Merge pull request #848 from oracle-devrel/al3xne-patch-3

Update README.md

Author: AlexanderHodicke

ai-and-app-modernisation/ai-services/generative-ai-service/vision-genai/README.md

@@ -1,44 +1,52 @@
-# Summarize Image using OCI AI Vision Service and OCI Generative AI Service
+# Describe an image using OCI AI Vision Service and OCI Generative AI Service
 
-## Introduction
+# Introduction
 In this article, we'll explore how to describe an image using OCI AI Vision Service and OCI Generative AI Service.
-The application is developed using Oracle VBCS, OIC , OCI AI Vision service and OCI Generative AI Service.
-This integrated approach combines the strength of OCI AI Vision and OCI Generative AI Service, allowing for an efficient and insightful summarization of image content.                                     
+The application is developed using Oracle VBCS, OIC, OCI AI Vision service, and OCI Generative AI Service.
+This integrated approach combines the strength of OCI AI Vision and OCI Generative AI Service, allowing for efficient and insightful summarization of image content.
+
+
+Reviewed: 21.02.2024
 
 <img src="./files/AIVisionApp.jpg>"</img>
 
-## Prerequisites
+# Prerequisites
 
-Before getting started, make sure you have the access to these services:
+Before getting started, make sure you have access to these services:
 
 - Oracle Generative AI Service
 - Oracle Vision Service
 - Oracle Visual Builder Cloud Service
 - Oracle Integration Cloud
 
-## AI Vision and OCI Generative AI Service Integration Architecture
+# AI Vision and OCI Generative AI Service Integration Architecture
+
 1. AI Vision App using VBCS
 - Oracle Visual Builder Cloud Service (VBCS) is a hosted environment for your application development infrastructure. It provides an open-source standards-based development service to create, collaborate on, and deploy applications within Oracle Cloud. This application is developed in VBCS.
+
 2. Image Analysis with OCI AI Vision Service:
-- The AI Vision service is employed to analyse images.
+- The AI Vision service is employed to analyze images.
 - It identifies objects within the image by using advanced computer vision algorithms.
+
 3. Integration with OCI Generative AI Service:
 - The extracted object keywords are sent to the OCI Generative AI Service
+
 4. Integration with OCI AI Vision and OCI Generative AI Service using OIC:
-- Oracle Integration Cloud is used to integrate VBCS app and OCI AI Services.
+- Oracle Integration Cloud integrates the VBCS app and OCI AI Services.
+
 5. Summarization Process:
 - OCI Generative AI Service generates text using the keywords received from OCI Vision service, to create a concise summary of the image.
 
-      
-<img src="./files/AIVisionAppArch.svg>"</img>
+<img src="./files/AIVisionAppArch.svg></img>
 
-## Application Flow in Detail (VBCS, OIC, OCI Vision, OCI Generative AI Service)
-   In this application,
-      •	The File Picker action in VBCS allows the user to select the image. 
-      •	Create an integration process in Oracle Integration Cloud (OIC) to handle the communication between   VBCS and OCI Vision Service.
-      •	Pass the selected image from VBCS to OCI Vision Service to analyse the image.
-      •	OCI Vision Service analyzes the image and identifies objects within it.
-      •	The OCI Vision Service returns the detected objects (keywords) to the OIC integration process and returns the results to VBCS.
+# Application Flow in Detail (VBCS, OIC, OCI Vision, OCI Generative AI Service)
+
+In this application,
+-	The File Picker action in VBCS allows the user to select the image. 
+-	Create an integration process in Oracle Integration Cloud (OIC) to handle the communication between   VBCS and OCI Vision Service.
+-	Pass the selected image from VBCS to OCI Vision Service to analyze the image.
+-	OCI Vision Service analyzes the image and identifies objects within it.
+-	The OCI Vision Service returns the detected objects (keywords) to the OIC integration process and returns the results to VBCS.
 
          User (VBCS) --> (File Picker) --> |Image| --> (OIC) --> |OCI Vision Service| --> |Detected Objects| --> (OIC) --> |Result| --> (VBCS)
 
@@ -51,10 +59,10 @@ Before getting started, make sure you have the access to these services:
    <img src="./files/OIC_VisionService.jpg">
       </img>
 
-      •	User clicks the "Generate" button in the app to initiate the summary generation.
-      •	Configure the OIC integration process to invoke the GenAI service.
-      •	Pass the keywords returned by the OCI Vision Service along with any additional relevant information.
-      •	Generative AI Service processes the received keywords and generates a summary of the image content.
+-	User clicks the "Generate" button in the app to initiate the summary generation.
+-	Configure the OIC integration process to invoke the GenAI service.
+-	Pass the keywords returned by the OCI Vision Service along with any additional relevant information.
+-	Generative AI Service processes the received keywords and generates a summary of the image content.
 
          User (VBCS) --> (File Picker) --> |Image| --> (OIC) --> |OCI Vision Service| --> |Detected Keywords| --> (OIC) --> | OCI Generative AI Service  --> |Summary| --> (OIC) --> |Result| --> (VBCS)
 
@@ -66,22 +74,21 @@ Before getting started, make sure you have the access to these services:
    <img src="./files/OIC_GenerateSummary.jpg">
       </img>
 
-## Code
+# Code
       VBCS app -  ImageClassification-1.0.zip
       OIC Vision Integration - RESTVISION_01.00.0000.iar
       OIC Generate Summary - IMAGEDESCRIPTIONGENERATION_01.00.0000.iar
 
-## Conclusion
+# Conclusion
 
-In this article, we've covered how to utilise Oracle AI Vision Service features to provide a summary of an image using Geneartive AI service .  
+In this article, we've covered how to utilize Oracle AI Vision Service features to provide a summary of an image using Generative AI service.  
 Feel free to modify and expand upon this template according to your specific use case and preferences.
 
-
 # License
 
 Copyright (c) 2024 Oracle and/or its affiliates.
 
 Licensed under the Universal Permissive License (UPL), Version 1.0.
 
 See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE) for more details.
-	
+