updated docs

docs/docs/apis-ask/ask-with-image-files.md

@@ -8,7 +8,7 @@ This API lets you ask questions along with the image files to the LLMs.
 These APIs correlate to
 the [completion](https://github.com/jmorganca/ollama/blob/main/docs/api.md#generate-a-completion) APIs.
 
-:::caution
+:::note
 
 Executing this on Ollama server running in CPU-mode will take longer to generate response. Hence, GPU-mode is
 recommended.

docs/docs/apis-ask/ask-with-image-urls.md

@@ -8,7 +8,7 @@ This API lets you ask questions along with the image files to the LLMs.
 These APIs correlate to
 the [completion](https://github.com/jmorganca/ollama/blob/main/docs/api.md#generate-a-completion) APIs.
 
-:::caution
+:::note
 
 Executing this on Ollama server running in CPU-mode will take longer to generate response. Hence, GPU-mode is
 recommended.

docs/docs/apis-ask/generate-embeddings.md

@@ -30,17 +30,17 @@ public class Main {
 
 You will get a response similar to:
 
-```json
+```javascript
  [
-  0.5670403838157654,
-  0.009260174818336964,
-  0.23178744316101074,
-  -0.2916173040866852,
-  -0.8924556970596313,
-  0.8785552978515625,
-  -0.34576427936553955,
-  0.5742510557174683,
-  -0.04222835972905159,
-  -0.137906014919281
+    0.5670403838157654,
+    0.009260174818336964,
+    0.23178744316101074,
+    -0.2916173040866852,
+    -0.8924556970596313,
+    0.8785552978515625,
+    -0.34576427936553955,
+    0.5742510557174683,
+    -0.04222835972905159,
+    -0.137906014919281
 ]
 ```

docs/docs/intro.md

@@ -2,10 +2,38 @@
 sidebar_position: 1
 ---
 
-# Intro
+# Introduction
 
 Let's get started with **Ollama4j**.
 
+## 🦙 What is Ollama?
+
+[Ollama](https://ollama.ai/) is an advanced AI tool that allows users to easily set up and run large language models
+locally (in CPU and GPU
+modes). With Ollama, users can leverage powerful language models such as Llama 2 and even customize and create their own
+models.
+
+## 👨‍💻 Why Ollama4j?
+
+Ollama4j was built for the simple purpose of integrating Ollama with Java applications.
+
+```mermaid
+  flowchart LR
+    o4j[Ollama4j]
+    o[Ollama Server]
+    o4j -->|Communicates with| o;
+    m[Models]
+    p[Your Java Project]
+    subgraph Your Java Environment
+        direction TB
+        p -->|Uses| o4j
+    end
+    subgraph Ollama Setup
+        direction TB
+        o -->|Manages| m
+    end
+```
+
 ## Getting Started
 
 ### What you'll need