Revolutionize AI with TruLens by TruEra - Your Gateway to Building Better LLM Applications!

Build with TruLens, LLMs development and explainability tool by TruEra
Leverage AI observability for dynamic app enhancement
Collaborate with like-minded individuals! For the Hackathon you can work in a team from 1 to 6 members.

In this Hackathon, you can also join with a project from the TruLens 48-Hours Hackathon, provided you adhere to the following rules. Consider it a warm-up, and explore the world of technology by participating in the TruLens 48-Hours Hackathon.

gn03249822

piotrm

Olesia Zinchenko

dinashall

duccikk

Theodor

dimitrije pešić

Inaam

walaa2022

shebagi

Paulo Almeida

mistagary

alsu5

Damdi

anupamdatta

yujiantang

kseniane

Donald Nwokoro

shayaksen1

laurievoss

Jerry Liu

michaeldavis

shayaksen

Josh Reini

TruEra Challenge: Build LLM Applications

Convert your ideas to a fantastic AI tool ⚙

AI Studio

Jaloliddin

Arhamansari

MuhammadAshir

Pawan Ajjar K

shehzad4145

frankiekclai

RSLT

nilsjenn

We are trying to use predictive analysis to predict financial disasters based on Ray Dalio.

nDurham

ShrimantaSatpati

Dekshitha

Hotragn

kshitijgundale

Valter Heger

Razia122

End to end Mlops using the tools is good to have for any prod workloads. Join us to explore it?

AI platform

Chinwendu Nweje

Mochatr

Vivek_Mohape

Mairah_Nisar

Rajabhupati

m_ramzan

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

Get Prepared

Google Cloud Credits

Hackathon Challenge

Technologies

Projects from the TruLens Hackathon

Revolutionize AI with TruLens by TruEra - Your Gateway to Building Better LLM Applications!

TruEra Challenge: Build LLM Applications with Google Cloud Vertex AI

The Zenna Conversational Chatbot project aims to create a user-friendly AI assistant using Google Vertex AI's Palm 2 Foundational model chat-bison. Zenna focuses on providing helpful and uplifting information through verbal interactions, incorporating speech-to-text and text-to-speech for natural language interactions. It utilizes TruLens evaluations and complex prompt design to ensure thoughtful responses, acknowledge knowledge gaps, and prevent unintended harm. The ultimate goal is to develop an empathetic human-like advisor through beta testing to enhance conversational abilities and emotional intelligence before public release. And a Beta feature that will also enable it to summarize website through links through the langchain technology.

Zenna Chatbot project aims to create a user-friendly AI assistant, incorporating speech-to-text and text-to-speech. It's for evaluations and complex prompt design to ensure thoughtful responses, acknowledge knowledge gaps, and prevent unintended harm.

Futuretech Mavericks

Oumayma_es

Kamaludeen

Mozammel Hossain Joy

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

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

TruLens

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

TruEra

Large language models (LLMs) have transformed the way we approach machine learning and artificial intelligence. These models are incredibly powerful, but their true potential lies in their ability to work in harmony with other sources of data and computation. This library has been developed to assist developers in building applications that combine LLMs with other technologies, allowing them to create truly intelligent and innovative products.

LangChain

Langchain

Zenna chatbot

TruSentiment is a team focused on leveraging observable AI to extract accurate business insights from complex financial texts. By integrating powerful language models with customizable relevance and grounding feedback, we enhance the credibility and precision of sentiment analysis on sources like 10-K filings. Our rigorous evaluation and comparison methods spotlight model strengths while illuminating opportunities for continuous improvement. Whether assessing risks, gauging market outlook, or decoding regulatory documents, TruSentiment enables financial enterprises to make decisions with confidence based on AI that users can understand and trust.

Enhancing Financial Insight: Leveraging AI for Sentiment Analysis in Edgar Reports



TruSentiment

rodrigo

OpenAI is an AI research and deployment company

OpenAI

LlamaIndex connects data sources to large language models, providing tools to ingest, index, and query data for building powerful AI apps augmented by your knowledge.

LlamaIndex

Empower your AI applications with Zilliz Cloud, a fully-managed Milvus service designed for efficient vector search and manipulation.

Zilliz

Claude is your friendly and versatile AI language model that can assist you as a company representative, research assistant, creative partner, or task automator.

Anthropic Claude

Anthropic’s Constitutional AI training approach research focuses on developing AI systems safe by design  and aligned with human values.

Anthropic

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

ChatGPT is a large language model trained by OpenAI to generate human-like text in a conversational style. It is a variant of the GPT-3 model, which was specifically designed to be used to generate text in response to user input. The ChatGPT model has been trained on a vast amount of text data, including conversations and other types of human-generated text, which allows it to generate text that is similar in style and content to human conversation. ChatGPT can be used to generate responses to questions, code, make suggestions, or provide information in a conversational manner, and it is able to do so in a way that is often indistinguishable from human-generated text. The initial model has been trained using Reinforcement Learning from Human Feedback (RLHF), using methods similar to InstructGPT, but with slight differences in the data collection setup. The model is trained using supervised fine-tuning, where human AI trainers provided conversations in which they played both sides—the user and an AI assistant. The trainers would have had access to model-written suggestions to help them compose their responses.

ChatGPT

TruSentment

🚀 The GPT Report Card App is an absolute powerhouse in the world of AI metrics tools! 🌐✨
Utilizing a cutting-edge blend of technologies, it's not just an app—it's a true marvel! 🌟
🔍 True Lens technology takes LLM (Large Language Models) and Advance LLM metrics to a whole new level. Perfect for testing, training, customizing, optimizing, and automating your AI models! 🤖💡
🔄 Enter LangSmith and LangChain, a dynamic Python framework that revolutionizes agent training. Tailor your models with precision through customization, optimization, and automation. The future of AI development is here! 🐍💻
🦙 But wait, there's more! Mixed with the Llama Index, this app incorporates short-term memory functionality and database injection for seamless operation. And that's not all—the app even focuses on self-improvement! 🔄🧠
🔒 Vector database technology ensures permanent memory storage and trained memory retention. Your AI models will never forget, ensuring consistent and reliable performance. 📚🧠
📊 Supporting a whopping 5 main categories for testing and training LLMs—Text, Code, Image, Agent, and Audio/LLM—this app covers all bases, making it the ultimate tool for AI enthusiasts and professionals alike! 📝💻🎨🎙️
In a nutshell, the GPT Report Card App is a game-changer, bringing together a symphony of technologies to make AI metrics more powerful and accessible than ever before! 🚀🔥

🚀 The GPT Report Card App is an absolute powerhouse in the world of AI metrics tools! 🌐✨

Gpt Report Card

Entremotivator

nvrdo26

The GPT Report Card App

BrainCo. 🧠 is an innovative AI-powered product that aims to be the perfect empathetic companion for anyone feeling lonely or in need of emotional support. It employs advanced natural language processing to have genuine, caring conversations that understand users' feelings and respond appropriately. BrainCo will get to know each user, remembering details and learning their needs, to create a truly personalized experience. With convenient accessibility across devices, secure privacy protections, and continual machine learning advancements, BrainCo will provide users with an intelligent friend that can enhance their mental well-being, self-confidence, personal growth, and fulfilment. Our mission is to leverage AI compassionately to ensure no one has to feel alone again.

I aimed to touch on the key elements you outlined regarding BrainCo's vision, technology, values, features, product offerings, target demographics, competitive landscape, and future commitments, welcome to the future with BrainCo. 🧠

BrainCo is an AI companion that provides empathetic conversations and emotional support to reduce loneliness while being a Helpful, Honest companion, providing support and personal growth through NLP, emotion detection, and personalised interactions.

BrainCo

Homan Mirgolbabaee

Vanshai

Mārtiņš Zemlickis

Rihards

Explore the groundbreaking GPT-4 Vision, empowering AI to understand and process images, revolutionizing capabilities across diverse domains.

GPT-4 Vision

Clarifai's groundbreaking technology aims to bring The World’s AI to developers and data scientists around the globe.

Clarifai

Discover the capabilities of Google's Vertex AI, a managed environment that simplifies the integration and deployment of generative AI studio and foundation models for production.

Generative AI Studio

Rarely people read the whole data corpus of terms of service when they sign up for companies and we came with a solution:
The primary objective of Term Aware Guard is to simplify the readability of Terms and Conditions, providing a summarized version and ensuring that users are well-informed about data privacy beforehand. It is a web app with built with Next.js using GCP for hosting and Firebase for storing the companies the user has signed up for. The web app uses Python environment REST API hosted on Digital Ocean for the backend. We use Google Vertex AI PaLM2 on text-bison002 model for inference, a large language model with impressive capabilities. Terms and conditions of companies change constantly, and fine tuning the model everytime that happens could be very costly and inefficient, for that we found a solution.  We use Retrieval augmented generation(RAG) to enhance the model's summarization capabilities and to get the context of the latest updated version ToS of companies. The model is evaluated with the help of TruLens to measure its quality with feedback and metrics. We used Apify for gathering the data by web scrapping and Pinecone as a vector store where RAG gets context from.


Term and Conditions web app summarizer using GoogleVertexAI models and TruLens for evaluation 

Surrey CV and NLP

Sebastian Dan

GracjanPW

arnoan

Term Aware Guard

Our innovative application, named MylestoneMaster , addresses the intricate challenge of managing diverse project artifacts seamlessly. With a robust system designed to ingest and analyze a spectrum of project elements such as Statements of Work (SOW), negotiated contracts, virtual meetings, deliverables, and meeting minutes, MylestoneMaster offers a comprehensive solution for project managers and teams.

The problem of coordinating and consolidating disparate project artifacts is a common pain point in project management. MylestoneMaster aims to streamline this process, providing a centralized platform where teams can effortlessly synchronize, organize, and gain insights from various project components. By leveraging our application, project managers can optimize their workflow, saving valuable time and ensuring a more efficient project lifecycle.

Our target audience includes project managers, team leads, and stakeholders involved in complex projects across industries. MilestoneMaster  caters to those seeking a unified platform to manage project artifacts cohesively, eliminating the need for multiple tools and enhancing collaboration among team members.


A new way to track for track project status based on facts and artifacts!


GermanSolo

Gfoliaco7

Empower your workflows with tailored AI models. Custom GPTs offer versatile solutions for personalized tasks and seamless integration. Create, customize, and share your GPTs effortlessly.

Custom GPTs

MIlestone Master

Our commitment to advancing healthcare for underrepresented medical conditions led us to explore cutting-edge AI solutions. In our pursuit, we leveraged the power of TruLens to meticulously compare the performance of GPT-4 Vision against our custom-built model. This model, carefully trained in Vertex AI using a bespoke dataset we meticulously curated, showcased promising results.

Surprisingly, our analysis revealed that GPT-4 Vision did not outperform our custom model by a significant margin. However, given the marginal difference and the sheer convenience offered by GPT-4, we decided to integrate it into our solution. The decision proved strategic, setting the stage for further advancements.

Taking our innovation to the next level, we implemented RAG methodology with the help of our Zilliz database with informative Articles on TMJ exercise. This enhancement propelled our results tenfold, optimizing the accuracy and reliability of our AI solution. This transformation wouldn't have been possible without the advanced capabilities of technologies such as Vertex AI and TruLens.

The amalgamation of these powerful tools enabled us to craft an exceptional AI physical therapist. Not only is it more cost-effective, but it also provides richer and more informative insights. Our AI physical therapist is not just a technological marvel; it's a testament to the positive impact technology can have on healthcare accessibility and effectiveness.

Through our journey of innovation and collaboration with leading AI technologies, we've created a solution that goes beyond expectations, offering a reliable and trustworthy resource for the medical field. 

Innovating AI Solutions for underrepresented Medical Conditions with TrueLens 

HealthSavvy

Inni

NimraOnline

naotakahashi93

Jessi

Vercel is a platform designed for developers, providing speed, reliability, and scalability to create and deploy web applications. With built-in CI/CD, zero configuration, and deep integrations with popular Git providers such as GitHub, GitLab, and Bitbucket, Vercel streamlines the development process, making it easy for teams to collaborate and iterate on their projects.

Vercel

RAG-as-a-service API-driven generative AI platform.

Vectara

MediMateAI is a groundbreaking application redefining medication management. Leveraging advanced AI, it ensures accuracy and adherence by interpreting prescriptions with precision and generating personalized schedules. Seamlessly integrating a comprehensive medication database, it empowers users with real-time information and intelligent reminders for optimal healthcare outcomes. By addressing complex medication challenges and providing holistic support, MediMateAI caters to individuals with chronic conditions, the elderly, busy professionals, caregivers, and health-conscious individuals. This innovative solution not only transforms lives but also shapes the future of healthcare, prioritizing personalized care through the synergy of human and artificial intelligence.

Revolutionize medication management with MediMateAI. Our app integrates AI, precise prescription interpretation, and personalized scheduling for enhanced accuracy and adherence, ensuring a healthier future for all.

MediMateAI

Ayaelshorbagy15

markkarme

Megzz

Weaviate is an open-source vector database that enables you to store data objects and vector embeddings from your preferred ML models. Moreover, it offers smooth scalability for handling billions of data objects.

Weaviate

EasyOCR is Python package for Optical Character Recognition. It is a general OCR that can read both natural scene text and dense text in document. It supports more than 80 languages!

EasyOCR

MediMate-Ai

This is a tool to help farmers in Sub Saharan farmers to help them do analysis, and visualize changes in their area soil data, and weather patterns, and how these will affect the farmer's farm depending on their input with the help of Google ai and TrusLens

Min features :
Overview where a farmer gets their location on the farm or where they are if they are there and from here we get data on the soil in that location and also the weather and then we give it along with the prompt to the farmer and it helps the farmer to come up with a plan

Analysis: here the farmer uploads his or her CSV of data for analysis

Data analysis: This does calculations on the data so as to help the farmer to understand his data and farm better 



This is a tool to help farmers in Sub Saharan farmers to help them do analysis, visualize changes in their area like soil data, and weather patterns, and how these will affect the farm depending on their input so with help of googleai and TrusLens

Prioritization Strategy Ai

Nkugwa Mark William

Ai farmer

A medical coding AI assistant focused on minimizing errors in medical coding using retrieval-augmented generation technology via langchain and weaviate vector database. Using the latest CMS ICD-10 and CPT codes, vital to billing and for medical care. While existing coding software relies on clunky interfaces and outdated databases, our solution is revolutionizing the industry with its intuitive chat interface and cutting-edge technology. Imagine working with an AI partner, seamlessly suggesting accurate codes, collaborating on multiple cases, and learning from each other in real-time. This new era of medical coding empowers healthcare providers to drastically improve efficiency, minimize costly errors, and ultimately prioritize their core mission - delivering exceptional care to every patient.

Medical Coding AI RAG based assistant for better medical results

Shaman Technology

Vincent

pedroandreou

MedCoderAI

Many individuals with learning or mental disabilities encounter difficulties in comprehending standard English text, limiting their access to information and hindering effective communication.

To tackle this issue, we propose a user-friendly web application that effortlessly converts any given English text into 'Plain English,' a simplified form of writing designed to enhance understanding for people with diverse cognitive abilities. By doing so, we aim to ensure that information is not only accessible but also inclusive.

The target audience for our web app is broad, encompassing individuals with learning or mental disabilities, caregivers, educators, and anyone aiming to communicate with a diverse audience. By catering to the needs of this demographic, our application fosters inclusivity and ensures that information is comprehensible to a wider spectrum of users. Moreover, being English the international language, but not the mother tongue of most humans, it can help users who study it. The unique benefit lies in the simplicity of our solution – a tool that makes information universally accessible, bridging the gap and promoting a more inclusive digital environment.

SimplifAI is a user-friendly web application that transforms English text into 'Simple English,' a simplified form designed to enhance understanding for individuals with diverse cognitive abilities.


SimplyTeam

Sara Díaz

Joel

ismael-dm

albertogg

amaliacb

paguilomanas

BERT stands for Bidirectional Encoder Representations from Transformers. You can fine-tune it and get state-of-the-art results in a wide variety of natural language processing tasks

BERT

Llama 2 is the next generation of our open source large language model co-developed by Meta and Microsoft. Released with a highly permissive community license, it is free for research and commercial use

Llama 2

Meta is a US technology company that owns the social networks Facebook and Instagram, the instant messaging apps WhatsApp and Messenger, and the virtual reality device brand Meta Quest.

SimplifAI

Customer-Chatbot-API revolutionizes the Zara shopping experience through cutting-edge technologies. Utilizing Google Cloud VertexAI, Milvus/Zilliz, and TruEra's Trulens, this API brings Natural Language Understanding to the forefront. Users can engage in conversational interactions, seeking product recommendations effortlessly. The bot excels in Product Indexing, allowing users to find items matching their preferences. Its Intelligent Responses leverage LlamaIndex and Zilliz VectorDB, ensuring users receive personalized, context-aware recommendations. Whether online or locally, the API simplifies deployment, making advanced e-commerce interactions seamless. Contributions are welcome, and support can be extended through our Buy Me a Coffee link.

Customer-Chatbot-API enhances e-commerce experience with product searches using VertexAI, Zilliz, and Trulens. The API, featuring Language Understanding, with conversational interactions and provides intelligent responses.

Agentic AI Hackathon with IBM watsonx Orchestrate