Advanced AI Agents with RAG

Retrieval Augmented Generation (RAG) has quickly become a popular use case for Large Language Models. In this video, we’ll dive into the various use cases of RAG systems and demonstrate how generative feedback loops can enhance performance and take your RAG applications to the next level.
RAG Benefits: Improving chatbot interactions and semantic search with Weaviate.
Verba Demo: Our open-source RAG app for Airbnb showcases enhanced booking assistance.
Generative Feedback Loops (GFL): Boosting efficiency and reducing costs by saving generated responses into the database.
Real-World Applications: Implementing self-healing databases in healthcare, legal, e-commerce and more
GFL Blogpost: weaviate.io/blog/generative-f...
GFL Documentation: weaviate.io/developers/weavia...
Weaviate Academy: weaviate.io/developers/academy
Weaviate Starting Guide: weaviate.io/developers/weavia...
Verba GitHub: github.com/weaviate/verba
Verba Demo: verba.weaviate.io/
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Music:
Linear Daybreak - Brendon Moeller
Melodic Flow - VELDA
00:00 - Introduction
00:22 - Real-life Usecase
02:24 - RAG as Solution
04:11 - AI Agents in RAG
06:00 - RAG in Weaviate
08:00 - GFL Examples
09:25 - Outro

[@NERDDISCO]

I love this video! Thank you very much!!!

[@davidvalencia6256]

Thank you

[@syedabilgrami6603]

feels like I am watching bunch of robots talking

[@ranicket]

always has been

[@philipvollet]

Beep Boop Bop

[@PixelProRanger-cv5ii]

Is this a generated video?

[@GeorgeFoxRules]

This is gotta be one of the weirdest videos I’ve ever seen on CZcams. The content is so awesome and great but the camera creates some kind of a surreal image. It’s like hyper realism or something. The image quality is so immersive. It’s almost distracting so weird.

[@thunken]

they're just using front lighting and a short camera focal length thing... relax...

[@thunken]

actually... looks like a technique where the background is blurred... but the person is in sharp focus...

[@thunken]

might be green screen

[@philipvollet]

@@thunken@thunken Nope, no green screen, all in person, at the AI Campus in Berlin. It's the cam and blurring setup, but this is by intent

[@thunken]

@@philipvollet it’s nice.