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Lead Qualification — LangGraph + Swytchcode

Automates lead capture and sales pipeline creation:

  1. Creates a HubSpot contact
  2. Creates a HubSpot sales opportunity (deal)

Built with LangGraph and Swytchcode.


Prerequisites

  • Python 3.9+

  • Swytchcode CLI: install with the verified script for your platform:

    npm install -g swytchcode

Setup

  1. Clone the repo:
    git clone https://github.com/swytchcodehq/Lead-Qualification-Langgraph.git
    cd Lead-Qualification-Langgraph
  2. Install dependencies:
    pip install -r requirements.txt
  3. Copy the example env file and fill in your keys:
    cp .env.example .env

Run

python main.py

Canonical IDs Used

Service Canonical ID
Hubspot hubspot.crm.contacts.create
Hubspot hubspot.crm.deals.create

Part of the Swytchcode demo collection

Runnable LangGraph + Swytchcode examples:

License

MIT. See LICENSE.

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LangGraph agent: qualify inbound leads into HubSpot contacts and deals

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