Advanced RAG Hackathon

Start

by Simon Olson, Co-Founder of New Native 

Hackathon Kick Off - Lablab.ai Introduction

by Ofer Mendelevitch, Head of Developer Relations

Vectara Opening Words

Together Opening Words

LlamaIndex Opening Words

by Chris Maddock, Head of Product Marketing 

Unstructured Opening Words

Tonic Opening Words

General Q&A session on Discord

Tools for building UI for AI

Advanced RAG workshop

We use AI to find mistakes in the metadata of PDF documents.

Anomaly detectors by RAG

Carlos Salgado

elia-w

Vivid_Dawnby5b

Sandra Ashipala

Abdul Qadeer

Using AI to find mistakes in the metadata of PDF documents. 
The user can upload a document without metadata, the upload is ingested using unstructured.io.
Then AI(Mistral) adds metadata, which is displayed in the UI. The user could now copy that out and use to assign metadata to his documents.
The user can then upload another document with the human given metadata,
or load a lot of documents with correct metadata from a vectorstore (vectara).
The user can also provide his own metadata for the document as a textstring.
Mistral then compares the two versions of the metadata and tells the user the differences and similarites 
between both sets of metadata.

Using AI to detect wrong or missing metadata in various documents.

"Anomaly detectors by RAG team on Advanced RAG Hackathon Hackathon"

Team Idea

Submission