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ai-and-app-modernisation/ai-services/ai-language/README.md

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## Reusable Assets
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- [OCI AI Language Service introduction video](https://www.youtube.com/watch?v=-t6jje8SRXU)
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- [Real-Time Outlook Email Analysis with Oracle Integration & OCI AI Language](https://youtu.be/qzyzdAZjUU0?si=moC-O47m7L1nrhqx)
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- 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
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- Explore Email Sentiment Analysis & Categorization with Oracle Cloud AI Language Service
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- Explore Email "Quick Replies" Generation with Oracle Cloud Generative AI Service (in Beta Program, limited availability)
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- Explore No-Code Integration flow into Oracle Autonomous Database & Automatic Creation of Service Tickets into Customer Service Apps, all orchestrated by Oracle Integration Cloud
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- Finally, watch live Email Classification & Analysis Dashboard with Oracle Analytics Cloud
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- [Enabling a WhatsApp Customer HelpMate using OCI Generative AI, AI Language & Integration](https://www.youtube.com/watch?v=ryo3wVB_69E)
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- 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.
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- Learn how Oracle Integration Cloud and Oracle Cloud Infrastructure (OCI) Streaming allow real-time capture of WhatsApp messages.
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# Generative AI service
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Oracle’s AI strategy is to make artificial intelligence (AI) pervasive across its cloud
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applications and cloud infrastructure. We serve business users who want to
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improve business processes and outcomes through prebuilt AI capabilities, data
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scientists and developers who want complete control to build and deploy AI
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models of any kind, and independent software vendors (ISVs) who want the
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most performant and cost-effective platform to host their AI services.
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# Table of Contents
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- [Generative AI service](#generative-ai-service)
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- [Table of Contents](#table-of-contents)
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- [Team Publications](#team-publications)
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- [Architecture Center](#architecture-center)
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- [Medium](#medium)
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- [GitHub](#github)
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- [Useful Links](#useful-links)
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- [Reusable Assets Overview](#reusable-assets-overview)
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- [License](#license)
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# Team Publications
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- [Summarize any document using Oracle Generative AI](https://www.youtube.com/watch?v=6A3KGyKy91Q)
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- [Dubai Citizen's Dream: An Oracle GenAI-Powered Oracle BOT to Answer All Your Questions (RAG on websites)](https://www.youtube.com/watch?v=5Y_k1r34Mp0)
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- [Document Chatbot with Oracle Generative AI](https://www.youtube.com/watch?v=vyJAZvYKY34)
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- [Build a knowledge search solution by implementing Retrieval Augmented Generation with Generative AI](https://www.youtube.com/watch?v=lJptksR5omo&t=1530s)
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- [Gen AI-powered document search (Generative AI with custom UI)](https://youtu.be/vyJAZvYKY34)
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- [Enabling a WhatsApp Customer HelpMate using OCI Generative AI, AI-Language & Integration](https://youtu.be/ryo3wVB_69E?si=SxSuTVawoRcbhReU)
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- 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
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- Learn how Oracle Integration Cloud and Oracle Cloud Infrastructure (OCI) Streaming allow real-time capture of WhatsApp messages.
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- All this automation using OCI Generative AI and AI Language Services APIs orchestrated by Oracle Integration Cloud (using no-code integration approach)
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- [Deploy 3rd party generative AI models to OCI](https://docs.oracle.com/en/solutions/deploy-generative-ai-to-oci/index.html#GUID-5567B1F2-4733-4D9C-B4BE-5B5429CA8C02)
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- The reference architecture shows generative AI models deployed to an OCI GPU instance for image and text generation.
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- [Running 3rd party LLMs on OCI](https://github.com/oracle-devrel/oci-generative-ai)
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- Terraform script to start a stable-diffusion, bloom, and dreambooth in compute instance using an Nvidia GPU in OCI.
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- [Generative AI in OCI](https://medium.com/oracledevs/generative-ai-in-oci-c0467e1a68f7)
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- Blog post explaining how to use generative AI models in OCI.
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- [Introduction to Oracle AI Platform](https://go.oracle.com/LP=138234?elqCampaignId=489428&src1=:so:ch:or:dg::::&SC=:so:ch:or:dg::::&pcode=WWMK230822P00010)
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- Webinar series, where you will learn about Artificial Intelligence, Oracle AI infrastructure and solutions.
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- [Oracle Generative AI Webinar](https://go.oracle.com/LP=138234?elqCampaignId=489428&src1=:so:ch:or:dg::::&SC=:so:ch:or:dg::::&pcode=WWMK230822P00010)
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- Deep dive into Oracle Generative AI platform.
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# Useful Links
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- [Oracle and Generative AI](https://docs.oracle.com/en-us/iaas/Content/Resources/Assets/whitepapers/oracle-and-generative-ai.pdf)
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- [Oracle’s generative AI strategy - blog by Greg Pavlik](https://blogs.oracle.com/ai-and-datascience/post/generative-ai-strategy)
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- [Oracle to Deliver Powerful and Secure Generative AI Services for Business](https://www.oracle.com/news/announcement/oracle-to-deliver-powerful-and-secure-generative-ai-service-for-business-2023-06-13/)
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- [The future of generative AI: What enterprises need to know | Oracle CloudWorld 2023](https://www.youtube.com/watch?v=qcHpu6WA-k8&t=3s)
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- [What is Generative AI](https://www.youtube.com/watch?v=pWNAtUwnBS8&t=3s)
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- [Pre-GA OCI Generative AI (Beta) Service Product Tour](https://www.youtube.com/watch?v=1tnTyCp3GdY)
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- [Oracle's Vision for the Future - Larry Ellison keynote Oracle Cloud World 2023](https://www.youtube.com/watch?v=63DmgBN1rSI)
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- [Generative AI on Oracle.com](https://www.oracle.com/artificial-intelligence/generative-ai/)
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- [Generative AI product documentation](https://docs.oracle.com/en-us/iaas/Content/generative-ai/home.htm)
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# License
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Copyright (c) 2023 Oracle and/or its affiliates.
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Licensed under the Universal Permissive License (UPL), Version 1.0.
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See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE) for more details.

ai-and-app-modernisation/ai-services/generative-ai-services-and-cohere/README.md

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ai-and-app-modernisation/ai-services/oracle-digital-assistant/README.md

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- [Conversational AI / Digital Assistant Approach Workshop](./oda-workshop/README.md)
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- Conversational Design Experience in short CDX
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- [Customer Experience and Digital Assistants with Boxfusion](https://videohub.oracle.com/media/Customer+Experience+and+Digital+Assistants+with+Boxfusion+07.2023/1_bj0g5h8b)
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- Learn from call center implementations to improve customer satisfaction by instant, helpful, responses.
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## Blogs
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- [Data Picker ](https://www.youtube.com/watch?v=zPmfjuYQCGg&t=49s)

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