diff --git a/ai/ai-document-understanding/README.md b/ai/ai-document-understanding/README.md index 9eb3cdd18..465de4cab 100644 --- a/ai/ai-document-understanding/README.md +++ b/ai/ai-document-understanding/README.md @@ -2,7 +2,7 @@ Oracle Cloud Infrastructure (OCI) Document Understanding is an AI service that enables developers to extract text, tables, and other key data from document files through APIs and command-line interface tools. With OCI Document Understanding, you can automate tedious business processing tasks with prebuilt AI models and customize document extraction to fit your industry-specific needs. -Reviewed: 11.06.2025 +Reviewed: 22.09.2025 # Table of Contents @@ -18,39 +18,45 @@ Reviewed: 11.06.2025 - [Introduction to OCI Document Understanding](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3585) - [Search Documents stored in Object Storage using Opensearch, Generative AI, Semantic Search, RAG](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3762) - [Develop with Oracle AI and Database Services: Gen, Vision, Speech, Language, OML, Select AI, RAG and Vector](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3874&clear=RR,180&session=10041712875174) -- [Search Documents and Images stored in Object Storage using OpenSearch, AI Vision, Text Recognition](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3442) +- [Oracle Integration 3 - Build Intelligent Invoice Automation with OCI Document Understanding and OIC Decisions](https://livelabs.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=4193) +- [Automate Invoice handling using Oracle APEX and OCI Document Understanding](https://livelabs.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3948) ## GitHub +- [Enhanced Document Understanding with LLMs](https://github.com/oracle-devrel/technology-engineering/tree/main/ai/generative-ai-service/doc-understanding-and-genAI) + - A Streamlit-based app comparing and expanding on traditional Document Understanding (OCI DU) + LLM approach vs. a multimodal LLM for extracting structured data from documents (PDFs, images). This is is aimed at highlighting the strengths of each of our services and the power GenAI brings in combining these approaches for the best handling of complex documents. - [Invoice Document Processing from Gmail into ERP systems using OCI Document Understanding & Oracle Integration Cloud](https://github.com/oracle-devrel/technology-engineering/tree/main/ai/ai-document-understanding/ai-email-invoice) + - Explore how we can process invoice documents from Gmail into an ERP System in real-time using OCI Document Understanding and Oracle Integration Cloud (OIC). This solution combines a low-code approach to capture Gmail messages in real-time with Google Cloud Pub/Sub Adapter, extract invoice data with AI Document Understanding and create invoices in ERP systems using Oracle Integration Cloud ERP adapters. +- [Document Evaluation Tool using OCI Generative AI, Document Understanding & Integration Cloud](https://github.com/oracle-devrel/technology-engineering/tree/main/ai/generative-ai-service/doc-evaluation-genai) + - Explore how to make a handy tool that helps to evaluate documents using Oracle Generative AI, OCI Document Understanding, and Oracle Integration Cloud (OIC). This application combines a low-code approach to orchestrate LLM AI services and applications using Oracle Integration Cloud and Generative AI prompting techniques for tasks like document key criteria extraction, summarization, and evaluation. ## Architecture Center -- [Search documents and images stored in Object Storage using OpenSearch, OCI Vision, Text Recognition](https://docs.oracle.com/en/solutions/oci-opensearch-vision/index.html) - [Enable a Low Code Modular LLM App Engine using Oracle Integration and OCI Generative AI](https://docs.oracle.com/en/solutions/oci-generative-ai-integration/index.html) -- [Use OCI Vision + DU to extract data from images and scanned documents](https://docs.oracle.com/en/solutions/ai-vision-extract-data/index.html) +- [Process unstructured documents intelligently](https://docs.oracle.com/en/solutions/oracle-integration-process-documents-intelligently/index.html) +- [Implement an API management platform for enterprise AI models and services](https://docs.oracle.com/en/solutions/implement-ai-model-api-management/index.html) +- [Data platform - decentralized data platform](https://docs.oracle.com/en/solutions/data-platform-decentralized/index.html) # Useful Links - [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/) - [Document Understanding Oracle.com Page](https://www.oracle.com/artificial-intelligence/document-understanding/) - [Document Understanding Documentation](https://docs.oracle.com/iaas/document-understanding/document-understanding/using/home.htm) -- [Announcing OCI Document Understanding custom model support (June 14, 2023)](https://blogs.oracle.com/ai-and-datascience/post/oci-document-understanding-custom-model-support) -- [Announcing OCI Document Understanding service (December 8, 2022)](https://blogs.oracle.com/ai-and-datascience/post/announcing-oci-document-understanding-service) -- [Automate with documents using AI](https://blogs.oracle.com/ai-and-datascience/post/automate-documents-using-ai) -- [Oracle Learning YouTube Playlist - OCI Document Understanding Service](https://youtube.com/playlist?list=PLKCk3OyNwIzt1x62El9gGGeNaQr0va58c) -- [GitHub Examples](https://github.com/oracle-samples/oci-data-science-ai-samples/tree/master/labs/ai-document-understanding) +- [Other GitHub Examples](https://github.com/oracle-samples/oci-data-science-ai-samples/tree/master/labs/ai-document-understanding) ## Customer Stories - [Trailcon Leasing: Low-code and AI for Automating Invoice Processing & Approval Workflow](https://www.youtube.com/watch?v=TsbNU6xdQPw) - [Careem increases efficiency and cuts invoice process time 70% with Oracle AI](https://www.oracle.com/customers/careem-case-study/) +- [DMCC reshapes HR and enterprise operations with Oracle GenAI](https://www.oracle.com/customers/dmcc-case-study/) # Reusable Assets Overview ## Cloud Coaching - [Cloud Coaching - Boost Your Oracle AI Services](https://youtu.be/VVWTqqlIEhg) - Learn how to Develop a Multi-Chain Document Evaluation Apps with Oracle Generative AI, Document Understanding, and Integration Cloud. + - Integrate OCI AI Speech Service and Generative AI Summarization with Oracle Integration Cloud and Visual Builder + - Describe an image using OCI AI Vision, Generative AI Service and Oracle Integration - [Cloud Coaching - How to code and develop a Web (or Mobile) Application with Visual Builder that uses and leverages OCI Document Understanding Service](https://youtu.be/0oHixpA9JDc?si=3CWh0d2RpuEzzLKU) - Learn how to create applications that read, modify, and classify documents with a couple of clicks using our low code development platform and some of the OCI AI services offering @@ -67,18 +73,22 @@ Reviewed: 11.06.2025 - [Oracle AI Invoice Handling Solution](https://github.com/oracle-devrel/oci-ai-invoice-handling) - [Cloud Coaching - Low Code Modular RAG-based Knowledge Search Engine using Oracle GenAI](https://www.youtube.com/watch?v=KkVomurY_0Q) - - In this coaching session, you’ll learn how to use low-code integration with Oracle Integration Cloud to integrate and orchestrate social media channels like WhatsApp, Business channels like a Web Application built in Oracle Visual Builder, productivity channels like OCI Object Storage, local large and small language models (LLMs), and vector databases to ingest live data into the RAG-based Knowledge Search Engine store. + - In this coaching session, you’ll learn how to use low-code integration with Oracle Integration Cloud to integrate and orchestrate social media channels like WhatsApp, Business channels like a Web Application built in Oracle Visual Builder, productivity channels like OCI Object Storage, local large and small language models (LLMs), and vector databases to ingest live data into the RAG-based Knowledge Search Engine store. + - You'll use Oracle Cloud Infrastructure (OCI) Document Understanding to extract information from different document types. Leverage OCI Generative AI for document summarization, generation, and synthesis of answers to questions on documents. + - Use OCI DB Cloud Service 23AI for Document Extraction, Vector Search, and Embedding (using ONNX local models to the DB) capabilities, and apply local OCI Data Science re-ranking models for better answers from advanced RAG. -## Blogs +- [Document Processing with Oracle Content Management, Integration Cloud & AI Document Understanding](https://www.youtube.com/watch?v=vNxK7s-W8J0) + - Ingesting & indexing business documents like Contracts or Invoices into a content repository from various sources and then applying AI Document Understanding's document classification functionality as well as metadata extraction dramatically decreases manual effort for successfully processing documents for your business. Coupled with Oracle Integration Cloud's application integration capabilities that can accommodate integration flows between all services and a customer's application ecosystem, Oracle Cloud Infrastructure provides all the necessary tools to build such solutions in a low code development approach. -- [Document Evaluation Tool using OCI Generative AI, Document Understanding & Integration Cloud](https://github.com/oracle-devrel/technology-engineering/tree/main/ai/generative-ai-service/doc-evaluation-genai) - - In this article, we'll explore how to make a handy tool that helps to evaluate documents using Oracle Generative AI, OCI Document Understanding, and Oracle Integration Cloud (OIC). This application combines a low-code approach to orchestrate LLM AI services and applications using Oracle Integration Cloud and Generative AI prompting techniques for tasks like document key criteria extraction, summarization, and evaluation. +- [Integrating Oracle Digital Assistant with Document Understanding Using Oracle Integration Cloud](https://www.youtube.com/watch?v=0S6eSUNDdc8) + - Join us for an insightful webinar on enhancing Oracle Digital Assistant (ODA) by integrating Oracle Cloud Infrastructure (OCI) Document Understanding Service with the help of Oracle Integration Cloud (OIC). + - Explore how to: + - Uploading documents within ODA + - Extract key-value data using Document Understanding models + - Leverage OIC for seamless document processing -- [Create a Custom Document Understanding Model in OCI](https://blogs.oracle.com/analytics/post/create-a-custom-document-understanding-model-in-oci) - - Explore which are the steps to create custom models in Document Understanding and which models can be customized. Custom models are useful for specific business requirements, when pretrained models are not enough to solve those needs. -- [Register and Invoke Custom Document Understanding Models in Oracle Analytics Cloud](https://blogs.oracle.com/analytics/post/register-and-invoke-custom-document-understanding-models-in-oac) - - Learn about custom Document Understanding models and how to register and invoke a custom key value extraction model from OAC. +## Blogs - [OCI Document Understanding: Using OJET apps with TypeScript](https://blogs.oracle.com/developers/post/oci-document-understanding-using-ojet-apps-with-typescript) @@ -87,16 +97,16 @@ Reviewed: 11.06.2025 ## Demos & Events -- [Demo: Automate Invoice Handling - Oracle Integration Cloud & AI Document Understanding Service](https://youtu.be/k72CcNhmOjs) -- [Smarter Apps with AI, OIC partner community webcast June 2023](https://videohub.oracle.com/media/Smarter+AI+Apps+with+OIC+partner+community+webcast+June+2023-1080p30/1_m2yjnvf9) - - OCI Language and Document Understanding are cloud-based AI services for performing sophisticated text analysis and extracting data from all kinds of documents e.g. Passport, Driving License, Invoices, Receipts, etc. You can use these services to build intelligent applications by leveraging REST APIs. You can use these services to build intelligent applications by leveraging REST APIs and automating using Oracle Integration Cloud. This allows you to process unstructured text for use cases such as sentiment analysis, service ticket classification, document extraction, and more using pre-trained models or your own custom models leveraging OCI Data Labelling. -- [Document Understanding (Insurance Document) Key Value extraction demo](https://youtu.be/QsFqaRxtV1s) -- [Cloud Customer Connect - How to Train Your Oracle AI Cloud Service Model](https://community.oracle.com/customerconnect/events/604740-oci-how-to-train-your-oracle-ai-cloud-service-model) - - In this session, we demonstrate how you can use OCI AI services, to create custom models using the data labeling, vision, and document understanding service. +- [How to Use OCI Document Understanding's AI Service: Demo](https://www.youtube.com/watch?v=F3VUY3Yz324) + - Basic demo of OCI Document Understanding. - [Low-Code Modular RAG-Based Knowledge Search Engine](https://www.oracle.com/artificial-intelligence/low-code-modular-rag/) + - Use Oracle Cloud Infrastructure (OCI) Document Understanding to extract information from different document types. Leverage OCI Generative AI for document summarization, generation, and synthesis of answers. Use Oracle Base Database Service for document extraction, vector search, and embedding into the database using Open Neural Network Exchange local models and apply local OCI Data Science models for better answers from advanced RAG. - [Automate Invoice Handling with OCI Document Understanding](https://www.oracle.com/artificial-intelligence/automate-invoice-processing/) + - OCI Document Understanding and Oracle Integration to extract key information from invoices and load them into a system of records in an enterprise resource planning (ERP) system. - [Processing Invoices in Email Using OCI Document Understanding and Oracle Integration Cloud](https://www.oracle.com/artificial-intelligence/processing-invoices-in-email/) + - This project will show you how to use Oracle Cloud Infrastructure (OCI) Document Understanding and OCI Integration Services to process invoices in email, freeing up employees to handle more important tasks. - [Evaluating Documents using OCI Generative AI and OCI Document Understanding](https://www.oracle.com/artificial-intelligence/evaluating-document/) + - How to make a handy tool that helps evaluate documents using Oracle Cloud Infrastructure (OCI) Generative AI, OCI Document Understanding, and Oracle Integration Cloud. This tool can be useful in many situations: evaluating part specifications, helping check the RFP compliance in a vendor bid, or understanding what’s in a bunch of email attachments without opening each one. These are just a few examples for this powerful technology—it can be applied to any industry and is adaptable to departments including HR, procurement, marketing, customer service, and more. # License diff --git a/ai/ai-language/README.md b/ai/ai-language/README.md index 0f41c69e5..25c0b7e75 100644 --- a/ai/ai-language/README.md +++ b/ai/ai-language/README.md @@ -2,7 +2,7 @@ OCI Language is a cloud-based AI service for performing sophisticated text analysis at scale. Use this service to build intelligent applications by leveraging REST APIs and SDKs to process unstructured text for sentiment analysis, entity recognition, translation, and more. -Reviewed: 11.06.2025 +Reviewed: 22.09.2025 # Table of Contents @@ -12,14 +12,13 @@ Reviewed: 11.06.2025 # Team Publications -- [Saving the Bees using AI: One Positive Entity at a Time](https://www.linkedin.com/pulse/saving-bees-using-ai-one-positive-entity-time-ismail-syed/) +- [LinkedIn publication: Saving the Bees using AI: One Positive Entity at a Time](https://www.linkedin.com/pulse/saving-bees-using-ai-one-positive-entity-time-ismail-syed/) ## LiveLabs and Workshops - [Get started with Oracle Cloud Infrastructure Language](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=887&clear=RR,180&session=5298742340912) - [Perform Sentiment Analysis with OCI AI Language Service and OAC](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3214&clear=RR,180&session=5298742340912) -- [Deliver Immersive Conversational User Experiences with OCI AI Services](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3452&clear=RR,180&session=5298742340912) - [Develop with Oracle AI and Database Services: Gen, Vision, Speech, Language, OML, Select AI, RAG and Vector](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3874&clear=RR,180&session=10041712875174) @@ -35,30 +34,36 @@ Reviewed: 11.06.2025 - [Oracle AI Language on oracle.com](https://www.oracle.com/uk/artificial-intelligence/language/) - [Oracle AI Language documentation](https://docs.oracle.com/en-us/iaas/language/using/language.htm) - [Oracle AI Language v4.1: Enhanced accuracy, control and performance](https://blogs.oracle.com/ai-and-datascience/post/oci-language-v41) -- [Oracle AI Language v4 announcement blog 2024](https://blogs.oracle.com/ai-and-datascience/post/oci-ai-language-4-0) +- [Oracle AI Language v4 announcement blog](https://blogs.oracle.com/ai-and-datascience/post/oci-ai-language-4-0) - [Oracle AI Language v3 announcement blog](https://blogs.oracle.com/ai-and-datascience/post/announcing-the-general-availability-of-oci-language-30) -- [Oracle AI Language announcement blog 2021](https://blogs.oracle.com/ai-and-datascience/post/announcing-oci-language) +- [Oracle AI Language announcement blog](https://blogs.oracle.com/ai-and-datascience/post/announcing-oci-language) - [Getting Started with Oracle Cloud Infrastructure AI Language Service](https://www.youtube.com/watch?v=-t6jje8SRXU) -- [OCI AI Language Service introduction video](https://www.youtube.com/watch?v=-t6jje8SRXU) ## Customer Stories - [Aon improves customer experience with OCI Language service](https://www.oracle.com/customers/aon-case-study/) +- [Now Optics taps Oracle’s Artificial Intelligence for insights that improve customer experience](https://www.oracle.com/customers/now-optics-case-study/) # Reusable Assets Overview ## Cloud Coaching - [Cloud Coaching - Unlock the potential of enterprise Oracle GenAI](https://www.youtube.com/watch?v=dtvP0DU7Mdg) - During this cloud coaching session, we demonstrate how to leverage AI to revolutionize meeting interactions. Experience real-time transcription, summary generation, a chat interface and more that enhances collaboration and productivity. - [Cloud Coaching - Oracle Integration (OIC3) and AI Language Service](https://www.youtube.com/watch?v=9gDHVjwKDR8) - - The aim of this video is to show practical examples when and how to use AI Language Service - Named Entity Recognition method. + - The aim of this video is to show practical examples about when and how to use AI Language Service - Named Entity Recognition method. ## Blogs - [Customer sentiment analysis with OCI AI Language](https://blogs.oracle.com/cloud-infrastructure/post/oci-ai-language-nonenglish-language-use-case) - [Speech-to-speech translation using Oracle AI services](https://blogs.oracle.com/ai-and-datascience/post/speech-to-speech-using-ai-services) -- [How to call the OCI AI Language Service from the Oracle Integration Cloud](https://blogs.oracle.com/integration/post/how-to-call-the-oci-ai-language-service-from-oic) - [Oracle B2C Service Built-in Thread Translation](https://blogs.oracle.com/cx/post/thread-translation) ## Demos & Events +- [AI Language demo](https://youtu.be/w8vFTKp4JME) + - Demo of OCI AI Language capabilities. +- [Text Translation Using OCI Language](https://www.oracle.com/artificial-intelligence/text-translation/) + - Text translation demo using OCI AI Language. +- [Translating CSV and JSON Files with OCI Language](https://www.oracle.com/artificial-intelligence/translating-csv-and-json-files-with-oci/) + - Use Oracle Cloud Infrastructure (OCI) Language to enable the translation of specific columns in CSV files or keys in CSV and JSON documents while preserving the original structure of the files. This use case is particularly useful for localizing data files while maintaining their format and untranslated fields. - [AI Meetings: Sentiment analysis & Name Entity Recognition](https://www.oracle.com/artificial-intelligence/automate-meeting-transcriptions/) + - This solution uses Oracle Database 23ai and Oracle Cloud Infrastructure (OCI) AI Services for asynchronous audio-to-text transcription, efficient summarization, and easy transcription searches. It analyzes sentiment (is someone frustrated or happy?), reduces administrative tasks, and provides data-driven insights. - [Real-Time Outlook Email Analysis with Oracle Integration & OCI AI Language](https://youtu.be/qzyzdAZjUU0?si=moC-O47m7L1nrhqx) - Through a Live Demo you will see how Oracle Integration Cloud work seamlessly with Oracle Cloud Streaming & API Gateway for instant Outlook Messages capture via Microsoft Graph Webhooks @@ -68,18 +73,18 @@ Reviewed: 11.06.2025 - Explore No-Code Integration flow into Oracle Autonomous Database & Automatic Creation of Service Tickets into Customer Service Apps, all orchestrated by Oracle Integration Cloud - - Finally, watch live Email Classification & Analysis Dashboard with Oracle Analytics Cloud + - Live Email Classification & Analysis Dashboard with Oracle Analytics Cloud - [Enabling a WhatsApp Customer HelpMate using OCI Generative AI, AI Language & Integration](https://www.youtube.com/watch?v=ryo3wVB_69E) - Use OCI Generative AI (in pre-availability) for "Customer Service Quick Replies" Generation for Whatsapp Neutral Messages (customer questions, queries, etc.), sentence-level sentiment analysis from OCI AI Language to uncover overall sentiment and set service ticket severity for negative Whatsapp messages, automatically classify Customer Service tickets through OCI AI Language custom text classification and aspect-based sentiment analysis (ABSA) services. - Learn how Oracle Integration Cloud and Oracle Cloud Infrastructure (OCI) Streaming allow real-time capture of WhatsApp messages. - All this automation using OCI AI Services APIs orchestrated by Oracle Integration Cloud (using no-code integration approach) - [Enabling an Event-Driven, Real-Time Twitter Sentiment Analysis Dashboard Demo](https://www.youtube.com/watch?v=9hvUxLSE3Vg) + - How can you enable a real-time and event-driven sentiment analysis dashboard on top of Twitter feeds? We show how, by using an Oracle Cloud Infrastructure (OCI) Python Twitter Stream Listener, OCI Streaming (Kafka-like service), OCI AI Language Bulk Sentiment Analysis, Oracle Integration Cloud, Oracle Autonomous Database, and Oracle Analytics Cloud. See how this can keep retention and referrals high. Take part by tweeting positively and/or negatively about a specific hashtag—and see how OCI AI Language Sentiment Analysis services work in real time. - [Smarter Apps with AI, OIC partner community webcast June 2023](https://videohub.oracle.com/media/Smarter+AI+Apps+with+OIC+partner+community+webcast+June+2023-1080p30/1_m2yjnvf9) - OCI Language and Document Understanding are cloud-based AI services for performing sophisticated text analysis and extracting data from all kinds of documents e.g. Passport, Driving License, Invoices, Receipt etc. You can use these services to build intelligent applications by leveraging REST APIs. You can use these services to build intelligent applications by leveraging REST APIs and automate using Oracle Integration Cloud. This allows you to process unstructured text for use cases such as sentiment analysis, service ticket classification, document extraction, and more using pretrained models or your own custom models leveraging OCI Data Labelling. -- [AI Language demo](https://youtu.be/w8vFTKp4JME) - [AI Language - Hotel Reviews (AI Language, OAC)](https://youtu.be/pmf90oUZGH4) -- [Text Translation Using OCI Language](https://www.oracle.com/artificial-intelligence/text-translation/) -- [Translating CSV and JSON Files with OCI Language](https://www.oracle.com/artificial-intelligence/translating-csv-and-json-files-with-oci/) + - Count key words and evaluate sentiment of hotel reviews using OCI AI Language. + # License diff --git a/ai/ai-vision/README.md b/ai/ai-vision/README.md index ebc1222e1..8c9a66b20 100644 --- a/ai/ai-vision/README.md +++ b/ai/ai-vision/README.md @@ -2,7 +2,7 @@ OCI Vision is an AI service for performing deep-learning–based image analysis at scale. With prebuilt models available out of the box, developers can easily build image recognition and text recognition into their applications without machine learning (ML) expertise. For industry-specific use cases, developers can automatically train custom vision models with their own data. These models can be used to detect visual anomalies in manufacturing, organize digital media assets, and tag items in images to count products or shipments. -Reviewed: 11.06.2025 +Reviewed: 21.09.2025 # Table of Contents @@ -17,19 +17,15 @@ Reviewed: 11.06.2025 ## LiveLabs and Workshops - [AI Services: Introduction to OCI Vision](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=931&clear=RR,180&session=101189893786132) -- [Use Data Labeling Service to Create a Biomedical Image Classification Model](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3097&clear=RR,180&session=101189893786132) - [Premier League Video Analysis with Deep Learning](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3489&clear=RR,180&session=101189893786132) - [How to Use AI Vision and Drones for Inventory Management](https://go.oracle.com/LP=135420) - [Classify X-Ray Images for Pneumonia using Analytics Cloud and Vision AI Services](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3576) -- [Automate and accelerate inventory analytics](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3426) - [Develop with Oracle AI and Database Services: Gen, Vision, Speech, Language, OML, Select AI, RAG and Vector](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3874&clear=RR,180&session=10041712875174) -- [Search Documents and Images stored in Object Storage using OpenSearch, AI Vision, Text Recognition](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3442) - [Search Documents stored in Object Storage using Opensearch, Generative AI, Semantic Search, RAG](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3762) ## GitHub - [OCI object detection and image segmentation using SAM2](.ai-vision-and-sam/) - - [OCI image classification using data labeling and vision service](https://github.com/carlgira/oci-image-classification) - [OCI object detection using data labeling and vision service](https://github.com/carlgira/oci-object-detection) - [AI vision web client](https://github.com/oracle-devrel/oci-tf-vision-web-client) @@ -50,7 +46,7 @@ Reviewed: 11.06.2025 - [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/) - [Oracle AI Vision on oracle.com](https://www.oracle.com/uk/artificial-intelligence/vision/) - [Oracle AI Vision documentation](https://docs.oracle.com/en-us/iaas/vision/vision/using/home.htm) -- [Announcing OCI Vision stored video analysis general availability](https://blogs.oracle.com/ai-and-datascience/post/oci-vision-stored-video-analysis-ga) +- [(New Release) OCI Vision stream video analysis documentation and livelab](https://docs.oracle.com/en-us/iaas/Content/vision/using/video-stream-processing-top.htm) # Reusable Assets Overview @@ -92,8 +88,6 @@ Reviewed: 11.06.2025 ## Medium Posts - [Configure OCI AI Vision API Using POSTMAN](https://medium.com/@nitish.joshi_74493/configure-oci-ai-vision-api-using-postman-27dabe39a5a7) -- [Terraform script to build a web app for OCI vision service](https://medium.com/@carlgira/terraform-script-to-build-a-web-app-for-oci-vision-service-b67e88d446c1) -- [Creating Composable Analytic Applications with Oracle Visual Builder, Analytics and OCI Vision AI Services](https://medium.com/oracledevs/creating-composable-analytic-applications-with-oracle-visual-builder-analytics-and-oci-vision-ai-705236c1de07) # License