instill-core and deprecated-model
Core provides the full-stack infrastructure for AI orchestration while Model offers specialized components for model orchestration specifically, making them complements that work together within the same platform.
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-model
instill-ai/deprecated-model
⚗️ Instill Model contains components for AI model orchestration
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