Back

Nikhil Singh

Software Developer |... • 11h

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 "Parking," we query only that listing’s specific datastore. Result: Zero cross-listing contamination. No hallucinations. 4. Phase 3: Language Generation: The retrieved facts are sent to Gemini 2.0 Flash with strict constraints such as: "Use ONLY the provided text. Do not add facts." The model acts purely as a formatter to generate a friendly response.

1 Reply
Replies (1)

More like this

Recommendations from Medial

Image Description

Nikhil Singh

Software Developer |... • 11h

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

See More
2 Replies
6
Image Description
Image Description

simple

just trying • 1y

as a interprener.give excuses you should have not made in starting phase

6 Replies
5
Image Description
Image Description

Shanu Chhetri

CS student | Tech En... • 6m

Best Marketing 😅💪🏻 Raj Shamani’s "Figuring Out" podcast spotlights ASUS, with their VP as a guest, showcasing the laptop’s durability and features.

5 Replies
10
Image Description
Image Description

Arun Kumar

Hey I am on Medial • 1y

Guys I am looking for a guest for my podcast as I am planning one by next month, if anyone is interested please let me know

2 Replies
6
Image Description
Image Description

Asif Sayyad

Entrepreneur • 1y

As a student entrepreneur, I work 10 hours. I attend the guest lectures, which are conducted by the college, for 7 hours, and spend 3 hours on my startup. Share your time.

8 Replies
9
Image Description

Har

Hey I am on Medial • 1y

Hi everyone, I have started working on my AI assistance bot, just like baymax I want to bring it to real life as a mixture of Friday and baymax, this bot will have both software only, as well as a hardware, for phase 1 of this project I be focusing

See More
1 Reply
4
Image Description
Image Description

Rahul Khatri

Founder at AuraX • 1y

Recently JECRC College, Jaipur (#1 NEC) invited me as a guest & a jury member at the Fish Tank competition. I saw some exceptionally good startups & was amazed at the ideas & depth of thinking! What surprised me was the immense potential the school

See More
3 Replies
7
Image Description

jitendra kumar

Senior backend engin... • 1m

Hey I need one node. js backend dev and react native front end dev to work with me as a co founder, I am building one app, that is already in MVP phase, dm me if you are interested.

1 Reply
2

Aashrith Arun

 • 

Thesodopreneur.com • 5m

Day 3 - Creator to business mindset I’ve realized that it is beneficial for creators think in a business first perspective. Build an offer then create content around it. This will act as guard rails in the initial phase. (1/2)

Reply
1

Download the medial app to read full posts, comements and news.