Automate sales cold calling pipeline with Apify, gpt-5.6-terra, and WhatsApp
UnknownWhat this workflow does
This AI workflow has 43 nodes and runs manually, when you click “Execute workflow” (plus 5 other triggers). Along the way it connects Google Drive, Supabase Vector Store, Embeddings OpenAI and OpenAI Chat Model and 4 more.
How it runs
Trigger: Manually, when you click “Execute workflow” (plus 5 other triggers).
- Set Location (Edit Fields (Set)): sets 1 field: lokasi
- AI Agent: runs an AI agent, with model: OpenAI Chat Model; 2 tools (RAG, Leads); memory: Postgres Chat Memory
- Get Leads (Google Sheets): uses Google Sheets
- Search File (Google Drive): work with file folder
- Transform for Vector (Code): runs custom JavaScript code
- AI Agent: runs an AI agent, with model: Chat Model; 2 tools (RAG, Leads); memory: Chat Memory
- Scrape Maps (HTTP Request): calls an HTTP API (POST)
- Clean Data (Code): runs custom JavaScript code
- Get Data (Google Drive): download
- Check Existing Data (Code): runs custom JavaScript code
…plus 7 more steps. See the full node list below.
Services it uses
Before you upgrade to n8n 3.0
We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).
- Check that @devlikeapro/n8n-nodes-waha is verified or supports 3.0 (used in WAHA Trigger).
Nodes used (20)
- Google Drive
n8n-nodes-base.googleDrive - Supabase Vector Store
@n8n/n8n-nodes-langchain.vectorStoreSupabase - Embeddings OpenAI
@n8n/n8n-nodes-langchain.embeddingsOpenAi - Default Data Loader
@n8n/n8n-nodes-langchain.documentDefaultDataLoader - Recursive Character Text Splitter
@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - AI Agent
@n8n/n8n-nodes-langchain.agent - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Postgres Chat Memory
@n8n/n8n-nodes-langchain.memoryPostgresChat - Google Drive Trigger
n8n-nodes-base.googleDriveTrigger - Manual Trigger
n8n-nodes-base.manualTrigger - HTTP Request
n8n-nodes-base.httpRequest - Code
n8n-nodes-base.code - Google Sheets
n8n-nodes-base.googleSheets - Webhook
n8n-nodes-base.webhook - Google Sheets Trigger
n8n-nodes-base.googleSheetsTrigger - Waha Trigger
@devlikeapro/n8n-nodes-waha.wahaTrigger - Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - Reranker Cohere
@n8n/n8n-nodes-langchain.rerankerCohere - Edit Fields (Set)
n8n-nodes-base.set
From the author
This workflow contains community nodes that are only compatible with the self-hosted version of n8n. Cold Calling Automation - End-to-End Automated Cold Calling with Apify, RAG, and WhatsApp Cold calling without the grind. This workflow finds your prospects…