{
  "openruna_format": "flow-graph-v1",
  "title": "Slack AI Chatbot with RAG for company staff",
  "slug": "slack-ai-chatbot-with-rag-for-company-staff",
  "source_filename": "1643_Slack_Manual_Automate_Webhook.json",
  "nodes": [
    {
      "id": "AI Agent",
      "name": "AI Agent",
      "integration": "@n8n/n8n-nodes-langchain.agent",
      "kind": "action"
    },
    {
      "id": "Simple Memory",
      "name": "Simple Memory",
      "integration": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "kind": "action"
    },
    {
      "id": "Embeddings OpenAI1",
      "name": "Embeddings OpenAI1",
      "integration": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "kind": "action"
    },
    {
      "id": "RAG",
      "name": "RAG",
      "integration": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "kind": "action"
    },
    {
      "id": "Calculator",
      "name": "Calculator",
      "integration": "@n8n/n8n-nodes-langchain.toolCalculator",
      "kind": "action"
    },
    {
      "id": "Get message",
      "name": "Get message",
      "integration": "slack",
      "kind": "trigger"
    },
    {
      "id": "Send message",
      "name": "Send message",
      "integration": "slack",
      "kind": "action"
    },
    {
      "id": "When clicking ‘Test workflow’",
      "name": "When clicking ‘Test workflow’",
      "integration": "manual",
      "kind": "trigger"
    },
    {
      "id": "Create collection",
      "name": "Create collection",
      "integration": "httpRequest",
      "kind": "action"
    },
    {
      "id": "Refresh collection",
      "name": "Refresh collection",
      "integration": "httpRequest",
      "kind": "action"
    },
    {
      "id": "Get folder",
      "name": "Get folder",
      "integration": "googleDrive",
      "kind": "action"
    },
    {
      "id": "Download Files",
      "name": "Download Files",
      "integration": "googleDrive",
      "kind": "action"
    },
    {
      "id": "Default Data Loader",
      "name": "Default Data Loader",
      "integration": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "kind": "action"
    },
    {
      "id": "Token Splitter",
      "name": "Token Splitter",
      "integration": "@n8n/n8n-nodes-langchain.textSplitterTokenSplitter",
      "kind": "action"
    },
    {
      "id": "Qdrant Vector Store1",
      "name": "Qdrant Vector Store1",
      "integration": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "kind": "action"
    },
    {
      "id": "Embeddings OpenAI2",
      "name": "Embeddings OpenAI2",
      "integration": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "kind": "action"
    },
    {
      "id": "Anthropic Chat Model",
      "name": "Anthropic Chat Model",
      "integration": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
      "kind": "action"
    }
  ],
  "edges": [
    {
      "from": "AI Agent",
      "to": "Send message"
    },
    {
      "from": "Get folder",
      "to": "Download Files"
    },
    {
      "from": "Get message",
      "to": "AI Agent"
    },
    {
      "from": "Download Files",
      "to": "Qdrant Vector Store1"
    },
    {
      "from": "Refresh collection",
      "to": "Get folder"
    },
    {
      "from": "When clicking ‘Test workflow’",
      "to": "Create collection"
    },
    {
      "from": "When clicking ‘Test workflow’",
      "to": "Refresh collection"
    }
  ]
}