Assistants API and Trulens Hackathon

Start

Hackathon Kick-Off - lablab.ai introduction

TruEra Opening Words

Hackathon Guide and lablab Platform Walk-through

Assistants API

by Anupam Datta, Co-founder, President, Chief Scientist at Truera

Workshop - Advanced Evaluation Methods with TruLens

by Laurie Voss, VP Developer Relations at LlamaIndex

Workshop  - Advanced RAG with agentic strategies with LlamaIndex

Prakul Agarwal, ML Product Manager at MongoDB

Workshop - Retrieval Augmented Generation with MongoDB

General Q&A session on Discord

Submissions Deadline

Search experts breaking into the GenAI World!

Kibernum USA

llermaly

maximiliano carrasco

YouTurbio allows you to analyze videos with Video Citations, and evaluate different tasks and metrics:

We use LlamaIndex + GPT-4 for chunks classification leveraging function calling
MongoDB as vector Database
Cohere as QA LLM 

This tool helps you understanding the mood of a video, and directly linking to the information source.

You can use any topic categories you want, and then ask questions about the video content, or the classified topics.

After you finish, you can take a look at the TruLens evaluation, to make adjustments and improve the quality of your system!.

TruLens Leaderboard:

QA: Evaluates Cohere's performance answering questions
Classify: Evaluates GPT's performance classifying video transcript chunks

YouTurbio allows you to analyze videos with Video Citations, and evaluate different tasks and metrics

"Kibernum USA team on Assistants API and Trulens Hackathon Hackathon"

Team Idea

Submission