video1.0<iframe src="https://www.loom.com/embed/6cf7c88f009a48e5b08d590f4de6e9b3" frameborder="0" width="1920" height="1440" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>14401920Loomhttps://www.loom.com14401920https://cdn.loom.com/sessions/thumbnails/6cf7c88f009a48e5b08d590f4de6e9b3-dbf0ebbf80ecd130.gif4365.567In this jam-packed Office Hour #6, Sean (Founder of AgenticFlow) walks you through some of the most powerful updates we’ve rolled out: 🔹 New Knowledge Engine Revamp – with a top-ranked embedding model (from Rank #166 → #5!) 🔹 Enterprise-Level Search & Re-Ranking – for faster, smarter hybrid search workflows 🔹 MCP Goes Mainstream – ChatGPT, Cloudflare & Vercel support, and how you can build your own 🔹 Hyper-Personalized Lead Engagement – with LinkedIn scraping, canvas-based image gen, and Gmail draft automation 🔹 Telegram Bot Tutorial – complete walkthrough of how to create and connect your own AI-powered Telegram bot 🔹 Live Q&A – covering multi-agent updates, performance tips, and roadmap insights 📌 Plus: Sneak peek into multi-agent beta rollout (launching July 2025!) and an exciting plan to turn AgenticFlow into its own MCP server—so ChatGPT can run your workflows 🤯 📝 YouTube Description (with clickable chapters) 0:00 – Warm-up & Audio Check 1:07 – Today’s Agenda (what we’ll cover and why) 2:26 – Knowledge Engine Revamp – new Link-Q 4000-D embeddings (Rank #5) and why your relevance score should drop from 0.5 → 0.2 3:53 – Enterprise Re-Rank + Hybrid Search – cut tokens, speed queries, boost accuracy 5:52 – New MCP Connection UI – SSE vs Streamable HTTP and easier header handling 8:08 – MCP Goes Mainstream – ChatGPT beta, Cloudflare Workers + Vercel templates, 2K+ first-party endpoints 12:15 – DEMO: Hyper-Personalized Lead Engagement Workflow  • LinkedIn scrape → avatar extraction  • Canvas-style image generator (Canva Enterprise features for free)  • Auto-draft personalised Gmail invite 24:30 – Deep-Dive: Canvas Image Personalisation – drag-and-drop fields & background tricks 29:40 – Telegram Bot Integration (Start-to-Finish)  • Creating the bot with BotFather  • Setting webhooks & tokens  • Wiring AgenticFlow triggers 38:00 – Webhook Setup Walk-through – live terminal commands & common pitfalls 45:45 – Two-Way Messaging – send & receive Telegram chats via workflow skill 52:30 – Live Q&A  • Model performance vs tools (why 9 tools/agent is sweet-spot)  • Long-term memory & mem-DB hacks 59:10 – Multi-Agent Beta Timeline – dev status, July roll-out plan, tier access 1:05:25 – Database-vs-Knowledge Preview – upcoming Postgres-backed “fast tables” for 1M+ rows 1:12:35 – Closing & Next Steps – where to grab the JSON files & join the community 🔗 Useful Links • Discord community – https://qra.ai/discord • Product roadmap – https://agenticflow.featurebase.app/ • Start building – https://agenticflow.ai 👍 Like • Comment • Subscribe to stay in the loop!