Cloud hardware AWS assignment notes

8th-Semester-Spring-2025/cloud-hardware/aws-assignment/aws-assignment-notes.md

@@ -0,0 +1,42 @@
+---
+title: ECE09488 AWS Assignment Notes
+author: Aidan Sharpe
+date: April 24th, 2025
+geometry: margin=1in
+colorlinks: true
+---
+
+Video: [Amazon AI Conclave 2024 Generative AI Keynote | AWS Events](https://www.youtube.com/watch?v=p_CwWdPTdm8&list=PL2yQDdvlhXf8xcKr0-BHEyg_8VB4tWdu1&index=12)
+
+## Overall vision
+- Enable easy deployment of generative AI in the cloud
+- "Drag and drop" foundational models
+- Make comparing models easy
+
+## New services
+- Amazon Bedrock
+	- Model evaluation
+	- Knowledge bases
+	- Agents
+- Amazon Titan Foundation Models
+	- Titan Text Embeddings
+	- Titan Text Lite
+	- Titan Text Express
+	- Titan Multimodal Embeddings
+	- Titan Image Generator
+- Amazon Q
+
+## Use cases
+- Choose between models from different providers
+	- AI21Labs Jurassic
+	- Amazon Titan
+	- Anthropic Claude
+	- Cohere Command + Embed
+	- Meta Llama 2
+	- Stability AI Stable Diffusion
+- Stitch different types of models together
+	- Text and images
+
+## Demos
+- Demonstrated automatic model evaluation on a specific task type (text summarization) on several different metrics
+- Demonstrated knowledge bases using text stored in an S3 bucket to give information to models