~/talks

Lize Raes

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AI Solutions with Spring AI 2.0 and JavaJavaOne 20262026-03-17
Spring AI 2.0 (June 2026) runs on Spring Boot 4 and lets Java apps swap underlying models without code changes, supports structured outputs that map directly…
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Java for an AI World - KeynoteJavaOne 20262026-03-17
Java 26 ships March 17 with concrete runtime and AI plumbing: default guards that make final mean final via flags to warn or deny reflective mutation…
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Writing GPU-Ready AI Models in Pure Java with BabylonJfokus 20262026-02-02
Demonstrates three concrete paths: load an existing ONNX model via ONNX+Panama bindings and run it on local runtimes (CoreML on a Mac with unified memory) —…
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Next-Level Features of LangChain4j for Production-Ready AI ApplicationsIntelliJ IDEA Conf 20252025-06-03
LangChain4j 1.0 adds production features: AI services let Java interfaces return real POJOs (demo datetime extractor parsed “noon 3 days before Valentine’s Day…
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Day 1IntelliJ IDEA Conf 20252025-06-03
This day of short talks gives concrete, actionable items: IntelliJ 2025.1 ships Kotlin notebooks with built‑in CSV/dataframe support, drag‑drop Excel and the…
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Securing LLM Applications: Overcoming Security & Privacy ChallengesJCON EUROPE 20252025-05-12
Demonstrates concrete attacks and fixes: attackers use Burp Suite and path traversal to upload a modified terms document that injects a secret word vroom…
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Securing LLM-Powered Apps: Overcoming Security and Privacy ChallengesVoxxed Days Zürich 20252025-03-25
Live demos show concrete breakage: a path traversal file overwrite poisons the RAG corpus to cancel a Tesla booking, a SQL injection injects fake chat memory…
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Next-Level Features of LangChain4j for Production-Ready AI ApplicationsJfokus 20252025-02-03
LangChain4j extends to production with Quarkus integration, guardrails, observability to Grafana, and evaluation tooling; demonstrated by a drug‑discovery app…
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Securing LLM-Powered Applications: Overcoming Security and Privacy ChallengesJfokus 20252025-02-03
Shows concrete exploits and fixes: a live demo where a malicious chat entry becomes part of RAG or chat memory and causes an LLM to cancel a booking, a Burp…
Talk on
AI-Powered Development: Hands-On Techniques for Immediate ImpactDevoxx Belgium 20242024-10-07
Live demos show concrete results: ChatGPT generates realistic lab JSON and a single-file HTML/CSS/JS form that submits to localhost, and LangChain calls…
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Pushing LLMs over the Edge: Exploring the Limits of the PossibleDevoxx Belgium 20242024-10-07
Built a shopping assistant using LangChain4j and Quarkus that runs agents with tools for product selection, cart management, SQL execution and confirmation…
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Coding TomorrowVoxxed Days Brussels 20242024-05-21
Claims concrete performance wins (Native image startup up to 100x faster), hands-on Java connectivity via LChain for J, and demos that actually run: an LLM…
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Java meets AI: Build LLM-Powered Apps with LangChain4jVoxxed Days Brussels 20242024-05-21
LangChain4j brings LLM features to Java: ready-made integrations with OpenAI, Google Gemini, HuggingFace, Dall‑E, Quarkus and Spring Boot, plus an in-memory…
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Interview of Lize RaesDevoxx France 20242024-04-17
Lang chain for J provides a two-line abstraction over chat and embedding models so code swaps from OpenAI GPT-4 to local models in minutes, and demos run with…
Interview on
Java Meets AI: Integrating LLMs into Your Applications with LangChain4jDevoxx France 20242024-04-17
LangChain4j, a Java library, provides concrete glue code to connect LLM providers (OpenAI, Google Vertex, HuggingFace, and local models) to a unified Java API…
Talk in French on
Europe, Middle East & AfricaMicrosoft JDConf 20242024-03-27
LangChain4j demos connect OpenAI GPT‑3.5 with AI Services that return Java objects, call Java tools, stream tokens, and build a RAG flow using embeddings…
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Data Privacy Concerns and Solutions When using LLMs in ProductionMicrosoft JDConf 20242024-03-27
Covers concrete risks and mitigations: a demonstrated $1 car exploit and prompt‑injection attacks, real copyright lawsuit patterns, and use of LangChain4J in…
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