Search

Note: When changing a SQLite table's schema, change the table's name (e.g., add _2 or _3) to create a fresh table.
### OpenAI
```ts
import { OpenAI } from "https://esm.town/v/std/openai";
const openai = new OpenAI();
const completion = await openai.chat.completions.create({
  messages: [
    { role: "user", content: "Say hello in a creative way" },

// @ts-ignore
import { OpenAI } from "https://esm.town/v/std/openai?v=4";
// --- AI BEHAVIORAL GUIDELINES ---
  if (req.method === "POST") {
    try {
      const openai = new OpenAI();
      const { image } = await req.json();
      }
      const completion = await openai.chat.completions.create({
        model: "gpt-4o",
        messages: [

- **Email Service** (`email.service.ts`): Email communication and template formatting
- **Notion Service** (`notion.service.ts`): Notion API integration for database and file operations  
- **OpenAI Service** (`openai.service.ts`): AI/ML processing and analysis
### Service Boundaries
  - `attachFileUploadToPage()` - Step 3: Attach file to page with "file_upload" type
### OpenAI Service (`openai.service.ts`)
**Purpose**: OpenAI API integration with two-stage consensus analysis
**Key Functions**:

Note: When changing a SQLite table's schema, change the table's name (e.g., add _2 or _3) to create a fresh table.
### OpenAI
```ts
import { OpenAI } from "https://esm.town/v/std/openai";
const openai = new OpenAI();
const completion = await openai.chat.completions.create({
  messages: [
    { role: "user", content: "Say hello in a creative way" },

Note: When changing a SQLite table's schema, change the table's name (e.g., add _2 or _3) to create a fresh table.
### OpenAI
```ts
import { OpenAI } from "https://esm.town/v/std/openai";
const openai = new OpenAI();
const completion = await openai.chat.completions.create({
  messages: [
    { role: "user", content: "Say hello in a creative way" },

  analyzeTranscriptsForQuestion,
  analyzeTranscriptsWithConsensus,
} from "../services/openai.service.ts";
import { createTimestampProperties, createAnalysisResultsDatabaseSchema, createResultsDatabaseProperty, createTotalQuestionsProperty, createCompletedQuestionsProperty, createEvidenceSummaryProperty, createMethodologyProperty } from "../utils/notion-properties.utils.ts";
import type { NotionProperties } from "../types/notion.types.ts";
    const questionsDbId = Deno.env.get("FINDINGS_QUESTIONS_DB_ID");
    const transcriptsDbId = Deno.env.get("FINDINGS_TRANSCRIPTS_DB_ID");
    const openaiApiKey = Deno.env.get("OPENAI_API_KEY");
    if (!reportsDbId || !questionsDbId || !transcriptsDbId || !openaiApiKey) {
      return {
        success: false,
          question: question.name,
          transcripts: transcriptTexts,
          apiKey: openaiApiKey,
        });

It receives webhooks from Attio, stores them in a SQLite database, and
periodically sends AI-generated summaries of recent activity to Slack. The
system uses OpenAI to transform raw webhook data into human-readable summaries,
helping teams stay informed about CRM activity without being overwhelmed by
individual notifications.
  Slack summaries
- [`auth.ts`](./auth.ts) - Webhook signature verification middleware
- [`openai.ts`](./openai.ts) - AI-powered event summarization using OpenAI
- [`scratch.ts`](./scratch.ts) - Development scratchpad for testing functions
- [`setup.ts`](./setup.ts) - One-time setup script to initialize database and
The trickiest part of this val was hydrating these events into human readable
form, like "Steve commented on OpenAI: they're using Val Town!"
After trying and failing (for hours!) to get LLMs to write this code for me, I

import { OpenAI } from "https://esm.town/v/std/openai";
const openai = new OpenAI();
function parseMarkdown(text: string) {
export async function summarizeEvents(events: string[]) {
  const resp = await openai.chat.completions.create({
    model: "gpt-4.1",
    messages: [{

import { hydrate } from "./attio/hydrate.ts";
import pSettle from "npm:p-settle";
import { summarizeEvents } from "./openai.ts";
import type { AttioWebhookEvent } from "./attio/webhook-payload-types.ts";

Note: When changing a SQLite table's schema, change the table's name (e.g., add _2 or _3) to create a fresh table.
### OpenAI
```ts
import { OpenAI } from "https://esm.town/v/std/openai";
const openai = new OpenAI();
const completion = await openai.chat.completions.create({
  messages: [
    { role: "user", content: "Say hello in a creative way" },