Automated

A Python CLI tool that reads structured data from files (CSV, JSON, Excel) and sends it to REST APIs or SQL databases via configurable templates. Ideal for ETL tasks, data migration, or batch input automation without writing boilerplate code. Features Multi-format input — read CSV, JSON, or Excel files with automatic schema detection Configurable output — POST to REST APIs or insert into PostgreSQL, MySQL, SQLite via connection string Template-based mapping — define field mappings and transformations in a YAML config file Dry-run mode — preview all operations without executing, with detailed logs Batching & rate limiting — control request concurrency and delay to avoid API throttling Usage python extract_input....

This tool processes a CSV file of contacts and generates structured JSON configurations for Make.com automation scenarios. It creates personalized email sequences, follow-up schedules, and tracking setups. Ideal for sales teams and marketers who want to automate outreach without manual Make.com scenario building. Features CSV input parsing — reads contact name, email, company, and custom fields from a CSV file Personalized sequence generation — creates multi-step email templates with merge tags for each contact Make....