Code Vipassana Season 4
Focus: Generative AI
Code Vipassana Season 4 is a 7-part hands-on Generative AI focused series where you will build 7 - 10 unique use cases with various tech stacks and Google Cloud services! Each season and each session is independent and beginner-friendly. The hands-on caters to all levels - from beginner to advanced!
FREE CREDITS (signup to receive free credits)!!!!!
(NO need for billing account creation)
Prerequisites: A browser, internet and a passionate learner that is YOU
🎉Recognition: FREE LEARNING & ENDLESS OPPORTUNITIES!!! Most of our consistent Code Vipassana practitioners / learners are now Google Cloud Medium published authors, speakers, community leads, Google's Open Source Award winners and some on track to become Google Cloud Innovator Champions and GDEs.
🗓️Code Vipassana Virtual Session Dates
Session 1: November 6, 8PM
Session 2: November 8, 8PM
Session 3: November 20, 8PM
Session 4: November 22, 8PM
Session 5: November 27, 8PM
Session 6: December 4, 8PM
Session 7: December 7, 8PM
Sessions are 1 hour 15 mins long. End time is quarter past 9, so we have a buffer just in case.
Meeting Link: https://meet.google.com/opy-givp-dzd
➕++Sessions (in-person, hosted by the respective GDG DevFest Teams)
DevFest Mangalore: November 18
DevFest Mysore: December 1
DevFest Chennai: December 2
DevFest Chandigarh: December 9
🏅SEASON FINALE: Cochin!!! (in-person, hosted by Cochin DevFest - Dec 3 2023)
Those who can't make it to the in-person finale can participate in the SILENT FINALE (check below section) 🤫.
Join: REGISTER
Day 1
🎤 Abirami Sukumaran: Build a GENERATIVE AI (LLM) app for source code summarization of github repo code with BigQuery and Vertex AI PaLM API using only SQL-queries.
🎤 Polong Lin: Generative AI and prompt engineering Best Practices
Recording Link: https://youtu.be/sBpxlCCM2jU
Day 2
🎤 Abirami Sukumaran: Build a full stack Spring Boot + Spanner database + Generative AI app for generating images based on user prompts using IMAGEN api. In this session, you'll also get a guided opportunity to contribute to the repo.
Recording Link: https://youtu.be/7Ak5kkIwvbM
Day 3
🎤 Ravi Manjunatha: Build a YouTube video analytics app with Vertex AI PaLM API and Langchain.
Recording Link: https://www.youtube.com/watch?v=2gJGnn0a4tk
Day 4
🎤 Romin Irani: This application demonstrates a Cloud Function written in Python that initializes the Vertex AI module and provides an endpoint to invoke PaLM Text Bison model.
🎤 Romin Irani: Intro to Langchain (only basics to give a quick intro on this)
Langchain version of the same project above: Repo Link
Recording Link: https://youtu.be/d0isc-VnG_A
Day 5
🎤 Romin Irani: Build a GENERATIVE AI Chat app on Cloud Run that has a form-based UI and chat query and response. We will use the PaLM Chat Bison model for this. It is a simple example that you can look to embed into your larger web application.
Recording Link: https://youtu.be/uWFuPi1hXhU
Day 6
🎤 Abirami Sukumaran: Build a GENERATIVE AI insights app to provide summary on the factors that influence a movie to have a higher prediction score, say > 5, using SQL-driven prompt engineering and remote function calls.
🎤 Stanimira Vlaeva: Lightning talk on integrating MongoDB Atlas with BigQuery for analytics, generative insights and more!
Recording Link: https://youtu.be/dhSVraFYe_s
Day 7
🎤 Marc Cohen: Build a GENERATIVE AI powered Quiz app with Google Cloud.
Recording Link: https://youtu.be/KX9YC3iUz90
Silent Finale
3 projects you will complete hands-on by yourself and send us the deployed URL of the output.
You will have one Q&A meeting announced later for this.
Silent Finale Project 1: Slack SLASH (/summarize) command integration app: Codelab Link
Silent Finale Project 2: Summarization of uploaded file content with Google Cloud Storage and PaLM API: Codelab Link
Silent Finale Project 3: Text Summarization with Svelte kit web app and PaLM API: Codelab Link
Silent Finale Project 4: Text Summarization of large documents: Codelab Link
RESULTS INFO
Starting 6th November to 22nd December - we will be evaluating your results. Comprises of 7 regular labs and 3 silent finale labs. 5 out of 11 complete codelab completions will be eligible for e-certificate / badge provided by GDG Cloud Cochin.
Result Submission Form: https://forms.gle/2FUcETdqvYLNWEEn9
The Submission form will close for responses by 3PM December 22nd!!!!!