diff --git a/README.md b/README.md
index 9e96886a..6738e9a7 100644
--- a/README.md
+++ b/README.md
@@ -17,21 +17,27 @@
### ER Diagram
-
+
### Component Diagram
-
+
### Flow Diagram
-
+
+### Project Box Design
+
+| Power Box 1 | Power Box 2 | Power Box 3 |
+| --------------------------------------- | ------------------------------------- | ------------------------------------- |
+|  |  |  |
+
@@ -50,11 +56,20 @@
-### User Screens (Mobile)
+### Client Screens (Web)
+
+| Login screen | Register screen |
+| --------------------------------------- | ------------------------------------- |
+|  |  |
+
+
+
+### Provider Screens (Web)
+
+| Login screen | Register screen |
+| --------------------------------------- | ------------------------------------- |
+|  |  |
-| Login screen | Register screen | Register screen |
-| --------------------------------------- | ------------------------------------- | ------------------------------------- |
-|  |  |  |
### Admin Screens (Web)
@@ -69,27 +84,59 @@
-### Add Title Here
+### Code Test Cases
-
-| Services | Validation | Testing |
+| Test Case | Test Case | Test Case |
| --------------------------------------- | ------------------------------------- | ------------------------------------- |
-|  |  |  |
+|  |  |  |
+
+### GitHub Testing Pull Request
+| GitHub Testing Pipeline | GitHub Pull Request | Testing Output |
+| --------------------------------------- | ------------------------------------- | ------------------------------------- |
+|  |  |  |
-
+
-### Add Title Here
+### OpenAI Intengration
- Description here.
+| Prism Function Call | Prism Client Prompt | Prism Provider Prompt |
+| --------------------------------------- | ------------------------------------- | ------------------------------------- |
+|  |  |  |
+
+### Server Response with Database Indexing
+
+- Provider user response time difference
+
+| Postman API Before Indexing | Postman API After Indexing |
+| --------------------------------------- | ------------------------------------- |
+|  |  |
+
+### Server Response with Database Indexing
+
+- Client user response time difference
+
+| Postman API Before Indexing | Postman API After Indexing |
+| --------------------------------------- | ------------------------------------- |
+|  |  |
+
+
+
+
+
+
+### EC2 Docker containers deployment
+
+- You can check the full API documentation using this [link]().
-| Postman API 1 | Postman API 2 | Postman API 3 |
+| Deployment Pipeline Sample | GitHub Deployment Pipeline Success | EC2 Instance docker deployed |
| --------------------------------------- | ------------------------------------- | ------------------------------------- |
-|  |  |  |
+|  |  |  |
diff --git a/amp-laravel/app/Utils/ClientPrompt.php b/amp-laravel/app/Utils/ClientPrompt.php
index e3b0c183..f248bb99 100644
--- a/amp-laravel/app/Utils/ClientPrompt.php
+++ b/amp-laravel/app/Utils/ClientPrompt.php
@@ -49,23 +49,6 @@ public static function clientBuildPromptFromMetrics($slaveId): string
EOT;
- // $prompt = <<
-
+
diff --git a/readme/title7.svg b/readme/title7.svg
index cfb990d7..ca4e3a6b 100644
--- a/readme/title7.svg
+++ b/readme/title7.svg
@@ -1,11 +1,18 @@
diff --git a/readme/title8.svg b/readme/title8.svg
new file mode 100644
index 00000000..cfb990d7
--- /dev/null
+++ b/readme/title8.svg
@@ -0,0 +1,11 @@
+