π Take your chance and build a proactive AI solution.
π Expert mentors will guide you every step of the way.
π€ Work alone or form a team to build something extraordinary.
π° $22,250 prize pool for the winners!
π Join us online or in person in San Francisco for an unforgettable experience!
π§π»βπ» Sign up before the Kick-Off Stream to secure your spot!
Our AI hackathon brought together a diverse group of participants, who collaborated to develop a variety of impressive projects based on:
1375
Participants
228
Teams
83
AI Applications
An automated tool that monitors government websites to notify users of relevant benefits. It provides real-time, language-agnostic updates, simplifying access for underserved groups by eliminating manual searches and overcoming language and tech barriers.
Ragnarok
Ever spent too long searching for answers on public sites like IRS.gov? Info feels buried in a maze? Llama Navigator is here to save the day!
LlamaNavigator
Clear Bureau is an AI-powered Chrome extension that simplifies navigating government websites and accessing public services. It provides translations, explanations, and step-by-step guidance
Code Crusiade
A compliance app for construction companies expanding across California that instantly confirms if projects meet local building codes and highlights differences across city regulations, allowing quick adaptation to unique requirements in each area.
Compllama
Uses agents to find scattered schemes for farmers in India, integrates with telegram to get these schemes to those people who actually need them using regional language and fills out the forms required as well to submit them
Farmipole
PSC Reports are rendered by port authorities on vessels entering their ports. Details from these reports need to be monitored and is a manual, error prone process. Our solution leverages LlamaParse and Llama 3.2 to extract structured data consistently.
Flipbytes
This event has now ended, but you can still register for upcoming events on lablab.ai. We look forward to seeing you at the next one!
Checkout Upcoming Events βUnlock a $100,000 Opportunity with Meta's Llama 3.1 Impact Grant
Hackathon participants from this event will be eligible to apply for a regional grant of up to $100,000 USD in addition to global grants up to $500,000 USD through the Llama Impact Grants program.
Llama 3.2 is Metaβs latest advancement in open-source large language models (LLMs), designed to make AI more accessible across various platforms and tasks, especially with its new multimodal capabilities. This version focuses on lightweight models optimized for edge devices, while also introducing the ability to process both text and images, broadening the scope of AI applications.
For those joining the hackathon on-site, weβre thrilled to welcome you to the MindsDB venue in San Francisco, CA, for this unique event organized by lablab.ai! Here, youβll gain exclusive access to top mentors, collaborate with a passionate AI community, and access on-site support to bring your AI ideas to life.
Donβt miss outβapply for a seat to secure your spot and join in person or online! β¨
To participate in our hackathon, you need to complete the application process. This applies to both online and onsite participants.
Hackathon Challenge
Join this hackathon to tackle real-world challenges using Metaβs Llama models
This event is part of the global Llama 3.1 Impact Grant series, giving participants the opportunity to indicate their participation on their Llama 3.1 Impact Grant application. By doing so, youβll be eligible to compete in an additional specialized "Regional" track within the grant program. If youβre interested in applying for the Llama 3.1 Impact Grants, we recommend submitting your application after participating in the event.
For more details on the Llama 3.1 Impact Grants, visit: Llama Impact Grants.
Challenges:
1. Expanding Low-Resource Languages
π Problem Statement: Many languages lack adequate AI support, limiting accessibility and cultural relevance.
Challenge: Develop models using Llama to support low-resource languages, ensuring culturally sensitive and locally relevant AI solutions.
3. Navigating Public Services
π Problem Statement: Government services can be complex & difficult to navigate, creating barriers for citizens.
Challenge: Use Llama to develop chatbots or assistants that help users navigate government websites, assist with tax filing, benefit access, and streamline permitting or grant-writing processes for agencies.
π‘ Examples:
β’ CivicFix - An AI-powered WhatsApp bot for reporting local issues via voice, photos, or text, classifying and alerting authorities by severity and location for efficient action.
β’ Albert - the new AI in French public service, helps citizens with administrative tasks, offering 24/7 support on taxes, social services, and more for streamlined access.
β’ AIM Intelligence - offers AI-driven solutions to optimize decision-making, providing insights, automation, and analytics to empower businesses across industries.
β’ traversaal.ai - provides bilingual resources in English and Urdu, with upcoming expansions to Arabic for localized educational content.
2. Reducing Barriers for Llama Developers
π οΈ Problem Statement: Developing with Llama can be complex due to data preparation and evaluation challenges.
Challenge: Build tools that streamline Llamaβs development process, including data preparation, prompt engineering, and evaluation.
Llama 3.1 is an open-source, advanced LLM by Meta AI. Optimized for NLP tasks, it offers various model sizes and focuses on transparency, safety, and accessibility.
Llama 3.2 by Meta is an open-source LLM with multimodal capabilities, processing text and images. It's optimized for edge devices, making AI more accessible across platforms and tasks.
AutoGen is an open-source framework simplifying the creation of multi-agent systems using LLMs, enabling coordinated AI interactions with humans and tools.
Together AI is AI cloud platform which drives AI innovation. It contributes to open-source research, empowering developers to deploy AI models.
Restackβs AI Framework lets engineers build and scale autonomous systems with event-driven workflows, real-time processes, and adaptive feedback loops.
Snowflake Inc. provides a leading cloud data platform for seamless storage, analysis, and sharing, supporting sectors from finance to healthcare with real-time insights.
MindsDB's Knowledge Base is an AI-optimized data store for efficient knowledge management, leveraging embeddings and vector databases for ML and AI tasks.
Worldβs largest collection of llama finetuned models (from huggingface) in a single API subscription, with OpenAI compatible API
Solo Tech provides on-device AI solutions, emphasizing data privacy, efficiency, and user control without cloud dependence for fast, customized experiences.
Hey builders!
Exciting news for teams participating in this hackathon! Our partners are offering exclusive benefits to help jumpstart your AI projects.
β’ Access credits by signing up through the form that will be shared on the day of the hackathon, November 8th.
____________________________________________________________________________________________________________________________
Featherless.ai empowers developers with seamless access to state-of-the-art AI tools, ensuring your projects are built on robust, high-performance infrastructure. On-site participants will receive 10 API keys with around 5 concurrent calls each, available for unlimited use over the weekend. Perfect for rapid prototyping and real-time project scaling.
β’ API keys will be distributed to the first 10 on-site teams who will claim it.
Important Notes:
β’ Credits are provided by our Partners and are subject to their delivery.
β’ Lablab is not responsible or liable if Partners does not provide the credits.
π Donβt miss out on this amazing opportunity. Gather your team and sign up now! β³β¨
On-siteο»Ώ prizes
Onlineο»Ώ prizes
β
Best use of Restack :
π° Cash: $1,000
β
Best use of LlamaIndex :
π° Cash: $1,000
β
Best use of Solo Tech :
π° Cash: $500
β
Best use of MindsDB
Knowledge Base :
1st place - π° Cash: $1,000
2nd place - π° Cash: $750
3rd place - π° Cash: $500
β
Best use of Together AI :
βοΈ $2500 Together AI credits
π The top two teams that are planning to continue developing their project will be invited to join an exclusive Meta & lablab NEXT digital incubation program.
π Edge is offering the top 3 winning teams 1 month of free co-working in Downtown SF for each member (3-5 people).
π The top winning team will receive 1 year of free Featherless Premium
π Basic Information
β’ Project Title
β’ Short Description
β’ Long Description
β’ Technology & Category Tags
πΈ Cover Image and Presentation
β’ Cover Image
β’ Video Presentation
β’ Slide Presentation
π» App Hosting & Code Repository
β’ Public GitHub Repository
β’ Demo Application Platform
β’ Application URL
For further details and guidance, please visit Submission Guidelines
Impact
An automated tool that monitors government websites to notify users of relevant benefits. It provides real-time, language-agnostic updates, simplifying access for underserved groups by eliminating manual searches and overcoming language and tech barriers.
Ragnarok
Ever spent too long searching for answers on public sites like IRS.gov? Info feels buried in a maze? Llama Navigator is here to save the day!
LlamaNavigator
Clear Bureau is an AI-powered Chrome extension that simplifies navigating government websites and accessing public services. It provides translations, explanations, and step-by-step guidance
Code Crusiade
A compliance app for construction companies expanding across California that instantly confirms if projects meet local building codes and highlights differences across city regulations, allowing quick adaptation to unique requirements in each area.
Compllama
Uses agents to find scattered schemes for farmers in India, integrates with telegram to get these schemes to those people who actually need them using regional language and fills out the forms required as well to submit them
Farmipole
PSC Reports are rendered by port authorities on vessels entering their ports. Details from these reports need to be monitored and is a manual, error prone process. Our solution leverages LlamaParse and Llama 3.2 to extract structured data consistently.
Flipbytes
Submissions from the teams participating in the Llama Impact Hackathon event and making it to the end π
Helping LLMs understand developer documentation by creating hundreds of diversified use case coding examples for pre-training and RAG.
Synth Dev
Clear Bureau is an AI-powered Chrome extension that simplifies navigating government websites and accessing public services. It provides translations, explanations, and step-by-step guidance
Code Crusiade
Just like computers store data to process, our brains work by storing memories. As humans, everything that we see, feel, sense, everything that happens - gets stored as memories.
Revisit
Helps user and beginner to generate custom rag pipline without any code
Medworks
Multilingual conversational business intelligence in 50+ African languages
AlphaBeam
LlamaLaw is an AI-powered chatbot designed to assist immigrants and newcomers in navigating government websites and understanding legal procedures. Equipped with a fine-tuned language model trained on real legal conversations
Llamanator
Revolutionizing Immigration and Tax Assistance Through Artificial Intelligence
EzAid
Bridging the language gap in medical emergencies for faster, accurate ER care
CrewSeven
Bank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank DetectionBank Detection
Trex
ServeIQ leverages the latest in AI, real-time data, and enterprise integration to deliver a robust, user-friendly platform for accessing public and private resources.
OrionLab
Llama Launch simplifies the development process for Llama models by refining ideas, recommending tech stacks, generating architecture, and providing learning resourcesβminimizing cognitive load and accelerating time-to-execution for developers.
IMPACTFUL AI
GSAM is a tool to help on the software development process for any Application. It allows to generate code, images, video or answers from a text prompt, and kick start code to be used with the GenericSuite library.
The FynBots
Summarizes Los Angeles County courthouse in layman's terms.
Court Summarizer
A 24/7 system helping teens with hearing loss in navigating local services and in facilitating communication with members of the user's support system.
Accessibility Advocate AI
Connecting Local Agencies and Resources Automatically
Social Impact
ePluribusUnum is a comprehensive translation platform that enables seamless speech-to-speech and document-to-document translation, with a specific focus on Ukrainian to Dutch (and vice versa) translation.
Ollama Agent Roll Cage
BabAI is an AI-powered WhatsApp bot designed to assist Bulgarian retirees with pension applications. It simplifies complex documentation, provides accurate guidance, and ensures maximum pension eligibility through multilingual support and RAG system.
BabAI
GitLlama visualizes GitHub commits and includes an AI chatbot for summaries, codebase discussions, and solutions to critical issues using repository metadata, enhancing project insights and collaboration.
LlamaGoats
An AI-driven tool that processes and prioritizes urban municipal complaints in Kosovo, helping authorities address recurring issues in noise, sanitation, and infrastructure by analysing citizen feedback.
NewHorizons
An audio chatbot which lets you talk to famous authors and generates audio responses in the style of the author's speech
Dastardly Doplhins
A VS Code extension to help developers with development using Llama AI, supporting native language prompts.
AiGeeks
Accelerating Multilingual Developer Support with AI Translation. Translate your GitHub repository documentation to any language with Meta Llama, make your developer resources accessible to a global audience.
Globalizer
An automated tool that monitors government websites to notify users of relevant benefits. It provides real-time, language-agnostic updates, simplifying access for underserved groups by eliminating manual searches and overcoming language and tech barriers.
Ragnarok
Lapius is a powerful Multi-agent application that empowers medical coders and patients to extract medical codes (ICD-10-CM) from medical records or explain the meaning of codes found in medical bills or EOB.
Lapius
Builds on the GEMBA repository to improve machine translations using chain of thought techniques. It assign one LLM as an evaluator and another as a translator, refining translations based on initial evaluations for enhanced accuracy.
LRL USFCA
A compliance app for construction companies expanding across California that instantly confirms if projects meet local building codes and highlights differences across city regulations, allowing quick adaptation to unique requirements in each area.
Compllama
CiviDoc AI is an AI-powered web application that helps Indian citizens understand, create, and manage government documents. It has features like document analysis, a writing assistant, real-time chat support, and document history tracking.
David AI
This code modifies a WhatsApp chatbot to incorporate a RAG (Retrieval-Augmented Generation) system using Llama 3. I've adapted the code to include RAG functionality based on the example "customerservice_chatbots/RAG_chatbot" in meta-receipes.
Govvy
Learn about taxes in a fun, interactive way! Complete engaging tasks that teach you how taxes work, while having fun with in-game challenges. Perfect for anyone wanting to understand taxes while enjoying a game experience.
Taxplorer
LlamaEval is a rapid prototype developed during a hackathon to provide a user-friendly dashboard for evaluating and comparing Llama models using the TogetherAI API.
Llamanators
MEDTIK is a smart medication reminder app that helps you take your medicine on time With features like multiple dose schedules prevention of double dosing notifications SMS and voice reminders it ensures better medication adherence and health management.
UP
Llama Lingo is a language-learning app that asks you questions about objects in your surroundings. You take a picture of your surroundings, and Llama Lingo asks you for the names of those objects, in the language you're trying to learn.
Llama Lingo
AIGrantWriter works with nonprofits to help match them with grants and translate their stories across platforms to federal grants to increase their chances of funding to accelerate social impact across sustainability initiatives
AIGrantWriter
Palinor offers adaptable ethical stances and reversible modifications for fluid AI alignment.
FOOM and the Basilisks
Streamlined Business Compliance: One portal for all your business needs, from inception to ongoing management.
Drawn to Llama
There is war in Ukraine. Kids go to shelters every couple of hours and unable to receive good education, so it has transform to digital first. Ukrainian government asked us to help with the AI. We are focusing on helping teachers scale their work.
OpenBabylon
Supporting addiction recovery by searching for organizations
Organization search
Uses agents to find scattered schemes for farmers in India, integrates with telegram to get these schemes to those people who actually need them using regional language and fills out the forms required as well to submit them
Farmipole
Hyperintelligent emotional support VR characters to help your kids connect with their cultural values and learn while in a foreign country. Bay area is a melting pot of people from different countries, we're hacking on.
LlamaChatVR
Revolutionizing AI Workflows with Llama Nodes: Your instant AI workflow solution. Create, deploy, and access serverless AI workflows with a simple APIβno setup, SDKs, or configuration required. Just build, deploy, and integrate anywhere with zero hassle.
Code Shredders
Using Llama Vision to understand demonstrated experiment videos and assert reproducibility(doing experiments correctly) as a an overwatch agent via Augmented Reality.
Auto Science Llama
For asylum seekers, one interview mistake can mean deportation and death. Literal is their lifeline - an AI platform that prepares them for crucial USCIS interviews, turning overwhelming legal procedures into manageable steps toward safety and survival.
Literal
A three-tier smart tax assistant, that can help guide and provide insights specific to Pakistani Tax Laws, and also provide updated rate list, and calculations in both English and Urdu
AlphaCoders
Our project leverages AI agents to automate 911 services. Agents analyze and identify threats, aiding the current system nationwide. With multilingual abilities, they reduce latency between users and operators, enhancing response speed and efficiency.
NPCs
Next-gen pentest tool using Llama. Private and self-hosted.
Mario Merlano
GreenGo - AI chatbot for immigrants to find answers and navigate the U.S. Green Card immigration process. We aim to provide accessible and comprehensible information spread across Reddit, USCIS, Social Media, Latest News and Group Chats.
Green Card Chatbot
AI fueled project that helps users find information they may need about the Italian public beurocracy
Space Cats
Llama 3 finetune finder. AI assitant to crawl HuggingFace and the web, in order to help you find the right Llama finetune for your specific needs.
Llama finder
Accelerating Residence Permit Renewal Through a Multi-Agent Frameworkβ¨SwiftPermit harnesses AI, incorporating RAG and a multi-agent framework to accelerate residence permit renewals, guiding applicants through requirements and streamlining document.
LlamaHackers
BrightStart simplifies the navigation of child health resources. Empowering parents and healthcare workers to navigate public health information with confidence and quick clarity.
Four Minute Medicine
Our Skincare AI was to be designed to analyze user's skin, detect the issues or diseases, give recommendations, suggest medicines and also can process images and tell what actually is the disease.
InnovateAI
Defender is a real-time cybersecurity dashboard that helps monitor system security, detect malware in uploaded files, visualize security data, and analyze threats using AI. It provides tools for network monitoring, malware detection, and attack alerts.
Friends
Brink is an AI-driven social worker which leverages biometric data, Llama 3.2, government databases, cloud-based compute and storage.
Brink
Nomi is an AI assistant that enable people to chat with their computer and get Nomi to execute actions and complex workflows for them.
Flying apples
Our Marketing Creative Generator helps SMBs save time and cut costs by creating AI-driven marketing content fast. It analyzes user needs, performs competitive research, and delivers targeted ad ideas and creatives, simplifying ad creation on a budget.
Avjo
The project leverages the Llama model within an Agentic framework to automatically classify, annotate, and analyze feedback and complaints submitted by populations within areas in crisis to allow humanitarian organizations to take action.
ThinkEvolveTalk2Loop
GovEase makes government information accessible to everyone around the globe
BTAJI Crew
An AI-driven Tax Assistant that streamlines tax finalization. Upload documents, get insights on deductions, credits, and receive real-time guidance to maximize savings and avoid errors. Perfect for personalized tax advice and hassle-free filing.
BornWeiners
"Vision Guard: Safeguarding sight with clarity and precision. Your eyes, our priority."
Clear Sight Innovators
An AI-powered math tutor that solves complex JEE-level problems step-by-step, using Meta's open-source LLMs with Together AI's Mixture of Agents and Open Interpreter for accurate and interactive learning
T Rex
VLM for robotics and virtual characters and a chat website
CodeBot
An AI-powered educational chatbot designed to assist students, teachers, and parents with school-related queries, academic support, and administrative tasks.
Llama Lens
Handle construction projects with intelligent planning. Use Llama3.1 - Llama3.2 to streamline preparation, create timelines, and solve problems. One platform designed to minimize delays and optimize every projectβs potential.
The Construct
We developed Plinderp for the llama 3.2 hackathon, streamlining access to citation links and metadata for the PLINDER dataset aiding ligand-protein docking research. They also created a Python package and API for enhanced community support.
bioAI
AI system automating visual intelligence across sectors, from FireGuardian drones for wildfire control to forest monitoring and coral reef conservation. Positioned for a $175B market, it offers scalable, end-to-end solutions from detection to action.
Llama Hackers
VideoLangua provides high-quality, affordable video translation service, powered by open source AIs. Upload any video file and let a swarm of AI agents translate it for you!
VideoLangua
A web browser integrated with a powerful LLM that operates just like a human, performing both simple and complex actions autonomously on your behalf.
Alpaca Browse
A chatbot that navigates a user searching for resources on findhelp.org. The chat recommends the optimal resource for their search, provides assistance in their preferred language, offers text to speech.
The Findhelp Chatbot
(ONSITE) Today, even the best real-time speech recognition systems use old n-gram language models on top of the ASR models. In this project, I address the n-gram LM limitation by replacing it with a Large language model like LLama3.2.
AILabs Founder Solo
We use an AI model to generate custom datasets based on your data and specific needs, providing a dataset ready for fine-tuning your large language model.
SILX AI
Llamalytics revolutionizes data analytics by combining LLM technology with a custom RAG-like process, enabling natural language queries across linked public and private datasets. Generate powerful insights and visualizations without SQL knowledge.
Llamalytics
Llama 3.2 AI Assistant simplifies USCIS forms with guidance, legal term clarification, and error detection. It also offers assistive features for people with disabilities, including screen readers and voice commands, ensuring accessibility for all.
Binary TukTuk
ThinkTankAI is an AI-powered brainstorming platform designed for hackathons and project ideation. It leverages LLMs to generate innovative ideas, refine theme, helping teams efficiently conceptualize and launch projects.
Sugar and Syntax
"Fight misinformation with ease! Factigator lets you highlight any text online, right-click, and instantly fact-check it using the power of Llama 3.2. Get concise, reliable top fact-checkersβall for free. Truth is now just a click away." @online
Fancy Mustard
AI-powered government document review system that simplifies complex language, ensures Style Manual compliance, and enhances accessibility. Supports clear communication for all Australians, including CALD communities, seniors and people with low literacy.
Kartik
Our machine corrects paper homework with traceable marks using large model tech, enabling one-click scanning, traceable corrections, and data analysis. It processes 60+ sheets/min at 5 cents each with 97% accuracy.
Meow Meow Woof Woof
A Streamlit-based chatbot using LLAMA 3.2 model and Groq API provides detailed, WHO-verified vaccine info for Pakistan. Integrated with Pakistan's Vaccine Program, it features audio playback, adjustable speed, and audio download options for accessibility.
Innovators
Llamar helps Guatemalan teachers interpret the national curriculum (CNB). It translates abstract requirements into practical lesson plans, validates teaching materials against standards, and provides multilingual support for indigenous communities.
Colegios AI
Ever spent too long searching for answers on public sites like IRS.gov? Info feels buried in a maze? Llama Navigator is here to save the day!
LlamaNavigator
Automated, culturally-sensitive messaging solutions for MNCs entering Malay-speaking markets
Samurai Cats
To create a AI trainer to help in sports, where you dont need any coaches.
eby
Dhenu Climate is a fully native, voice-based, vernacular assistant for climate-resilient and sustainable agriculture for farmers in remote locations. It is powered by fine-tuned Llama3.2-1B running on the phone, using on-device RAG to improve limitations.
dhenu
PSC Reports are rendered by port authorities on vessels entering their ports. Details from these reports need to be monitored and is a manual, error prone process. Our solution leverages LlamaParse and Llama 3.2 to extract structured data consistently.
Flipbytes
Check out the roster and find teams to join
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