Updated kb

.github/workflows/test.yml

@@ -0,0 +1,47 @@
+name: Test
+
+on:
+  push:
+    branches:
+      - main
+      - master
+  pull_request:
+    branches:
+      - main
+      - master
+  schedule:
+    - cron: '0 0 * * *'
+
+jobs:
+  test:
+    name: Tests if the code builds successfully
+    runs-on: ubuntu-latest
+    if: github.event_name != 'schedule'
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 20
+          cache: yarn
+
+      - name: Install Dependencies
+        run: yarn install
+
+      - name: Test Build
+        run: yarn build
+
+      - name: Test Serve
+        run: yarn serve & sleep 10
+
+      - name: Test curl
+        run: |
+            RESPONSE=$(curl -s -X GET http://localhost:3000)
+            if echo "$RESPONSE" | grep -q "Skills Network Labs Knowledgebase"; then
+              echo "Response contains expected text."
+            else
+              echo "Response does not contain expected text."
+              exit 1
+            fi

.tool-versions

@@ -0,0 +1 @@
+yarn yarn 1.22.22

docs/Lab Tools/cloud-ide-kubernetes.md → docs/Lab Tools/Cloud IDE/cloud-ide-kubernetes.md

@@ -23,7 +23,7 @@ Cloud IDE empowers learners with a comprehensive IDE experience, including:
  - Terminal: Execute commands and interact with the underlying operating system.
  - Docker and Kubernetes integration: The learner is provided both a Kubernetes namespace (with value `$SN_ICR_NAMESPACE`) and an ICR (IBM Container Registry) namespace (with the value `us.icr.io/$SN_ICR_NAMESPACE`) to store Docker images.
 
-#### Skills Network Toolbox:
+## Skills Network Toolbox:
 
 Within Cloud IDE, learners can access the Skills Network Toolbox by clicking the Skills Network Toolbox Icon button located on the left-hand side of the Cloud IDE menu bar. This toolbox offers a variety of tools to enhance the learning experience and facilitate completion of labs:
 
@@ -35,7 +35,7 @@ Within Cloud IDE, learners can access the Skills Network Toolbox by clicking the
 - Big Data
   - Apache Airflow
 - Cloud
-  - Code Engine
+  - [Code Engine](./Code-Engine.md)
 - Embeddable AI
   - Text-To-Speech
   - Speech-To-Text
@@ -51,4 +51,38 @@ Within Cloud IDE, learners can access the Skills Network Toolbox by clicking the
     - Noun-phrases
     - Relations (Transformer)
     - Syntax
-- Launch Application - This is how you view the application you run within Cloud IDE. This will open a tab either within Cloud IDE or your browser
+- Launch Application - This is how you view the application you run within Cloud IDE. 
+
+
+### Launch Application
+
+The **"Launch Application"** button lets you view applications running inside the Cloud IDE. It starts a proxy server that makes your local app accessible through the IDE. You can use either the built-in live server or a framework-specific server (e.g., Flask for Python, Express for Node.js).
+
+**Use cases:**
+
+- **Previewing static sites or front-end projects:**
+  HTML/CSS/JS projects using live-server.
+
+- **Integration testing:**
+  Test APIs or webhooks from apps running inside the IDE. For example, if your backend server runs in the IDE, you can point Postman or a front-end app to the proxied URL.
+
+- **Cross-browser testing:**
+  Access the proxied app from different browsers on the same machine or on a device that can reach the proxy URL, to test responsiveness and behavior.
+
+**How to use:**
+
+1. **Start your server**
+   - If you use the built-in live server, a notification will display the port that was opened.
+
+2. Go to **Skills Network Toolbox**, access **"Launch Application"** tool and input the port.
+
+3. **Access your application:**
+   - Click the **"Your Application"** button to open the server inside the Cloud IDE, or
+   - Open it in a new browser tab.
+
+---
+
+## DISCLAIMER
+
+  - If the user is inactive for an hour, the session will be deleted
+  - After 12 hours the session will be deleted, even if the user is active

docs/Lab Tools/cloud-ide-openshift.md → docs/Lab Tools/Cloud IDE/cloud-ide-openshift.md

@@ -23,7 +23,7 @@ Cloud IDE empowers learners with a comprehensive IDE experience, including:
  - Terminal: Execute commands and interact with the underlying operating system.
  - Docker and OpenShift integration: The learner is provided both an OpenShift Project (with value `$SN_ICR_NAMESPACE`) and an ICR (IBM Container Registry) namespace (with the value `us.icr.io/$SN_ICR_NAMESPACE`) to store Docker images.
 
-#### Skills Network Toolbox:
+## Skills Network Toolbox:
 
 Within Cloud IDE, learners can access the Skills Network Toolbox by clicking the Skills Network Toolbox Icon button located on the left-hand side of the Cloud IDE menu bar. This toolbox offers a variety of tools to enhance the learning experience and facilitate completion of labs:
 
@@ -35,7 +35,7 @@ Within Cloud IDE, learners can access the Skills Network Toolbox by clicking the
 - Big Data
   - Apache Airflow
 - Cloud
-  - Code Engine
+  - [Code Engine](./Code-Engine.md)
 - Embeddable AI
   - Text-To-Speech
   - Speech-To-Text
@@ -51,4 +51,38 @@ Within Cloud IDE, learners can access the Skills Network Toolbox by clicking the
     - Noun-phrases
     - Relations (Transformer)
     - Syntax
-- Launch Application - This is how you view the application you run within Cloud IDE. This will open a tab either within Cloud IDE or your browser
+- Launch Application - This is how you view the application you run within Cloud IDE. 
+
+
+### Launch Application
+
+The **"Launch Application"** button lets you view applications running inside the Cloud IDE. It starts a proxy server that makes your local app accessible through the IDE. You can use either the built-in live server or a framework-specific server (e.g., Flask for Python, Express for Node.js).
+
+**Use cases:**
+
+- **Previewing static sites or front-end projects:**
+  HTML/CSS/JS projects using live-server.
+
+- **Integration testing:**
+  Test APIs or webhooks from apps running inside the IDE. For example, if your backend server runs in the IDE, you can point Postman or a front-end app to the proxied URL.
+
+- **Cross-browser testing:**
+  Access the proxied app from different browsers on the same machine or on a device that can reach the proxy URL, to test responsiveness and behavior.
+
+**How to use:**
+
+1. **Start your server**
+   - If you use the built-in live server, a notification will display the port that was opened.
+
+2. Go to **Skills Network Toolbox**, access **"Launch Application"** tool and input the port.
+
+3. **Access your application:**
+   - Click the **"Your Application"** button to open the server inside the Cloud IDE, or
+   - Open it in a new browser tab.
+
+---
+
+## DISCLAIMER
+
+  - If the user is inactive for an hour, the session will be deleted
+  - After 12 hours the session will be deleted, even if the user is active

docs/Lab Tools/cloud-ide.md → docs/Lab Tools/Cloud IDE/cloud-ide.md

@@ -16,13 +16,13 @@ This area is divided into two sections:
  - Tai's Chat Interface: This interface facilitates communication between the learner and Tai, featuring chat history, and learners' message input field.
  - Lab instructions: These instructions guide learners through the learning activities and exercises.
 
-### Cloud IDE Features
+## Cloud IDE Features
 
 Cloud IDE empowers learners with a comprehensive IDE experience, including:
  - File/folder management: Organize and manage files and folders efficiently.
  - Terminal: Execute commands and interact with the underlying operating system.
 
-#### Skills Network Toolbox:
+## Skills Network Toolbox:
 
 Within Cloud IDE, learners can access the Skills Network Toolbox by clicking the Skills Network Toolbox Icon button located on the left-hand side of the Cloud IDE menu bar. This toolbox offers a variety of tools to enhance the learning experience and facilitate completion of labs:
 
@@ -34,7 +34,7 @@ Within Cloud IDE, learners can access the Skills Network Toolbox by clicking the
 - Big Data
   - Apache Airflow
 - Cloud
-  - Code Engine
+  - [Code Engine](./Code-Engine.md)
 - Embeddable AI
   - Text-To-Speech
   - Speech-To-Text
@@ -50,4 +50,38 @@ Within Cloud IDE, learners can access the Skills Network Toolbox by clicking the
     - Noun-phrases
     - Relations (Transformer)
     - Syntax
-- Launch Application - This is how you view the application you run within Cloud IDE. This will open a tab either within Cloud IDE or your browser
+- Launch Application - This is how you view the application you run within Cloud IDE. 
+
+
+### Launch Application
+
+The **"Launch Application"** button lets you view applications running inside the Cloud IDE. It starts a proxy server that makes your local app accessible through the IDE. You can use either the built-in live server or a framework-specific server (e.g., Flask for Python, Express for Node.js).
+
+**Use cases:**
+
+- **Previewing static sites or front-end projects:**
+  HTML/CSS/JS projects using live-server.
+
+- **Integration testing:**
+  Test APIs or webhooks from apps running inside the IDE. For example, if your backend server runs in the IDE, you can point Postman or a front-end app to the proxied URL.
+
+- **Cross-browser testing:**
+  Access the proxied app from different browsers on the same machine or on a device that can reach the proxy URL, to test responsiveness and behavior.
+
+**How to use:**
+
+1. **Start your server**
+   - If you use the built-in live server, a notification will display the port that was opened.
+
+2. Go to **Skills Network Toolbox**, access **"Launch Application"** tool and input the port.
+
+3. **Access your application:**
+   - Click the **"Your Application"** button to open the server inside the Cloud IDE, or
+   - Open it in a new browser tab.
+
+---
+
+## DISCLAIMER
+
+  - If the user is inactive for an hour, the session will be deleted
+  - After 12 hours the session will be deleted, even if the user is active

docs/Lab Tools/ai-classroom.md

@@ -36,4 +36,67 @@ _Important Note: After sending the first message in a chatroom, learners cannot
 
 ### Usage Limits
 
-Learners have a daily limit of $1 to use AI Classroom's language models. Once they reach this limit, they won't be able to get responses until the next day when the limit resets.
+Learners have a daily limit of $1 to use AI Classroom's language models. Once they reach this limit, they won't be able to get responses until the next day when the limit resets.
+
+Images generated by DALL-E and other image models expire after 2 hours.
+
+### Supported Models:
+
+**Anthropic**
+  - Claude 3 Haiku
+  - Claude 3.5 Sonnet (June 2024)
+  - Claude 3.5 Sonnet (October 2024)
+  - Claude 3.7 Sonnet
+  - Claude 3 Opus
+  - Claude 4 Opus
+  - Claude 4 Sonnet
+
+**DeepSeek Models**
+  - DeepSeek R1
+  - DeepSeek V3
+  - DeepSeek R1 Distill Llama 70B
+  - DeepSeek R1 Distill Qwen 14B
+  - DeepSeek R1 Distill Qwen 1.5B
+
+**Google Gemini/Gemma Models**
+  - Gemini 1.5 Flash
+  - Gemini 1.5 Flash 8B
+  - Gemini 2.0 Flash Lite
+  - Gemini 2.0 Flash Thinking Exp
+  - Gemma 3 1B IT
+  - Gemma 3 4B IT
+  - Gemma 3 12B IT
+  - Gemma 3 27B IT
+
+**Watsonx Models**
+  - Granite 3 8B Instruct
+  - Granite 8B Code Instruct
+  - Granite 3.2 8B Instruct
+  - Granite 3.3 8B Instruct
+  - Mistral Small 3.1 24B Instruct 2503
+  - Mistral Large
+  - Mistral Medium 2505
+  - Pixtral 12B
+  - Llama 3 405B Instruct
+  - Llama 3.2 1B Instruct
+  - Llama 3.2 3B Instruct
+  - Llama 3.3 70B Instruct
+  - Llama 4 Maverick 17B 128E Instruct
+
+**OpenAI Models**
+  - GPT-3.5 Turbo
+  - GPT-3.5 Turbo (Raw)
+  - GPT-4 Turbo
+  - GPT-4 Turbo (Raw)
+  - GPT-4o
+  - GPT-4o (Raw)
+  - GPT-4o Mini
+  - GPT-4o Mini (Raw)
+  - GPT-4.1
+  - GPT-4.1 Mini
+  - GPT-4.1 Nano
+  - GPT-5
+  - GPT-5 Mini
+  - GPT-5 Nano
+  - GPT-5 Chat Latest
+  - O3 Mini

docs/Lab Tools/jupyterlab.md

@@ -20,4 +20,81 @@ It contains the lab instructions organized in code cells that you can interact w
 Tai is located on the left side of the JupyterLab interface.
 
 #### Description
-Holds chat history between learner and Tai, and learner message input field
+Holds chat history between learner and Tai, and learner message input field
+
+### Supported AI Model
+
+#### Anthropic
+| Model Name | Model ID |
+  |------------|----------|
+  | Claude 3.5 Sonnet | `claude-3-5-sonnet` |
+  | Claude 3 Opus | `claude-3-opus` |
+  | Claude 3 Haiku | `claude-3-haiku` |
+  | Claude 3.5 Sonnet (2025-02-19) | `claude-3-7-sonnet-20250219` |
+  | Claude Opus 4 (2025-05-14) | `claude-opus-4-20250514` |
+  | Claude Sonnet 4 (2025-05-14) | `claude-sonnet-4-20250514` |
+
+#### Watsonx AI Models
+
+  | Model Name | Model ID |
+  |------------|----------|
+  | Granite 13B Chat v2 | `ibm/granite-13b-chat-v2` |
+  | Granite 7B Lab | `ibm/granite-7b-lab` |
+  | Granite 20B Multilingual | `ibm/granite-20b-multilingual` |
+  | Granite 20B Code Instruct | `ibm/granite-20b-code-instruct` |
+  | Granite 34B Code Instruct | `ibm/granite-34b-code-instruct` |
+  | MPT 7B Instruct 2 | `ibm/mpt-7b-instruct2` |
+  | Merlinite 7B | `ibm-mistralai/merlinite-7b` |
+  | Mixtral 8x7B Instruct v0.1 | `mistralai/mixtral-8x7b-instruct-v01`|
+  | Llama 3 8B Instruct | `meta-llama/llama-3-8b-instruct` |
+  | FLAN-T5-XL | `google/flan-t5-xl` |
+  | Llama 3.1 8B Instruct | `meta-llama/llama-3-1-8b-instruct` |
+  | Pixtral 12B | `mistralai/pixtral-12b` |
+  | CodeLlama 34B Instruct HF | `codellama/codellama-34b-instruct-hf`|
+  | Llama 3 70B Instruct | `meta-llama/llama-3-70b-instruct` |
+  | Llama 3.1 70B Instruct | `meta-llama/llama-3-1-70b-instruct` |
+  | Llama 3.3 70B Instruct | `meta-llama/llama-3-3-70b-instruct` |
+  | MT0-XXL | `bigscience/mt0-xxl` |
+  | StarCoder | `bigcode/starcoder` |
+  | FLAN-UL2 | `google/flan-ul2` |
+  | GPT-NeoX-20B | `eleutherai/gpt-neox-20b` |
+  | Llama 3 405B Instruct | `meta-llama/llama-3-405b-instruct` |
+  | SLATE 125M English RTRVR | `ibm/slate-125m-english-rtrvr` |
+  | SLATE 30M English RTRVR | `ibm/slate-30m-english-rtrvr` |
+  | Llama 3.2 90B Vision Instruct | `meta-llama/llama-3-2-90b-vision-instruct` |
+  | Llama 3.2 11B Vision Instruct | `meta-llama/llama-3-2-11b-vision-instruct` |
+  | Llama Guard 3 11B Vision | `llama-guard-3-11b-vision` |
+  | Llama 3.2 1B Instruct | `meta-llama/llama-3-2-1b-instruct` |
+  | Llama 3.2 3B Instruct | `meta-llama/llama-3-2-3b-instruct` |
+  | Granite 3 2B Instruct | `ibm/granite-3-2b-instruct` |
+  | Granite 3 8B Instruct | `ibm/granite-3-8b-instruct` |
+  | Granite 3.2 8B Instruct | `ibm/granite-3-2-8b-instruct` |
+  | Granite 3.3 8B Instruct | `ibm/granite-3-3-8b-instruct` |
+  | Mistral Small 3.1 24B Instruct | `mistralai/mistral-small-3-1-24b-instruct-2503` |
+  | Mistral Medium 2505 | `mistralai/mistral-medium-2505` |
+  | Llama 4 Maverick 17B | `meta-llama/llama-4-maverick-17b-128e-instruct-fp8` |
+  | Llama 4 Scout 17B | `meta-llama/llama-4-scout-17b-16e-instruct` |
+
+#### OpenAI
+  | Model Name | Model ID |
+  |------------|----------|
+  | GPT-5 | `gpt-5` |
+  | GPT-5 Mini | `gpt-5-mini` |
+  | GPT-5 Nano | `gpt-5-nano` |
+  | GPT-5 Chat Latest | `gpt-5-chat-latest` |
+  | O3 Mini | `o3-mini` |
+  | GPT-4.1 | `gpt-4.1` |
+  | GPT-4.1 Mini | `gpt-4.1-mini` |
+  | GPT-4.1 Nano | `gpt-4.1-nano` |
+  | GPT-4o Mini | `gpt-4o-mini` |
+  | GPT-4o | `gpt-4o` |
+  | GPT-4 Turbo | `gpt-4-turbo` |
+  | GPT-4 | `gpt-4` |
+  | GPT-3.5 Turbo | `gpt-3.5-turbo` |
+  | GPT-3.5 Turbo Instruct | `gpt-3.5-turbo-instruct` |
+  | GPT-4.5 Preview | `gpt-4.5-preview` |
+  | Text Embedding 3 Small | `text-embedding-3-small` |
+  | Text Embedding 3 Large | `text-embedding-3-large` |
+  | Text Embedding Ada 002 | `text-embedding-ada-002` |
+  | Davinci 002 (Image) | `davinci-002` |
+  | Babbage 002 (Image) | `babbage-002` |