🚀 Medial Secures Investment on Shark Tank India - Fueling the Future of Professional Social Networking. 🔥

News

Messages

Try our Valuation Calculator →

Back

Nikhil Singh

Software Developer |... • 13h

I built an end-to-end AI concierge for Airbnb & Booking com — without hallucinations. Over the last few weeks, I built a fully automated AI workflow that reads guest manuals, understands messages, and replies safely and accurately at scale. This is

Nikhil Singh

Software Developer |... • 13h

3. Phase 2: Factual Knowledge Retrieval (RAG) We treat every property as a unique data silo. Hosts upload PDF guest manuals via the CMS. These are indexed into a dedicated Google Discovery Engine datastore. When a guest asks regarding "WiFi" or "Par

Nikhil Singh

Software Developer |... • 13h

5. Delivery The response is written to Firestore, triggering a final Cloud Function. We use Hostaway REST APIs to push the message back to the specific OTA (Airbnb/Booking.com) thread. The Tech Stack: ・Backend: Firebase Functions, Firestore, Node.js ・AI/ML: Vertex AI, Gemini 2.5 Flash & 2.0 Flash ・Search: Google Discovery Engine (Vector Search) ・Storage: Google Cloud Storage ・External Integration: Hostaway API + Webhooks Why this matters: Most AI agents hallucinate because they rely on the model for knowledge. This system relies on verified documents; the model is just the interface. Guests get instant answers, and support teams scale without increasing headcount. Thanks for reading

Recommendations from Medial

Nikhil Singh

Software Developer |... • 13h

2 Replies

Aravind K Vishwanath

MERN Stack Developer... • 1y

Google Drive or Anyother free cloud storage full?? How many of you face this issue?

Yes

Votes: 105

6 Replies

Uttkarsh Singh

Learning • 1y

Jio’s entry into the AI cloud market is a direct challenge to Google Cloud, Jio will provide "AI-Cloud Welcome Offer", upto 100 GB of free cloud storage for Jio users from this Diwali This was all about the Jio B2C strategy, they have even partnered

5 Replies

Tech SR Gaming

All Is Well ❤️‍🩹 • 7m

jio offering 🫴 Free 🆓 50GB ☁️ AI cloud Storage 🏬 ..

Anonymous

Hey I am on Medial • 1y

How come cloud storage services like Dropbox and Google Drive are cheaper than Cloudflare R2 and Amazon S3? Do you have any suggestions for reducing cloud storage costs? I know that R2 doesn't charge for egress.

Rahul Agarwal

Founder | Agentic AI... • 24d

Google Makes Gemini 3 Flash the Default AI Model, Raising the Bar for Speed and Multimodal Intelligence

Account Deleted

Hey I am on Medial • 8m

Google Search is slipping. Apple says fewer people use Safari to search. Users are switching to ChatGPT and Perplexity instead. The AI search war has started and Google is playing defense.

Kimiko

Startups | AI | info... • 7m

google is telling us how to do SEO in the AI era. read the full report here: https://developers.google.com/search/blog/2025/05/succeeding-in-ai-search

Kimiko

Startups | AI | info... • 8m

Google generates $157 billion in revenue each year from its non-Search properties. Cloud: $46 billion Subscriptions: $42 billion YouTube: $37 billion Network: $30 billion Other Bets: $1.6 billion What would Google be worth without Search?