PrivateGPT & GPT4All Hackathon

Have fun and build with LLMs! Available offline, private and secure.

  • πŸ’» Introducing the model in brief
  • πŸ§‘β€πŸ’» 24 hours of fun and building
  • 🀝🏼 Work in solo or with a team. You can collab during the Hack
  • πŸš€ Count on the support of the community and Mentors
PrivateGPT & GPT4All Hackathon event thumbnail
  • New Native logo
  • Nextgrid logo

AI Models

What’s exciting?

PrivateGPT is powered by LangChain, LlamaCpp, Chroma, SentenceTransformers, and GPT4All itself. Use the power of AI to upgrade the document interaction experience today!

Run the Model Offline

You can enjoy the freedom of running the entire pipeline locally, without any reliance on an internet connection. Well, no need to worry about data leaving your environment.

Ask questions to your docs locally

Utilizing LangChain tools and HuggingFaceEmbeddings (SentenceTransformers), you can generate embeddings and store them in a local vector database using the Chroma vector store. All the information you need is at your fingertips.

100% privacy and safety

Your privacy matters. PrivateGPT and GPT4All allow your data to stay completely secure and private. Feel confident knowing that your documents and questions remain in the utmost safety!

PrivateGPT Model

PrivateGPT supports a wide range of file types including CSV, docx, HTML, md,PDF, pptx, and txt and more. Ingest your files into the source_documents directory and enjoy seamless document interaction without an internet connection!

πŸš€ Set Up the Environment

πŸš€ Get started with asking questions to your docs locally

πŸš€ Learn how does the model work

The list of supported extensions

GPT4All Model

Experience the revolution of language models with GPT4All. Open-source, on-edge, and ultra-powerful. Train, deploy, and dominate!

πŸš€ GPT4All Documentation

πŸš€ Explore the Chat Interface

πŸ¦œοΈπŸ”— LangChain Implementation

Your Challenge

πŸ‘‰ Over 24 hours of the Hackathon, you are challenged to build your ready-to-play solution utilizing the PrivateGPT model. In addition you can use other AI models to power-up your solution! Important! Your project should be developed during the Hackathon (within 24 hours from the Kick-Off Stream). Last but not least, be sure to have fun while you are creating!

As a reward

πŸ₯‡ The winner will get virtual coffee with one of New Native founders to discuss the project, plans and just have a great time chatting. πŸŽ™ The best solution will be to be invited to give a Talk at a lablab.ai Hackathon and be promoted across lablab.ai social media and the blog.

Additionally, finalists will receive lablab.ai SWAG!

More AI Models Available!

LangChain

The LangChain 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. πŸ‘‰ LangChain GitHub repo

Alpaca

Alpaca is designed to understand and execute tasks based on user instructions. The project provides a dataset, data generation process, and fine-tuning code for reproducibility. πŸ‘‰ GitHub repo

LLaMA

LLaMA is developed by the FAIR team of Meta AI and has been trained on a large set of unlabeled data, making it ideal for fine-tuning for a variety of tasks. πŸ‘‰ GitHub repo

CAMEL

Have multiple agents communicate with each other through role playing. πŸ‘‰ LangChain Implementation πŸ‘‰ GitHub repo

Stable Diffusion

Stable Diffusion is a latent text-to-image diffusion model capable of generating stylized and photo-realistic images. πŸ‘‰ Github repo

Whisper

An encoder-decoder architecture model is a powerful speech recognition and translation model trained on massive amounts of multilingual data. It can also identify languages, provide phrase-level timestamps, and transcribe multilingual speech to text.

Multilingual Semantic Search

A text embedding model, represents text meaning as numbers, which can effectively handle multiple languages.

Beginner-friendly Tutorials

Get started with GPT4All

10-minute guide on installation and work with GPT4All model

PrivateGPT Overview

Learn how to setup and install PrivateGPT on your computer to chat to your PDFs (and other documents) offline and for free in just a few minutes.

GitHub guide for non-tech participants

Discover how to create your GitHub account, create a repo, add collaborators and start your project.

PrivateGPT & GPT4All Hackathon details

Join lablab.ai for 24 hours of fun building the new generation of NLP powered apps. Find all the relevant details below.

πŸ—“οΈ Where and when

The hackathon starts on May 24 and ends on May 25. Over the weekend, you'll have the opportunity to learn from Cohere and lablab experts during workshops, keynotes, and mentoring sessions. The hackathon will take place on the lablab.ai platform.

πŸ¦ΈπŸΌβ€β™‚οΈ Who should participate?

Previous experience in AI is not required but welcomed. While many participants are industry experts, we also welcome people with other types of domain knowledge that want to understand & explore how AI can be used in their fields.

πŸ˜… How about teams?

If you don’t have a team you will be able to match and team up with other participants around the world. Finding & creating teams can be done from the dashboard you can access after you enroll. We also recommend checking our Discord server to find teammates and discuss ideas. You can join it here

πŸ› οΈ How to participate in the hackathon

The hackathon will take place online on lablab.ai platform and lablab.ai Discord Server. Please register for both in order to participate. To participate click the "Enroll" button at the bottom of the page and read our Hackathon Guidelines.

🧠 Get prepared

To get prepared for the hackathon, we recommend you to start at our Cohere technology page where you can find all the relevant information about the API and how to use it plus cohere tutorials and cohere boilerplates.

Speakers, Mentors and Organizers

  • Anastasiia Strakhova
    Organizer

    Anastasiia Strakhova

    Community Manager at New Native

  • Olesia Zinchenko
    Organizer

    Olesia Zinchenko

    Social Media Manager at NewNative

  • Mathias Asberg
    Speaker

    Mathias Asberg

    Founder New Native

  • PaweΕ‚ Czech
    Speaker

    PaweΕ‚ Czech

    Founder New Native

  • Elizabeth Marchuk
    Organizer

    Elizabeth Marchuk

    Social Media Specialist at New Native

Hackathon FAQ

Who can join the Hackathon?

We welcome domain experts from all industries, not just AI or tech. Successful AI solutions require a combination of technical expertise and domain knowledge. Coding experience is recommended.

Do I need a team?

You are welcome to join as a team or solo, if solo. We encourage you to look for a team before the event. We recommend you to join the Deep Learning Labs Discord channel: https://discord.gg/gCuBwBB35k and posting in the #looking-for-team channel to get to know your potential future team members.

Do I need a Github account?

It is recommended, that at least one team member has a Github account. You can create one for free if you don't already have one.

I have other questions.

Feel free to reach us on social media, or through our Discord channel.

Event Schedule

  • To be announced
LangChainLLaMAgpt4allprivateGPTWinners Announced