Spaces:
Sleeping
Sleeping
Commit Β·
1dc6052
1
Parent(s): 61643ea
feat: Telegram via Cloudflare Worker relay (HF blocks Telegram egress)
Browse filesConfirmed via /telegram/diag that HF blocks outbound to api.telegram.org.
Add a Cloudflare Worker relay (relay/cloudflare-worker.js + relay/README.md)
that reaches Telegram and calls HF /api/generate. Extend /api/generate:
accept jd_url (server-side JD fetch via src/jd_from_url), make jd_text optional,
and fall back to the bundled default resume when no resume is supplied.
Backward-compatible with the extension.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- HISTORY.md +27 -0
- README.md +16 -20
- api_server.py +36 -3
- relay/README.md +51 -0
- relay/cloudflare-worker.js +142 -0
HISTORY.md
CHANGED
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@@ -4,6 +4,33 @@ A running log of everything built, fixed, and changed. Most recent first.
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---
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## 2026-06-24 (AM3) β Fix Telegram bot: force IPv4 to api.telegram.org + retries
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After making the Space public, the webhook received updates (`POST /telegram/webhook
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---
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+
## 2026-06-24 (AM4) β Telegram via Cloudflare relay (HF blocks Telegram egress)
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`GET /telegram/diag` confirmed it definitively: from inside the Space,
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`getMe` to api.telegram.org read-times-out at 5s with no proxy β **HF blocks
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outbound to Telegram**. Inbound webhooks arrive, but the Space can never send
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replies. IPv4/retries can't fix a blocked route.
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Solution (owner chose "free relay host"): a **Cloudflare Worker** relay that can
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reach Telegram. Telegram β Worker β HF `/api/generate` β Worker sends the PDF.
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`ctx.waitUntil` acks Telegram instantly then finishes the ~30β60s job in the
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background (avoids Telegram's ~60s webhook-retry).
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- `relay/cloudflare-worker.js` β the Worker (allowlist, status msgs, calls HF,
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sends PDF or .tex fallback). Holds no resume data.
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- `relay/README.md` β full Cloudflare setup + re-point the Telegram webhook.
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- `api_server.py` `/api/generate` extended so the Worker stays thin:
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- `jd_url` form field β server fetches + extracts the JD via `src/jd_from_url.py`
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(returns `{"error":"jd_unreadable"}` when a link can't be read so the bot asks
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for pasted text);
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- `jd_text` is now optional (required only if no `jd_url`);
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- resume falls back to the bundled default when no `resume_latex`/PDF supplied.
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Backward-compatible with the extension (still sends `jd_text` + `resume_latex`).
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- The in-Space `/telegram/webhook` + `/telegram/diag` remain for diagnostics; the
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working path is now the Cloudflare relay.
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---
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+
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## 2026-06-24 (AM3) β Fix Telegram bot: force IPv4 to api.telegram.org + retries
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After making the Space public, the webhook received updates (`POST /telegram/webhook
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README.md
CHANGED
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@@ -258,29 +258,25 @@ Hybrid scoring: **70% JD Match + 30% Resume Quality**
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---
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## Telegram Bot (mobile touchpoint)
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Third touchpoint alongside the Streamlit app and Chrome extension: send a **job
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link** (or paste the JD) to your Telegram bot and get back a tailored resume PDF.
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the HF
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**Use:** send a job URL (Greenhouse/Lever/Ashby/Naukri/public pages fetch directly;
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LinkedIn/Indeed may be blocked server-side β the bot asks you to paste the JD text),
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-
or just paste the full job description. The bot replies with the compiled PDF.
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## Chrome Extension + JSON API
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---
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+
## Telegram Bot (mobile touchpoint, via Cloudflare relay)
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Third touchpoint alongside the Streamlit app and Chrome extension: send a **job
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link** (or paste the JD) to your Telegram bot and get back a tailored resume PDF.
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+
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**Architecture note:** HF Spaces *block outbound traffic to `api.telegram.org`*, so
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the HF app can receive webhooks but can't send replies. The bot therefore runs
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through a tiny **Cloudflare Worker** relay (free, always-on, can reach Telegram):
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Telegram β Worker β HF `/api/generate` (does JD-fetch + tailoring + Tectonic
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compile) β Worker sends the PDF back. Worker code + full setup:
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[`relay/cloudflare-worker.js`](relay/cloudflare-worker.js) and
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[`relay/README.md`](relay/README.md).
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`/api/generate` accepts `jd_url` (server fetches/extracts the JD) or `jd_text`, and
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falls back to the bundled default resume when no resume is supplied β so the relay
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stays a thin Telegram-I/O layer.
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(The legacy in-Space `POST /telegram/webhook` + `GET /telegram/diag` remain for
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diagnostics, but the working path is the Cloudflare relay because of the egress block.)
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## Chrome Extension + JSON API
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api_server.py
CHANGED
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@@ -494,7 +494,8 @@ async def telegram_webhook(request: Request, background_tasks: BackgroundTasks):
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# ββ /api/generate βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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@app.post("/api/generate")
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async def generate(
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-
jd_text: str = Form(
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job_title: str = Form(""),
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company: str = Form(""),
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maximum_ats_mode: str = Form(""), # "1"/"true" enables Maximum ATS Mode
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Generate a tailored resume DOCX (and optional PDF) for the supplied JD.
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Request: multipart/form-data
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-
- jd_text
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- job_title (optional) β for recruiter pitch header
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- company (optional) β for recruiter pitch header
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-
- resume
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Header: X-Api-Token β must match API_SECRET_TOKEN env var (when set)
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Response: JSON with docx_b64, pdf_b64, status, scores, quality_flag, etc.
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max_ats = _truthy(maximum_ats_mode) or _truthy(user_confirmed_expansion)
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conf_terms = _term_list(confirmed_terms)
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# ββ LaTeX-first: if the user supplied LaTeX source, use it (priority over the
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# uploaded PDF) for keyword matching + scoring, then compile to PDF. ββββββ
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if (resume_latex or "").strip():
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# ββ /api/generate βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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@app.post("/api/generate")
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async def generate(
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jd_text: str = Form(""),
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jd_url: str = Form(""), # Telegram relay: fetch JD from a link
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job_title: str = Form(""),
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company: str = Form(""),
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maximum_ats_mode: str = Form(""), # "1"/"true" enables Maximum ATS Mode
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Generate a tailored resume DOCX (and optional PDF) for the supplied JD.
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Request: multipart/form-data
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- jd_text β full job description text (required unless jd_url given)
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- jd_url β a job link; server fetches + extracts the JD (Telegram relay)
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- job_title (optional) β for recruiter pitch header
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- company (optional) β for recruiter pitch header
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- resume β PDF bytes; OPTIONAL β falls back to the bundled default resume
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Header: X-Api-Token β must match API_SECRET_TOKEN env var (when set)
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Response: JSON with docx_b64, pdf_b64, status, scores, quality_flag, etc.
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max_ats = _truthy(maximum_ats_mode) or _truthy(user_confirmed_expansion)
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conf_terms = _term_list(confirmed_terms)
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# ββ jd_url β fetch + extract the JD server-side (used by the Telegram relay) ββ
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if not (jd_text or "").strip() and (jd_url or "").strip():
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try:
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from src.jd_from_url import fetch_jd_from_url
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res = fetch_jd_from_url(jd_url.strip())
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if res.get("ok"):
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jd_text = res["jd_text"]
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job_title = job_title or res.get("job_title", "")
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else:
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return JSONResponse(
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{"error": "jd_unreadable",
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"detail": "Couldn't read that link server-side. Paste the job "
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"description text instead."},
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status_code=200,
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)
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except Exception as exc: # noqa: BLE001
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return JSONResponse({"error": "jd_fetch_failed", "detail": str(exc)[:200]},
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status_code=200)
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if not (jd_text or "").strip():
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return JSONResponse({"error": "jd_required",
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"detail": "Provide jd_text or jd_url."}, status_code=200)
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# ββ Resume fallback: no LaTeX and no PDF β use the bundled default resume. ββββ
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if not (resume_latex or "").strip() and resume is None:
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try:
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from src.default_resume import get_default_resume_latex
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resume_latex = get_default_resume_latex()
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except Exception: # noqa: BLE001
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pass
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# ββ LaTeX-first: if the user supplied LaTeX source, use it (priority over the
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# uploaded PDF) for keyword matching + scoring, then compile to PDF. ββββββ
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if (resume_latex or "").strip():
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relay/README.md
ADDED
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# Telegram β Resume PDF relay (Cloudflare Worker)
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HF Spaces block outbound traffic to `api.telegram.org`, so the HF app can receive
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Telegram webhooks but can't send replies. This tiny Cloudflare Worker runs on a
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network that *can* reach Telegram: it receives the webhook, calls your HF
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`/api/generate` (which works publicly), and sends the PDF back to Telegram.
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Cloudflare Workers are free, always-on, and `ctx.waitUntil()` lets the Worker ack
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Telegram instantly then finish the ~30β60s job in the background (so Telegram
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doesn't time out and retry).
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## One-time setup (~15 min)
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1. **Create the Worker**
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- Go to https://dash.cloudflare.com β **Workers & Pages** β **Create** β **Create Worker**.
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- Give it a name (e.g. `jaa-telegram-relay`) β **Deploy** (creates a placeholder).
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- Click **Edit code**, delete the sample, paste the contents of
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`relay/cloudflare-worker.js`, then **Deploy**.
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- Copy the Worker URL, e.g. `https://jaa-telegram-relay.<you>.workers.dev`.
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2. **Set the Worker's Variables & Secrets**
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Worker β **Settings** β **Variables and Secrets** β add (type "Secret" for the token):
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| Name | Value |
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|---|---|
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| `TELEGRAM_BOT_TOKEN` | your BotFather token |
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| `ALLOWED_USER_IDS` | your numeric Telegram ID (comma-separated for more) |
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| `HF_API_URL` | `https://saitejatirunagari-jaa-ats-tool.hf.space` |
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| `HF_API_TOKEN` | your `API_SECRET_TOKEN` (same value as the HF secret) |
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| `WEBHOOK_SECRET` | any random string (optional but recommended) |
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Re-deploy after saving.
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3. **Point Telegram at the Worker** (paste in a browser, filling in token/secret/worker URL):
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```
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https://api.telegram.org/bot<TOKEN>/setWebhook?url=https://jaa-telegram-relay.<you>.workers.dev&secret_token=<WEBHOOK_SECRET>
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```
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Expect `{"ok":true,...,"description":"Webhook was set"}`.
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(This replaces the old HF webhook β the bot now flows through Cloudflare.)
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4. **Make sure `API_SECRET_TOKEN` is set on the HF Space** (it gates `/api/generate`)
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and equals the Worker's `HF_API_TOKEN`.
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## Use
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Message the bot a **job link** or paste the **job description** β it replies with
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the tailored PDF. The HF Space must be public (the Worker calls it unauthenticated
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with the API token).
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## Notes
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- First request after the HF Space has been idle is slower (cold start ~30s).
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- LinkedIn/Indeed links may not be fetchable server-side; the bot will ask you to
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paste the description text (always works).
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- The Worker holds no resume data β HF uses your bundled default resume.
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relay/cloudflare-worker.js
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/**
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* Telegram β resume PDF relay (Cloudflare Worker).
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*
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* WHY: Hugging Face Spaces block outbound traffic to api.telegram.org, so the HF
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* app can RECEIVE Telegram webhooks but can't SEND replies. This tiny Worker runs
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* on Cloudflare (which can reach Telegram), receives the webhook, calls the HF
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* /api/generate endpoint (which works publicly), and sends the PDF back to Telegram.
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*
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* It acks Telegram instantly and finishes the ~30β60s job via ctx.waitUntil so
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* Telegram never times out and retries.
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*
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* Deploy: paste into a Cloudflare Worker. Set these Variables/Secrets:
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* TELEGRAM_BOT_TOKEN β from @BotFather
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* ALLOWED_USER_IDS β comma-separated numeric Telegram user IDs (allowlist)
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* HF_API_URL β https://<your-space>.hf.space
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* HF_API_TOKEN β your API_SECRET_TOKEN (matches the HF secret)
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* WEBHOOK_SECRET β optional; must match the setWebhook secret_token
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* Then point the Telegram webhook at the Worker URL (see relay/README.md).
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*/
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const HELP =
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"π Send me a *job link* (or paste the full job description) and I'll send back " +
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"your tailored, ATS-optimized resume PDF.\n\n" +
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"β’ Company/ATS links (Greenhouse, Lever, Ashby, Naukri) usually work directly.\n" +
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"β’ If I can't read a LinkedIn/Indeed link, copy the description text and send that.\n\n" +
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"Commands: /start, /help";
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+
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export default {
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async fetch(request, env, ctx) {
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if (request.method !== "POST") return new Response("ok"); // health/GET
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if (env.WEBHOOK_SECRET &&
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request.headers.get("x-telegram-bot-api-secret-token") !== env.WEBHOOK_SECRET) {
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return new Response("forbidden", { status: 403 });
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}
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let update;
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try { update = await request.json(); } catch { return new Response("ok"); }
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ctx.waitUntil(handle(update, env)); // finish in background; ack now
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return new Response("ok");
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},
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};
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function tgUrl(env, method) {
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return `https://api.telegram.org/bot${env.TELEGRAM_BOT_TOKEN}/${method}`;
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}
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async function tg(env, method, payload) {
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try {
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await fetch(tgUrl(env, method), {
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method: "POST",
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headers: { "Content-Type": "application/json" },
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body: JSON.stringify(payload),
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});
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} catch (_) { /* best-effort */ }
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}
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async function handle(update, env) {
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const msg = update.message || update.edited_message;
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if (!msg) return;
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const chatId = msg.chat && msg.chat.id;
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const userId = msg.from && msg.from.id;
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const text = (msg.text || "").trim();
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if (chatId == null) return;
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const allowed = (env.ALLOWED_USER_IDS || "")
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.split(/[,\s]+/).filter(Boolean).map(Number);
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if (!allowed.length || !allowed.includes(Number(userId))) {
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await tg(env, "sendMessage", { chat_id: chatId, text: "β This bot is private." });
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return;
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}
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if (!text || /^\/(start|help)\b/i.test(text)) {
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await tg(env, "sendMessage", { chat_id: chatId, text: HELP, parse_mode: "Markdown" });
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return;
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}
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const urlMatch = text.match(/https?:\/\/\S+/);
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const form = new FormData();
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if (urlMatch) {
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await tg(env, "sendMessage", { chat_id: chatId, text: "π Reading the job & generating your resumeβ¦ (~30β60s)" });
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form.append("jd_url", urlMatch[0].replace(/[).,]+$/, ""));
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} else if (text.length >= 200) {
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await tg(env, "sendMessage", { chat_id: chatId, text: "βοΈ Generating your ATS resumeβ¦ (~30β60s)" });
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form.append("jd_text", text);
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} else {
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await tg(env, "sendMessage", { chat_id: chatId, text: "Send a job link, or paste the full job description (a paragraph or more)." });
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return;
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}
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form.append("maximum_ats_mode", "1");
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let res;
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try {
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const r = await fetch(`${env.HF_API_URL.replace(/\/$/, "")}/api/generate`, {
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method: "POST",
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headers: { "X-Api-Token": env.HF_API_TOKEN || "" },
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body: form,
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});
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res = await r.json();
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} catch (e) {
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await tg(env, "sendMessage", { chat_id: chatId, text: "β Generation service is waking up or busy. Try again in a minute." });
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return;
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}
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if (res.error === "jd_unreadable") {
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await tg(env, "sendMessage", { chat_id: chatId, text: "β οΈ I couldn't read that link (LinkedIn/Indeed block server access). Please copy the *job description text* and send it to me." , parse_mode: "Markdown" });
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return;
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}
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if (res.error) {
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await tg(env, "sendMessage", { chat_id: chatId, text: `β ${res.detail || res.error}` });
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return;
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}
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const cov = res.external_coverage_pct != null ? res.external_coverage_pct
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: (res.scores && res.scores.jd_match);
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if (res.pdf_b64) {
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await sendDoc(env, chatId, res.pdf_b64, "resume.pdf", "application/pdf",
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`β
Tailored resume β ~${cov ?? "?"}% JD keyword coverage.`);
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} else if (res.tex_b64) {
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await sendDoc(env, chatId, res.tex_b64, "resume.tex", "application/x-tex",
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"β οΈ PDF compile failed β here's the .tex (compile at overleaf.com).");
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} else {
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await tg(env, "sendMessage", { chat_id: chatId, text: "β Generation produced no file. Try again." });
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}
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}
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function b64ToBytes(b64) {
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const bin = atob(b64);
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const bytes = new Uint8Array(bin.length);
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for (let i = 0; i < bin.length; i++) bytes[i] = bin.charCodeAt(i);
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return bytes;
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}
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async function sendDoc(env, chatId, b64, filename, mime, caption) {
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try {
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const fd = new FormData();
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fd.append("chat_id", String(chatId));
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fd.append("caption", caption.slice(0, 1024));
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fd.append("document", new Blob([b64ToBytes(b64)], { type: mime }), filename);
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await fetch(tgUrl(env, "sendDocument"), { method: "POST", body: fd });
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} catch (_) {
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await tg(env, "sendMessage", { chat_id: chatId, text: "β Couldn't upload the file to Telegram. Try again." });
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}
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}
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