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GenAI for Summarization - Software Bugs & Issues

GenAISummarizationLLMsJIRAIssues
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Versionv1.0Latest, created on 
Nov 18, 2024 6:24 AM
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GenAI for Summarization: Software Bugs & Issues

  • This workflow retrieves JIRA issue tickets with the highest priority for the Apache Hadoop project, and parses ticket titles, reporter, description, status, etc.

  • It prompts a local LLM via Ollama to generates ticket summaries, taking into account also comments by other reporters.

  • It writes issue summaries and other metainfo as a Parquet file into Databricks Unity File System.

External resources

  • KNIME for Generative AI
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Used extensions & nodes

Created with KNIME Analytics Platform version 5.3.3
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    KNIME AI ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.2

    knime
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

    knime
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    KNIME Column Expressions (Labs)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.0

    knime
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    KNIME Databricks IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Versions 5.3.2, 5.3.3

    knime
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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

    knime
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    KNIME Extension for Big Data File FormatsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.2

    knime
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    KNIME JSON-ProcessingTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

    knime
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    KNIME REST Client ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

    knime
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    KNIME ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

    knime

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