oracle-ai-developer-hub

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services

24 articles 944 View on GitHub ↗
24 articles
How to Integrate Multicloud Providers (AWS, Azure, Google) with Oracle AI Database: A Complete Guide

Seamlessly integrate AWS Azure and Google Cloud with Oracle AI Database using standard protocols Run identical Python code across clouds just update connection details and auth

how-to-guide
May 10, 2026
16 Cognitive Architectures Demonstrated in the Agent Reasoning Demo

Explore 16 cognitive architectures in the Agent Reasoning Demo. Oracle AI Developer Hub transforms LLMs into specialized agents using techniques like Chain-of-Thought and MCTS.

deep-dive
May 10, 2026
How to Implement Supply Chain Tracking with In-Process Tools and MCP Server Integration

Learn to implement supply chain tracking by decorating Python functions with @tool, exposing them via an MCP server, and integrating Oracle AI Agent Memory for persistent shipment state.

how-to-guide
May 10, 2026
Best Practices for Deploying Oracle AI Applications on Kubernetes

Deploy Oracle AI applications on Kubernetes using Terraform, Kustomize, OCI Vault and CI CD for production-grade security, scalability and observability.

best-practices
May 10, 2026
How to Implement Deep Research Agents with Tavily Web Search and Oracle Memory Persistence

Implement deep research agents using Tavily web search and Oracle memory persistence. Get fresh data when needed and automatically save findings for reuse.

how-to-guide
May 10, 2026
Oracle AI Database Embedding Models: ONNX Sentence-Transformer Support

Explore Oracle AI Database's support for ONNX sentence-transformer models. Generate 384-dimensional embeddings in-database with ALL_MINILM_L12_V2 and enhance your AI applications.

deep-dive
May 10, 2026
How Property Graphs Work with Vector Search in Oracle 26ai for Connected Data

Discover how Oracle 26ai unifies property graphs and vector search. Analyze connected data with single SQL statements usingVECTOR_DISTANCE() and GRAPH_TABLE syntax for semantic similarity.

deep-dive
May 10, 2026
How to Implement Mortgage Approval Workflows with LangGraph and Persistent State in Oracle

Implement mortgage approval workflows with LangGraph and persistent state in Oracle. Ensure deterministic routing and audit trails for identity, credit, and income checks that survive crashes.

how-to-guide
May 10, 2026
Hybrid Vector + Keyword Search Performance in Oracle 26ai: Optimization Strategies

Explore hybrid vector + keyword search performance in Oracle 26ai. Discover optimization strategies using Oracle Text and HNSW indexes to minimize latency and maximize recall.

performance
May 10, 2026
How to Use MCP (Model Context Protocol) with Oracle AI Agent Memory

Learn how to use MCP Model Context Protocol with Oracle AI Agent Memory to let LLMs invoke Python functions and manage persistent cross-session context. Enhance your AI agents today!

how-to-guide
May 10, 2026
How to Build Agentic RAG with Chain of Thought Reasoning Using Oracle AI Database

Build an agentic RAG system and enhance it with Chain of Thought reasoning using Oracle AI Database as your unified vector store. Leverage OraDBVectorStore and RAGReasoningEnsemble.

how-to-guide
May 10, 2026
What Is Select AI in Oracle 26ai? Natural Language Database Queries Explained

Explore Select AI in Oracle 26ai, a powerful LLM that transforms English questions into SQL for natural language database queries, keeping data processing local.

deep-dive
May 10, 2026

Have a question about this repo?

These articles cover the highlights, but your codebase questions are specific. Give your agent direct access to the source. Share this with your agent to get started:

Share the following with your agent to get started:
curl -s "https://instagit.com/install.md"
Works with
Claude Codex Cursor VS Code OpenClaw Any MCP Client

Maintain an open-source project? Get it listed too →