{"id":11743,"date":"2025-08-16T01:37:04","date_gmt":"2025-08-16T01:37:04","guid":{"rendered":"https:\/\/www.cogainav.com\/?post_type=listivo_listing&#038;p=11743"},"modified":"2025-08-16T01:37:04","modified_gmt":"2025-08-16T01:37:04","slug":"mage-ai","status":"publish","type":"listivo_listing","link":"https:\/\/www.cogainav.com\/fr\/inscription\/mage-ai\/","title":{"rendered":"Mage AI"},"content":{"rendered":"Mage AI slashes data-engineering grunt work with prompt-to-pipeline magic, AI cost guardrails and open-core freedom. Launch batch, streaming or dbt workflows in minutes, cut Snowflake bills 40 %, deploy anywhere from SaaS to air-gapped.\r\n\r\n\r\n\r\nMage\u2019s core differentiator is an LLM-powered \u201cPrompt-to-Pipeline\u201d engine. Users type a natural-language request\u2014e.g., \u201cIngest Stripe transactions into Snowflake, apply dbt models, and trigger a Slack alert on anomalies\u201d\u2014and Mage returns a fully orchestrated DAG in seconds. Under the hood, the system:\r\n\r\n \r\n<ul class=\"wp-block-list\">\r\n \t<li>Parses the prompt into an intermediate representation using a fine-tuned CodeLlama-34B model.<\/li>\r\n \r\n \t<li>Selects pre-built templates for sources, transformations, and destinations from a registry of 300+ connectors.<\/li>\r\n \r\n \t<li>Generates idempotent Python or SQL blocks that follow software-engineering best practices: unit tests, type hints, and data-quality assertions powered by Great Expectations.<\/li>\r\n<\/ul>\r\n \r\n\r\nThis hybrid approach delivers the speed of no-","protected":false},"author":1,"template":"","listivo_14":[434],"listivo_8605":"","listivo_8606":[""],"class_list":["post-11743","listivo_listing","type-listivo_listing","status-publish","hentry","listivo_14-ai-other-tools","listivo_8605-free-trial","listivo_8606-web"],"listivo_145":["https:\/\/www.cogainav.com\/wp-content\/uploads\/2025\/08\/Mage-AI-Magical-Data-Engineering-Workflows-.webp"],"listivo_8661":"https:\/\/www.mage.ai\/","_links":{"self":[{"href":"https:\/\/www.cogainav.com\/fr\/wp-json\/wp\/v2\/listings\/11743","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cogainav.com\/fr\/wp-json\/wp\/v2\/listings"}],"about":[{"href":"https:\/\/www.cogainav.com\/fr\/wp-json\/wp\/v2\/types\/listivo_listing"}],"author":[{"embeddable":true,"href":"https:\/\/www.cogainav.com\/fr\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":1,"href":"https:\/\/www.cogainav.com\/fr\/wp-json\/wp\/v2\/listings\/11743\/revisions"}],"predecessor-version":[{"id":11747,"href":"https:\/\/www.cogainav.com\/fr\/wp-json\/wp\/v2\/listings\/11743\/revisions\/11747"}],"wp:attachment":[{"href":"https:\/\/www.cogainav.com\/fr\/wp-json\/wp\/v2\/media?parent=11743"}],"wp:term":[{"taxonomy":"listivo_14","embeddable":true,"href":"https:\/\/www.cogainav.com\/fr\/wp-json\/wp\/v2\/listivo_14?post=11743"},{"taxonomy":"listivo_8605","embeddable":true,"href":"https:\/\/www.cogainav.com\/fr\/wp-json\/wp\/v2\/listivo_8605?post=11743"},{"taxonomy":"listivo_8606","embeddable":true,"href":"https:\/\/www.cogainav.com\/fr\/wp-json\/wp\/v2\/listivo_8606?post=11743"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}