Three-Stage Intelligent Automation

Three-Stage Intelligent Automation

Research, Extract and Generate with Precision

How the Workflow Functions:

Stage 1: Research

  • Automatically fetches pending services from Google Sheets
  • Performs Google searches to locate relevant API documentation
  • Uses Apify for targeted web scraping to collect documentation content
  • Stores content in vectorized database for efficient retrieval
  • Updates progress tracking in Google Sheets

Stage 2: Extraction

  • Processes services with successful research completion
  • Queries vector database to identify products and API details
  • Uses Gemini AI to extract specific API operations
  • Records structured data for each operation

Stage 3: Generation

  • Combines extracted operations into standardized schemas
  • Groups related APIs logically
  • Uploads completed schemas to Google Drive
  • Updates tracking sheet with file locations and completion status