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Merge pull request #845 from oracle-devrel/license-ai-services
ai-services-licence
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Copyright (c) 2024 Oracle and/or its affiliates.
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The Universal Permissive License (UPL), Version 1.0
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Subject to the condition set forth below, permission is hereby granted to any
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person obtaining a copy of this software, associated documentation and/or data
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(collectively the "Software"), free of charge and under any and all copyright
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rights in the Software, and any and all patent rights owned or freely
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licensable by each licensor hereunder covering either (i) the unmodified
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Software as contributed to or provided by such licensor, or (ii) the Larger
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Works (as defined below), to deal in both
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(a) the Software, and
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(b) any piece of software and/or hardware listed in the lrgrwrks.txt file if
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one is included with the Software (each a "Larger Work" to which the Software
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is contributed by such licensors),
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without restriction, including without limitation the rights to copy, create
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derivative works of, display, perform, and distribute the Software and make,
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use, sell, offer for sale, import, export, have made, and have sold the
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Software and the Larger Work(s), and to sublicense the foregoing rights on
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either these or other terms.
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This license is subject to the following condition:
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The above copyright notice and either this complete permission notice or at
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a minimum a reference to the UPL must be included in all copies or
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substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.

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

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The application is developed using Oracle VBCS, OIC , OCI AI Vision service and OCI Generative AI Service.
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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.
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<img src="./AIVisionApp.jpg>
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</img>
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<img src="./files/AIVisionApp.jpg>"</img>
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## Prerequisites
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## AI Vision and OCI Generative AI Service Integration Architecture
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1. AI Vision App using VBCS
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o 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.
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2. Image Analysis with OCI AI Vision Service:
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o The AI Vision service is employed to analyse images.
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o It identifies objects within the image by using advanced computer vision algorithms.
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3. Integration with OCI Generative AI Service:
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o The extracted object keywords are sent to the OCI Generative AI Service
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4. Integration with OCI AI Vision and OCI Generative AI Service using OIC:
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o Oracle Integration Cloud is used to integrate VBCS app and OCI AI Services.
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5. Summarization Process:
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o OCI Generative AI Service generates text using the keywords received from OCI Vision service, to create a concise summary of the image.
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- 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.
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2. Image Analysis with OCI AI Vision Service:
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- The AI Vision service is employed to analyse images.
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- It identifies objects within the image by using advanced computer vision algorithms.
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3. Integration with OCI Generative AI Service:
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- The extracted object keywords are sent to the OCI Generative AI Service
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4. Integration with OCI AI Vision and OCI Generative AI Service using OIC:
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- Oracle Integration Cloud is used to integrate VBCS app and OCI AI Services.
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5. Summarization Process:
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- OCI Generative AI Service generates text using the keywords received from OCI Vision service, to create a concise summary of the image.
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<img src="./AIVisionAppArch.svg>
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</img>
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<img src="./files/AIVisionAppArch.svg>"</img>
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## Application Flow in Detail (VBCS, OIC, OCI Vision, OCI Generative AI Service)
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In this application,
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User (VBCS) --> (File Picker) --> |Image| --> (OIC) --> |OCI Vision Service| --> |Detected Objects| --> (OIC) --> |Result| --> (VBCS)
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<img src="./VBCS_Vision.jpg">
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<img src="./files/VBCS_Vision.jpg">
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</img>
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OIC call - Invoke OCI Vision Service
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Endpoint - /actions/analyzeImage
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<img src="./OIC_VisionService.jpg">
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<img src="./files/OIC_VisionService.jpg">
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</img>
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• User clicks the "Generate" button in the app to initiate the summary generation.
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User (VBCS) --> (File Picker) --> |Image| --> (OIC) --> |OCI Vision Service| --> |Detected Keywords| --> (OIC) --> | OCI Generative AI Service --> |Summary| --> (OIC) --> |Result| --> (VBCS)
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<img src="./VBCS_GenerateSummary.jpg">
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<img src="./files/VBCS_GenerateSummary.jpg">
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</img>
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OIC call - Invoke OCI Generative AI Service
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Endpoint - /20231130/actions/generatText
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<img src="./OIC_GenerateSummary.jpg">
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<img src="./files/OIC_GenerateSummary.jpg">
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</img>
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## Code

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