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Slack Integration

NodeKAT integrates with Slack to search messages, retrieve threads, summarize channel activity, and extract conversations into your knowledge graph for RAG.

Slack Search

Search across channels using native Slack search (with user token) or client-side channel scanning.

Thread Retrieval

Retrieve full thread context from Slack message URLs, including all replies and participant info.

Channel Summaries

Generate LLM-powered summaries for individual channels or across your entire workspace.

Knowledge Graph Extraction

Extract Slack threads on a schedule, preprocess with LLM, and ingest into FalkorDB for RAG.

To set up the Slack integration, you’ll need:

  • Slack workspace admin access (to create and install a Slack App)
  • A NodeKAT instance running and accessible
  • Outbound HTTPS access from NodeKAT to Slack API (slack.com)
  • The NodeKAT bot must be invited as a member of any channels you want to search or extract

Once you’ve created the Slack App and obtained your tokens, provide them to your NodeKAT administrator who will configure the connector.

TopicDescription
Setting Up the IntegrationCreate a Slack App, configure token scopes, install to workspace, and invite the bot to channels