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instill-ai/instill-core

An end-to-end AI platform for data, model, and pipeline orchestration, offering ETL, LLM hosting, and RAG capabilities to streamline AI application development.

Core Features

AI Pipeline orchestration for building versatile AI-first APIs and automated workflows.

Comprehensive unstructured data solution including ETL processing and AI-readiness.

Open-source Large Language Model (LLM) hosting capabilities.

Integrated Retrieval Augmented Generation (RAG) features.

Component-based architecture for connecting essential building blocks.

Detailed Introduction

Instill Core is a full-stack AI infrastructure tool designed to simplify the complexities of building and deploying AI-first applications. It provides an end-to-end platform for orchestrating data, AI models, and pipelines. Key capabilities include ETL processing for unstructured data, ensuring AI-readiness, hosting open-source Large Language Models (LLMs), and integrating Retrieval Augmented Generation (RAG) features. By offering a unified solution, Instill Core aims to streamline the entire AI development lifecycle, from data preparation to model deployment and workflow automation.