From af22562b503c1de8245a4d0a247b9c591123a789 Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Mon, 6 Oct 2025 12:16:43 -0700
Subject: [PATCH 01/11] edited api-key, token-langchain, llamaindex and claude
 code router

---
 docs/api/api-key-models.md       | 65 +++++++++++++++++++++-----------
 docs/api/api-token-langchain.md  | 26 +++++++++----
 docs/api/api-token-llamaindex.md | 18 ++++++---
 docs/api/claude-code-router.md   | 44 +++++++++++++--------
 4 files changed, 103 insertions(+), 50 deletions(-)

diff --git a/docs/api/api-key-models.md b/docs/api/api-key-models.md
index 017ba73..4c1ae78 100644
--- a/docs/api/api-key-models.md
+++ b/docs/api/api-key-models.md
@@ -1,37 +1,58 @@
 # Getting a List of Models
 
-There are three ways to obtain a list models:
+This page explains how to find which AI models are available to you in **AI-VERDE**.  
+You can view your models directly in the application or through a simple command-line request using your API Key.
 
-1. Go to [this page](../models-current.md) to view the list of CyVerse models. This list does not include models from external inference services e.g., Jetstream2.
-2. Viewing your models in the Course Details
-3. Using your API Key to view your models
+## Ways to View Available Models
 
-## Viewing your models in the Course Details
+1. **From the Models Page** – Visit [this page](../models-current.md) to see the list of CyVerse models.  
+   > *Note:* This list only includes CyVerse-hosted models. External models (e.g., Jetstream2) are not shown.
 
-Your available models will be visible in the AI-VERDE application. These are the steps:
+2. **From Your Course Details** – View your available models directly in your AI-VERDE course.
 
-1. Go to https://chat.cyverse.ai
-2. After successfully logging in, click on the Details button of your course
-3. Click on the "API Key" tab
-4. The "Available Models" section will list all the models your course has access to
+3. **Using Your API Key** – Retrieve a detailed list of models through the command line.
 
-## Using your API Key to view your models
 
-After obtaining your API Key from your course/team, you can obtain a detailed list of available models using curl:
+## Viewing Models in the Course Details
 
-```
-curl -s -L "https://llm-api.cyverse.ai/v1/models" -H "Authorization: Bearer $OPENAI_API_KEY" -H 'Content-Type: application/json'
-```
+1. Go to [https://chat.cyverse.ai](https://chat.cyverse.ai)  
+2. Log in with your CyVerse credentials  
+3. Click **Details** on your course  
+4. Select the **API Key** tab  
+5. The **Available Models** section will display all models your course can access  
 
-Alternatively, you can use `jq` or python's json module to view the output in a more human readable format.
 
-Option 1: If you have `jq` installed:
-```
-curl -s -L "https://llm-api.cyverse.ai/v1/models" -H "Authorization: Bearer $OPENAI_API_KEY" -H 'Content-Type: application/json'|jq
-```
+## Viewing Models Using Your API Key
 
-Option 2: If you have python's json module installed:
+After obtaining your **API Key** from your course or team, you can run the following command in your terminal to request a list of all models available to you.  
+This command uses `curl` to securely connect to the CyVerse API and return your model list in JSON format:
+
+```bash
+curl -s -L "https://llm-api.cyverse.ai/v1/models" \
+-H "Authorization: Bearer $OPENAI_API_KEY" \
+-H 'Content-Type: application/json'
 ```
-curl -s -L "https://llm-api.cyverse.ai/v1/models" -H "Authorization: Bearer $OPENAI_API_KEY" |python -m json.tool
+
+
+The response from the API is returned in JSON format, which can appear as a single long block of text.  To make it easier to read, you can format the output using tools like `jq` or Python’s built-in `json` module.
+
+
+**Option 1: Using `jq`**
+
+If you have the `jq` command-line tool installed, it will organize the JSON output into a clean, readable structure:
+
+```bash
+curl -s -L "https://llm-api.cyverse.ai/v1/models" \
+-H "Authorization: Bearer $OPENAI_API_KEY" \
+-H 'Content-Type: application/json' | jq
 ```
 
+**Option 2: Using Python’s Built-in JSON Module**
+
+If you have Python installed, you can use its built-in JSON parser to format the output neatly:
+
+```bash
+curl -s -L "https://llm-api.cyverse.ai/v1/models" \
+-H "Authorization: Bearer $OPENAI_API_KEY" \
+| python -m json.tool
+```
\ No newline at end of file
diff --git a/docs/api/api-token-langchain.md b/docs/api/api-token-langchain.md
index a1a35b3..5507e1f 100644
--- a/docs/api/api-token-langchain.md
+++ b/docs/api/api-token-langchain.md
@@ -1,20 +1,30 @@
 # Using your AI-VERDE API key to integrate with LangChain
 
-## 1. Install LangChain python libraries
-```bash 
-pip install langchain_community 
+## 1. Install LangChain Python Libraries
+
+To begin integrating AI-VERDE with LangChain, install the required Python package:
+
+```bash
+pip install langchain_community
 ```
 
 ## 2. Obtain variables to integrate AI-VERDE with LangChain
 
-Obtaining your AI-VERDE API key is outlined [here](/api/api-token/).
+You will need your **AI-VERDE API** Key to connect LangChain to the CyVerse API.
+Instructions for obtaining your API Key are available [here](/api/api-token/).
 
-
-You can obtain a list of the models you have access to with the following command; denoted by "id":
+Once you have your key, you can view the models you have access to (identified by their `id`) with the following command:
 ```bash
-curl -s -L "https://llm-api.cyverse.ai/v1/models" -H "Authorization: Bearer [AI-VERDE API KEY]" -H 'Content-Type: application/json'|jq 
+curl -s -L "https://llm-api.cyverse.ai/v1/models" \
+-H "Authorization: Bearer [AI-VERDE API KEY]" \
+-H 'Content-Type: application/json' | jq
 ```
 ## 3. Create python scripts
+You can now connect **AI-VERDE** to **LangChain** using the following Python example.
+Before running the script, make sure to:
+- Replace `[MODEL NAME]` with one of your available model IDs.
+- Replace `[AI-VERDE API KEY]` with your personal API key
+
 ```python
 from langchain_community.chat_models import ChatLiteLLM
 
@@ -27,7 +37,7 @@ print (llm.invoke("Hello, world!"))
 ```
 
 
-Alternatively, you can include the API key as an environment variable or secret to avoid storing it in plain text:
+To keep your API key secure, you can store it as an `environment variable` instead of typing it directly into your script. This ensures your credentials remain private if you share or upload your code.
 
 ```python
 import getpass
diff --git a/docs/api/api-token-llamaindex.md b/docs/api/api-token-llamaindex.md
index 788cb45..1a900ba 100644
--- a/docs/api/api-token-llamaindex.md
+++ b/docs/api/api-token-llamaindex.md
@@ -1,21 +1,29 @@
 # Using your AI-VERDE API key to integrate with LlamaIndex
 
 ## 1. Install LlamaIndex libraries
+Install the required Python packages for LlamaIndex and LiteLLM integration:
 ```bash
 pip install llama-index-core llama-index-llms-litellm
 ```
 
 ## 2. Obtain variables to integrate AI-VERDE with LangChain
 
-Obtaining your AI-VERDE API key is outlined [here](/api/api-token.md).
+You’ll need your **AI-VERDE API key** and **model ID** to connect to the API.
+Instructions for obtaining your API key are available [here](/api/api-token.md).
 
-
-You can obtain a list of the models you have access to with the following command; denoted by "id":
+Once you have your key, you can view the models you have access to (identified by their `id`) with the following command:
 ```bash
-curl -s -L "https://llm-api.cyverse.ai/v1/models" -H "Authorization: Bearer [AI-VERDE API KEY]" -H 'Content-Type: application/json'|jq 
+curl -s -L "https://llm-api.cyverse.ai/v1/models" \
+-H "Authorization: Bearer [AI-VERDE API KEY]" \
+-H 'Content-Type: application/json' | jq
 ```
 
 ## 3. Write python scripts
+Below is a Python example to test your connection to AI-VERDE using LlamaIndex.
+Before running the script, make sure to:
+- Replace `[MODEL NAME]` with one of your available model IDs.
+- Replace `[AI-VERDE API KEY]` with your personal API key
+
 ```python
 from llama_index.llms.litellm import LiteLLM
 from llama_index.core.llms import ChatMessage
@@ -31,7 +39,7 @@ response = llm.chat([message])
 print(response)
 ```
 
-Alternatively, you can include the API key as an environment variable or secret to avoid storing it in plain text:
+To keep your API key secure, you can store it as an `environment variable` instead of typing it directly into your script. This ensures your credentials remain private if you share or upload your code.
 
 ```python
 import getpass
diff --git a/docs/api/claude-code-router.md b/docs/api/claude-code-router.md
index ffdb661..6c867b3 100644
--- a/docs/api/claude-code-router.md
+++ b/docs/api/claude-code-router.md
@@ -1,32 +1,42 @@
 # Claude Code Router (using non-Anthropic Models)
-You can follow these instructions to use your AI-VERDE API Key after installing Claude Code and Claude Code Router. More information on installing and using Claude Code Router can be found here, https://github.com/musistudio/claude-code-router.
+This guide explains how to connect **Claude Code** with **AI-VERDE** using the **Claude Code Router**. By linking your AI-VERDE API key and model, you can route requests from Claude Code to non-Anthropic models available through AI-VERDE.
+
+You can follow the steps below after installing Claude Code and Claude Code Router.  
+For more details on installation and usage, see the [Claude Code Router GitHub page](https://github.com/musistudio/claude-code-router).
+
 
 ## Prerequisites
-1. Obtain your VERDE API Key. Instructions can be found here, https://aiverde-docs.cyverse.ai/api/api-token/
-2. Note the model(s) you want to configure for Claude Code. Instructions can be found here, https://aiverde-docs.cyverse.ai/api/api-key-models/.
-3. Install Claude Code. Instructions can be found here, https://www.anthropic.com/claude-code/
-4. Install Claude Code Router. Instructions can be found here, https://github.com/musistudio/claude-code-router
-5. The remaining instructions assume you have an open terminal on system with Claude Code and bash installed.
+Before beginning, make sure you have the following:
+
+1. **AI-VERDE API Key** – Obtain your API key following the instructions [here](https://aiverde-docs.cyverse.ai/api/api-token/).  
+2. **Model Information** – Identify the model(s) you want to configure for Claude Code. Instructions are [here](https://aiverde-docs.cyverse.ai/api/api-key-models/).  
+3. **Claude Code Installed** – Installation instructions are available [here](https://www.anthropic.com/claude-code/).  
+4. **Claude Code Router Installed** – You can install it by following the guide [here](https://github.com/musistudio/claude-code-router).  
+5. **Terminal Access** – These instructions assume you are using a terminal with **Claude Code** and **bash** available.
 
 ## 1. Starting Claude Code Router
 This step should only be needed the first time you use Claude Code Router.
-
 In a terminal, enter the command `ccr start`
 ```
 $ ccr start
 ```
 
 ## 2. Configuring Claude Code Router
-After running `ccr code`, you will be prompted to enter the minimum configuration to start Claude Code Router. Use the following table for guidance on the values:
+After starting the router, run:
+```
+ccr code
+```
+You will be prompted to enter configuration details.
+Use the table below as a reference for what to enter in each field:
 
 | Field | Value or Instructions | Notes |
 | ------| --------------------- | ----- |
-| Provider Name | `ai-verde` | any string works |
-| Provider API KEY | enter your AI-VERDE API key | |
-| Provider URL | `https://llm-api.cyverse.ai/v1/chat/completions` | |
+| Provider Name | `ai-verde` | any name works |
+| Provider API KEY | enter your AI-VERDE API key | copy from your account | 
+| Provider URL | `https://llm-api.cyverse.ai/v1/chat/completions` |default AI-VERDE API endpoint.|
 | MODEL Name | `<verde model name>` | replace `<verde model name>` with the model you'd like to use |
 
-After entering the MODEL name, you should see text similar to the following:
+After entering your model information, you should see output similar to:
 ```
 Loaded JSON config from: /root/.claude-code-router/config.json
 register transformer: Anthropic (endpoint: /v1/messages)
@@ -39,7 +49,7 @@ providerConfig:  ai-verde undefined
 ai-verde provider registered
 🚀 LLMs API server listening on http://127.0.0.1:3456
 ```
-Press `ctrl-c` so that you can run Claude Code with Claude Code Router.
+Once you see the message confirming registration, press `Ctrl + C` to stop the process before running Claude Code with Claude Code Router.
 
 ## 3. Running Claude Code Router
 Running Claude Code with Claude Code Router with the following command:
@@ -48,7 +58,11 @@ Running Claude Code with Claude Code Router with the following command:
 ccr code
 ```
 
-If you are successful entering Claude Code, congratulations! To use Claude Code with the same settings, you will need to run `ccr code` every time.
+If successful, you’ll enter Claude Code with your AI-VERDE configuration active. To use the same setup again, simply run `ccr code` each time you start a new session.
 
 ## Updating Claude Code Router configuration
-At some point, you may want to add other models or add or update configuration options. To do so, you can edit the configuration file found in `~/.claude-code-router/config.json`
+You can update your configuration at any time — for example, to add new models or change API settings. To edit your setup manually, open the configuration file located at: 
+```bash
+~/.claude-code-router/config.json`
+```
+Make your desired changes, save, and restart Claude Code Router to apply the updates.
\ No newline at end of file

From b98e6fa2ddbfa2f1f6143bc7373c67cfdb2a4e41 Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Wed, 8 Oct 2025 13:42:07 -0700
Subject: [PATCH 02/11] edit introduction & chatbot ai

---
 docs/api/chatboxai.md | 100 ++++++++++++++++++++++++++----------------
 docs/api/index.md     |   7 ++-
 2 files changed, 67 insertions(+), 40 deletions(-)

diff --git a/docs/api/chatboxai.md b/docs/api/chatboxai.md
index 3625eef..70a7df7 100644
--- a/docs/api/chatboxai.md
+++ b/docs/api/chatboxai.md
@@ -1,48 +1,70 @@
 # Chatbox AI
 
-Chatbox AI is a desktop application that works on Windows, MacOS, Android, iOS, Web, and Linux. These instructions should apply for both Windows and MacOS versions with some variations between the two platforms.
+Chatbox AI is a cross-platform desktop and mobile application that allows you to interact with AI-VERDE models through an intuitive chat interface.  
+It runs on **Windows, macOS, Linux, Android, iOS, and Web**.
+
+This guide will walk you through connecting your **AI-VERDE API Key**, configuring your models, and starting your first conversation.
 
 ## Prerequisites
-1. Obtain your AI-VERDE API Key and API URL. [Instructions can be found here](api-token.md).
-2. Note the model(s) you want to configure for Claude Code. [Instructions can be found here](api-key-models.md).
-3. Install Chatbox AI by visiting this page: https://chatboxai.app/en#download.
-4. The remaining instructions Chatbox AI installed.
+
+Before starting, make sure you have:
+
+1. **Your AI-VERDE API Key and API URL**  
+   - To obtain them [follow these instructions](api-token.md).
+2. **The model(s) you plan to use**  
+   - You can [view available models here](api-key-models.md).
+3. **Chatbox AI installed**  
+   - Download the installer for your system from [chatboxai.app/en#download](https://chatboxai.app/en#download).
+4. **The remaining instructions Chatbox AI installed**
 
 ## 1. Configure AI-VERDE in Chatbox AI
 
-For these steps, you can refer to the screenshot below
+Follow these steps to connect Chatbox AI with your AI-VERDE account:
 
 1. Launch Chatbox AI
-2. Click on Settings
-3. Click on Model Provider
-4. Click the "+ Add" button<br/>
-![chatbox ai](../assets/chatboxai01.png){: style="width:95%"}<br/>
-5. Enter "ai-verde" in the Name field
-6. Leave API Mode to "OpenAI API Compatible"
-7. Click Add button<br/>
-![chatbox ai](../assets/chatboxai02.png){: style="width:80%"}<br/>
-You should then be shown the ai-verde configuration panel on the right.
-8. Enter (or paste) your AI-VERDE Key in the API Key field
-9. Enter (or paste) the AI-VERDE API URL in the API Host field
-![chatbox ai](../assets/chatboxai03.png){: style="width:80%"}
-10. In the model section, click on the "New" button, and a new model dialog box will be shown
-11. Enter the model in "Model ID" field
-12. In the capabilities, click on the capabilities if you know the model supports vision, reasoning, or tool use.
-    !!! Note
-        Capabilities for a model can be modified at a later time.
-13. Click on the "Save" button<br/>
-![chatbox ai](../assets/chatboxai04.png){: style="width:80%"}<br/>
-14. You can repeat steps 10-13 to add additional models
-15. Optionally, after adding one or more models, you can click on the "Check" button to test the connection to AI-VERDE
-
-
-Now you're ready to begin chatting!
-
-## 2. Using Chatbox AI with configured models
-
-1. At any time, you can click on the "New Chat" button or click on a previous conversation on the left panel
-2. Select the model for this chat session, if necessary<br/>
-![chatbox ai](../assets/chatboxai05.png){: style="width:95%"}<br/>
-3. Enter your request in the chat textbox to begin chatting with the model
-
-There is a lot of functionality provided by Chatbox AI (as with many other chat interfaces). Feel free to explore!
\ No newline at end of file
+2. Click "Settings" in the sidebar or top menu  
+3. Select "Model Provider"
+4. Click "+ Add" button
+   &nbsp;
+   ![chatbox ai](../assets/chatboxai01.png){: style="width:95%"}  
+   &nbsp;
+5. In the Name field, enter "ai-verde"  
+6. Leave API Mode set to "OpenAI API Compatible"  
+7. Click "Add"
+   &nbsp;  
+   ![chatbox ai](../assets/chatboxai02.png){: style="width:80%"}  
+   &nbsp;
+You should now see the **AI-VERDE configuration panel** on the right.
+1. Enter (or paste) your AI-VERDE API Key into the API Key field  
+2. Enter (or paste) your AI-VERDE API URL into the API Host field 
+   &nbsp; 
+   ![chatbox ai](../assets/chatboxai03.png){: style="width:80%"}  
+   &nbsp; 
+3.  In the Model section, click "New" to open a new model dialog  
+4.  Enter the "Model ID" (this corresponds to the `"id"` value from your model list)  
+5.  Under capabilities, select options such as *Vision*, *Reasoning*, or *Tool Use* if your model supports them. Note: *Capabilities for a model can be modified later.*  
+6.  Click "Save"  
+    &nbsp; 
+    ![chatbox ai](../assets/chatboxai04.png){: style="width:80%"} 
+    &nbsp;  
+7.  (Optional) Repeat steps 10–13 to add additional models  
+8.  Click "Check" to test your connection to AI-VERDE  
+
+If the test passes, your setup is complete — you’re ready to chat!
+
+## 2. Using Chatbox AI with Configured Models
+
+Once your models are set up, chatting is simple:
+
+1. Click "New Chat" or select a past conversation from the left panel  
+2. Choose the model you want to use for this chat session
+   &nbsp;
+   ![chatbox ai](../assets/chatboxai05.png){: style="width:95%"}
+   &nbsp;
+3. Type your question or request in the chat box and press **"Enter"**  
+
+That’s it! You’re now chatting directly with your configured AI-VERDE model.
+
+### Explore More
+
+Chatbox AI includes many advanced features — conversation history, model switching, plugin support, and more. Feel free to explore the interface and discover what works best for your workflow.
\ No newline at end of file
diff --git a/docs/api/index.md b/docs/api/index.md
index 344370b..fb433f4 100644
--- a/docs/api/index.md
+++ b/docs/api/index.md
@@ -1,3 +1,8 @@
 # Introduction to AI-VERDE API
 
-This section contains documentation on how to use AI-VERDE API and API keys in code and with clients.
\ No newline at end of file
+The **AI-VERDE API** provides secure, programmatic access to CyVerse’s AI models and tools. This section explains how to authenticate with your API key, connect through client libraries, and integrate AI-VERDE into your code or applications.
+
+This guide covers:
+- How to get your API key  
+- Viewing available models  
+- Connecting AI-VERDE to popular frameworks like LangChain and LlamaIndex

From f75857237df325826ddb4f52d8fc07687b9cc3bc Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Wed, 8 Oct 2025 14:57:41 -0700
Subject: [PATCH 03/11] small bolding changes

---
 docs/api/api-key-models.md      | 8 ++++----
 docs/api/api-token-langchain.md | 2 +-
 docs/api/chatboxai.md           | 2 +-
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/api/api-key-models.md b/docs/api/api-key-models.md
index 4c1ae78..95c34af 100644
--- a/docs/api/api-key-models.md
+++ b/docs/api/api-key-models.md
@@ -17,14 +17,14 @@ You can view your models directly in the application or through a simple command
 
 1. Go to [https://chat.cyverse.ai](https://chat.cyverse.ai)  
 2. Log in with your CyVerse credentials  
-3. Click **Details** on your course  
-4. Select the **API Key** tab  
-5. The **Available Models** section will display all models your course can access  
+3. Click "Details" on your course  
+4. Select the "API Key" tab  
+5. The "Available Models" section will display all models your course can access  
 
 
 ## Viewing Models Using Your API Key
 
-After obtaining your **API Key** from your course or team, you can run the following command in your terminal to request a list of all models available to you.  
+After obtaining your "API Key" from your course or team, you can run the following command in your terminal to request a list of all models available to you.  
 This command uses `curl` to securely connect to the CyVerse API and return your model list in JSON format:
 
 ```bash
diff --git a/docs/api/api-token-langchain.md b/docs/api/api-token-langchain.md
index 5507e1f..57ebedd 100644
--- a/docs/api/api-token-langchain.md
+++ b/docs/api/api-token-langchain.md
@@ -20,7 +20,7 @@ curl -s -L "https://llm-api.cyverse.ai/v1/models" \
 -H 'Content-Type: application/json' | jq
 ```
 ## 3. Create python scripts
-You can now connect **AI-VERDE** to **LangChain** using the following Python example.
+You can now connect AI-VERDE to LangChain using the following Python example.
 Before running the script, make sure to:
 - Replace `[MODEL NAME]` with one of your available model IDs.
 - Replace `[AI-VERDE API KEY]` with your personal API key
diff --git a/docs/api/chatboxai.md b/docs/api/chatboxai.md
index 70a7df7..b03190e 100644
--- a/docs/api/chatboxai.md
+++ b/docs/api/chatboxai.md
@@ -28,7 +28,7 @@ Follow these steps to connect Chatbox AI with your AI-VERDE account:
    &nbsp;
    ![chatbox ai](../assets/chatboxai01.png){: style="width:95%"}  
    &nbsp;
-5. In the Name field, enter "ai-verde"  
+5. In the Name field, enter "AI-VERDE"  
 6. Leave API Mode set to "OpenAI API Compatible"  
 7. Click "Add"
    &nbsp;  

From 9e64aad37cb90b7e135302e7f6b7a7e73da6e9a1 Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Mon, 13 Oct 2025 10:47:15 -0700
Subject: [PATCH 04/11] small edits to language and clarity

---
 docs/api/api-key-claude.md     | 17 ++++++++++-------
 docs/api/chatboxai.md          |  2 +-
 docs/api/claude-code-router.md |  2 +-
 3 files changed, 12 insertions(+), 9 deletions(-)

diff --git a/docs/api/api-key-claude.md b/docs/api/api-key-claude.md
index 876a7d5..314a873 100644
--- a/docs/api/api-key-claude.md
+++ b/docs/api/api-key-claude.md
@@ -1,17 +1,19 @@
 # Claude Code (using Anthropic Models)
 
-You can follow these instructions to use your VERDE API Key after installing Claude Code. More information on using Claude Code can be found here, https://docs.anthropic.com/en/docs/intro.
+This guide explains how to connect Claude Code with your AI-VERDE API Key to access Anthropic models through CyVerse. 
+
+Follow the steps below after installing Claude Code to configure your connection. For more details on Claude Code features and usage, visit the [Anthropic documentation](https://docs.anthropic.com/en/docs/intro).
 
 !!! Note
 
-    These instructions assume you are using a space that is connected to Anthropic models. If you need access to Claude Code using a non-Anthropic model, then use the instructions for Claude Code Router.
+    Use this setup if your workspace supports **Anthropic LLMs** (like Claude 3 Sonnet or Opus). If your workspace uses **non-Anthropic models** (such as OpenAI, Gemini, or other providers), follow the [Claude Code Router setup](claude-code-router.md).  
 
 ## Prerequisites
 
 1. Your VERDE course or team must be configured to use Anthropic models (see instructor or team lead)
 2. Obtain your VERDE API Key. [Instructions can be found here](api-token.md)
-3. Install Claude Code. Instructions can be found here, https://www.anthropic.com/claude-code/
-4. The remaining instructions assume you have an open terminal on system with Claude Code and bash installed.
+3. Install Claude Code. Instructions can be found here, [Anthropic’s website](https://www.anthropic.com/claude-code/).
+4. A terminal (bash) open on a system where Claude Code is installed.
 
 ## 1. Setting up the necessary environment variables
 
@@ -23,11 +25,12 @@ export ANTHROPIC_BASE_URL="https://llm-api.cyverse.ai"
 export ANTHROPIC_API_KEY="insert-VERDE-API-Key-here"
 export ANTHROPIC_MODEL="anthropic/claude-sonnet-4"
 ```
-Note, the `ANTHROPIC_MODEL` can be set to any available Anthropic model. Information about available models can be found here, https://docs.anthropic.com/en/docs/about-claude/models/overview
 
-## 2. Start Claude Code
+Note, the `ANTHROPIC_MODEL` can be set to any available Anthropic model. Information about available models can be found here, [Anthropic documentation](https://docs.anthropic.com/en/docs/about-claude/models/overview).
+
+## 2. Launch Claude Code
 
-You can then run Claude Code.
+After setting your environment variables, start Claude Code by entering:
 ```
 claude
 ```
diff --git a/docs/api/chatboxai.md b/docs/api/chatboxai.md
index b03190e..45a6733 100644
--- a/docs/api/chatboxai.md
+++ b/docs/api/chatboxai.md
@@ -3,7 +3,7 @@
 Chatbox AI is a cross-platform desktop and mobile application that allows you to interact with AI-VERDE models through an intuitive chat interface.  
 It runs on **Windows, macOS, Linux, Android, iOS, and Web**.
 
-This guide will walk you through connecting your **AI-VERDE API Key**, configuring your models, and starting your first conversation.
+This will guide you through connecting your **AI-VERDE API Key**, configuring your models, and starting your first conversation.
 
 ## Prerequisites
 
diff --git a/docs/api/claude-code-router.md b/docs/api/claude-code-router.md
index 6c867b3..76a9287 100644
--- a/docs/api/claude-code-router.md
+++ b/docs/api/claude-code-router.md
@@ -1,5 +1,5 @@
 # Claude Code Router (using non-Anthropic Models)
-This guide explains how to connect **Claude Code** with **AI-VERDE** using the **Claude Code Router**. By linking your AI-VERDE API key and model, you can route requests from Claude Code to non-Anthropic models available through AI-VERDE.
+This guide explains how to connect **Claude Code** with **AI-VERDE** using the Claude Code Router. By linking your AI-VERDE API key and model, you can route requests from Claude Code to non-Anthropic models available through AI-VERDE.
 
 You can follow the steps below after installing Claude Code and Claude Code Router.  
 For more details on installation and usage, see the [Claude Code Router GitHub page](https://github.com/musistudio/claude-code-router).

From d1736d32530934b834451fac90b255fc34928ac7 Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Mon, 13 Oct 2025 11:19:43 -0700
Subject: [PATCH 05/11] editing aider & prequistes

---
 docs/api/aider.md              | 24 +++++++++++++++---------
 docs/api/chatboxai.md          |  1 -
 docs/api/claude-code-router.md | 17 +++++++++++------
 3 files changed, 26 insertions(+), 16 deletions(-)

diff --git a/docs/api/aider.md b/docs/api/aider.md
index 8f71002..33bf922 100644
--- a/docs/api/aider.md
+++ b/docs/api/aider.md
@@ -1,11 +1,15 @@
 # Aider
-You can follow these instructions to use your AI-VERDE API Key after Aider, self-described "AI pair programming in your terminal". More information on installing and using Aider can be found here, https://aider.chat.
+You can follow these instructions to use your AI-VERDE API Key after Aider, self-described "AI pair programming in your terminal". More information on installing and using Aider can be found here, [Aider website](https://aider.chat).
 
 ## Prerequisites
-1. Obtain your AI-VERDE API Key. Instructions can be found here, https://aiverde-docs.cyverse.ai/api/api-token/.
-2. Note the model(s) you want to configure for Claude Code. Instructions can be found here, https://aiverde-docs.cyverse.ai/api/api-key-models/.
-3. Install Aider. Instructions can be found here, https://aider.chat/#getting-started.
-4. The remaining instructions assume you have an open terminal on a Linux system with Aider.
+1. **AI-VERDE API Key**  
+   - Obtain your key by following the [API Token guide](https://aiverde-docs.cyverse.ai/api/api-token/).  
+2. **Model Information**  
+   - Identify the model(s) you plan to use by reviewing the [Model Access guide](https://aiverde-docs.cyverse.ai/api/api-key-models/).  
+3. **Install Aider**  
+   - Follow the official [Aider installation instructions](https://aider.chat/#getting-started/).  
+4. **Terminal Access**  
+   - These instructions assume you have a terminal open on a Linux system with Aider installed.
 
 ## 1. Configuring Aider
 
@@ -16,10 +20,13 @@ openai-api-base: https://llm-api.cyverse.ai/v1
 model: openai/insert-default-model
 ```
 2. Replace `insert-your-aiverde-api-key` with AI-VERDE API Key. 
-3. Replace the text `insert-default-model` with the AI-VERDE model. For example, to use `phi4`, the model field would be set to `openai/phi4` or if you were using `nrp/phi4` model, the model field would be set to `openai/nrp/phi4`.
+3. Replace the text `insert-default-model` with the AI-VERDE model.
+   Example how the model feild would be set:
+   - For the phi4 model → model: openai/phi4
+   - For the nrp/phi4 model → model: openai/nrp/phi4
 
 !!! Note
-    This is the minimal configuration needed to use Aider. If you want to set other configuration for any models, you add a `$HOME/.aider.model.metadata.json` file. Instructions on the configuration values that can be set in this file can be found here, https://aider.chat/docs/config/adv-model-settings.html. 
+    This is the minimal configuration needed to connect Aider. If you want to set other configuration for any models, you add a `$HOME/.aider.model.metadata.json` file. Instructions on the configuration values that can be set in this file can be found at [aider model settings](https://aider.chat/docs/config/adv-model-settings.html). 
 
 ## 2. Running Aider
 Run Aider with the following command:
@@ -31,5 +38,4 @@ aider
 !!! Note
     You may get additional prompts if you're not in a git repo and if you have not configured your model further (see note above). You can also run aider with `aider --no-show-model-warnings` if you prefer to ignore model warnings
 
-If you are successful entering Aider, congratulations! 
-
+If you are successful entering Aider, congratulations!
\ No newline at end of file
diff --git a/docs/api/chatboxai.md b/docs/api/chatboxai.md
index 45a6733..38aa9c0 100644
--- a/docs/api/chatboxai.md
+++ b/docs/api/chatboxai.md
@@ -7,7 +7,6 @@ This will guide you through connecting your **AI-VERDE API Key**, configuring yo
 
 ## Prerequisites
 
-Before starting, make sure you have:
 
 1. **Your AI-VERDE API Key and API URL**  
    - To obtain them [follow these instructions](api-token.md).
diff --git a/docs/api/claude-code-router.md b/docs/api/claude-code-router.md
index 76a9287..3170549 100644
--- a/docs/api/claude-code-router.md
+++ b/docs/api/claude-code-router.md
@@ -6,13 +6,18 @@ For more details on installation and usage, see the [Claude Code Router GitHub p
 
 
 ## Prerequisites
-Before beginning, make sure you have the following:
 
-1. **AI-VERDE API Key** – Obtain your API key following the instructions [here](https://aiverde-docs.cyverse.ai/api/api-token/).  
-2. **Model Information** – Identify the model(s) you want to configure for Claude Code. Instructions are [here](https://aiverde-docs.cyverse.ai/api/api-key-models/).  
-3. **Claude Code Installed** – Installation instructions are available [here](https://www.anthropic.com/claude-code/).  
-4. **Claude Code Router Installed** – You can install it by following the guide [here](https://github.com/musistudio/claude-code-router).  
-5. **Terminal Access** – These instructions assume you are using a terminal with **Claude Code** and **bash** available.
+
+1. **AI-VERDE API Key** 
+    - Obtain your API key following the instructions [here](https://aiverde-docs.cyverse.ai/api/api-token/).  
+2. **Model Information**
+    - Identify the model(s) you want to configure for Claude Code Instructions are [here](https://aiverde-docs.cyverse.ai/api/api-key-models/).  
+3. **Claude Code Installed** 
+    - Installation instructions are available [here](https://www.anthropic.com/claude-code/).  
+4. **Claude Code Router Installed** 
+    - You can install it by following the guide [here](https://github.com/musistudio/claude-code-router).  
+5. **Terminal Access** 
+    - These instructions assume you are using a terminal with **Claude Code** and **bash** available.
 
 ## 1. Starting Claude Code Router
 This step should only be needed the first time you use Claude Code Router.

From cf41386ca578036157b54ae41a5429984dc6b98a Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Mon, 13 Oct 2025 14:13:59 -0700
Subject: [PATCH 06/11] unify prerequisites

---
 docs/api/api-token-jupyter.md    |  2 +-
 docs/api/api-token-langchain.md  |  4 +++-
 docs/api/api-token-llamaindex.md |  9 +++++++--
 docs/api/chatboxai.md            | 18 +++++++++++-------
 docs/api/claude-code-router.md   | 24 +++++++++++++-----------
 5 files changed, 35 insertions(+), 22 deletions(-)

diff --git a/docs/api/api-token-jupyter.md b/docs/api/api-token-jupyter.md
index 9a5fc3c..955770d 100644
--- a/docs/api/api-token-jupyter.md
+++ b/docs/api/api-token-jupyter.md
@@ -1 +1 @@
-# Examples of using your AI-VERDE API Token in Jupyter
\ No newline at end of file
+# Examples of using your AI-VERDE API Token in Jupyter
diff --git a/docs/api/api-token-langchain.md b/docs/api/api-token-langchain.md
index 57ebedd..22da86e 100644
--- a/docs/api/api-token-langchain.md
+++ b/docs/api/api-token-langchain.md
@@ -11,7 +11,9 @@ pip install langchain_community
 ## 2. Obtain variables to integrate AI-VERDE with LangChain
 
 You will need your **AI-VERDE API** Key to connect LangChain to the CyVerse API.
-Instructions for obtaining your API Key are available [here](/api/api-token/).
+
+**AI-VERDE API Key and API URL**  
+    - Obtain your credentials by following the [AI-VERDE API Token Guide](api-token.md).  
 
 Once you have your key, you can view the models you have access to (identified by their `id`) with the following command:
 ```bash
diff --git a/docs/api/api-token-llamaindex.md b/docs/api/api-token-llamaindex.md
index 1a900ba..fed4647 100644
--- a/docs/api/api-token-llamaindex.md
+++ b/docs/api/api-token-llamaindex.md
@@ -8,8 +8,13 @@ pip install llama-index-core llama-index-llms-litellm
 
 ## 2. Obtain variables to integrate AI-VERDE with LangChain
 
-You’ll need your **AI-VERDE API key** and **model ID** to connect to the API.
-Instructions for obtaining your API key are available [here](/api/api-token.md).
+You’ll need your **AI-VERDE API key** and **model ID** to connect to the API. Instructions for obtaining them are available here:
+
+**AI-VERDE API Key and API URL**  
+    - Obtain your credentials by following the [AI-VERDE API Token Guide](api-token.md).  
+
+**Model Information**  
+    - Review the models you plan to use in the [AI-VERDE Model Access Documentation](api-key-models.md).  
 
 Once you have your key, you can view the models you have access to (identified by their `id`) with the following command:
 ```bash
diff --git a/docs/api/chatboxai.md b/docs/api/chatboxai.md
index 38aa9c0..65db9fb 100644
--- a/docs/api/chatboxai.md
+++ b/docs/api/chatboxai.md
@@ -7,14 +7,18 @@ This will guide you through connecting your **AI-VERDE API Key**, configuring yo
 
 ## Prerequisites
 
+1. **AI-VERDE API Key and API URL**  
+   - Obtain your credentials by following the [AI-VERDE API Token Guide](api-token.md).  
+
+2. **Model Information**  
+   - Review the models you plan to use in the [AI-VERDE Model Access Documentation](api-key-models.md).  
+
+3. **Chatbox AI Installation**  
+   - Download the installer for your operating system from the [Chatbox AI Download Page](https://chatboxai.app/en#download).  
+
+4. **Terminal or Application Access**  
+   - These instructions assume **Chatbox AI** is already installed and accessible on your system.
 
-1. **Your AI-VERDE API Key and API URL**  
-   - To obtain them [follow these instructions](api-token.md).
-2. **The model(s) you plan to use**  
-   - You can [view available models here](api-key-models.md).
-3. **Chatbox AI installed**  
-   - Download the installer for your system from [chatboxai.app/en#download](https://chatboxai.app/en#download).
-4. **The remaining instructions Chatbox AI installed**
 
 ## 1. Configure AI-VERDE in Chatbox AI
 
diff --git a/docs/api/claude-code-router.md b/docs/api/claude-code-router.md
index 3170549..978ac52 100644
--- a/docs/api/claude-code-router.md
+++ b/docs/api/claude-code-router.md
@@ -4,20 +4,22 @@ This guide explains how to connect **Claude Code** with **AI-VERDE** using the C
 You can follow the steps below after installing Claude Code and Claude Code Router.  
 For more details on installation and usage, see the [Claude Code Router GitHub page](https://github.com/musistudio/claude-code-router).
 
-
 ## Prerequisites
 
+1. **AI-VERDE API Key**  
+   - Obtain your key by following the [AI-VERDE API Token Guide](https://aiverde-docs.cyverse.ai/api/api-token/).  
+
+2. **Model Information**  
+   - Identify the model(s) you plan to configure by reviewing the [AI-VERDE Model Access Documentation](https://aiverde-docs.cyverse.ai/api/api-key-models/).  
+
+3. **Claude Code Installed**  
+   - Follow the [Claude Code Installation Instructions](https://www.anthropic.com/claude-code/).  
+
+4. **Claude Code Router Installed**  
+   - Install the router by following the [Claude Code Router Setup Guide](https://github.com/musistudio/claude-code-router).  
 
-1. **AI-VERDE API Key** 
-    - Obtain your API key following the instructions [here](https://aiverde-docs.cyverse.ai/api/api-token/).  
-2. **Model Information**
-    - Identify the model(s) you want to configure for Claude Code Instructions are [here](https://aiverde-docs.cyverse.ai/api/api-key-models/).  
-3. **Claude Code Installed** 
-    - Installation instructions are available [here](https://www.anthropic.com/claude-code/).  
-4. **Claude Code Router Installed** 
-    - You can install it by following the guide [here](https://github.com/musistudio/claude-code-router).  
-5. **Terminal Access** 
-    - These instructions assume you are using a terminal with **Claude Code** and **bash** available.
+5. **Terminal Access**  
+   - Ensure you are using a terminal with **Claude Code** and **bash** available.
 
 ## 1. Starting Claude Code Router
 This step should only be needed the first time you use Claude Code Router.

From 45f20d0e13c194718033728f1bedfe19a673501a Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Tue, 14 Oct 2025 15:42:48 -0700
Subject: [PATCH 07/11] Added Token in Jupyter

---
 docs/api/api-token-jupyter.md | 78 +++++++++++++++++++++++++++++++++++
 1 file changed, 78 insertions(+)

diff --git a/docs/api/api-token-jupyter.md b/docs/api/api-token-jupyter.md
index 955770d..1fa808b 100644
--- a/docs/api/api-token-jupyter.md
+++ b/docs/api/api-token-jupyter.md
@@ -1 +1,79 @@
 # Examples of using your AI-VERDE API Token in Jupyter
+This guide explains how to set up and use your AI-VERDE API Key inside Jupyter Notebook Once configured, you can send prompts, run code, and receive AI responses directly within your notebook.
+
+## Prerequisites
+
+1. **AI-VERDE API Key**  
+   - Obtain your key by following the [AI-VERDE API Token Guide](https://aiverde-docs.cyverse.ai/api/api-token/).
+
+2. **Model Information**  
+   - View available models and their names in the [AI-VERDE Model Access Documentation](../api/api-key-models.md).
+
+3. **Jupyter Installed**  
+   - For intstalling Jupyter, visit [Jupyter Installation Website](https://jupyter.org/install).
+
+## 1. Open Jupyter Notebook
+
+After installing Jupyter, start it by running this command in your terminal:
+```bash
+jupyter notebook
+```
+
+## Add Your AI-VERDE API KEY
+
+**Option 1** — Save It to Your System
+This keeps your key private and reusable.
+
+```bash
+export AIVERDE_API_KEY="your_api_key_here"
+```
+
+**Option 2** — Enter It Inside the Notebook
+If you prefer to enter it manually each time, use this in a new cell:
+
+```bash
+import os, getpass
+
+if not os.getenv("AIVERDE_API_KEY"):
+    os.environ["AIVERDE_API_KEY"] = getpass.getpass("Enter your AI-VERDE API Key: ")
+```
+## Test the Connection 
+Now, let’s make sure your API key works. If everything works, you’ll see a list of available models. 
+```bash
+import os, requests, json
+
+API_URL = "https://llm-api.cyverse.ai/v1/models"
+api_key = os.getenv("AIVERDE_API_KEY")
+
+headers = {"Authorization": f"Bearer {api_key}"}
+response = requests.get(API_URL, headers=headers)
+
+print("Status Code:", response.status_code)
+print(json.dumps(response.json(), indent=2))
+```
+
+## Send a Test Prompt to AI-VERDE
+Use one of your models to send a message and enter your eplace your model ID
+
+```bash
+import os, requests, json
+
+API_URL = "https://llm-api.cyverse.ai/v1/chat/completions"
+api_key = os.getenv("AIVERDE_API_KEY")
+
+headers = {
+    "Authorization": f"Bearer {api_key}",
+    "Content-Type": "application/json"
+}
+data = {
+    "model": "litellm_proxy/dsi_students/gpt-4o-mini",  # Replace with your model ID
+    "messages": [
+        {"role": "user", "content": "Hello AI-VERDE! What can you do?"}
+    ]
+}
+response = requests.post(API_URL, headers=headers, json=data)
+result = response.json()
+
+# Display the model's response
+print(result["choices"][0]["message"]["content"])
+```
\ No newline at end of file

From 1ed771de45cc4ad9f36028db92067a15b367dd36 Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Mon, 20 Oct 2025 10:03:05 -0700
Subject: [PATCH 08/11] removing bolded text

---
 docs/api/api-key-claude.md       | 4 ++--
 docs/api/api-token-langchain.md  | 2 +-
 docs/api/api-token-llamaindex.md | 2 +-
 docs/api/api-token-vscode.md     | 4 ++--
 docs/api/chatboxai.md            | 9 ++++-----
 docs/api/claude-code-router.md   | 7 +++----
 6 files changed, 13 insertions(+), 15 deletions(-)

diff --git a/docs/api/api-key-claude.md b/docs/api/api-key-claude.md
index 314a873..e91a90f 100644
--- a/docs/api/api-key-claude.md
+++ b/docs/api/api-key-claude.md
@@ -10,8 +10,8 @@ Follow the steps below after installing Claude Code to configure your connection
 
 ## Prerequisites
 
-1. Your VERDE course or team must be configured to use Anthropic models (see instructor or team lead)
-2. Obtain your VERDE API Key. [Instructions can be found here](api-token.md)
+1. Your VERDE course or team must be configured to use Anthropic models (see instructor or team lead) 
+2. Obtain your VERDE API Key follow the [AI-VERDE API Token Guide](api-token.md)
 3. Install Claude Code. Instructions can be found here, [Anthropic’s website](https://www.anthropic.com/claude-code/).
 4. A terminal (bash) open on a system where Claude Code is installed.
 
diff --git a/docs/api/api-token-langchain.md b/docs/api/api-token-langchain.md
index 22da86e..3547909 100644
--- a/docs/api/api-token-langchain.md
+++ b/docs/api/api-token-langchain.md
@@ -10,7 +10,7 @@ pip install langchain_community
 
 ## 2. Obtain variables to integrate AI-VERDE with LangChain
 
-You will need your **AI-VERDE API** Key to connect LangChain to the CyVerse API.
+You will need your AI-VERDE APIKey to connect LangChain to the CyVerse API.
 
 **AI-VERDE API Key and API URL**  
     - Obtain your credentials by following the [AI-VERDE API Token Guide](api-token.md).  
diff --git a/docs/api/api-token-llamaindex.md b/docs/api/api-token-llamaindex.md
index fed4647..fe131d4 100644
--- a/docs/api/api-token-llamaindex.md
+++ b/docs/api/api-token-llamaindex.md
@@ -8,7 +8,7 @@ pip install llama-index-core llama-index-llms-litellm
 
 ## 2. Obtain variables to integrate AI-VERDE with LangChain
 
-You’ll need your **AI-VERDE API key** and **model ID** to connect to the API. Instructions for obtaining them are available here:
+You’ll need your AI-VERDE API key and model ID to connect to the API. Instructions for obtaining them are available here:
 
 **AI-VERDE API Key and API URL**  
     - Obtain your credentials by following the [AI-VERDE API Token Guide](api-token.md).  
diff --git a/docs/api/api-token-vscode.md b/docs/api/api-token-vscode.md
index 1b09c96..8b2ae10 100644
--- a/docs/api/api-token-vscode.md
+++ b/docs/api/api-token-vscode.md
@@ -9,13 +9,13 @@
 Within the extension marketplace, a simple search for OpenAI yields the desired extension.
 ![extension](../assets/vscode_extension_openai.png)
 
----
+
 ### 2. Configure the extension
 
 Once installed, a red bar with a "failed authentication" error will appear:
 ![redBar](../assets/vscode_openai_redbar.png)
 
----
+
 Selecting this red bar will bring out a new menu. In case you need to access this menu again, pressing the bar again will bring it up.
 
 In the new menu, select "custom" among the dropdown list
diff --git a/docs/api/chatboxai.md b/docs/api/chatboxai.md
index 65db9fb..b3da174 100644
--- a/docs/api/chatboxai.md
+++ b/docs/api/chatboxai.md
@@ -1,9 +1,8 @@
 # Chatbox AI
 
-Chatbox AI is a cross-platform desktop and mobile application that allows you to interact with AI-VERDE models through an intuitive chat interface.  
-It runs on **Windows, macOS, Linux, Android, iOS, and Web**.
+Chatbox AI is a cross-platform desktop and mobile application that allows you to interact with AI-VERDE models through an intuitive chat interface. It runs on **Windows, macOS, Linux, Android, iOS, and Web**.
 
-This will guide you through connecting your **AI-VERDE API Key**, configuring your models, and starting your first conversation.
+This will guide you through connecting your AI-VERDE API Key, configuring your models, and starting your first conversation.
 
 ## Prerequisites
 
@@ -37,7 +36,7 @@ Follow these steps to connect Chatbox AI with your AI-VERDE account:
    &nbsp;  
    ![chatbox ai](../assets/chatboxai02.png){: style="width:80%"}  
    &nbsp;
-You should now see the **AI-VERDE configuration panel** on the right.
+You should now see the AI-VERDE configuration panel on the right.
 1. Enter (or paste) your AI-VERDE API Key into the API Key field  
 2. Enter (or paste) your AI-VERDE API URL into the API Host field 
    &nbsp; 
@@ -64,7 +63,7 @@ Once your models are set up, chatting is simple:
    &nbsp;
    ![chatbox ai](../assets/chatboxai05.png){: style="width:95%"}
    &nbsp;
-3. Type your question or request in the chat box and press **"Enter"**  
+3. Type your question or request in the chat box and press "Enter".
 
 That’s it! You’re now chatting directly with your configured AI-VERDE model.
 
diff --git a/docs/api/claude-code-router.md b/docs/api/claude-code-router.md
index 978ac52..86541f3 100644
--- a/docs/api/claude-code-router.md
+++ b/docs/api/claude-code-router.md
@@ -1,7 +1,6 @@
 # Claude Code Router (using non-Anthropic Models)
-This guide explains how to connect **Claude Code** with **AI-VERDE** using the Claude Code Router. By linking your AI-VERDE API key and model, you can route requests from Claude Code to non-Anthropic models available through AI-VERDE.
-
-You can follow the steps below after installing Claude Code and Claude Code Router.  
+This guide explains how to connect Claude Code with AI-VERDE using the Claude Code Router. By linking your AI-VERDE API key and model, you can route requests from Claude Code to non-Anthropic models  through AI-VERDE.
+ 
 For more details on installation and usage, see the [Claude Code Router GitHub page](https://github.com/musistudio/claude-code-router).
 
 ## Prerequisites
@@ -19,7 +18,7 @@ For more details on installation and usage, see the [Claude Code Router GitHub p
    - Install the router by following the [Claude Code Router Setup Guide](https://github.com/musistudio/claude-code-router).  
 
 5. **Terminal Access**  
-   - Ensure you are using a terminal with **Claude Code** and **bash** available.
+   - Ensure you are using a terminal with Claude Code and bash available.
 
 ## 1. Starting Claude Code Router
 This step should only be needed the first time you use Claude Code Router.

From 680d05f4d4be3c481c337dba50ebfc2892dca815 Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Mon, 20 Oct 2025 13:46:01 -0700
Subject: [PATCH 09/11] adding openwebui doc

---
 docs/api/openwebui.md | 59 +++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 59 insertions(+)
 create mode 100644 docs/api/openwebui.md

diff --git a/docs/api/openwebui.md b/docs/api/openwebui.md
new file mode 100644
index 0000000..dd97ffa
--- /dev/null
+++ b/docs/api/openwebui.md
@@ -0,0 +1,59 @@
+# Using OpenWebUI with AI-VERDE
+
+This guide introduces how to use OpenWebUI through the AI-VERDE platform with a focus these features:  
+
+- Quickly switching between AI models  
+- Organizing work in personal or shared workspaces  
+- Collaborating with course teammates through chat sharing  
+
+OpenWebUI is a browser-based interface for interacting with AI models available in your course. For more information vist [OpenWebUI documentation](https://docs.openwebui.com/).
+
+
+## 1. Launch OpenWebUI
+
+- On the top-right corner of the AI-VERDE navigation bar, click "OpenWebUI".
+- The interface will open in a new browser tab once your signed in.  
+- You should now see the chat window and model selection bar at the top.
+
+
+
+## 2. Switch Between Models
+
+- At the top of the chat interface, choose from the list of AI models available to your course.  
+- Each model supports different capabilities (e.g., language reasoning, coding, image interpretation).  
+- You can switch models at any time — OpenWebUI will retain the chat history and continue the conversation with the newly selected model.
+
+> **Note:** 
+>
+> - For side-by-side comparison, some configurations allow choosing two models to respond to the same prompt. Use this to compare responses and select the best result.
+> - Some models support file or image input, while others may only process text. Upload support depends on the selected model.
+
+
+## 3. Create a Workspace
+
+OpenWebUI you to organize conversations into workspaces to separate topics or projects. To create a new workspace:
+
+1. In the left sidebar, click the Workspace dropdown.
+2. Select “New Workspace”.
+3. Give your workspace a name (e.g., “Lab Summary” or “Final Project Notes”).
+4. You can toggle visibility settings and choose to share the workspace with groups connected to your course.
+
+You can switch between workspaces at any time, and each will preserve its own chat history.
+
+
+## 4. Share Chats with Your Course Team
+
+You can collaborate by sharing your chats with others in your AI-VERDE course. To share a conversation:
+
+1. Click "More" on the side of the chat thread.
+2. Then “Share” or “Download” icon near the side of the chat.
+3. Choose to either:
+   - Copy a shareable link, or  
+   - Download the chat as a file (JSON or TXT).
+
+
+## 5. Start Chatting
+
+With a selected a model and workspace:
+
+- Type your prompt into the chat box and press Enter.The response will appear directly below. You can switch models mid-conversation or return to previous chats in the history panel.
\ No newline at end of file

From 5ddd4e05f7493b26a0173149582fe517a7baf226 Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Mon, 10 Nov 2025 15:03:13 -0700
Subject: [PATCH 10/11] rerouting index.md

---
 docs/instructors/creating-a-course.md | 42 +++++++++++++++++++++++++++
 mkdocs.yml                            |  2 +-
 2 files changed, 43 insertions(+), 1 deletion(-)
 create mode 100644 docs/instructors/creating-a-course.md

diff --git a/docs/instructors/creating-a-course.md b/docs/instructors/creating-a-course.md
new file mode 100644
index 0000000..954c7bc
--- /dev/null
+++ b/docs/instructors/creating-a-course.md
@@ -0,0 +1,42 @@
+# Creating a Course in AI-VERDE
+
+Instructors do **not** create courses directly in AI-VERDE.  
+Instead, courses are created by the CyVerse support team after you submit your course information.
+
+
+## 1. Fill Out the Course Setup Form
+- Complete the [Course Setup Form](https://docs.google.com/forms/d/e/1FAIpQLSdkwrUP7uJSfUeWsl4a2jWQH_wA-bKLJbqIX0nNWLKNCMm5JQ/viewform).
+- Provide details such as:   
+  - Student names and emails  
+  - Teaching assistants (TAs)  
+  - Co-instructors  
+
+
+## 2. Upload Your Course Roster
+- Prepare a `.CSV` file with the following:  
+  - Student names and emails  
+  - Teaching assistants (TAs)  
+  - Co-instructors  
+-  Need a template? [Download the .CSV template](https://docs.google.com/spreadsheets/d/1VgIASIX9rRSHWXp2O89PZSLf0sSaUz1y9MHUSMsoMzY/edit?gid=0#gid=0).  
+  
+Attach this file when submitting the form.  
+
+
+## 3. What Happens Next
+Once you submit the form:  
+- **CyVerse staff** will create your course in AI-VERDE.  
+- Students, TAs, and co-instructors from your CSV will be enrolled automatically.  
+- Your course will appear in the **AI-VERDE dashboard** within **48 hours**.  
+
+
+
+## 4. Troubleshooting
+- **Course not showing up?** → Wait up to 48 hours. If still missing, email: ai-verde-support@cyverse.org.  
+- **Roster errors?** → Double-check your CSV format and resubmit.  
+- **Need to add or remove members after your course is created?** → You can manage enrollment changes after the course is created  
+
+
+## Contact and Feedback
+If you are happy with AI-VERDE, we’d love your feedback!  
+Please send comments or critiques to:  
+mithunpaul@arizona.edu
\ No newline at end of file
diff --git a/mkdocs.yml b/mkdocs.yml
index b9f0498..6dfdc66 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -65,8 +65,8 @@ theme:
 
 # Page tree
 nav:
+  - Welcome: index.md
   - AI-VERDE Chat:
-      - Welcome: index.md
       - Getting Started: getting-started.md
       - Current CyVerse Models: models-current.md
       - Chat History: chat-history.md

From b7593d7e3a7b9e4f7259bb6f8c9588f78cb66556 Mon Sep 17 00:00:00 2001
From: Victoriaquang <Victoriaquang@arizona.edu>
Date: Wed, 12 Nov 2025 15:16:51 -0700
Subject: [PATCH 11/11] adding continue.dev and gardio

---
 docs/api/aider.md                |  2 +-
 docs/api/api-token-continue.md   | 81 ++++++++++++++++++++++++++++++++
 docs/api/api-token-gradio.md     |  0
 docs/api/api-token-jupyter.md    |  8 ++--
 docs/api/api-token-langchain.md  |  2 +-
 docs/api/api-token-llamaindex.md |  2 +-
 docs/api/chatboxai.md            |  2 +-
 docs/api/claude-code-router.md   |  2 +-
 8 files changed, 90 insertions(+), 9 deletions(-)
 create mode 100644 docs/api/api-token-continue.md
 create mode 100644 docs/api/api-token-gradio.md

diff --git a/docs/api/aider.md b/docs/api/aider.md
index 33bf922..506266a 100644
--- a/docs/api/aider.md
+++ b/docs/api/aider.md
@@ -5,7 +5,7 @@ You can follow these instructions to use your AI-VERDE API Key after Aider, self
 1. **AI-VERDE API Key**  
    - Obtain your key by following the [API Token guide](https://aiverde-docs.cyverse.ai/api/api-token/).  
 2. **Model Information**  
-   - Identify the model(s) you plan to use by reviewing the [Model Access guide](https://aiverde-docs.cyverse.ai/api/api-key-models/).  
+   - Identify the model(s) you plan to use by reviewing the [AI-VERDE Model Documentation](https://aiverde-docs.cyverse.ai/api/api-key-models/).  
 3. **Install Aider**  
    - Follow the official [Aider installation instructions](https://aider.chat/#getting-started/).  
 4. **Terminal Access**  
diff --git a/docs/api/api-token-continue.md b/docs/api/api-token-continue.md
new file mode 100644
index 0000000..ea08abe
--- /dev/null
+++ b/docs/api/api-token-continue.md
@@ -0,0 +1,81 @@
+# Using AI-VERDE with Continue.dev (VS Code Extension)
+
+Continue.dev is an open-source coding assistant for Visual Studio Code that provides inline AI help for code completion, refactoring, and documentation. By connecting it to AI-VERDE, you can securely use CyVerse-hosted and course-approved models without exposing your code to external services.
+
+
+## Prerequisites
+
+Before getting started, make sure you have:
+
+1. **AI-VERDE API Key**  
+   - Obtain your key by following the [AI-VERDE API Token Guide](../api/api-token.md).
+
+2. **Model Information**  
+   - View available models and their names in the [AI-VERDE Model Documentation](../api/api-key-models.md).
+
+3. **Visual Studio Code Installed**  
+   - Download and install VS Code from the [VS Code website](https://code.visualstudio.com/).
+
+4. **Continue.dev Extension Installed**  
+   - In VS Code, open the Extensions tab (`Ctrl+Shift+X` or `Cmd+Shift+X`), search for “Continue”, and click Install.  
+   - For more details, visit the [Continue.dev website](https://continue.dev/).
+
+
+## 1. Sign In and Access Continue
+
+1. Open Visual Studio Code.  
+2. In the sidebar, click on the Continue icon to open the panel.  
+3. If prompted, sign in with your Continue account (you can use GitHub, Google, or create a free account).  
+4. Once signed in, you’ll see the Continue chat interface and a Model tab.
+
+
+## 2. Add AI-VERDE as a Model Provider
+
+You can connect your AI-VERDE API Key directly from the [Continue.dev website](https://continue.dev/).
+
+1. In the Continue sidebar, click the Model tab.  
+2. Scroll down to the bottom and click “Create Model”.  
+3. In the popup, use this as an example:
+
+```bash
+  name: AI-Verde
+version: 1.0.0
+schema: v1
+
+models:
+  - name: AI-Verde GPT-4o-mini 
+    provider: openai
+    model: litellm_proxy/[MODEL NAME]
+    apiBase: https://llm-api.cyverse.ai/v1 #add this
+    apiKey: ${{ inputs.[AI-VERDE API KEY] }}
+    roles:
+      - chat
+```
+
+1. Click "Save".  
+2. Your new AI-VERDE model will appear in the model list in VS Code extenstion.
+
+> **Tip:** You can add multiple AI-VERDE models if your course provides access to different ones. For example, a general model and a coding-focused model.
+
+
+## 3. (Optional) Configure via JSON File
+
+You can also edit the Continue configuration file manually for advanced customization.
+
+1. Open the Command Palette (`Ctrl+Shift+P` / `Cmd+Shift+P`).  
+2. Type “Continue: Open Config File” and press "Enter".  
+3. Add or replace your configuration with the example below:
+
+```json
+{
+  "models": [
+    {
+      "title": "AI-VERDE GPT-4o-mini",
+      "model": "litellm_proxy/[MODEL NAME]",
+      "provider": "openai",
+      "apiBase": "https://llm-api.cyverse.ai/v1",
+      "apiKey": "[AI_VERDE_API_KEY]"
+    }
+  ]
+}
+```
\ No newline at end of file
diff --git a/docs/api/api-token-gradio.md b/docs/api/api-token-gradio.md
new file mode 100644
index 0000000..e69de29
diff --git a/docs/api/api-token-jupyter.md b/docs/api/api-token-jupyter.md
index 1fa808b..b537384 100644
--- a/docs/api/api-token-jupyter.md
+++ b/docs/api/api-token-jupyter.md
@@ -7,7 +7,7 @@ This guide explains how to set up and use your AI-VERDE API Key inside Jupyter N
    - Obtain your key by following the [AI-VERDE API Token Guide](https://aiverde-docs.cyverse.ai/api/api-token/).
 
 2. **Model Information**  
-   - View available models and their names in the [AI-VERDE Model Access Documentation](../api/api-key-models.md).
+   - View available models and their names in the [AI-VERDE Model Documentation](../api/api-key-models.md).
 
 3. **Jupyter Installed**  
    - For intstalling Jupyter, visit [Jupyter Installation Website](https://jupyter.org/install).
@@ -53,12 +53,12 @@ print(json.dumps(response.json(), indent=2))
 ```
 
 ## Send a Test Prompt to AI-VERDE
-Use one of your models to send a message and enter your eplace your model ID
+Use one of your models to send a message and enter your model ID
 
 ```bash
 import os, requests, json
 
-API_URL = "https://llm-api.cyverse.ai/v1/chat/completions"
+API_URL = "https://llm-api.cyverse.ai/v1/"
 api_key = os.getenv("AIVERDE_API_KEY")
 
 headers = {
@@ -66,7 +66,7 @@ headers = {
     "Content-Type": "application/json"
 }
 data = {
-    "model": "litellm_proxy/dsi_students/gpt-4o-mini",  # Replace with your model ID
+    "model": "litellm_proxy/[MODEL NAME]",  # Replace with your model ID
     "messages": [
         {"role": "user", "content": "Hello AI-VERDE! What can you do?"}
     ]
diff --git a/docs/api/api-token-langchain.md b/docs/api/api-token-langchain.md
index 3547909..ec34ef1 100644
--- a/docs/api/api-token-langchain.md
+++ b/docs/api/api-token-langchain.md
@@ -10,7 +10,7 @@ pip install langchain_community
 
 ## 2. Obtain variables to integrate AI-VERDE with LangChain
 
-You will need your AI-VERDE APIKey to connect LangChain to the CyVerse API.
+You will need your AI-VERDE API Key to connect LangChain to the CyVerse API.
 
 **AI-VERDE API Key and API URL**  
     - Obtain your credentials by following the [AI-VERDE API Token Guide](api-token.md).  
diff --git a/docs/api/api-token-llamaindex.md b/docs/api/api-token-llamaindex.md
index fe131d4..be70dfd 100644
--- a/docs/api/api-token-llamaindex.md
+++ b/docs/api/api-token-llamaindex.md
@@ -14,7 +14,7 @@ You’ll need your AI-VERDE API key and model ID to connect to the API. Instruct
     - Obtain your credentials by following the [AI-VERDE API Token Guide](api-token.md).  
 
 **Model Information**  
-    - Review the models you plan to use in the [AI-VERDE Model Access Documentation](api-key-models.md).  
+    - Review the models you plan to use in the [AI-VERDE Model Documentation](api-key-models.md).  
 
 Once you have your key, you can view the models you have access to (identified by their `id`) with the following command:
 ```bash
diff --git a/docs/api/chatboxai.md b/docs/api/chatboxai.md
index b3da174..7b84ecd 100644
--- a/docs/api/chatboxai.md
+++ b/docs/api/chatboxai.md
@@ -10,7 +10,7 @@ This will guide you through connecting your AI-VERDE API Key, configuring your m
    - Obtain your credentials by following the [AI-VERDE API Token Guide](api-token.md).  
 
 2. **Model Information**  
-   - Review the models you plan to use in the [AI-VERDE Model Access Documentation](api-key-models.md).  
+   - Review the models you plan to use in the [AI-VERDE Model Documentation](api-key-models.md).  
 
 3. **Chatbox AI Installation**  
    - Download the installer for your operating system from the [Chatbox AI Download Page](https://chatboxai.app/en#download).  
diff --git a/docs/api/claude-code-router.md b/docs/api/claude-code-router.md
index 86541f3..18c859e 100644
--- a/docs/api/claude-code-router.md
+++ b/docs/api/claude-code-router.md
@@ -9,7 +9,7 @@ For more details on installation and usage, see the [Claude Code Router GitHub p
    - Obtain your key by following the [AI-VERDE API Token Guide](https://aiverde-docs.cyverse.ai/api/api-token/).  
 
 2. **Model Information**  
-   - Identify the model(s) you plan to configure by reviewing the [AI-VERDE Model Access Documentation](https://aiverde-docs.cyverse.ai/api/api-key-models/).  
+   - Identify the model(s) you plan to configure by reviewing the [AI-VERDE Model Documentation](https://aiverde-docs.cyverse.ai/api/api-key-models/).  
 
 3. **Claude Code Installed**  
    - Follow the [Claude Code Installation Instructions](https://www.anthropic.com/claude-code/).