feat: cal.ai v1.2.0 (#11868)
* bump nextjs version in ai * lowercase username and email * onboarding email * direct user to install app if not installed * multiple suggested times for link flow * summary of context prompt engineering * specify the @username nuance and discourage Ids * v1.2.0 * Update README * Change title * simplify and improve booking link flow * add build:ai to package.json * better onboarding copy * onboarding touches * remove console logs and temp hacks * remove env vars in app store and token in AI app * invited user id should be string --------- Co-authored-by: tedspare <ted.spare@gmail.com>
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@ -6,6 +6,9 @@ FRONTEND_URL=http://localhost:3000
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APP_ID=cal-ai
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APP_URL=http://localhost:3000/apps/cal-ai
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# This is for the onboard route. Which domain should we send emails from?
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SENDER_DOMAIN=cal.ai
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# Used to verify requests from sendgrid. You can generate a new one with: `openssl rand -hex 32`
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PARSE_KEY=
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@ -1,12 +1,12 @@
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# Cal.com Email Assistant
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# Cal.ai
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Welcome to the first stage of Cal.ai!
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Welcome to [Cal.ai](https://cal.ai)!
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This app lets you chat with your calendar via email:
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- Turn informal emails into bookings eg. forward "wanna meet tmrw at 2pm?"
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- List and rearrange your bookings eg. "Cancel my next meeting"
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- Answer basic questions about your busiest times eg. "How does my Tuesday look?"
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- List and rearrange your bookings eg. "clear my afternoon"
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- Answer basic questions about your busiest times eg. "how does my Tuesday look?"
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The core logic is contained in [agent/route.ts](/apps/ai/src/app/api/agent/route.ts). Here, a [LangChain Agent Executor](https://docs.langchain.com/docs/components/agents/agent-executor) is tasked with following your instructions. Given your last-known timezone, working hours, and busy times, it attempts to CRUD your bookings.
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@ -14,7 +14,7 @@ _The AI agent can only choose from a set of tools, without ever seeing your API
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Emails are cleaned and routed in [receive/route.ts](/apps/ai/src/app/api/receive/route.ts) using [MailParser](https://nodemailer.com/extras/mailparser/).
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Incoming emails are routed by email address. Addresses are verified by [DKIM record](https://support.google.com/a/answer/174124?hl=en), making it hard to spoof them.
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Incoming emails are routed by email address. Addresses are verified by [DKIM record](https://support.google.com/a/answer/174124?hl=en), making them hard to spoof.
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## Getting Started
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@ -22,27 +22,39 @@ Incoming emails are routed by email address. Addresses are verified by [DKIM rec
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If you haven't yet, please run the [root setup](/README.md) steps.
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Before running the app, please see [env.mjs](./src/env.mjs) for all required environment variables. You'll need:
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Before running the app, please see [env.mjs](./src/env.mjs) for all required environment variables. Run `cp .env.example .env` in this folder to get started. You'll need:
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- An [OpenAI API key](https://platform.openai.com/account/api-keys) with access to GPT-4
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- A [SendGrid API key](https://app.sendgrid.com/settings/api_keys)
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- A default sender email (for example, `ai@cal.dev`)
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- The Cal.ai's app ID and URL (see [add.ts](/packages/app-store/cal-ai/api/index.ts))
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- A default sender email (for example, `me@dev.example.com`)
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- The Cal.ai app's ID and URL (see [add.ts](/packages/app-store/cal-ai/api/index.ts))
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- A unique value for `PARSE_KEY` with `openssl rand -hex 32`
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To stand up the API and AI apps simultaneously, simply run `yarn dev:ai`.
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### Agent Architecture
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The scheduling agent in [agent/route.ts](/apps/ai/src/app/api/agent/route.ts) calls an LLM (in this case, GPT-4) in a loop to accomplish a multi-step task. We use an [OpenAI Functions agent](https://js.langchain.com/docs/modules/agents/agent_types/openai_functions_agent), which is fine-tuned to output text suited for passing to tools.
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Tools (eg. [`createBooking`](/apps/ai/src/tools/createBooking.ts)) are simply JavaScript methods wrapped by Zod schemas, telling the agent what format to output.
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Here is the full architecture:
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### Email Router
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To expose the AI app, run `ngrok http 3000` (or the AI app's port number) in a new terminal. You may need to install [nGrok](https://ngrok.com/).
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To forward incoming emails to the Node.js server, one option is to use [SendGrid's Inbound Parse Webhook](https://docs.sendgrid.com/for-developers/parsing-email/setting-up-the-inbound-parse-webhook).
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To forward incoming emails to the serverless function at `/agent`, we use [SendGrid's Inbound Parse](https://docs.sendgrid.com/for-developers/parsing-email/setting-up-the-inbound-parse-webhook).
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1. [Sign up for an account](https://signup.sendgrid.com/)
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2. Go to Settings > [Inbound Parse](https://app.sendgrid.com/settings/parse) > Add Host & URL.
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3. For subdomain, use `<sub>.<domain>.com` for now, where `sub` can be any subdomain but `domain.com` will need to be verified via MX records in your environment variables, eg. on [Vercel](https://vercel.com/guides/how-to-add-vercel-environment-variables).
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4. Use the nGrok URL from above as the **Destination URL**.
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5. Activate "POST the raw, full MIME message".
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6. Send an email to `<anyone>@ai.example.com`. You should see a ping on the nGrok listener and Node.js server.
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7. Adjust the logic in [receive/route.ts](/apps/ai/src/app/api/receive/route.ts), save to hot-reload, and send another email to test the behaviour.
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1. Ensure you have a [SendGrid account](https://signup.sendgrid.com/)
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2. Ensure you have an authenticated domain. Go to Settings > Sender Authentication > Authenticate. For DNS host, select `I'm not sure`. Click Next and add your domain, eg. `example.com`. Choose Manual Setup. You'll be given three CNAME records to add to your DNS settings, eg. in [Vercel Domains](https://vercel.com/dashboard/domains). After adding those records, click Verify. To troubleshoot, see the [full instructions](https://docs.sendgrid.com/ui/account-and-settings/how-to-set-up-domain-authentication).
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3. Authorize your domain for email with MX records: one with name `[your domain].com` and value `mx.sendgrid.net.`, and another with name `bounces.[your domain].com` and value `feedback-smtp.us-east-1.amazonses.com`, both with priority `10` if prompted.
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4. Go to Settings > [Inbound Parse](https://app.sendgrid.com/settings/parse) > Add Host & URL. Choose your authenticated domain.
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5. In the Destination URL field, use the nGrok URL from above along with the path, `/api/receive`, and one param, `parseKey`, which lives in [this app's .env](/apps/ai/.env.example) under `PARSE_KEY`. The full URL should look like `https://abc.ngrok.io/api/receive?parseKey=ABC-123`.
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6. Activate "POST the raw, full MIME message".
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7. Send an email to `[anyUsername]@example.com`. You should see a ping on the nGrok listener and server.
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8. Adjust the logic in [receive/route.ts](/apps/ai/src/app/api/receive/route.ts), save to hot-reload, and send another email to test the behaviour.
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Please feel free to improve any part of this architecture.
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Please feel free to improve any part of this architecture!
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@ -1,6 +1,6 @@
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{
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"name": "@calcom/ai",
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"version": "1.1.1",
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"version": "1.2.0",
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"private": true,
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"author": "Cal.com Inc.",
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"dependencies": {
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@ -8,7 +8,7 @@
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"@t3-oss/env-nextjs": "^0.6.1",
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"langchain": "^0.0.131",
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"mailparser": "^3.6.5",
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"next": "^13.4.6",
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"next": "^13.4.7",
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"supports-color": "8.1.1",
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"zod": "^3.22.2"
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},
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@ -0,0 +1,44 @@
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import type { NextRequest } from "next/server";
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import prisma from "@calcom/prisma";
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import { env } from "../../../env.mjs";
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import sendEmail from "../../../utils/sendEmail";
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export const POST = async (request: NextRequest) => {
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const { userId } = await request.json();
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const user = await prisma.user.findUnique({
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select: {
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email: true,
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name: true,
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username: true,
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},
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where: {
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id: userId,
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},
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});
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if (!user) {
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return new Response("User not found", { status: 404 });
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}
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await sendEmail({
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subject: "Welcome to Cal AI",
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to: user.email,
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from: `${user.username}@${env.SENDER_DOMAIN}`,
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text: `Hi ${
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user.name || `@${user.username}`
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},\n\nI'm Cal AI, your personal booking assistant! I'll be here, 24/7 to help manage your busy schedule and find times to meet with the people you care about.\n\nHere are some things you can ask me:\n\n- "Book a meeting with @someone" (The @ symbol lets you tag Cal.com users)\n- "What meetings do I have today?" (I'll show you your schedule)\n- "Find a time for coffee with someone@gmail.com" (I'll intro and send them some good times)\n\nI'm still learning, so if you have any feedback, please tweet it to @calcom!\n\nRemember, you can always reach me here, at ${
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user.username
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}@${
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env.SENDER_DOMAIN
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}.\n\nLooking forward to working together (:\n\n- Cal AI, Your personal booking assistant`,
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html: `Hi ${
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user.name || `@${user.username}`
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},<br><br>I'm Cal AI, your personal booking assistant! I'll be here, 24/7 to help manage your busy schedule and find times to meet with the people you care about.<br><br>Here are some things you can ask me:<br><br>- "Book a meeting with @someone" (The @ symbol lets you tag Cal.com users)<br>- "What meetings do I have today?" (I'll show you your schedule)<br>- "Find a time for coffee with someone@gmail.com" (I'll intro and send them some good times)<br><br>I'm still learning, so if you have any feedback, please send it to <a href="https://twitter.com/calcom">@calcom</a> on X!<br><br>Remember, you can always reach me here, at ${
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user.username
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}@${env.SENDER_DOMAIN}.<br><br>Looking forward to working together (:<br><br>- Cal AI`,
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});
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return new Response("OK", { status: 200 });
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};
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@ -59,7 +59,7 @@ export const POST = async (request: NextRequest) => {
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},
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},
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},
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where: { email: envelope.from, credentials: { some: { appId: env.APP_ID } } },
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where: { email: envelope.from },
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});
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// User is not a cal.com user or is using an unverified email.
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@ -20,6 +20,7 @@ export const env = createEnv({
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FRONTEND_URL: process.env.FRONTEND_URL,
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APP_ID: process.env.APP_ID,
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APP_URL: process.env.APP_URL,
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SENDER_DOMAIN: process.env.SENDER_DOMAIN,
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PARSE_KEY: process.env.PARSE_KEY,
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NODE_ENV: process.env.NODE_ENV,
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OPENAI_API_KEY: process.env.OPENAI_API_KEY,
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@ -36,6 +37,7 @@ export const env = createEnv({
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FRONTEND_URL: z.string().url(),
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APP_ID: z.string().min(1),
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APP_URL: z.string().url(),
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SENDER_DOMAIN: z.string().min(1),
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PARSE_KEY: z.string().min(1),
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NODE_ENV: z.enum(["development", "test", "production"]),
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OPENAI_API_KEY: z.string().min(1),
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After Width: | Height: | Size: 125 KiB |
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@ -47,7 +47,7 @@ const createBooking = async ({
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}
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const responses = {
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id: invite,
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id: invite.toString(),
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name: user.username,
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email: user.email,
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};
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@ -0,0 +1,124 @@
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import { DynamicStructuredTool } from "langchain/tools";
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import { z } from "zod";
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import { env } from "~/src/env.mjs";
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import type { User, UserList } from "~/src/types/user";
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import sendEmail from "~/src/utils/sendEmail";
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export const sendBookingEmail = async ({
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user,
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agentEmail,
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subject,
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to,
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message,
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eventTypeSlug,
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slots,
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date,
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}: {
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apiKey: string;
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user: User;
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users: UserList;
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agentEmail: string;
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subject: string;
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to: string;
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message: string;
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eventTypeSlug: string;
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slots?: {
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time: string;
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text: string;
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}[];
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date: {
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date: string;
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text: string;
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};
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}) => {
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// const url = `${env.FRONTEND_URL}/${user.username}/${eventTypeSlug}?date=${date}`;
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const timeUrls = slots?.map(({ time, text }) => {
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return {
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url: `${env.FRONTEND_URL}/${user.username}/${eventTypeSlug}?slot=${time}`,
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text,
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};
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});
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const dateUrl = {
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url: `${env.FRONTEND_URL}/${user.username}/${eventTypeSlug}?date=${date.date}`,
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text: date.text,
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};
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await sendEmail({
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subject,
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to,
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cc: user.email,
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from: agentEmail,
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text: message
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.split("[[[Slots]]]")
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.join(timeUrls?.map(({ url, text }) => `${text}: ${url}`).join("\n"))
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.split("[[[Link]]]")
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.join(`${dateUrl.text}: ${dateUrl.url}`),
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html: message
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.split("\n")
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.join("<br>")
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.split("[[[Slots]]]")
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.join(timeUrls?.map(({ url, text }) => `<a href="${url}">${text}</a>`).join("<br>"))
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.split("[[[Link]]]")
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.join(`<a href="${dateUrl.url}">${dateUrl.text}</a>`),
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});
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return "Booking link sent";
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};
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const sendBookingEmailTool = (apiKey: string, user: User, users: UserList, agentEmail: string) => {
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return new DynamicStructuredTool({
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description:
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"Send a booking link via email. Useful for scheduling with non cal users. Be confident, suggesting a good date/time with a fallback to a link to select a date/time.",
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func: async ({ message, subject, to, eventTypeSlug, slots, date }) => {
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return JSON.stringify(
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await sendBookingEmail({
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apiKey,
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user,
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users,
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agentEmail,
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subject,
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to,
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message,
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eventTypeSlug,
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slots,
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date,
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})
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);
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},
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name: "sendBookingEmail",
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schema: z.object({
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message: z
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.string()
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.describe(
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"A polite and professional email with an intro and signature at the end. Specify you are the AI booking assistant of the primary user. Use [[[Slots]]] and a fallback [[[Link]]] to inject good times and 'see all times' into messages"
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),
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subject: z.string(),
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to: z
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.string()
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.describe("email address to send the booking link to. Primary user is automatically CC'd"),
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eventTypeSlug: z.string().describe("the slug of the event type to book"),
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slots: z
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.array(
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z.object({
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time: z.string().describe("YYYY-MM-DDTHH:mm in UTC"),
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text: z.string().describe("minimum readable label. Ex. 4pm."),
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})
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)
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.optional()
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.describe("Time slots the external user can click"),
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date: z
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.object({
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date: z.string().describe("YYYY-MM-DD"),
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text: z.string().describe('"See all times" or similar'),
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})
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.describe(
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"A booking link that allows the external user to select a date / time. Should be a fallback to time slots"
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),
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}),
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});
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};
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export default sendBookingEmailTool;
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@ -1,81 +0,0 @@
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import { DynamicStructuredTool } from "langchain/tools";
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import { z } from "zod";
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import { env } from "~/src/env.mjs";
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import type { User, UserList } from "~/src/types/user";
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import sendEmail from "~/src/utils/sendEmail";
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export const sendBookingLink = async ({
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user,
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agentEmail,
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subject,
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to,
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message,
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eventTypeSlug,
|
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date,
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}: {
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apiKey: string;
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user: User;
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users: UserList;
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agentEmail: string;
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subject: string;
|
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to: string[];
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message: string;
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eventTypeSlug: string;
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date: string;
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}) => {
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const url = `${env.FRONTEND_URL}/${user.username}/${eventTypeSlug}?date=${date}`;
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await sendEmail({
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subject,
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to,
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cc: user.email,
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from: agentEmail,
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text: message.split("[[[Booking Link]]]").join(url),
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html: message
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.split("\n")
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.join("<br>")
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.split("[[[Booking Link]]]")
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.join(`<a href="${url}">Booking Link</a>`),
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});
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return "Booking link sent";
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};
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const sendBookingLinkTool = (apiKey: string, user: User, users: UserList, agentEmail: string) => {
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return new DynamicStructuredTool({
|
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description: "Send a booking link via email. Useful for scheduling with non cal users.",
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func: async ({ message, subject, to, eventTypeSlug, date }) => {
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return JSON.stringify(
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await sendBookingLink({
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apiKey,
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user,
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users,
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agentEmail,
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subject,
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to,
|
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message,
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eventTypeSlug,
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date,
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})
|
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);
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},
|
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name: "sendBookingLink",
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|
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schema: z.object({
|
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message: z
|
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.string()
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.describe(
|
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"Make sure to nicely format the message and introduce yourself as the primary user's booking assistant. Make sure to include a spot for the link using: [[[Booking Link]]]"
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),
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subject: z.string(),
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to: z
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.array(z.string())
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.describe("array of emails to send the booking link to. Primary user is automatically CC'd"),
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eventTypeSlug: z.string().describe("the slug of the event type to book"),
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date: z.string().describe("the date (yyyy-mm-dd) to suggest for the booking"),
|
||||
}),
|
||||
});
|
||||
};
|
||||
|
||||
export default sendBookingLinkTool;
|
||||
|
|
@ -6,7 +6,7 @@ import createBookingIfAvailable from "../tools/createBooking";
|
|||
import deleteBooking from "../tools/deleteBooking";
|
||||
import getAvailability from "../tools/getAvailability";
|
||||
import getBookings from "../tools/getBookings";
|
||||
import sendBookingLink from "../tools/sendBookingLink";
|
||||
import sendBookingEmail from "../tools/sendBookingEmail";
|
||||
import updateBooking from "../tools/updateBooking";
|
||||
import type { EventType } from "../types/eventType";
|
||||
import type { User, UserList } from "../types/user";
|
||||
|
|
@ -35,7 +35,7 @@ const agent = async (
|
|||
createBookingIfAvailable(apiKey, userId, users),
|
||||
updateBooking(apiKey, userId),
|
||||
deleteBooking(apiKey),
|
||||
sendBookingLink(apiKey, user, users, agentEmail),
|
||||
sendBookingEmail(apiKey, user, users, agentEmail),
|
||||
];
|
||||
|
||||
const model = new ChatOpenAI({
|
||||
|
|
@ -53,6 +53,8 @@ const agent = async (
|
|||
Make sure your final answers are definitive, complete and well formatted.
|
||||
Sometimes, tools return errors. In this case, try to handle the error intelligently or ask the user for more information.
|
||||
Tools will always handle times in UTC, but times sent to users should be formatted per that user's timezone.
|
||||
In responses to users, always summarize necessary context and open the door to follow ups. For example "I have booked your chat with @username for 3pm on Wednesday, December 20th, 2023 EST. Please let me know if you need to reschedule."
|
||||
If you can't find a referenced user, ask the user for their email or @username. Make sure to specify that usernames require the @username format. Users don't know other users' userIds.
|
||||
|
||||
The primary user's id is: ${userId}
|
||||
The primary user's username is: ${user.username}
|
||||
|
|
|
|||
|
|
@ -6,8 +6,12 @@ import type { UserList } from "../types/user";
|
|||
* Extracts usernames (@Example) and emails (hi@example.com) from a string
|
||||
*/
|
||||
export const extractUsers = async (text: string) => {
|
||||
const usernames = text.match(/(?<![a-zA-Z0-9_.])@[a-zA-Z0-9_]+/g)?.map((username) => username.slice(1));
|
||||
const emails = text.match(/[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+/g);
|
||||
const usernames = text
|
||||
.match(/(?<![a-zA-Z0-9_.])@[a-zA-Z0-9_]+/g)
|
||||
?.map((username) => username.slice(1).toLowerCase());
|
||||
const emails = text
|
||||
.match(/[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+/g)
|
||||
?.map((email) => email.toLowerCase());
|
||||
|
||||
const dbUsersFromUsernames = usernames
|
||||
? await prisma.user.findMany({
|
||||
|
|
|
|||
|
|
@ -24,6 +24,7 @@
|
|||
"edit-app-template": "yarn app-store edit-template",
|
||||
"delete-app-template": "yarn app-store delete-template",
|
||||
"build": "turbo run build --filter=@calcom/web...",
|
||||
"build:ai": "turbo run build --scope=\"@calcom/ai\"",
|
||||
"clean": "find . -name node_modules -o -name .next -o -name .turbo -o -name dist -type d -prune | xargs rm -rf",
|
||||
"db-deploy": "turbo run db-deploy",
|
||||
"db-seed": "turbo run db-seed",
|
||||
|
|
|
|||
|
|
@ -33,6 +33,19 @@ export async function getHandler(req: NextApiRequest, res: NextApiResponse) {
|
|||
},
|
||||
});
|
||||
|
||||
await fetch(
|
||||
`${process.env.NODE_ENV === "development" ? "http://localhost:3005" : "https://cal.ai"}/api/onboard`,
|
||||
{
|
||||
method: "POST",
|
||||
headers: {
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
body: JSON.stringify({
|
||||
userId: session.user.id,
|
||||
}),
|
||||
}
|
||||
);
|
||||
|
||||
return { url: getInstalledAppPath({ variant: appConfig.variant, slug: "cal-ai" }) };
|
||||
}
|
||||
|
||||
|
|
|
|||
|
|
@ -51,6 +51,7 @@
|
|||
"BACKEND_URL",
|
||||
"APP_ID",
|
||||
"APP_URL",
|
||||
"SENDER_DOMAIN",
|
||||
"PARSE_KEY",
|
||||
"NODE_ENV",
|
||||
"OPENAI_API_KEY",
|
||||
|
|
|
|||
Loading…
Reference in New Issue
Block a user