Get top job matches for your CV on Telegram

import feedparser
from clickruntime import on_trigger, credentials, state, ai, http

CV_DOC, CHAT_ID, TOP = "your-cv-doc-id", "your-telegram-chat-id", 5
FEEDS = ["https://jobs.example.com/rss?q=marketing+manager"]
SCHEMA = {"type": "object", "properties": {"score": {"type": "integer"}, "opener": {"type": "string"}}}

@on_trigger
def run(event):
    cv = http.get(f"https://www.googleapis.com/drive/v3/files/{CV_DOC}/export", params={"mimeType": "text/plain"},
                  headers={"Authorization": f"Bearer {credentials.connection('google', 'work')}"}).text[:5000]
    seen = state.get("seen") or []
    posts = [e for f in FEEDS for e in feedparser.parse(http.get(f).text).entries if e.link not in seen][:30]
    scored = []
    for p in posts:
        r = ai.generate(f"CV:\n{cv}\n\nJob: {p.title}\n{p.get('summary', '')[:2000]}\nScore fit 1-10 and write a one-sentence cover-letter opener.",
                        json_schema=SCHEMA, max_output_tokens=120).json
        scored.append((r["score"], p, r["opener"]))
        seen.append(p.link)
    best = [s for s in sorted(scored, key=lambda s: -s[0]) if s[0] >= 7][:TOP]
    bot = f"https://api.telegram.org/bot{credentials.secret('TELEGRAM_BOT_TOKEN')}/sendMessage"
    for score, p, opener in best:
        http.post(bot, json={"chat_id": CHAT_ID, "text": f"{score}/10 {p.title}\n{p.link}\nOpener: {opener}"})
    state.set("seen", seen[-2000:])
    return {"scored": len(posts), "sent": len(best)}