https://javapro-en.svenruppert.com/authors/vishal-shanbhag/Recent content in Vishal Shanbhag on JAVAPRO InternationalHugoen-USTue, 10 Mar 2026 07:00:01 +0000https://javapro-en.svenruppert.com/bridging-java-and-python-for-ai-ml-in-production-the-case-for-graalpy-on-graalvm/Tue, 10 Mar 2026 07:00:01 +0000https://javapro-en.svenruppert.com/bridging-java-and-python-for-ai-ml-in-production-the-case-for-graalpy-on-graalvm/<p><figure class="post-figure"> <img src="https://javapro-en.svenruppert.com/uploads/2025/08/JavaWithAFlavourofPy.png" alt="" loading="lazy" decoding="async"> </figure> </p> <p>Java with a dash of Python</p> <h3 id="abstract">Abstract</h3> <p>In the Java stack, tapping into Python’s powerhouse of NLP and AI/ML libraries often means messy inter-process plumbing—until <strong>GraalPy</strong> changed the game. With GraalVM&rsquo;s Python runtime embedded directly in your JVM, you can import and run Python libraries like <strong>TextBlob</strong> for sentiment analysis straight from Java. This approach offers a viable alternative for the more complex solutions, such as HTTP, gRPC, or subprocesses.</p>