new article by Sunitha

Author: clemnaru

ai-and-app-modernisation/ai-services/generative-ai-service/vision-genai/AIVisionApp.jpg

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+# Summarize Image using OCI AI Vision Service and OCI Generative AI Service
+
+## Introduction
+In this article, we'll explore how to summarize 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 strengths of OCI AI Vision and OCI Generative AI Service, allowing for efficient and insightful summarization of image content.                                     
+
+<img src="./AIVisionApp.jpg>
+</img>
+
+## Prerequisites
+
+Before getting started, make sure you have the access to following 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
+1. AI Vision App using VBCS
+      o	Oracle Visual Builder Cloud Service (VBCS) is a hosted environment for your application development infrastructure. It provides an open-source standards-based integration to develop, collaborate on, and deploy applications within Oracle Cloud. This application is developed in VBCS.
+2.	Image Analysis with OCI AI Vision Service:
+      o	The AI Vision service is employed to analyse images.
+      o	It identifies objects within the image using advanced computer vision algorithms.
+3.	Integration with OCI Generative AI Service:
+      o	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:
+      o	Oracle Integration Cloud is used to integrate VBCS app and OCI AI Services.
+5.	Summarization Process:
+      o	OCI Generative AI Service generate text utilizes the received keywords from OCI Vision service to generate a concise summary of the image.
+
+      
+<img src="./AIVisionAppArch.svg>
+</img>
+
+## Application Flow in Detail (VBCS, OIC, OCI Vision, OCI Generative AI)
+   In this app,
+      •	The File Picker action in VBCS allow 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.
+
+         User (VBCS) --> (File Picker) --> |Image| --> (OIC) --> |OCI Vision Service| --> |Detected Objects| --> (OIC) --> |Result| --> (VBCS)
+
+   <img src="./VBCS_Vision.jpg">
+      </img>
+
+      OIC call - Invoke OCI Vision Service
+      Endpoint - /actions/analyzeImage
+
+   <img src="./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.
+      •	GenAI 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)
+
+   <img src="./VBCS_GenerateSummary.jpg">
+      </img>
+
+      OIC call - Invoke OCI Generative AI Service
+      Endpoint - /20231130/actions/generatText
+   <img src="./OIC_GenerateSummary.jpg">
+      </img>
+
+## Conclusion
+
+In this article, we've covered how to utilise Oracle AI Vision Service features to provide summary of an image using Geneartive AI service .  
+
+Feel free to modify and expand upon this template according to your specific use case and preferences. Good luck with your article!
+
+
+# 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.