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Copilot AI commented Oct 27, 2025

Comprehensive review of the AI Plugin implementation for Servoy, which adds vector embeddings and chat capabilities using langchain4j.

Critical Issues (Must Fix)

Resource Management

  • PreparedStatement leak in EmbeddingClient.embedAll() line 164 - not closed, causes resource exhaustion
  • ExecutorService never shutdown line 48 - prevents graceful application termination
  • Files list memory leak in ChatClient line 44 - never cleared between operations

Security

  • SQL injection vector in embedAll() - column names (vectorColumn, textColumns) passed unsanitized to query builder
  • Beta dependency langchain4j-pgvector:1.7.1-beta14 - production stability concerns

Configuration

  • Invalid default model in OpenAiChatBuilder line 35: "gpt-5" doesn't exist, should be "gpt-4-turbo" or "gpt-4"

High Priority Issues

  • Missing error handling in ChatClient.getUserMessage() - uncaught exceptions during file processing
  • Array bounds validation missing in EmbeddingStore.embed() - metaData/data length mismatch
  • Race condition in EmbeddingStore.search() lines 171-180 - non-atomic check-then-wait

Code Quality

  • printStackTrace() usage instead of logging framework (multiple locations)
  • Typos: repsonseresponse, NighltyNightly
  • Commented code in ApachePdfBoxDocumentParser line 62
  • No unit tests

Example Fix

// Before (resource leak)
PreparedStatement statement = connection.prepareStatement(sql, ...);
try (ResultSet rs = statement.executeQuery()) { ... }

// After
try (PreparedStatement statement = connection.prepareStatement(sql, ...);
     ResultSet rs = statement.executeQuery()) { ... }

Recommendation

Approve with changes required. Well-architected implementation with good documentation, but critical resource management and security issues must be addressed before production deployment.

Estimated fix time: 1-2 days
Risk: MEDIUM-HIGH → LOW after fixes

Warning

Firewall rules blocked me from connecting to one or more addresses (expand for details)

I tried to connect to the following addresses, but was blocked by firewall rules:

  • developer.servoy.com
    • Triggering command: /usr/lib/jvm/temurin-17-jdk-amd64/bin/java --enable-native-access=ALL-UNNAMED -classpath /usr/share/apache-maven-3.9.11/boot/plexus-classworlds-2.9.0.jar -Dclassworlds.conf=/usr/share/apache-maven-3.9.11/bin/m2.conf -Dmaven.home=/usr/share/apache-maven-3.9.11 -Dlibrary.jansi.path=/usr/share/apache-maven-3.9.11/lib/jansi-native -Dmaven.multiModuleProjectDirectory=/home/REDACTED/work/AIPlugin/AIPlugin org.codehaus.plexus.classworlds.launcher.Launcher clean compile (dns block)

If you need me to access, download, or install something from one of these locations, you can either:

Original prompt

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Copilot AI changed the title [WIP] Request for pull request review Code Review: SVY-20666 AI Plugin - Critical fixes required before merge Oct 27, 2025
Copilot AI requested a review from jcompagner October 27, 2025 10:50
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2 participants