Kevin C.
I love sharing my learning journey in the technology land and hopefully you can also takeaway some interesting tidbits from mine for your own learning and inspire many others to pass on these knowledges. Enjoy and happy learning & sharing!
Your Training Coach - AWS Learning Accelerator with AI - Claude 3, Llama 2, Stable Diffusion XL, PartyRock
Hack Day #23, April, 2024 Kevin C Chen
Inspiration
Which course should I take?
Will it be a fit for my career goal?
🤷🤷🏻♀️🤷🏽♂️
New Experience?
Tailored
Results
GenAI
App
Natural
Conversation Experience
No Cost
Free!
AI with RAG
Challenges & Cost
https://github.com/aws-solutions/generative-ai-application-builder-on-aws/issues/32
DEMO
Result - New Learning Experience with AI
-
Natural Conversational Experience
- Tailored coaching experience
- Enable rich interactions with Q&A
-
Help with Precision
- Training recommendation based on your career goal
- Flexible study plan that fits your committed schedule
-
What I Learned
- Prompt engineering
- Classification
- Question-answer, with/without context
- Summarization
- The response may vary due to the stochastic nature of the LLM generation process, lots of trial and error for accurate content, URL, image, formatting challenges
- Rapid experimentation with different LLM to evaluate and compare
- Prompt engineering
Available now, happy planning
& start learning!
Tailored
Results
GenAI
App
Natural
Conversation Experience
No Cost
Free!
Your Training Coach - AWS Learning Accelerator with AI - Claude 3, Stable Diffusion XL, PartyRock
By Kevin C.
Your Training Coach - AWS Learning Accelerator with AI - Claude 3, Stable Diffusion XL, PartyRock
This is a Generative AI project I did at work for 2024 April Hack Day competition in 24 hours. The goal was to improve developer's experience to understand which AWS training courses would be the best fit for their career goal. In that context, the Generative AI app will recommend AWS certifications, and study plans based on student's available schedule. It will also provide scenario-based questions to help student prepare for AWS certification exams and include a chat assistant to answer any additional questions. The App leverages foundation models such as Claude 3 Sonnet, Llama 2 to generate text content, Stable diffusion XL for image generation operate on AWS Bedrock powered by PartyRock.
