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Copy file name to clipboardExpand all lines: ai-and-app-modernisation/ai-services/generative-ai-service/README.md
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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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Oracle’s AI strategy is to make artificial intelligence (AI) pervasive across its cloud applications and cloud infrastructure. We serve business users who want to improve business processes and outcomes through prebuilt AI capabilities, data scientists and developers who want complete control to build and deploy AI models of any kind, and independent software vendors (ISVs) who want the most performant and cost-effective platform to host their AI services.
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Reviewed: 30.01.2024
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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 AILanguage to uncover overall sentiment and set service ticket severity for negative Whatsapp messages, automatically classify Customer Service tickets through OCI AILanguage custom text classification and aspect-based sentiment analysis (ABSA) services
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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 AILanguage Services APIs orchestrated by Oracle Integration Cloud (using a no-code integration approach)
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- All this automation using OCI Generative AI and AI-Language Services APIs orchestrated by Oracle Integration Cloud (using a 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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# Useful Links
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-[Navigating the frontier: Key considerations for developing a generative AI integration strategy for the enterprise](https://blogs.oracle.com/ai-and-datascience/post/considerations-generative-ai-integration-strategy)
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-[The Future of Generative AI: What Enterprises Need to Know](https://blogs.oracle.com/ai-and-datascience/post/future-generative-ai-what-enterprises-need-to-know)
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-[Announcing the general availability of OCI Generative AI](https://blogs.oracle.com/ai-and-datascience/post/ga-oci-generative-ai)
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-[Oracle Embeds Generative AI Across the Technology Stack to Enable Enterprise AI Adoption at Scale](https://www.oracle.com/news/announcement/oracle-announces-availability-oci-generative-ai-service-2024-01-23/)
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-[Implement Oracle Cloud Infrastructure Generative AI based on Cohere Large Language Model - Blog & Architecture](https://docs.oracle.com/en/solutions/oci-generative-ai-llm/index.html#GUID-76987F35-F646-40CF-9CF2-42724BA57191)
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-[Generative AI Chatbot using LLaMA-2, Qdrant, RAG, LangChain & Streamlit](https://blogs.oracle.com/ai-and-datascience/post/ai-chatbot-llama2-qdrant-rag-langchain-streamlit)
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-[Developing AI applications with OCI Generative AI and LangChain](https://blogs.oracle.com/ai-and-datascience/post/developing-ai-apps-oci-generative-ai-langchain)
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-[Guide to prompt engineering: Translating natural language to SQL with Llama 2](https://blogs.oracle.com/ai-and-datascience/post/prompt-engineering-natural-language-sql-llama2)
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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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-[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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