Search

1. Click [**Remix**](/?intent=remix)
2. Add environment variables:
   - `OPENAI_API_KEY` — for AI lead qualification
   - `GITHUB_TOKEN` — for accessing GitHub API
     ([create one here](https://github.com/settings/tokens))

app.post("/", async (c) => {
  // Early API key check to avoid confusing when using the tester ui
  if (!Deno.env.get("OPENAI_API_KEY")) {
    return c.json(
      { error: "Add OPENAI_API_KEY in Environment Variables" },
      503,
    );
// Test endpoint for the welcome UI
app.post("/test", async (c) => {
  if (!Deno.env.get("OPENAI_API_KEY")) {
    return c.json(
      { error: "Add OPENAI_API_KEY in Environment Variables" },
      503,
    );
// Reanalyze a lead
app.post("/lead/:id/reanalyze", async (c) => {
  if (!Deno.env.get("OPENAI_API_KEY")) {
    return c.json(
      { error: "Add OPENAI_API_KEY in Environment Variables" },
      503,
    );

import { readFile } from "https://esm.town/v/std/utils/index.ts";
import { Agent, run, RunResult, webSearchTool } from "npm:@openai/agents@0.3.0";
import { getLeadById, storeLead, updateLeadOutput } from "./db.ts";

import { OpenAI } from "https://esm.town/v/std/openai";
const openai = new OpenAI();
function escapeHtml(s: string) {
    async start(controller) {
      try {
        const completion = await openai.chat.completions.create({
          model: "gpt-5-nano",
          stream: true,
        });
        // The Val std/openai client typically returns an async iterable for stream:true
        for await (const evt of completion as any) {
          const delta = evt?.choices?.[0]?.delta?.content ?? "";
 */
async function nonStreamingRunbook(notes: string): Promise<string> {
  const completion = await openai.chat.completions.create({
    model: "gpt-5-nano",
    max_tokens: 900,

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" },

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" },

  options = {},
) => {
  // Initialize OpenAI API stub with custom configuration for iFlow
  const { Configuration, OpenAIApi } = await import(
    "https://esm.sh/openai@3.3.0"
  );
  const configuration = new Configuration({
    apiKey: process.env.OPENAI_API_KEY || process.env.OPENAI,
    basePath: process.env.OPENAI_BASE_URL || undefined,
  });
  const openai = new OpenAIApi(configuration);
  // Request chat completion
  const messages = typeof prompt === "string"
    : prompt;
  const model = process.env.MODEL_NAME || "gpt-3.5-turbo-0613";
  const { data } = await openai.createChatCompletion({
    model,
    messages: messages as any,

  handler
- Environment variables via `Deno.env.get()`
- Val Town std libraries used: `email` (forwarding), `openai` (LLM fallback)
## Code Standards
- **Geocoder**: US Census Bureau (`geocoding.geo.census.gov`) — free, no API
  key, handles DC intersections
- **LLM fallback**: OpenAI gpt-4o-mini via Val Town `std/openai` for locations
  that resist deterministic parsing
- **Email format**: Location is always in

  intersections well)
- **LLM fallback**: When deterministic parsing can't produce a geocodable
  address, OpenAI gpt-4o-mini rewrites the location string before a second
  geocode attempt
- **Email parsing**: Location is extracted from the pattern