Tag Archives: agent

Bringing OCI Generative AI into a Java Agent with Embabel

Key Takeaways I was lucky enough to see a presentation from Rod Johnson at a meetup in New York recently. Rod is the creator of Spring, and his new project, Embabel, is fascinating. It’s a different kind of take on … Continue reading

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Four kinds of agent memory in Java with LangChain4j and Oracle AI Database

Key Takeaways     In the first article, we gave a Java agent durable semantic memory: selected facts stored in Oracle AI Database and retrieved by meaning through LangChain4j. That is a useful starting point, but most agents need more … Continue reading

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Give a Java agent durable memory with LangChain4j and Oracle AI Database

Key Takeaways I like agent memory demos that make one thing obvious: where did the memory actually go? A lot of examples keep memory in a list, a chat window, or a local object. That is fine for learning how … Continue reading

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Add real business actions to your Spring AI app with Oracle (part 3 of 4)

By the end of Episode 2, the assistant could answer policy questions from Oracle Vector Store and remember conversations across requests. That combination already felt more like a real application than a bare LLM wrapper. But it still could not … Continue reading

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Add persistent chat memory to your Spring AI chatbot with Oracle (part 2 of 4)

The first version of this application could already answer support questions against real policy data. Oracle Vector Store was retrieving the right documents before generation, and the responses were grounded in what was actually in the database rather than in … Continue reading

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Exploring Oracle’s new AI Agent Memory Python Library with OpenAI

Hi everyone! In this post, I want to show you a small but useful demo application that uses Oracle AI Agent Memory from Python. The complete code for this example is in the agent-memory repository. You can learn more about … Continue reading

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