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Real-Time Chat AI with Search Integration

Real-Time Chat AI with Search Integration is a 13-node automation blueprint connecting LangChain, Bright Data MCP, Google Gemini AI. Inspect its trigger, execution graph, branches, and implementation requirements.

LangChainBright Data MCPGoogle Gemini AI

Interactive system map

Follow the runtime. Inspect what supports it.

Solid horizontal paths show main-channel execution. Violet dependencies sit beneath the exact step they configure or empower.

13

Nodes

11

Links

2

Run groups

Connected tools

3 integrations

  • LangChain
  • Bright Data MCP
  • Google AI

Canvas controls

Fit wide systems, then zoom into any run group.

Real-Time Chat AI with Search Integration execution lanes2 run groups containing 13 workflow nodes and 11 visible links. Solid horizontal lines are main-channel runtime links. Violet dashed lines connect typed dependencies beneath the runtime step they support. Focus any node to inspect its immediate path.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.STARTWhen clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTMCP Client list all tools for Bright Data. integration node, mcpClient. 1 incoming and 1 outgoing connections.STEP 02MCP Client list all tools…INTEGRATIONMCPCLIENT1 IN / 1 OUTSet search query. transform node, set. 1 incoming and 1 outgoing connections.STEP 03Set search queryTRANSFORMSET1 IN / 1 OUTMCP Client Bright Data Search Tool. integration node, mcpClient. 1 incoming and 0 outgoing connections.OUTCOMEMCP Client Bright Data Se…INTEGRATIONMCPCLIENT1 IN / 0 OUTWhen chat message received. trigger node, chatTrigger. 0 incoming and 1 outgoing connections.STARTWhen chat message receivedTRIGGERCHATTRIGGER0 IN / 1 OUTAI Agent. ai node, agent. 8 incoming and 0 outgoing connections.OUTCOMEAI AgentAIAGENT8 IN / 0 OUTHTTP Request for Webhook Notification. ai node, toolHttpRequest. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1HTTP Request for Webhook …AITOOLHTTPREQUEST0 IN / 1 OUTGoogle Gemini Chat Model. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Google Gemini Chat ModelGOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTSimple Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Simple MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTMCP Client List all tools. integration node, mcpClientTool. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1MCP Client List all toolsINTEGRATIONMCPCLIENTTOOL0 IN / 1 OUTBing Search Engine for Bright Data. integration node, mcpClientTool. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Bing Search Engine for Br…INTEGRATIONMCPCLIENTTOOL0 IN / 1 OUTGoogle Search Engine for Bright Data. integration node, mcpClientTool. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Google Search Engine for …INTEGRATIONMCPCLIENTTOOL0 IN / 1 OUTYandex Search Engine for Bright Data. integration node, mcpClientTool. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Yandex Search Engine for …INTEGRATIONMCPCLIENTTOOL0 IN / 1 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.13 connected nodesEnter or click to lock · Escape to clear

Runtime breakdown

Read the execution spine before its dependencies.

Each run group separates main-channel steps from the models, tools, retrievers, and data services that support them. Start and outcome labels apply only to runtime nodes.

01

Run Group

When clicking ‘Test workflow’

3 Execution Links

  1. Start

    When clicking ‘Test workflow’

    Trigger

  2. Step 2

    MCP Client list all tools for Bright Data

    Integration

  3. Step 3

    Set search query

    Transform

  4. Outcome

    MCP Client Bright Data Search Tool

    Integration

02

Run Group

When chat message received

1 Execution Link7 Support Dependencies

  1. Start

    When chat message received

    Trigger

  2. Outcome

    AI Agent

    AI reasoning

Attached dependencies

These nodes support the runtime above; they are not additional starts or outcomes.

7 nodes

  • HTTP Request for Webhook Notification

    AI reasoning dependency

  • Google Gemini Chat Model

    AI reasoning dependency

  • Simple Memory

    AI reasoning dependency

  • MCP Client List all tools

    Integration dependency

  • Bing Search Engine for Bright Data

    Integration dependency

  • Google Search Engine for Bright Data

    Integration dependency

  • Yandex Search Engine for Bright Data

    Integration dependency

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