("research-agent"); + +// The transport calls this to get a session-scoped token, and again when it expires +export async function mintChatAccessToken(chatId: string) { + return auth.createPublicToken({ + scopes: { + read: { sessions: chatId }, + write: { sessions: chatId }, + }, + expirationTime: "1h", + }); +} diff --git a/apify-lead-research/src/app/globals.css b/apify-lead-research/src/app/globals.css new file mode 100644 index 0000000..a2557cb --- /dev/null +++ b/apify-lead-research/src/app/globals.css @@ -0,0 +1,24 @@ +@import "tailwindcss"; + +/* Apify's dark theme colors, from apify.com */ +@theme { + --color-background: #020202; + --color-card: #0f0f0f; + --color-subtle: #1d1d1d; + --color-border: #2a2a2a; + --color-field-border: #454545; + --color-hover: #313131; + --color-text: #dfdfdf; + --color-muted: #a3a3a3; + --color-primary: #528fff; + --color-primary-hover: #7aa8ff; + --color-primary-text: #6b9fff; + --color-warning-background: #301806; + --color-warning-border: #8a4f05; + --color-warning-text: #f9ce4b; +} + +/* inline, because next/font sets --font-inter on , not :root */ +@theme inline { + --font-sans: var(--font-inter), sans-serif; +} diff --git a/apify-lead-research/src/app/icon.svg b/apify-lead-research/src/app/icon.svg new file mode 100644 index 0000000..c8894c8 --- /dev/null +++ b/apify-lead-research/src/app/icon.svg @@ -0,0 +1,12 @@ + + + + + + + + + + + + diff --git a/apify-lead-research/src/app/layout.tsx b/apify-lead-research/src/app/layout.tsx new file mode 100644 index 0000000..cc2358c --- /dev/null +++ b/apify-lead-research/src/app/layout.tsx @@ -0,0 +1,21 @@ +import type { Metadata } from "next"; +import { Inter } from "next/font/google"; +import "./globals.css"; + +const inter = Inter({ variable: "--font-inter", subsets: ["latin"] }); + +export const metadata: Metadata = { + title: "Apify lead research", + description: + "A Trigger.dev chat agent that researches sales leads with Apify Actors, asking before each paid scrape.", +}; + +export default function RootLayout({ children }: { children: React.ReactNode }) { + return ( + + + {children} + + + ); +} diff --git a/apify-lead-research/src/app/page.tsx b/apify-lead-research/src/app/page.tsx new file mode 100644 index 0000000..edb52ac --- /dev/null +++ b/apify-lead-research/src/app/page.tsx @@ -0,0 +1,5 @@ +import { Chat } from "@/components/chat"; + +export default function Home() { + return ; +} diff --git a/apify-lead-research/src/components/chat.tsx b/apify-lead-research/src/components/chat.tsx new file mode 100644 index 0000000..88297a0 --- /dev/null +++ b/apify-lead-research/src/components/chat.tsx @@ -0,0 +1,225 @@ +"use client"; + +import { useChat } from "@ai-sdk/react"; +import { useTriggerChatTransport } from "@trigger.dev/sdk/chat/react"; +import { + getToolName, + isToolUIPart, + lastAssistantMessageIsCompleteWithApprovalResponses, + type UIMessage, +} from "ai"; +import Image from "next/image"; +import { useState } from "react"; +import ReactMarkdown from "react-markdown"; +import remarkGfm from "remark-gfm"; +import { mintChatAccessToken, startChatSession } from "@/app/actions"; +import type { researchAgent } from "@/trigger/research-agent"; + +const SUGGESTIONS = [ + "Write a personalized opening line for a cold email to The Miners Coffee Roastery in Prague, based on their recent Google reviews", + "Is Light roast Coffee active on Instagram (@light_roast_business)? Followers, posting frequency and topics, to judge if they're worth contacting", + "Find 10 specialty coffee roasteries in Pilsen with a website and phone number, for outreach", +]; + +type ApprovalResponse = { id: string; approved: boolean; reason?: string }; + +export function Chat() { + const transport = useTriggerChatTransport({ + task: "research-agent", + // A long Actor run streams nothing while the agent waits for it. The transport reconnects + // 5 times after a timeout, so 600 seconds covers about an hour, the run-actor token timeout + streamTimeoutSeconds: 600, + // Only needed when the agent runs somewhere other than cloud.trigger.dev + baseURL: process.env.NEXT_PUBLIC_TRIGGER_API_URL, + accessToken: ({ chatId }) => mintChatAccessToken(chatId), + startSession: ({ chatId, clientData }) => startChatSession({ chatId, clientData }), + }); + + const { messages, sendMessage, addToolApprovalResponse, stop, status, error } = useChat({ + transport, + // Sends the approval back to the agent as soon as every pending call has an answer + sendAutomaticallyWhen: lastAssistantMessageIsCompleteWithApprovalResponses, + }); + const [input, setInput] = useState(""); + const busy = status === "submitted" || status === "streaming"; + + function submit(text: string) { + const trimmed = text.trim(); + if (!trimmed || busy) return; + sendMessage({ text: trimmed }); + setInput(""); + } + + return ( +
+
+
+ Apify +

Lead research

+ with Trigger.dev +
+

+ Ask about a lead. The agent finds an Apify Actor and asks before running it. +

+
+ +
+ {messages.length === 0 && ( +
+ {SUGGESTIONS.map((suggestion) => ( + + ))} +
+ )} + + {messages.map((message) => ( + + ))} + + {status === "submitted" &&

Thinking…

} + + {error &&

Something went wrong: {error.message}

} +
+ +
{ + e.preventDefault(); + submit(input); + }} + className="flex gap-2 border-t border-border px-4 py-3" + > + setInput(e.target.value)} + placeholder="Ask about a lead…" + className="flex-1 rounded-lg border border-field-border bg-card px-3 py-2 text-sm outline-none placeholder:text-muted focus:border-primary" + /> + {busy ? ( + + ) : ( + + )} +
+
+ ); +} + +function Message({ + message, + onApproval, + disabled, +}: { + message: UIMessage; + onApproval: (response: ApprovalResponse) => void; + disabled: boolean; +}) { + if (message.role === "user") { + return ( +
+
+ {message.parts.map((part, i) => (part.type === "text" ? {part.text} : null))} +
+
+ ); + } + + return ( +
+ {message.parts.map((part, i) => { + if (part.type === "text") { + return ( +
+ {part.text} +
+ ); + } + + if (isToolUIPart(part)) { + return ; + } + + return null; + })} +
+ ); +} + +function ToolCall({ + part, + onApproval, + disabled, +}: { + part: Extract; + onApproval: (response: ApprovalResponse) => void; + disabled: boolean; +}) { + const name = getToolName(part); + + if (part.state === "approval-requested") { + return ( +
+

Run this Actor? Apify charges for it.

+ 
+          {JSON.stringify(part.input, null, 2)}
+
+
+ + +
+
+ ); + } + + const label: Record = { + "input-streaming": "preparing", + "input-available": "running", + "approval-responded": "running", + "output-available": "done", + "output-error": "failed", + "output-denied": "denied", + }; + + return ( +

+ {name}: {label[part.state] ?? part.state} +

+ ); +} diff --git a/apify-lead-research/src/trigger/apify-tools.ts b/apify-lead-research/src/trigger/apify-tools.ts new file mode 100644 index 0000000..6814c39 --- /dev/null +++ b/apify-lead-research/src/trigger/apify-tools.ts @@ -0,0 +1,137 @@ +import { tool } from "ai"; +import { z } from "zod"; +import { apify } from "./apify"; +import { runActor } from "./run-actor"; + +// Roughly 12k tokens. Larger datasets stay in Apify and the model gets the datasetId +const MAX_OUTPUT_CHARS = 50_000; + +const isEmpty = (value: unknown) => + value === null || + value === "" || + (Array.isArray(value) && value.length === 0) || + (typeof value === "object" && value !== null && Object.keys(value).length === 0); + +// Scrapers return many empty fields, and dropping them fits more items into the budget +function compact(item: unknown) { + if (typeof item !== "object" || item === null || Array.isArray(item)) return item; + return Object.fromEntries(Object.entries(item).filter(([, value]) => !isEmpty(value))); +} + +export const searchApifyActors = tool({ + description: + "Search Apify Store for a pre-built scraper (Actor) that can extract data " + + "from a specific website or platform. Use this before running an Actor when you " + + "don't already know which one to use.", + inputSchema: z.object({ + query: z.string().describe('What to scrape, e.g. "google maps reviews"'), + limit: z.number().int().min(1).max(10).default(5), + }), + execute: async ({ query, limit }) => { + const { items } = await apify.store().list({ search: query, limit }); + + return items.map((actor) => ({ + actorId: `${actor.username}/${actor.name}`, + title: actor.title, + description: actor.description, + monthlyUsers: actor.stats?.totalUsers30Days, + pricing: actor.currentPricingInfo?.pricingModel, + })); + }, +}); + +type ActorInputSchema = { + required?: string[]; + properties?: Record< + string, + { + type?: string; + title?: string; + description?: string; + default?: unknown; + prefill?: unknown; + enum?: unknown[]; + } + >; +}; + +export const getApifyActorInputSchema = tool({ + description: + "Get the input fields an Apify Actor accepts. Call this before runApifyActor " + + "so the input matches the Actor's schema.", + inputSchema: z.object({ + actorId: z.string().describe('Actor ID, e.g. "compass/crawler-google-places"'), + }), + execute: async ({ actorId }) => { + const build = await (await apify.actor(actorId).defaultBuild()).get(); + const schema = build?.actorDefinition?.input as ActorInputSchema | undefined; + + // Full schemas can be tens of kilobytes; descriptions are cut to keep the context small + const properties = Object.fromEntries( + Object.entries(schema?.properties ?? {}).map(([name, field]) => [ + name, + { + type: field.type, + description: (field.description ?? field.title)?.slice(0, 200), + default: field.default, + prefill: field.prefill, + enum: field.enum, + }, + ]) + ); + + return { required: schema?.required ?? [], properties }; + }, +}); + +async function runAndTrim(actorId: string, input: Record) { + const result = await runActor.triggerAndWait({ actorId, input, maxItems: 100 }); + + if (!result.ok) { + return { error: `Actor run failed: ${result.error}` }; + } + + const items: unknown[] = []; + let size = 0; + for (const item of result.output.items.map(compact)) { + size += JSON.stringify(item).length; + if (size > MAX_OUTPUT_CHARS) break; + items.push(item); + } + + const itemCount = result.output.items.length; + const { datasetId, status } = result.output; + const outcome = + status === "SUCCEEDED" ? "succeeded" : `stopped early (${status}), with partial results,`; + + return { + // Spelled out, because with only a "truncated" flag the test model started another run to get more items + note: + items.length < itemCount + ? `The run ${outcome} with ${itemCount} items. Showing the first ${items.length} to fit the context; the rest are in Apify dataset ${datasetId}.` + : `The run ${outcome} with ${itemCount} items, all shown.`, + itemCount, + datasetId, + items, + }; +} + +// The AI SDK runs approved tool calls in parallel, but a task can only wait on one subtask at a time +let runQueue: Promise = Promise.resolve(); + +export const runApifyActor = tool({ + description: + "Run an Apify Actor to scrape structured data from the web. Apify executes on " + + "its own infrastructure and IP pool. Returns the scraped dataset, trimmed to fit " + + "the context window.", + inputSchema: z.object({ + actorId: z.string().describe('Actor ID, e.g. "compass/crawler-google-places"'), + input: z.record(z.string(), z.unknown()).describe("Actor input object, per its input schema"), + }), + needsApproval: true, // scrapes cost money, so a person confirms each run + execute: ({ actorId, input }) => { + const run = runQueue.then(() => runAndTrim(actorId, input)); + runQueue = run.catch(() => {}); + return run; + }, +}); diff --git a/apify-lead-research/src/trigger/apify.ts b/apify-lead-research/src/trigger/apify.ts new file mode 100644 index 0000000..a3d4800 --- /dev/null +++ b/apify-lead-research/src/trigger/apify.ts @@ -0,0 +1,12 @@ +import { ApifyClient } from "apify-client"; + +export const apify = new ApifyClient({ + token: process.env.APIFY_TOKEN, + requestInterceptors: [ + (config) => { + // Tells Apify which integration the API calls come from + config.headers = { ...config.headers, "x-apify-integration-platform": "trigger.dev" }; + return config; + }, + ], +}); diff --git a/apify-lead-research/src/trigger/discover-leads.ts b/apify-lead-research/src/trigger/discover-leads.ts new file mode 100644 index 0000000..5e557ab --- /dev/null +++ b/apify-lead-research/src/trigger/discover-leads.ts @@ -0,0 +1,78 @@ +import { logger, schedules } from "@trigger.dev/sdk"; +import { enrichLead } from "./enrich-lead"; +import { runActor } from "./run-actor"; + +const MAX_PLACES = 50; +const MAX_ENRICHED_LEADS = 5; + +// The Google Maps Scraper output fields this pipeline uses +type Place = { + title: string; + categoryName?: string | null; + address?: string | null; + phone?: string | null; + website?: string | null; + totalScore?: number | null; + reviewsCount?: number | null; + url?: string; +}; + +export const discoverLeads = schedules.task({ + id: "discover-leads", + // A retry would start a new paid scrape, and the next scheduled run tries again anyway + retry: { maxAttempts: 1 }, + run: async (payload) => { + // Each schedule carries its search in the external ID, e.g. "coffee roastery | Prague, Czechia" + const [searchTerm, location] = (payload.externalId ?? "").split("|").map((part) => part.trim()); + + if (!searchTerm || !location) { + throw new Error('Set the schedule\'s external ID to " | "'); + } + + const result = await runActor + .triggerAndWait({ + actorId: "compass/crawler-google-places", + input: { + searchStringsArray: [searchTerm], + locationQuery: location, + maxCrawledPlacesPerSearch: MAX_PLACES, + language: "en", + }, + maxItems: MAX_PLACES, // caps pay-per-result Actors + // Google Maps Scraper charges per place (pay-per-event), so this is the cap that applies here + maxTotalChargeUsd: 0.5, + }) + .unwrap(); + + const leads = (result.items as Place[]).map((place) => ({ + name: place.title, + category: place.categoryName ?? undefined, + address: place.address ?? undefined, + phone: place.phone ?? undefined, + website: place.website ?? undefined, + rating: place.totalScore ?? undefined, + reviewCount: place.reviewsCount ?? undefined, + mapsUrl: place.url, + })); + + const toEnrich = leads + .filter((lead): lead is typeof lead & { website: string } => Boolean(lead.website)) + .slice(0, MAX_ENRICHED_LEADS); + + // Fire and forget: each enrichment is its own run with its own retries + if (toEnrich.length > 0) { + await enrichLead.batchTrigger( + toEnrich.map((lead) => ({ payload: { name: lead.name, website: lead.website } })) + ); + } + + logger.info("Leads discovered", { + searchTerm, + location, + leadCount: leads.length, + enriching: toEnrich.length, + }); + + return { searchTerm, location, status: result.status, datasetId: result.datasetId, leads }; + }, +}); diff --git a/apify-lead-research/src/trigger/enrich-lead.ts b/apify-lead-research/src/trigger/enrich-lead.ts new file mode 100644 index 0000000..dafa648 --- /dev/null +++ b/apify-lead-research/src/trigger/enrich-lead.ts @@ -0,0 +1,64 @@ +import { logger, task } from "@trigger.dev/sdk"; +import { generateText, Output } from "ai"; +import { z } from "zod"; +import { apify } from "./apify"; +import { model } from "./model"; + +const LeadProfile = z.object({ + summary: z.string().describe("Two sentences on what the business does and who it serves"), + emails: z.array(z.string()), + phones: z.array(z.string()), + socialProfiles: z.array(z.string()).describe("URLs of the business's social media profiles"), +}); + +export const enrichLead = task({ + id: "enrich-lead", + retry: { maxAttempts: 3 }, + // Apify caps the memory of all your concurrent Actor runs (16 GB on the free plan), so only 2 crawls run at once + queue: { concurrencyLimit: 2 }, + run: async (payload: { name: string; website: string }) => { + // One page finishes in seconds, so the run waits for it instead of suspending on a webhook + const run = await apify.actor("apify/website-content-crawler").call( + { + startUrls: [{ url: payload.website }], + maxCrawlPages: 1, + // The defaults keep only the main content and drop the header and footer, where contact details usually are + htmlTransformer: "none", + removeElementsCssSelector: "script, style, noscript, svg", + proxyConfiguration: { useApifyProxy: true }, + }, + { + timeout: 120, // Apify stops the Actor after 2 minutes, so it doesn't keep running after the task gives up + waitSecs: 180, + memory: 4096, // one page needs far less than the Actor's 8 GB default + log: null, + } + ); + + if (run.status !== "SUCCEEDED") { + throw new Error(`Actor run ${run.id} finished with status ${run.status}`); + } + + const { items } = await apify.dataset(run.defaultDatasetId).listItems({ limit: 1 }); + const page = items[0] as { markdown?: string; text?: string } | undefined; + const markdown = page?.markdown ?? page?.text ?? ""; + // Keep the header and the footer of long pages, since that's where contact details are + const content = + markdown.length > 20_000 ? `${markdown.slice(0, 10_000)}\n…\n${markdown.slice(-10_000)}` : markdown; + + if (!content) { + logger.warn("No readable content on the website", { website: payload.website }); + return { ...payload, profile: null }; + } + + const { output } = await generateText({ + model, + output: Output.object({ schema: LeadProfile }), + prompt: + `Extract contact details and a short summary for the business "${payload.name}" ` + + `from its website. Only include details that appear in the content.\n\n${content}`, + }); + + return { ...payload, profile: output }; + }, +}); diff --git a/apify-lead-research/src/trigger/model.ts b/apify-lead-research/src/trigger/model.ts new file mode 100644 index 0000000..8244901 --- /dev/null +++ b/apify-lead-research/src/trigger/model.ts @@ -0,0 +1,3 @@ +import { anthropic } from "@ai-sdk/anthropic"; + +export const model = anthropic("claude-sonnet-5-5"); diff --git a/apify-lead-research/src/trigger/research-agent.ts b/apify-lead-research/src/trigger/research-agent.ts new file mode 100644 index 0000000..8caa2f1 --- /dev/null +++ b/apify-lead-research/src/trigger/research-agent.ts @@ -0,0 +1,26 @@ +import { chat } from "@trigger.dev/sdk/ai"; +import { stepCountIs } from "ai"; +import { getApifyActorInputSchema, runApifyActor, searchApifyActors } from "./apify-tools"; +import { model } from "./model"; + +const tools = { searchApifyActors, getApifyActorInputSchema, runApifyActor }; + +export const researchAgent = chat.agent({ + id: "research-agent", + tools, + system: + "You help a sales team research leads. When a question needs fresh data from " + + "the web, such as recent reviews or a social media profile, search Apify " + + "Store for a suitable Actor, read its input schema, then run it. Never invent " + + "IDs or URLs: prefer inputs that take a search term, such as a business name " + + "and city. Keep runs small: limit results to what the question needs. Answer " + + "concisely and cite where the data came from.", + run: async ({ messages, tools, signal, streamText }) => + streamText({ + tools, + model, + messages, + abortSignal: signal, + stopWhen: stepCountIs(15), + }), +}); diff --git a/apify-lead-research/src/trigger/run-actor.ts b/apify-lead-research/src/trigger/run-actor.ts new file mode 100644 index 0000000..7679c5c --- /dev/null +++ b/apify-lead-research/src/trigger/run-actor.ts @@ -0,0 +1,66 @@ +import { logger, task, wait } from "@trigger.dev/sdk"; +import { apify } from "./apify"; + +// Shape produced by the payloadTemplate below, not Apify's default webhook payload +type ApifyWebhookPayload = { + eventType: string; + resource: { id: string; status: string; defaultDatasetId: string }; +}; + +export type RunActorPayload = { + actorId: string; + input: Record; + maxItems?: number; + maxTotalChargeUsd?: number; +}; + +export const runActor = task({ + id: "run-actor", + // A retry would start, and pay for, a new Actor run, so failures go back to the caller instead + retry: { maxAttempts: 1 }, + run: async ({ actorId, input, maxItems = 1000, maxTotalChargeUsd = 1 }: RunActorPayload) => { + const token = await wait.createToken({ timeout: "1h" }); + + const run = await apify.actor(actorId).start(input, { + timeout: 3000, // 50 minutes, shorter than the token timeout + maxItems, // caps spend on pay-per-result Actors + maxTotalChargeUsd, // caps spend on pay-per-event Actors + webhooks: [ + { + eventTypes: [ + "ACTOR.RUN.SUCCEEDED", + "ACTOR.RUN.FAILED", + "ACTOR.RUN.ABORTED", + "ACTOR.RUN.TIMED_OUT", + ], + requestUrl: token.url, + payloadTemplate: `{ "eventType": {{eventType}}, "resource": {{resource}} }`, + }, + ], + }); + + logger.info("Actor run started, waiting for webhook", { actorId, runId: run.id }); + + // The run suspends here and uses no compute until Apify calls token.url + const result = await wait.forToken(token).unwrap(); + + if (result.eventType === "ACTOR.RUN.FAILED") { + throw new Error(`Actor run ${result.resource.id} failed`); + } + + // Aborted and timed-out runs keep what they scraped. Apify also aborts a run when it + // reaches maxTotalChargeUsd, and those results are already paid for + const { items } = await apify + .dataset(result.resource.defaultDatasetId) + .listItems({ limit: maxItems }); + + const status = result.resource.status; + if (status !== "SUCCEEDED") { + logger.warn("Actor run stopped early, returning partial results", { status }); + } + + logger.info("Actor run finished", { runId: result.resource.id, status, itemCount: items.length }); + + return { runId: result.resource.id, status, datasetId: result.resource.defaultDatasetId, items }; + }, +}); diff --git a/apify-lead-research/trigger.config.ts b/apify-lead-research/trigger.config.ts new file mode 100644 index 0000000..5c76927 --- /dev/null +++ b/apify-lead-research/trigger.config.ts @@ -0,0 +1,13 @@ +import { defineConfig } from "@trigger.dev/sdk"; + +export default defineConfig({ + project: process.env.TRIGGER_PROJECT_REF!, + runtime: "node-22", + // Compute time only: runs waiting on an Apify webhook or a subtask are suspended and don't count + maxDuration: 600, + dirs: ["./src/trigger"], + build: { + // The bundled apify-client fails with "ProxyAgent is not a constructor", so load it from node_modules + external: ["apify-client"], + }, +}); diff --git a/apify-lead-research/tsconfig.json b/apify-lead-research/tsconfig.json new file mode 100644 index 0000000..fbd46e6 --- /dev/null +++ b/apify-lead-research/tsconfig.json @@ -0,0 +1,41 @@ +{ + "compilerOptions": { + "target": "ES2023", + "lib": [ + "dom", + "dom.iterable", + "esnext" + ], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "react-jsx", + "incremental": true, + "plugins": [ + { + "name": "next" + } + ], + "paths": { + "@/*": [ + "./src/*" + ] + } + }, + "include": [ + "next-env.d.ts", + "**/*.ts", + "**/*.tsx", + ".next/types/**/*.ts", + ".next/dev/types/**/*.ts" + ], + "exclude": [ + "node_modules" + ] +}