🤖 Oracle Gen AI + Public HCM Metadata = Limitless Insight
The Oracle HCM Intel CLI Tool is a professional-grade command-line assistant that uses your extracted HCM metadata and combines it with the capabilities of Oracle’s OCI Generative AI service (powered by Cohere) or OpenAI, or the LLM of your choice, giving you intelligent insights relative to HCM data structures. And it's all done securely and locally—no sensitive data leaves your environment.
By referencing public HCM data definitions, this project demonstrates just how powerfully Oracle Gen AI, and other AI offerings, can be applied in the enterprise to support analysts, developers, and architects with tasks such as:
- Generating SQL queries based on natural language
- Suggesting joins between key Oracle HCM tables
- Explaining and optimizing existing SQL
- Creating BI Publisher-ready templates
- Performing semantic metadata searches
🔐 Built With Practical Enterprise Needs in Mind
The tool includes features that any real-world implementation would benefit from:
- Encrypted
.envhandling using runtime secrets - Markdown output for reporting or Copilot/Teams usage
- Audit mode for logging what metadata was passed to the LLM
- Modular provider support for OpenAI or Oracle Gen AI
- Interactive prompt chaining for analysts and non-developers
It’s optimized for real users working in real environments—offering flexibility without sacrificing security or precision.
🛠️ Powered by Oracle Technology, Honoring Oracle’s Vision
This CLI tool is powered by Oracle’s own public documentation and showcases the capabilities of Oracle Cloud Infrastructure’s Generative AI platform. It's a clear example of how AI and metadata can be responsibly applied in the enterprise, especially when building tooling around Oracle’s HCM ecosystem.
💡 Oracle’s Gen AI service is the star of the show here—it brings context, comprehension, and creative query generation to the hands of business users and technical professionals alike.
Earlier this month, I introduced a Metadata Extractor CLI Tool built to programmatically parse Oracle Cloud HCM’s public documentation and extract table and view metadata into JSON format. That foundational tool—available on GitHub at oracle_hcm_metadata_extractor—has enabled this powerful second act: the Oracle HCM Intel CLI.
🧪 Get Started
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Extract metadata using: oracle_hcm_metadata_extractor
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Query and explore with: oracle_hcm_intel_cli
Whether you’re working in HCM data architecture, reporting, or support—this is your AI-powered sidekick.
I hope this project inspires others to build upon Oracle’s cloud platform and apply Generative AI responsibly. The future of enterprise tooling is intelligent, secure, and deeply integrated—and with Oracle Gen AI, that future is now.
—
Julio @ OracleSpot.net
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