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ai-and-app-modernisation/ai-services/ai-document-understanding/README.md

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# Customer Stories
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- [Trailcon Leasing: Low-code and AI for Automating Invoice Processing & Approval Workflow](https://asktom.oracle.com/pls/apex/f?p=100:551:114803500934032::::P551_INVITED,P551_CLASS_ID:N,21886)
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- [Trailcon Leasing: Low-code and AI for Automating Invoice Processing & Approval Workflow](https://www.youtube.com/watch?v=TsbNU6xdQPw)
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# License
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ai-and-app-modernisation/ai-services/generative-ai-service/README.md

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# Team Publications
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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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- [Creating a RAG (Retrieval-Augmented Generation) with Oracle Generative AI Service in just 21 lines of code](https://github.com/oracle-devrel/technology-engineering/tree/main/ai-and-app-modernisation/ai-services/generative-ai-service/rag-genai)
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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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- Blog post explaining how to use generative AI models in OCI.
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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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- [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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- [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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Copyright (c) 2021 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.
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# Oracle Digital Assistant HCM Multi Language (HCM_ML) Template
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The HCM-ML Template is a quick start to easily add multi language and Q&A to the HCM out-of-the-box skill.
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The provided documentations describes an entry-level exercise to start working with Oracle Digital Assistant using the HCM_ML template as a starting point to use the HCM SaaS skill in a multi-lingual way.
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Background
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Oracle Digital Assistant is an environment for building digital assistants, which are user interfaces driven by artificial intelligence (AI) that help users accomplish a variety of tasks in natural language conversations. Digital assistants consist of one or more skills, which are individual chatbots that are focused on specific types of tasks.
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In this lab, you will create a Multilingual HCM bot with Q&A based on the HCM_ML template. This bot will be able to:
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1. Answer questions based on the users data in Oracle Fusion HCM
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2. Answer generic questions (Q&A)
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Scope
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The HCM_ML template contains a subset of the HCM SaaS skill as a starting point:
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1. Absence balance
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2. Find co-worker details
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3. Payslip information
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See the HCM Skill Documentation Excel sheet (in zipfile) with all intents and the ones (high) already created Arabic translations for as an example.
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What do you need?
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1. Access to a paired Oracle Digital Assistant Fusion instance linked to a Universal Credits instance (see ODApaired.pdf)
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2. This document (HCM_ML template.pdf)
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3. The concierge template (ConciergeTemplate.zip)
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All the required assets are part of the zip file downloaded from GitHub.
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Disclaimer
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This is a description of an ODA template. The instruction and the example code are just examples and should be seen as a starting point of a HCM ODA skill with multi-language support. For the latest documentation on Oracle Digital Assistant always check oracle.com.
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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/folder-structure/LICENSE) for more details.

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