oracle-ai-developer-hub

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services (by oracle-devrel)

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oracle-ai-developer-hub reviews and mentions

Posts with mentions or reviews of oracle-ai-developer-hub. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2026-01-22.
  • Engineering Agent Memory
    1 project | dev.to | 12 May 2026
    Several techniques are used to overcome this architectural limitation, and the folks at Oracle have some interesting examples. Their GitHub repo, oracle-ai-developer-hub showcases some different approaches. Through Jupyter notebooks like memory_context_engineering_agents.ipynb and RAG examples, Agent memory stops being a feature and becomes an engineering discipline.
  • Building ONNX Embedding Workflows in Oracle AI Database with Python
    1 project | dev.to | 17 Apr 2026
    Companion notebook: ONNX In-Database Embeddings with Oracle AI Database 26ai
  • A Practical Guide to Choosing the Right Memory Substrate for Your AI Agents
    1 project | dev.to | 16 Apr 2026
    This aligns with the "find first, read second" philosophy: locate what you need without loading everything upfront. For readers interested in maximum performance, the full notebook also includes a grep_files_os_based variant that shells out to ripgrep or grep, leveraging OS-level optimizations like memory-mapped I/O and SIMD instructions. In practice, this pattern (“search first, then read a range”) is one reason filesystem agents can feel surprisingly strong on focused corpora: the agent iteratively narrows the context instead of relying on a single-shot retrieval query.
  • Build a Scalable Multi-Agent RAG System with A2A Protocol, Oracle AI Database and LangChain
    3 projects | dev.to | 22 Jan 2026
    git clone https://github.com/oracle-devrel/oracle-ai-developer-hub.git cd oracle-ai-developer-hub/apps/agentic_rag pip install -r requirements.txt # Includes docling, trafilatura, oracledb, fastapi, gradio, ollama and langchain-oracledb
  • A note from our sponsor - SaaSHub
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