Seeknal: A CLI Tool for Data & AI/ML Pipelines with Natural Language Queries
By
Fitra Kacamarga
Lacks bite. And filling. And a copy-editor at the bakery.
Summary
Seeknal is a CLI tool for data and AI/ML engineering that allows users to define pipelines in YAML or Python, run a safe draft→dry-run→apply workflow, materialize data to PostgreSQL and Iceberg, and query data using natural language. It organizes around three core verbs: Organize (data transformation), Expose (dashboards and NL queries), and Action (insights to reports/APIs/alerts). The tool is designed for the agent-based computing world.
Key quotes
· 4 pulledDefine pipelines in YAML or Python, run a safe draft → dry-run → apply workflow
Materialize to PostgreSQL and Iceberg, and query your data in natural language
Three verbs: Organize (transform raw data, point-in-time joins, incrementals), Expose (dashboards, features, NL query), Action (insight → report → API → alert)
Built for the agent world
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