instill-core and deprecated-core
The second is a deprecated predecessor of the first, making them sequential versions of the same tool rather than distinct alternatives or complementary projects.
About instill-core
instill-ai/instill-core
🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications
Based on the README, here's the technical summary: Instill Core provides artifact transformation (converting unstructured data like documents and images into AI-ready formats), component-based pipeline orchestration, and integrated model deployment without requiring external GPU infrastructure. The platform uses a containerized stack deployable via Docker Compose, supporting unstructured data ETL, open-source LLM hosting, and RAG pipelines through its modular component architecture and artifact processing layer.
About deprecated-core
instill-ai/deprecated-core
🔮 Instill Core contains components for supporting Instill VDP and Instill Model
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