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ai/gen-ai-agents/sql-tool/README.md

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# Creating a NL2SQL Agent on OCI
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Author: M. Gueury, A. Panda
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Reviewed: 15.10.2025
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**1. Introduction**
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- **Objective**: Step-by-step instructions for building and implementing
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- **Prepare Tool Configuration Data**
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> User must keep the table DDLs handy before creating agent. Optionally,
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> they can also prepare Table Column Descriptions, In Context Examples
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> and Custom Instructions. These can be provided to inline to the Agent
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> creation wizard. Alternately, these can be uploaded Object Storage
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> Bucket and same be used in Agent creation wizard.
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User must keep the table DDLs handy before creating agent. Optionally,
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they can also prepare Table Column Descriptions, In Context Examples
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and Custom Instructions. These can be provided to inline to the Agent
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creation wizard. Alternately, these can be uploaded Object Storage
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Bucket and same be used in Agent creation wizard.
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- **Policies**
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- Add Policies to allow above dynamic group to access resources**:**
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allow dynamic-group \<dg-name\> to read database-tools-family in
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compartment \<compartment_name\>
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allow dynamic-group \<dg-name\> to use database-tools-connections in
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compartment \<compartment_name\>
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allow dynamic-group \<dg-name\> to read secret-family in compartment
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\<compartment_name\>
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allow dynamic-group \<dg-name\> to read objects in tenancy
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````
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allow dynamic-group \<dg-name\> to read database-tools-family in
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compartment \<compartment_name\>
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allow dynamic-group \<dg-name\> to use database-tools-connections in
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compartment \<compartment_name\>
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allow dynamic-group \<dg-name\> to read secret-family in compartment
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\<compartment_name\>
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allow dynamic-group \<dg-name\> to read objects in tenancy
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````
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**3. Setting Up the OCI Environment**
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**3.1 Logging into OCI Console**
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1. Navigate to the [OCI Console](https://www.oracle.com/cloud/).
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2. <img src="./media/image2.png"
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style="width:6.34306in;height:3.30694in" />Enter your credentials
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and click **Sign In** and open Generative AI Agents service.
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<img src="./media/image2.png" style="width:6.34306in;height:3.30694in" />
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2. Enter your credential
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3. Click **Sign In** and open Generative AI Agents service.
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**4. Creating an agent**
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Message**. The **Description** field is optional.
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2. Check the box to create endpoints for the agent.
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3. <img src="./media/image3.png"
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style="width:6.94583in;height:3.29028in" />You can also
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<img src="./media/image3.png" style="width:6.94583in;height:3.29028in" />
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3. You can also
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allow to add tags to organise this resource. For more info
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check
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[this](https://docs.oracle.com/en-us/iaas/Content/Tagging/Concepts/taggingoverview.htm).
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inline, or left blank (none).
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<img src="./media/image11.png" style="width:6.5in;height:2.02917in" />
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3. <img src="./media/image12.png"
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style="width:6.91319in;height:3.10278in" />Click on next button,
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review and create an agent.
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3. Click on next button, review and create an agent.
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<img src="./media/image12.png"
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style="width:6.91319in;height:3.10278in" />
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**4. Launch chat**
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ai/oracle-digital-assistant/oda-multi-agent/README.md

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# ODA Multi-Agent samples
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Reviewed: 22.09.2025
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Author: Marc Gueury
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## Installation
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See Livelab: AI Agents with ODA: Simple Agent to advanced Multi-Agent Supervisors
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https://livelabs.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=4212
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## Import
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Please import the sample below in your ODA
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- Llm1
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- contains a agent calling tools

ai/oracle-digital-assistant/oda-pro-styled/README.md

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# ODA Pro Styled
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Review date: 17-10-2025
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Author: Ras Alungei
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🎥 **[View Demo Video](files/oda-pro-styled-demo.mp4)**
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A complete solution for creating professional, customizable chat interfaces for Oracle Digital Assistant with enterprise-grade speech recognition capabilities.
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# Private Cloud and Edge
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Reviewed: 02.12.2024
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Reviewed: 16.10.2025
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Oracle’s distributed cloud delivers the benefits of cloud with greater control and flexibility. Oracle’s distributed cloud lineup includes:
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- Public cloud: Hyperscale public cloud regions serve any size of organization, including those requiring strict EU sovereignty controls. See the full list of regions here.
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- Dedicated cloud: Customers can run all OCI cloud services in their own data centers with OCI Dedicated Region, while partners can resell OCI cloud services and customize the experience using Oracle Alloy. Oracle also operates separate U.S., UK, and Australian Government Clouds, and Isolated Cloud Regions for national security purposes. Each of these products provide a full cloud and AI stack that customers can deploy as a Sovereign Cloud.
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- Hybrid cloud: OCI delivers key cloud services on-premises via Oracle Exadata Cloud@Customer and Compute Cloud@Customer and is already managing deployments in over 60 countries. Additionally, OCI Roving Edge Infrastructure, which consists of multiple configurations of ruggedized and portable high-performance devices, helps customers leverage remote AI inferencing at the edge.
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- Multicloud: OCI is physically deployed within all the hyperscale cloud providers, including AWS, Google Cloud, and Microsoft Azure, providing low latency, natively integrated Oracle AI Database services, including Oracle Database@AWS, Oracle Database@Azure, Oracle Database@Google Cloud and Oracle HeatWave on AWS and Microsoft Azure. Oracle Interconnect for Microsoft Azure and Oracle Interconnect for Google Cloud allow customers to combine key capabilities from across clouds.
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This section focuses on Dedicated Cloud and Hybrid Cloud services.
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## Useful Links
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- [Oracle Compute Cloud@Customer on oracle.com](https://www.oracle.com/cloud/compute/cloud-at-customer/)
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- [Roving Edge Infrastructure on oracle.com](https://www.oracle.com/cloud/roving-edge-infrastructure/)
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- [Oracle Compute Cloud@Customer Isolated on oracle.com](https://www.oracle.com/cloud/compute/cloud-at-customer-isolated/)
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- [Oracle Dedicated Region on oracle.com](https://www.oracle.com/cloud/cloud-at-customer/dedicated-region/)
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- [Oracle Alloy on oracle.com](https://www.oracle.com/cloud/alloy/)
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- [Oracle Cloud Isolated Region](https://www.oracle.com/government/govcloud/isolated/)
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## License
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Copyright (c) 2025 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.
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See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE.txt) for more details.
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# Compute Cloud@Customer Isolated
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Reviewed: 16.10.2025
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Oracle Compute Cloud@Customer Isolated is a fully air-gapped, on-premises cloud solution that delivers the same comprehensive compute, GPU, storage, and networking capabilities as Oracle Compute Cloud@Customer in a highly secure and isolated environment. Designed for organizations with strict data sovereignty and regulatory requirements, it enables rapid, single-rack deployments that can scale as needed—supporting advanced AI and digital innovation while ensuring full control over data and infrastructure within customer premises.
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## Useful Links
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- [Oracle Compute Cloud@Customer Isolated on oracle.com](https://www.oracle.com/cloud/compute/cloud-at-customer-isolated/)
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- [Oracle Compute Cloud@Customer Isolated documentation](https://docs.oracle.com/en-us/iaas/compute-cloud-at-customer-isolated/c3i/home.htm)
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- [Oracle Compute Cloud@Customer Isolated datasheet](https://www.oracle.com/a/ocom/docs/cloud/oracle-cloud-at-customer-isolated-datasheet.pdf)
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## License
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Copyright (c) 2025 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.

cloud-infrastructure/private-cloud-and-edge/compute-cloud-at-customer/README.md

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# Compute Cloud@Customer
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Oracle Compute Cloud@Customer is fully managed, rack-scale infrastructure that allows organizations to use Oracle Cloud Infrastructure (OCI) Compute anywhere. It provides the benefits of cloud automation and economics in customer data centers by running OCI Compute and GPU shapes with storage and networking services on Compute Cloud@Customer. It’s the simplest way to run applications and harness the power of AI on cloud infrastructure in customer data centesr while helping address data residency, security, and low-latency connections to local resources and real-time operations.
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## Useful Links
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- [Oracle Compute Cloud@Customer on oracle.com](https://www.oracle.com/cloud/compute/cloud-at-customer/)
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- [Oracle Compute Cloud@Customer X10 datasheet](https://www.oracle.com/a/ocom/docs/oracle-cloud-at-customer-datasheet.pdf)
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- [Oracle Compute Cloud@Customer documentation](https://docs.oracle.com/en-us/iaas/compute-cloud-at-customer/ccc/home.htm)
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- [Oracle Compute Cloud@Customer datasheet](https://www.oracle.com/a/ocom/docs/oracle-cloud-at-customer-datasheet.pdf)
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## License
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# Roving Edge Infrastructure
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# Compute Cloud@Customer
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## Blogs, Press Releases, News Articles, Videos & Podcasts
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Blogs / Press Releases
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1. [Announcing EU Sovereign Operations for Oracle Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/announcing-eu-sovereign-for-oracle-compute-cloudcustomer) (20/May/2025)
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2. [Announcing Oracle GoldenGate for Oracle (BYOL) Image for Oracle Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/announcing-oracle-oracle-goldengate-for-oracle-byol-image-for-oracle-compute-cloudcustomer) (5/May/2025)
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3. [Cloud AI Resources Where You Need Them: NVIDIA L40S GPU on Oracle Compute Cloud@Customer and Oracle Private Cloud Appliance](https://blogs.oracle.com/cloud-infrastructure/post/announcing-gpu-expansion-cloud-at-customer-pca) (5/Feb/2025)
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4. [Announcing Oracle WebLogic Server for Oracle Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/announcing-oracle-weblogic-server-for-oracle-compute-cloudatcustomer) (18/Dec/2024)
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5. [Automating SR-IOV/VFIO Bond Creation on Oracle Compute Cloud@Customer and Private Cloud Appliance](https://blogs.oracle.com/oracle-systems/post/automating-sriovvfio-bond-creation-on-oracle-compute-cloudcustomer-and-private-cloud-appliance) (6/Dec/2024)
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6. [Oracle TimesTen In-Memory Database on Private Cloud Appliance and Compute Cloud at Customer](https://www.linkedin.com/pulse/oracle-timesten-in-memory-database-private-cloud-appliance-dario-vega-j0zze/) (10/Oct/2024)
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7. [Oracle recognized as a Leader for a second year in the/2024 Gartner Magic Quadrant for Distributed Hybrid Infrastructure](https://blogs.oracle.com/cloud-infrastructure/post/2024-gartner-mq-distributed-hybrid-infrastructure) (10/Oct/2024)
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8. [New capabilities at the Edge: Key takeaways from Oracle CloudWorld/2024](https://blogs.oracle.com/oracle-systems/post/new-capabilities-at-the-edge-key-takeaways-from-oracle-cloudworld-2024) (30/Sep/2024)
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9. [Oracle NoSQL Single Node Database for Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/oracle-nosql-single-node-database-for-compute-cloudcustomer) (18/Jun/2024)
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13. [Oracle Cloud for Telcos: Key Updates and Highlights](https://blogs.oracle.com/cloud-infrastructure/post/oracle-cloud-for-telcos-key-updates-highlights) (25/Feb/2024)
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14. [A Stellar/2023: Year in Review – Oracle Compute Cloud@Customer and Oracle Private Cloud Appliance](https://blogs.oracle.com/oracle-systems/post/a-stellar-2023-year-in-review-oracle-compute-cloudcustomer-and-oracle-private-cloud-appliance) (12/Jan/2024)
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15. [Oracle Named a Leader in Gartner Strategic Cloud Platform Services](https://blogs.oracle.com/cloud-infrastructure/post/gartner-strategic-cloud-platform-services-leader) (6/Dec/2023)
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16. [2023 Gartner Magic Quadrant for Distributed Hybrid Infrastructure](https://blogs.oracle.com/cloud-infrastructure/post/2023-gartner-magic-quadrant-dist-hybrid-infra) (6/Nov/2023)
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20. [Druid Software Delivers 3GPP-Compliant Enterprise Core on Oracle Cloud](https://blogs.oracle.com/cloud-infrastructure/post/druid-software-3gpp-compliant-enterprise-core) (17/Apr/2023)
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21. [Unlocking 5G with End-to-End Distributed Cloud](https://blogs.oracle.com/cloud-infrastructure/post/unlocking-5g-with-end-to-end-distributed-cloud) (21/Jun/2022)
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1. [Oracle Recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Distributed Hybrid Infrastructure](https://www.oracle.com/news/announcement/oracle-recognized-as-a-leader-in-the-2025-gartner-magic-quadrant-for-distributed-hybrid-infrastructure-2025-09-10/) (10/Sep/2025)
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2. [Introducing the Next Generation of Oracle Compute Cloud@Customer X11 and Oracle Private Cloud Appliance X11](https://blogs.oracle.com/cloud-infrastructure/post/cloudatcustomer-privatecloudappliance-x11) (7/Aug/2025)
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3. [Announcing Oracle SOA Suite (paid) Image for Oracle Compute Cloud@Customer](https://blogs.oracle.com/cloud-infrastructure/post/oracle-soa-suite-for-compute-cloud-customer) (17/Jul/2025)
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4. [Oracle Tuxedo Enterprise Image Now Available on Oracle Compute Cloud@Customer](https://blogs.oracle.com/cloud-infrastructure/post/oracle-tuxedo-image-on-compute-cloud-customer) (17/Jul/2025)
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5. [Announcing EU Sovereign Operations for Oracle Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/announcing-eu-sovereign-for-oracle-compute-cloudcustomer) (20/May/2025)
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6. [Announcing Oracle GoldenGate for Oracle (BYOL) Image for Oracle Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/announcing-oracle-oracle-goldengate-for-oracle-byol-image-for-oracle-compute-cloudcustomer) (5/May/2025)
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7. [Cloud AI Resources Where You Need Them: NVIDIA L40S GPU on Oracle Compute Cloud@Customer and Oracle Private Cloud Appliance](https://www.oracle.com/asean/news/announcement/blog/announcing-nvidia-gpu-on-oracle-compute-cloud-at-customer-2025-02-05/) (5/Feb/2025) - Announcement
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8. [Cloud AI Resources Where You Need Them: NVIDIA L40S GPU on Oracle Compute Cloud@Customer and Oracle Private Cloud Appliance](https://blogs.oracle.com/cloud-infrastructure/post/announcing-gpu-expansion-cloud-at-customer-pca) (5/Feb/2025) - Blog
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9. [Announcing Oracle WebLogic Server for Oracle Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/announcing-oracle-weblogic-server-for-oracle-compute-cloudatcustomer) (18/Dec/2024)
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10. [Automating SR-IOV/VFIO Bond Creation on Oracle Compute Cloud@Customer and Private Cloud Appliance](https://blogs.oracle.com/oracle-systems/post/automating-sriovvfio-bond-creation-on-oracle-compute-cloudcustomer-and-private-cloud-appliance) (6/Dec/2024)
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11. [Oracle TimesTen In-Memory Database on Private Cloud Appliance and Compute Cloud at Customer](https://www.linkedin.com/pulse/oracle-timesten-in-memory-database-private-cloud-appliance-dario-vega-j0zze/) (10/Oct/2024)
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12. [Oracle recognized as a Leader for a second year in the/2024 Gartner Magic Quadrant for Distributed Hybrid Infrastructure](https://blogs.oracle.com/cloud-infrastructure/post/2024-gartner-mq-distributed-hybrid-infrastructure) (10/Oct/2024)
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13. [New capabilities at the Edge: Key takeaways from Oracle CloudWorld/2024](https://blogs.oracle.com/oracle-systems/post/new-capabilities-at-the-edge-key-takeaways-from-oracle-cloudworld-2024) (30/Sep/2024)
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14. [Oracle NoSQL Single Node Database for Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/oracle-nosql-single-node-database-for-compute-cloudcustomer) (18/Jun/2024)
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15. [MySQL Enterprise Edition for Oracle Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/mysql-ee-for-oracle-compute-cloudcustomer) (11/Jun/2024)
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16. [Oracle Key Vault on Oracle Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/oracle-key-vault-on-oracle-compute-cloudcustomer) (13/May/2024)
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17. [Now available: Oracle Container Engine for Kubernetes (OKE) on Oracle Compute Cloud@Customer](https://blogs.oracle.com/oracle-systems/post/now-available-oracle-container-engine-for-kubernetesoke-on-oracle-compute-cloudcustomer) (3/Apr/2024)
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18. [Oracle Cloud for Telcos: Key Updates and Highlights](https://blogs.oracle.com/cloud-infrastructure/post/oracle-cloud-for-telcos-key-updates-highlights) (25/Feb/2024)
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19. [A Stellar/2023: Year in Review – Oracle Compute Cloud@Customer and Oracle Private Cloud Appliance](https://blogs.oracle.com/oracle-systems/post/a-stellar-2023-year-in-review-oracle-compute-cloudcustomer-and-oracle-private-cloud-appliance) (12/Jan/2024)
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20. [Oracle Named a Leader in Gartner Strategic Cloud Platform Services](https://blogs.oracle.com/cloud-infrastructure/post/gartner-strategic-cloud-platform-services-leader) (6/Dec/2023)
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21. [2023 Gartner Magic Quadrant for Distributed Hybrid Infrastructure](https://blogs.oracle.com/cloud-infrastructure/post/2023-gartner-magic-quadrant-dist-hybrid-infra) (6/Nov/2023)
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22. [Global Industry Analyst Report on Oracle Compute Cloud@Customer](https://blogs.oracle.com/cloud-infrastructure/post/global-industry-analyst-compute-cloud-customer) (9/Aug/2023)
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23. [Oracle Linux Powers Oracle Compute Cloud@Customer](https://blogs.oracle.com/linux/post/oracle-linux-powers-oracle-compute-cloud-at-customer) (9/Aug/2023)
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24. [Oracle Compute Cloud@Customer](https://blogs.oracle.com/cloud-infrastructure/post/oracle-compute-cloud-at-customer) (9/Aug/2023)
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25. [Druid Software Delivers 3GPP-Compliant Enterprise Core on Oracle Cloud](https://blogs.oracle.com/cloud-infrastructure/post/druid-software-3gpp-compliant-enterprise-core) (17/Apr/2023)
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26. [Unlocking 5G with End-to-End Distributed Cloud](https://blogs.oracle.com/cloud-infrastructure/post/unlocking-5g-with-end-to-end-distributed-cloud) (21/Jun/2022)
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27. [Compute Cloud@Customer: Hybrid Cloud Compute for Your Data Center](https://blogs.oracle.com/infrastructure/post/compute-cloud-at-customer-hybrid-cloud-compute-for-your-data-center) (13/Jun/2022)
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Copyright (c)/2025/Oracle and/or its affiliates.
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Copyright (c) 2025 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.
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See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE.txt) for more details.

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