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AI-Powered CV Chatbot Workflow

AI-Powered CV Chatbot Workflow is a 24-node automation blueprint connecting Google Drive, Pinecone, LangChain. Inspect its trigger, execution graph, branches, and implementation requirements.

Google DrivePineconeLangChainNocoDBGmail

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.

24

Nodes

20

Links

4

Run groups

Connected tools

5 integrations

  • Google Drive
  • Pinecone
  • LangChain
  • NocoDB
  • Gmail

Canvas controls

Fit wide systems, then zoom into any run group.

AI-Powered CV Chatbot Workflow execution lanes4 run groups containing 24 workflow nodes and 20 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.Google Drive - Resume CV File Created. Google Drive node, googleDriveTrigger. 0 incoming and 1 outgoing connections.STARTGoogle Drive - Resume CV …GOOGLE DRIVEGOOGLEDRIVETRIGGER0 IN / 1 OUTGoogle Drive - Resume CV File Updated. Google Drive node, googleDriveTrigger. 0 incoming and 1 outgoing connections.STARTGoogle Drive - Resume CV …GOOGLE DRIVEGOOGLEDRIVETRIGGER0 IN / 1 OUTDownload CV File From Google Drive. Google Drive node, googleDrive. 2 incoming and 1 outgoing connections.STEP 02Download CV File From Goo…GOOGLE DRIVEGOOGLEDRIVE2 IN / 1 OUTPinecone - Vector Store forr CV Content. Pinecone node, vectorStorePinecone. 3 incoming and 0 outgoing connections.OUTCOMEPinecone - Vector Store f…PINECONEVECTORSTOREPINECONE3 IN / 0 OUTCV File Data Loader. ai node, documentDefaultDataLoader. 1 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1CV File Data LoaderAIDOCUMENTDEFAULTDATALOAD1 IN / 1 OUTEmbeddings Google Gemini. Google AI node, embeddingsGoogleGemini. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Embeddings Google GeminiGOOGLE AIEMBEDDINGSGOOGLEGEMINI0 IN / 1 OUTCV content - Recursive Character Text Splitter. ai node, textSplitterRecursiveCharacterTextSplitter. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 2CV content - Recursive Ch…AITEXTSPLITTERRECURSIVECH0 IN / 1 OUTChat API - webhook. trigger node, webhook. 0 incoming and 1 outgoing connections.STARTChat API - webhookTRIGGERWEBHOOK0 IN / 1 OUTPersonal CV AI Agent Assistant. ai node, agent. 4 incoming and 1 outgoing connections.STEP 02Personal CV AI Agent Assi…AIAGENT4 IN / 1 OUTChat API Response - Webhook. trigger node, respondToWebhook. 1 incoming and 0 outgoing connections.OUTCOMEChat API Response - WebhookTRIGGERRESPONDTOWEBHOOK1 IN / 0 OUTResume lookup : Vector Store Tool. ai node, toolVectorStore. 2 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Resume lookup : Vector St…AITOOLVECTORSTORE2 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 OUTChat Memory - Window Buffer. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Chat Memory - Window Buf…AIMEMORYBUFFERWINDOW0 IN / 1 OUTResume Vector Store (Retrieval). Pinecone node, vectorStorePinecone. 1 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 2Resume Vector Store (Retr…PINECONEVECTORSTOREPINECONE1 IN / 1 OUTResume Google Gemini Chat Model (retrieval). Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 2Resume Google Gemini Chat…GOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTResume Embeddings Google Gemini (retrieval). Google AI node, embeddingsGoogleGemini. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 3Resume Embeddings Google …GOOGLE AIEMBEDDINGSGOOGLEGEMINI0 IN / 1 OUTSave Conversation API - Webhook. trigger node, webhook. 0 incoming and 1 outgoing connections.STARTSave Conversation API - W…TRIGGERWEBHOOK0 IN / 1 OUTSave Conversation - NocoDB. integration node, nocoDb. 1 incoming and 1 outgoing connections.STEP 02Save Conversation - NocoDBINTEGRATIONNOCODB1 IN / 1 OUTSave Conversation API Webhook - Response. trigger node, respondToWebhook. 1 incoming and 0 outgoing connections.OUTCOMESave Conversation API Web…TRIGGERRESPONDTOWEBHOOK1 IN / 0 OUTSchedule Trigger. trigger node, scheduleTrigger. 0 incoming and 1 outgoing connections.STARTSchedule TriggerTRIGGERSCHEDULETRIGGER0 IN / 1 OUTNocoDB - get all todays conversation. integration node, nocoDb. 1 incoming and 1 outgoing connections.STEP 02NocoDB - get all todays c…INTEGRATIONNOCODB1 IN / 1 OUTGroup Conversation By Unique Session + Email - Code. transform node, code. 1 incoming and 1 outgoing connections.STEP 03Group Conversation By Uni…TRANSFORMCODE1 IN / 1 OUTFormat HTML Display For email. integration node, html. 1 incoming and 1 outgoing connections.STEP 04Format HTML Display For …INTEGRATIONHTML1 IN / 1 OUTSend Report To Gmail. Gmail node, gmail. 1 incoming and 0 outgoing connections.OUTCOMESend Report To GmailGMAILGMAIL1 IN / 0 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.24 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

Google Drive - Resume CV File …

3 Execution Links3 Support Dependencies

  1. Start

    Google Drive - Resume CV File Created

    Trigger

    Google Drive - Resume CV File Updated

    Trigger

  2. Step 2

    Download CV File From Google Drive

    Integration

  3. Outcome

    Pinecone - Vector Store forr CV Content

    AI reasoning

Attached dependencies

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

3 nodes

  • CV File Data Loader

    AI reasoning dependency

  • CV content - Recursive Character Text Splitter

    AI reasoning dependency

  • Embeddings Google Gemini

    AI reasoning dependency

02

Run Group

Chat API Response - Webhook

2 Execution Links6 Support Dependencies

  1. Start

    Chat API - webhook

    Trigger

  2. Step 2

    Personal CV AI Agent Assistant

    AI reasoning

  3. Outcome

    Chat API Response - Webhook

    Trigger

Attached dependencies

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

6 nodes

  • Resume lookup : Vector Store Tool

    AI reasoning dependency

  • Google Gemini Chat Model

    AI reasoning dependency

  • Chat Memory - Window Buffer

    AI reasoning dependency

  • Resume Vector Store (Retrieval)

    AI reasoning dependency

  • Resume Google Gemini Chat Model (retrieval)

    AI reasoning dependency

  • Resume Embeddings Google Gemini (retrieval)

    AI reasoning dependency

03

Run Group

Save Conversation API - Webhook

2 Execution Links

  1. Start

    Save Conversation API - Webhook

    Trigger

  2. Step 2

    Save Conversation - NocoDB

    Integration

  3. Outcome

    Save Conversation API Webhook - Response

    Trigger

04

Run Group

Schedule Trigger

4 Execution Links

  1. Start

    Schedule Trigger

    Trigger

  2. Step 2

    NocoDB - get all todays conversation

    Integration

  3. Step 3

    Group Conversation By Unique Session + Email - Code

    Transform

  4. Step 4

    Format HTML Display For email

    Integration

  5. Outcome

    Send Report To Gmail

    Integration

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