Hackathon Prep
Aside from your Hack Pack, weβve collected a few items here that will be helpful for you to review before we kickoff! Below youβll find both, BigCommerce & Google specific prep-work to review the weekend before we launch on August 7th!
π Are you ready?
BigCommerce Hackathon Prep
π Newcomers, start here:
If youβre new to BigCommerce, or are slightly familiar with us β Welcome!
Here are some resources we highly recommend you review as you plan your strategy & focal point for your app or project are!
- Get familiar with building apps via our Apps: Getting Started Documentation.
- Our Documentation
- API Docs β High level overview of our apis to help you contextualize your project focal point and architect the apis youβll need to reference.
- API Reference β Request bodies, schema & required scopes to help you get started making requests and building!
- Our Slack Workspace for Developers, BigCommerceDevs β You can use this as another resource to search for terms that other developers have discussed in the past and to ask questions yourself! This is where the #bigai-hackathon channel is, so be sure all team members are here.
π All Hackers:
We didn't want to bombard you all with a ton of prep-work for this Hackathon, but we do want to reiterate the importance of this resource to make sure you and your team are set up for success!
Reviewing this Hack Pack is the #1 prerequisite for this event, as it lays out access requests, guidelines, FAQs, and so much more!
Google Hackathon Prep
Being that many of you may not have worked with Googleβs AI tools yet, we are sharing a few items here to help you get onboarded asap! These are all optional!
Getting Started Material (Tailored code samples for our Ingenious Hackers)
- Getting Started with Generative AI Studio without code (opens in a new tab) β
- Intro to Vertex AI PaLM API (opens in a new tab) β
- Intro to Prompt Design (opens in a new tab) β -Examples/ (opens in a new tab) β
- Prompt Design/ (opens in a new tab)
β
Ideation (opens in a new tab)
Question & Answering (opens in a new tab)
Text Classifiction (opens in a new tab)
Text Extraction (opens in a new tab)
Text Summarization (opens in a new tab)
β
-Reference-architectures/ (opens in a new tab)
β
- Product Description Generator from Image (opens in a new tab) β
- Product Description Generator from Product Attributes to Text (opens in a new tab) β
- GroceryBot: a sample grocery and recipe assistant - RAG + ReAct (opens in a new tab)
- PDF QnA - LINK 1 (opens in a new tab)
- PDF Qna LINK 2 (opens in a new tab)
- Getting Started with LangChain + Vertex AI PaLM API on BigQuery (opens in a new tab) β
- Document Q&A/ (opens in a new tab) β
- Document Summarization/ (opens in a new tab) β
- LangChain-intro/ (opens in a new tab) β
- Tuning/ (opens in a new tab) β
Cloud Skills Boost
Generative AI Learning Path (opens in a new tab): This learning path guides you through a curated collection of content on Generative AI products and technologies, from the fundamentals of Large Language Models to how to create and deploy generative AI solutions on Google Cloud. β
β This learning path currently has several courses listed below: ββ
- Introduction to Generative AI (opens in a new tab) β
- Introduction to Large Language Models (opens in a new tab) β
- Attention Mechanism (opens in a new tab) β
- Transformer Models and BERT Model (opens in a new tab) β
- Introduction to Image Generation (opens in a new tab) β
- Create Image Captioning Models (opens in a new tab) β
- Encoder-Decoder Architecture (opens in a new tab) β
- Introduction to Responsible AI (opens in a new tab) β
- Introduction to Generative AI Studio (opens in a new tab) β
- Generative AI Fundamentals (opens in a new tab) β
- Generative AI Explorer - Vertex AI (opens in a new tab): The Generative AI Explorer - Vertex Quest is a collection of labs for partners on how to use Generative AI on Google Cloud. Through the labs, you will learn about how to use the models in the Vertex AI PaLM API family, including text-bison, chat-bison, and textembedding-gecko. β β
Google I/O 2023 Announcements + Videos
- π₯π₯ Video: Recap of Generative AI Announcements (opens in a new tab) β
- Blog : At Google I/O Generative AI gets to work (opens in a new tab) β
- Blog : Google Cloud advances generative AI at I/O: new foundation models, embeddings, and tuning tools in Vertex AI (opens in a new tab) β
- π₯π₯ Video : 10 Ways to use Machine Learning with Google Cloud (opens in a new tab) β
- π₯π₯ Video : Utilizing LLMs for Search (opens in a new tab) β
- π₯π₯ Video : Generative AI for conversational experiences (opens in a new tab) β
- π₯π₯ Video : Scaling Large Language Models on Google Cloud (opens in a new tab)