TruLens provides a robust suite of tools for neural network development and monitoring, including LLMs. You can utilize TruLens-Eval for evaluation and TruLens-Explain for deep learning explainability, independently. Explore these valuable tools while taking on the challenge!

Inni

dimitrije pešić

Theodor

walaa2022

shebagi

duccikk

alsu5

Olesia Zinchenko

Damdi

iggi

dinashall

mistagary

shayaksen

Josh Reini

Jisoo Lee

gn03249822

piotrm

TruLens Hackathon

MindShield: An AI-Assisted Firewall for Cognitive Integrity.

MIND INTERFACES

AarifAli110

Mind-Interfaces

Ahmad Jajja

harisellahi

The idea is to develop a text-video app to generate a movie clip using TruLens.

AITruLensCoders

jssaluja

Kashii

sgopi

Samuel kalu

kalsoom_irshad

Felipe Oliveira

Unleash your creativity in a supportive & collaborative environment.

AMHBG

hamna00

Mubeench

aqibamir

Amina_Saeed

sotsnetwork

MalikZubair069

"UltraIA == Turning ideas into innovation."

UltraIA

HaroonAli7816

BUSHRA11

Haroon525

UltramarkoRJ

Mahadev

Step-up

Enabling trust in AI models with TruEra's quality solutions.

TruEra

Check out your inbox for the email with useful links and instructions to start your journey!

Kick-Off Email!

Q&A Session on Discord

Time is up! Submit your prototypes and remember, with your submission, you are able to join the Main Challenge and improve your solution over the global TruEra Challenge with Google Vertex AI!

Submission Deadline!

Enhance your submission for the TruEra Challenge: Build LLM Applications, compete for cash prizes, and integrate the partner's technologies into your project!

Enroll and create your team with the link - https://lablab.ai/event/truera-challenge-build-llm-applications

Join the Main Challenge!

Why TruLens?

Challenge

Fast Track To The Main Challenge

Hackathon Flow

StartUp Opportunities

TruLens & Google Vertex AI 48-Hour Hackathon

Introducing BizzBot – Your All-in-One Business Solution

Struggling to juggle studies and manage your food stall? Enter BizzBot, your AI business assistant.

Real Conversations and Real-Time Data
Engage clients instantly with real-time assistance and information, seamlessly integrating with WhatsApp, Discord, Instagram, or any preferred channel.

Sentiment Analysis
Understand and respond to customer emotions using advanced sentiment analysis, creating more personalized and empathetic interactions.

Feedback Collection
Collect and process customer feedback for continuous improvement, ensuring services align with customer expectations.

Order Confirmation and Notification
Swiftly confirm orders, provide delivery details, and send notifications, keeping customers informed across various channels.

Tailored Recommendations
BizzBot offers personalized suggestions based on customer preferences, enhancing engagement and satisfaction effortlessly.

Effortless Integration and Inventory Management
Create a customized bot in just 5 minutes, integrating BizzBot seamlessly across platforms. Manage inventory effortlessly for smooth business operations.

Revolutionize customer interactions and simplify stall management with BizzBot. Let it handle the details while you focus on your studies. It's not just a chatbot; it's your business ally.

BizzBot: Integrating the Truelens-powered chatbot with WhatsApp. Real-time data access, AI-driven customization, sales tracking, order reminders, payment handling. Transform customer interactions and optimize business operations seamlessly

Bizzbot

m_ahsan

TegaRorobi

shehzad4145

Razia122

PM_Nextdoor

Miracle

Empower your AI projects with TruLens, a suite of tools for developing and evaluating large language models.

TruLens

Bizzbot Hub - The busy entrepreneurs sidekick

Revolutionizing Healthcare by merging cutting-edge AI technology within a user-friendly chatbot. This innovative solution empowers patients, caregivers, and healthcare professionals by delivering immediate, precise medical guidance. Its implementation vastly enhances diagnostic capabilities, expediting accurate assessments, and streamlining patient care processes. Experience the future of healthcare with MediBot's seamless AI-driven assistance, transforming the landscape of preliminary diagnoses and interactions within the healthcare domain. Join us in reshaping how healthcare is accessed, offered, and experienced.

MediBot integrates AI into a user-friendly chatbot, empowering patients, caregivers, & healthcare pros with accurate, immediate medical guidance. Enhance diagnostics & streamline care, revolutionizing healthcare interactions.

AI MEDICS

inshayaqoob

ABBUTT916

Muhammad Umer Farooqi

OpenAI is an AI research and deployment company

OpenAI

GPT-3.5 stands for Generative Pre-trained Transformer and is fine-tuned version of GPT-3. It is an autoregressive language model that uses deep learning to produce human-like text. There are many models in GPT-3.5 family as gpt-3.5-turbo or gpt-3.5-turbo.

GPT-3.5

MediBot AI-Powered Healthcare Guidance

A web app with built with React and Next.js using GCP for hosting and Firebase for storage. Web app uses a Large Language Model as main feature:
Google Vertex AI PaLM2 on text-bison model. For fine tuning we plan to use CUAD dataset and the model was modified with LangChain, for enhancing it's summarization abilities to state of art. The app is aimed to summarize and let the user be aware of the terms and conditions of the companies he signed up for. The model be evaluated with the help of TruLens and The final features will be: Summarization of the company's ToS, Storing previous answers and use them to plot and visualize the the terms you've agreed on, Submit your own terms and conditions which will be summarized and sent into the pipeline for context

A web app with Google Vertex AI LLM based model aimed to summarize and let the user be aware of the terms and conditions of the companies he signed up for, this app aligns with Sustainable Development Goals 16: Peace, Justice and Strong Institutions

Surrey CV and NLP

Shania-F

Sebastian Dan

Bamlak

HongZhe926

GracjanPW

Discover PaLM 2, Google's groundbreaking large language model, excelling in complex reasoning, multilingual translation, and coding expertise. Experience the next-generation AI technology that is setting new standards in the field of artificial intelligence.

PaLM

Discover Alphabet Inc.'s gem: Google LLC! A global multi-tech marvel offering internet-focused services – search engines, online ads, cloud prowess, software savvy, and hardware innovation.

Google

Terms and Conditions GPT

TruLens-MindShield
      
An AI-Assisted Firewall for Cognitive Integrity.
     
Overview

Problem Statement: Address the issue of cognitive manipulation and the algorithmic promotion of toxicity in social media and other digital platforms.

Tool Utilization: Employ TruLens-Eval for real-time evaluation of content and TruLens-Explain to provide insight into why certain content is deemed manipulative or toxic. Use TruEra for fine-tuning and ensuring the model performs at its peak capabilities.
Innovation

Technical Feasibility: Create a browser extension or app that integrates with social media platforms to provide real-time filtering and explanations.

Unique Features: The system will include a user-customizable dashboard to set personal filters for what kinds of content they wish to be shielded from.

Why It's Unique

Gap Analysis: There is a lack of tools aimed specifically at protecting users from manipulative or emotionally charged content.

Transparency Factor: TruLens-Explain will provide users with the rationale behind the filtering decisions, offering transparency and control.
Where It Has Potential

Real-world Relevance: The pervasive influence of toxic and manipulative content is a pressing issue in today's digital landscape.

Tool Efficacy: The project aims to fully utilize TruLens and TruEra for real-time evaluation and fine-tuning.

Performance Metrics: Success would be evaluated based on user satisfaction and the ability to accurately filter and explain problematic content in real-time.

MindShield aims to offer users a protective layer against the cognitive hazards of the digital world, from outrage mobs to manipulative bots. By providing both a real-time filter and transparent explanations for its actions, it addresses many of the concerns faced online, making it a relevant and potentially impactful project.

MindShield aims to offer users a protective layer against the cognitive hazards of the digital world, from outrage mobs to manipulative bots by providing both a real-time filter and transparent explanations for its actions.

TruLens-MindShield

Title: TruLens Enhanced: Advanced AI Model Comparison with HuggingFace Integration

Summary:

Objective: We've upgraded Tru Eval by integrating it with HuggingFace endpoints, creating TruLens Enhanced, a powerful tool for comparing and understanding AI models.

Key Features:

HuggingFace Integration: Access to a wide range of pre-trained models for comprehensive comparison.
3B Model Benchmarking: Utilize our advanced 3B models with superior inference capabilities for benchmarking against other models.
TruLens Dashboard: A user-friendly interface for visualizing performance metrics and model comparisons.
Interactive Notebook: An engaging environment for users to experiment with and learn from different models.
Community-Friendly: Accessible to a diverse range of users, from AI professionals to beginners.
Impact:

Educational Value: A resource for learning and teaching AI.
R&D Acceleration: Facilitates quick, in-depth comparisons of models, aiding research and development.
Business Intelligence: Assists businesses in selecting the most suitable models for their needs.
Conclusion:

TruLens Enhanced revolutionizes the way AI models are compared and understood, combining the power of HuggingFace's APIs with our advanced 3B models. It's an essential tool for anyone involved in AI, from researchers to business professionals.

Trying to use the Tru_Eval Library to Wrap Some Models!

TruLens Hackathon Summary

Hackathon Overview

Winners and Finalists

TruLens Enhanced

Speakers, Mentors, and Organizers

Submitted Concepts, Prototypes and Pitches

Bizzbot Hub - The busy entrepreneurs sidekick

MediBot AI-Powered Healthcare Guidance

Terms and Conditions GPT

TruLens-MindShield

TruLens Enhanced