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Scheduling workflows (table incremental refresh) to run every 15 minutes
Customer has a requirement to schedule batch update of a AIDP delta table to run every 30 minutes. The standard Unix Cron job format should be supported, which is Use the following cron expression: */30 * * * * However this is not working. Please consider supporting standard expression for Cron jobs.
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Ai for civil engineers
ThaThat is an ai that when you give the dimensions of any land and you tell the requirements then it gives the plan of the building that is my idea
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Audit Log - Download Option
Currently administrators are able to view activity within the platform, such as SCHEMA and CATALOG creation COMPUTE, WORKSPACE_FILE updates etc, but are currently unable to export these audit logs. Having functionality to export audit logs would significantly improve transparency, governance, and troubleshooting…
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Ability to Collapse "Navigation" and "Recent" Panels in Notebooks
Currently, by default, AI Data Platform is presented in 3 panels (Navigation, Recent, Platform). These panels remain visible even when a user is actively working inside a Notebook. This can limit the available workspace and make it harder to focus, especially on smaller screens. It would be great to add the ability to…
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Use Case Driven Model Guidance
Problem AI Data Platform currently exposes multiple foundation models (e.g. OpenAI, Cohere, Meta Llama), but users are largely left to determine which model is most appropriate for a given task. This can lead users to follow a trial-and-error approach, resulting in inconsistent results and unnecessary cost. Model selection…
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Integrate Oracle Analytics in the UI/UX of AIDP for better productivity
Use Case: as of now, I need to logon into AIDP, create dataset, use data sharing and then logon into Oracle Analytics Cloud to create visualizations. It would be good to directly integrate the catalog of Oracle Analytics or DV directly inside the AIDP. The benefits are: Seamless integration, faster to access catalog items,…
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DBCS operating system fleet patching
OCI provides the ability to perform Fleet Patching for multiple assets including Grid Infrastructure, Oracle RAC, single instance DB's, and Exadata. One key item that is missing is the ability to fleet patch DBCS operating systems. We have multiple DBCS environments in 2 tenancies and it would be great if we could patch…
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Need more OOTB workbooks on AR especially aging
We use FDI for finance analytics. Its surprising that there is only one predefined workbook for AR - AR transaction activity analysis (and there is customer collections). Given that receivables, collections, AR aging are amongst the most important uses of FDI we need OOTB workbooks. While the Overview folder has payables,…
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Oracle APEX Integration with Oracle AI Data Platform for Building AI-Powered Applications
Organizations increasingly want to build AI-enabled enterprise applications using Oracle AI Data Platform for data processing, model development, and AI pipelines. At the same time, many developers use Oracle APEX as a low-code platform to quickly build business applications. Currently, integrating Oracle APEX applications…
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Availability of all Fusion Sourcing BICC Extract PVO for FDI Sourcing
As per Oracle recommendation we need to use only BICC extract PVO for FDI Augmentation - Currently we do not have BICC Extract PVO for all Fusion Sourcing and Negotiation tables for FDI Augmentation. Customers need a precise list of BICC Extract PVO for all Modules and ETA for the same to customize as per Business needs
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Data flow should support AIDP standard catalog access
Overview Oracle AIDP provides a managed Spark runtime and a standard catalog for organizing enterprise data assets such as tables and volumes. Oracle Data Flow, in contrast, operates as an ephemeral job cluster that spins up Spark resources on demand to execute customer workloads. Today, Data Flow jobs cannot leverage the…
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Support OCI DevOps integration for CI/CD in Oracle AI Data Platform
With Git support now planned for AIDP, as referenced here: https://community.oracle.com/products/oracleanalytics/discussion/27407/git-support , the next logical step is OCI DevOps integration so teams can implement full CI/CD for AIDP assets and configurations. This should include support for source-triggered build…
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Equivalent of DBMS_SHARE APIs for AIDP's delta sharing functionality
Within ADW extensive programmatic APIs exist to support management and creation of shares through the DBMS_SHARE API DBMS_SHARE Package. This allows you to utilize things like APEX, or ORDS, to expose the management of shares to applications and extensions. Having similar functionality would facilitate automation and…
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Preview feature for excel, csv, text files in Volumes, Tables
It will be good if we can preview the file within the UI interface if the file format is in excel, csv, text files in Volumes, Tables
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Support DDLs in External Catalogs
Currently, in order to write data to an external catalog configured in AIDP, there needs to be a pre-existing table defined in the target database (i.e. DDL operations are not supported in configured external catalogs through spark API). This creates some inefficiencies in managing your gold layer, since some type of step…
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AI Workflow Marketplace for Oracle AI Data Platform
Description Introduce a marketplace within the AI Data Platform where users can share and access reusable workflows such as data pipelines, MLOps templates and agent configurations. Include ratings, versioning and Oracle-certified options for quick deployment. Business Value Speeds up delivery by reusing proven workflows,…
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Support Delta Share Consumption Configurable as a Managed Catalog Schema
Currently the primary way to consume a Delta Share in AIDP is to install the Delta Sharing python package and work with the Python delta share API in python based notebooks. A more friendly and managed user experience would be to have the delta-share profile configured as a schema in the AIDP managed catalog. This would…
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Support view type objects in Autonomous Database based external catalogs
When creating an external catalog connected to an Autonomous Database all tables type objects are presented in the catalogue, but I do not see view type objects. Although writes can't be supported, having the ability to leverage reads of views in the external catalogue format would be extremely helpful. As a workaround we…
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Provide the ability to reset ipynb notebooks in AIDP
There doesn't appear to be a way to reset the state of a notebook in AIDP. This is important to be able to reset the state of the notebooks, especially around things like reimporting changed local modules (non-withstanding other way to handle reimports) or resetting variable states Top bar in AIDP where you would except to…
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Ctrl+Z Shortcut in Notebook Cells
Ctrl+Z shortcut doesn't appear to work in IPYNB notebook cells consistently
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Central AI Assistant indexing via Oracle AI Data Platform, with full support for local indexing
Today, the AI Assistants in Oracle Analytics Cloud (OAC) and Fusion AI Data Platform (FAIDP) require local indexing of datasets or subject areas. This indexing captures synonyms, business terms and which attributes will be indexed, but it must be configured separately in each tool, leading to duplication and inconsistent…
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Temporal Analysis enablement
Introduce a guided feature or wizard in Oracle AI Data Platform (AIDP) to simplify the configuration of Type 2 Slowly Changing Dimensions (SCDs) within the Silver layer of the medallion architecture. Currently, users can manually create Type 2 SCDs to enable temporal and point-in-time analysis, but the process requires…
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Business semantic layer for AIDP catalog that is complimentary to OAC
Business semantics (metrics, KPIs, business entities, hierarchies) currently live primarily inside downstream analytics tools such as Oracle Analytics Cloud, or are redefined separately in each consuming platform leading to a fragmentation of definitions of key metrics, no cross-platform single pane of glass for business…
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AWS S3 Access
Oracle AI Data Platform workspaces operating on a Private Network, AWS S3 access from Notebooks and Workflows currently requires manual intervention via a support ticket. Users must provide the workspace key, and the AI Data Platform team enables a temporary workaround per tenancy. Appreciate some attention towards it and…
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Allow Multiple requirements.txt files per compute
Problem Currently each compute instance can only be associated with one requirements.txt file. This limits flexibility for users working across multiple projects that require different dependencies. Switching between projects / tasks still requires manual editing of requirements.txt and file replacement (uninstall /…
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Add code cell numbering for completed notebook cells
When working in a notebook within the AI Data Platform, a cell turns white when executed. Although this indicates that the cell has completed running, it becomes difficult to track the execution order, especially in larger notebooks. This lack of visual feedback makes it easy to lose track of which cells have been executed…
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Auto Prompt Generator!
Based on the Database Table or the file selected for analysis, provide a feature that lists the questions that can be asked on the data. It should also allow the prompts to be selected and shaped further for refinement. This enables the users without detailed knowledge about the data to start with meanigful questions that…
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Support for ADMIN permission Inheritance
In Oracle AI Data Platform, ADMIN permissions do not inherit from parent objects to child objects. This results in inconsistent and confusing behavior compared to other permissions such as SELECT, READ, MODIFY, etc., which do inherit. When ADMIN is granted on a Catalog, Schema, or any parent object, the user does not…
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Git Support
The Oracle AI Data Platform doesn’t currently support Git, or any version control integration. This makes managing dependencies, automating builds, and tracking code changes a bit painful. It would be great to have native support for these so we can handle packages, code versions, and deployments more smoothly within the…
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Support UI Creation Functionality Using Streamlit, APEX, or Other Low Code UI Creator
AIDP excels as a developer and data lake platform, however there is currently no "end user" entering point directly to AIDP. The current path to allowing a user to work with data from AIDP is either through data sharing out to another front-end application or pushing a gold layer to ADW. Proposing that Streamlit should be…
