TruEra Challenge: Build LLM Applications

Let's Kick it Off! We are starting the stream with a Hackathon opening, an introduction to lablab.ai from the NewNative co-founder, and a schedule overview.

Hackathon Kick-Off Stream

Join Anupam Datta, Co-founder, President, and Chief Scientist at TruEra, as he kicks off the Hackathon with insightful opening words, setting the tone for an engaging exploration into TruEra Challenge: Build LLM Applications with Google Vertex AI.

TruEra Opening Words

Let's dive into the platform and its features that will be useful for Hackathon participants.

Hackathon Guide and Platform Walk-through

Join the workshop with Michael Davis, Customer Engineer at Google and Anupam Datta, co-founder, President, and Chief Scientist at TruEra.

Google Cloud x TruEra Workshop: Running LLM-based Evals with PaLM 2

Join us for an insightful workshop featuring Josh Reini, DevRel Engineer at TruEra, and Yujian Tang, Developer Advocate at Zilliz.

Build and Iterate with Advanced Index Construction: Chunking, Range Search and more

General Q&A session on Discord

In this workshop on December 4, Shayak Sen, CTO of Truera, and Laurie Voss, VP of Developer Relations at LlamaIndex, will explore the building and evaluation of multimodal GenAI apps using the RAG Triad model. 

Building and Evaluating Multimodal GenAI Apps: RAG Triad is All you Need

Submissions Deadline

Extended Submission Deadline💻

TOP-5 teams will be invited to pitch their ideas for Hackathon judges - to define the Hackathon winner!

Finalists Stream

A ground breaking idea to evolve and use the power of Generative AI

pepo

Parses pdf with pypdf
Index Construction with LlamaIndex's GPTSimpleVectorIndex
the text-embedding-ada-002 model is used to create embeddings
see vector store index page to learn more
indexes and files are stored on s3
Query the index
uses the latest ChatGPT model gpt-3.5-turbo

local mode for app (no s3)
 global variable use_s3 to toggle between local and s3 mode
 deploy app to streamlit cloud
 have input box for openai key
 uses pyarrow local FS to store files
 update code for new langchain update
 Custom prompts and tweak settings
 create a settings page for tweaking model parameters and provide custom prompts example
 Add ability to query on multiple files
 Compose indices of multiple lectures and query on all of them
 loop through all existing index, create the ones that haven't been created, and compose them together

Analysis any pdfs and speak to them by empowering LlamaIndex and ChatGPT to create a full structure response and detailed manner plus analysis to your image 

"pepo team on TruEra Challenge: Build LLM Applications Hackathon"

Team Idea

Submission