Explore Instill Core, a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications. Accessing Instill Core is straightforward, if you would like to self-host via the instill-core repository. Please consult the documentation for more details.
💧 Pipeline serves as a powerful pipeline orchestration tool tailored to address unstructured data ETL challenges.
⚗️ Model is an advanced MLOps/LLMOps platform focused on seamlessly orchestrating model serving, fine-tuning, and monitoring for persistent performance. It provides robust model orchestration capabilities, enabling efficient management and deployment of machine learning models for unstructured data ETL.
💾 Artifact orchestrates unstructured data to transform documents (e.g., HTML, PDF, CSV, PPTX, DOC), images (e.g., JPG, PNG, TIFF), audio (e.g., WAV, MP3 ) and video (e.g., MP4, MOV) into a Catalog - a unified AI-ready format. Catalog is an Augmented Data Catalog for unstructured data and AI that ensures your data is clean, curated, and prepared for all of your future AI and RAG needs.
⚙️ Component is a fundamental building block for constructing pipelines, enhancing Pipeline and unlocking limitless possibilities.
#Highlights
- 🎼 Orchestrate data, models, and pipelines to focus on fast AI iteration
- 🚀 Build AI-powered pipelines for unstructured data ETL up to 10x faster
- 🔌 Utilize pre-built components for diverse data sources, AI models, and third-party tools
- 🖱️ Deploy and serve models with standardized AI output formats
- 🌟 Use a no-code drag-and-drop builder for quick, customizable development
- 🪢 Choose between real-time (SYNC) and on-demand (ASYNC) processing
- 🧁 Enjoy a scalable API-first microservice design for an excellent developer experience
- ⚡️ Leverage high-performing Go backends
- 📊 Monitor pipeline performance with a detailed dashboard
- 🤠 Access no-/low-code interfaces, making Instill Core suitable for all AI and data practitioners
#Client Access
To access Instill Core, you have a few options:
- 📺 Instill Console
- ⌨️ Instill CLI
- 📦 Instill SDK
- Python SDK
- TypeScript SDK
- Stay tuned, as more SDKs are on the way!
#Learn More
- ⭐️ Show your support for Instill Core by giving it a star on GitHub
- 📚 Read our insightful blog
- 🚀 Visit the website for more details
#Get Support
If you need help, please head over to the instill-core repository, the central hub for discussing the projects, raising issues, and sharing your brilliant ideas.
Or, join our community on Discord to engage with fellow users and seek assistance:
- 👋 Start by introducing yourself in the #introduce-yourself channel and selecting a role in #welcome
- 🫶 Seek answers to your queries in our #ask-for-help channel
- 🙏 Provide valuable feedback in the #feedback channel
- 💎 Showcase your exciting projects in the #show-your-work channel
#Made by Instill AI
Instill AI is on a mission to make AI highly accessible to everyone. We've been hard at work developing tools that simplify the process of unlocking value from unstructured data across all layers of the modern data stack. This means that organizations of all sizes can benefit from our endeavours. For a deeper dive into our vision, check out our blog post on Why Instill AI exists.