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GenAI for Summarization - Customer Support Tickets

GenAISummarizationZendeskCustomer SupportLLMs
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Versionv1.0Latest, created on 
Nov 18, 2024 6:21 AM
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GenAI for Summarization: Customer Support Tickets

  • This workflow retrieves and parses fictitious Zendesk tickets and metainformation (e.g., id, creation date, status, priority, etc.) about the interactions between customers and support agents.

  • It prompts a local LLM via GPT4All to generates summaries of ticket conversations.

  • It formats ticket metainformation and summaries and sends it to a selected Slack user or group of users.

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

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    knime
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

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    KNIME Excel SupportTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

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    knime
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    KNIME JSON-ProcessingTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.0

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    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

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    KNIME REST Client ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

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    knime
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    KNIME ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.3

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    Slack integrationTrusted extension

    Samuel Webb

    Version 3.0.0

    swebb

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