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Welcome to the Instill AI Community<!-- omit in toc -->

Welcome to the Instill AI Community! We're thrilled to have you here. This repository serves as a central hub for discussing our open-source projects, raising issues, and sharing ideas. We believe in the power of community collaboration and value your contributions.

Table of Contents<!-- omit in toc -->

• Instill Core: The Open-source Orchestrator for Data, AI and Pipelines
• Instill Cloud
• No-Code/Low-Code Access
• Getting Started
• Contributing
  • Issue Guidelines
  • Code Contributions
• Community
  • Code of Conduct
  • Efficient Triage Process
  • Engage in Dynamic Discussions and Seek Support
• Contributors ✨

Instill Core: The Open-source Orchestrator for Data, AI and Pipelines

Explore Instill Core, the open-source orchestrator comprising a collection of source-available projects designed to streamline every aspect of building versatile AI features with unstructured data. Access Instill Core is straightforward, whether you opt for Instill Cloud deployment or self-hosting via Instill Core. Consult our comprehensive documentation.

Instill VDP, also known as VDP (Versatile Data Pipeline), serves as a powerful data orchestrator tailored to address unstructured data ETL challenges.

• Simplify the journey of processing unstructured data from diverse sources, including AI applications, cloud/on-prem storage, and IoT devices. Utilize AI models and embed business logic to transform raw data into meaningful insights and actionable formats. Efficiently load processed data to warehouses, applications, or other destinations.
• Build flexible, durable pipelines with features like failover, automatic retries, rate limiting, and batching to handle high-volume data straight out of the box.

Instill Model, or simply Model, an advanced ModelOps/LLMOps platform focused on empowering users to seamlessly import, serve, fine-tune, and monitor Machine Learning (ML) models for continuous optimization.

Instill Artifact, or simply Artifact, is your platform for transforming 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) of various formats into a unified AI-ready format. It ensures your data is clean, curated, and ready for extracting insights and building your knowledge base.

Instill Cloud

Not quite into self-hosting? We've got you covered with ☁️ Instill Cloud. It's a fully managed public cloud service, providing you with access to all the fantastic features of unstructured data orchestration without the burden of infrastructure management.

No-Code/Low-Code Access

To dive into Instill Core and Instill Cloud, you have a few options:

Note To access Instill Cloud, register an account with your email address.

Instill Console, or Console is a user-friendly web-based UI application that improves accessibility and usability across both Instill Core and Instill Cloud. It allows you to dive into the creation of AI apps or the processing of unstructured data without the need for coding skills.

To access the Instill Core console, please launch Instill Core and navigate to http://localhost:3000. For the Instill Cloud console, simply go to https://instill.tech.

Instill CLI enables you to access Instill Core and Instill Cloud from your terminal. It can be installed by brew install instill-ai/tap/inst for Linux and macOS. To set up and get started with Instill CLI, head over here.

Instill SDKs make it easy for developers to integrate and interact with Instill Core and Cloud.

• Python SDK
• TypeScript SDK
• Stay tuned, as more SDKs are on the way!

Getting Started

Here's how you can join the conversation and make an impact:

1. Take a look at our Changelog to gain insights into our ongoing project progress.
2. Dive into the ongoing issues to stay informed about ongoing conversations.
3. To report a bug or suggest a new feature or improvement, feel free to open an issue.

Contributing

We welcome contributions from the community! Whether you're a developer, designer, writer, or user, there are multiple ways to contribute:

Issue Guidelines

We foster a friendly and inclusive environment for issue reporting. Before creating an issue, check if it already exists. Use clear language and provide reproducible steps for bugs. Accurately tag the issue (bug, improvement, question, etc.).

Code Contributions

While this repository primarily focuses on addressing issues, we also highly value contributions to our source-available projects in the form of code. To embark on this journey of code collaboration, please refer to the Contributing Guideline in each codebase repository. Your code-driven innovations are more than welcome!

Community

Code of Conduct

We are committed to providing a respectful and welcoming atmosphere for all contributors. Please review our Code of Conduct to understand our standards.

Efficient Triage Process

We have implemented a streamlined triage process aimed at swiftly categorizing new issues and pull requests (PRs), allowing us to take prompt and appropriate actions.

Engage in Dynamic Discussions and Seek Support

Head over to our Discussions section for engaging conversations:

• General: Chat about anything related to our projects.
• Polls: Participate in community polls.
• Q&A: Seek help or ask questions; our community members and maintainers are here to assist.
• Show and Tell: Showcase projects you've created using our tools.

Alternatively, you can also join our vibrant Discord community and direct your queries to the #ask-for-help channel. We're dedicated to supporting you every step of the way!

Your voice matters, and we can't wait to hear your thoughts and contributions. Let's build an exceptional community together!

Contributors ✨

Thanks goes to these wonderful people (emoji key):

This project follows the all-contributors specification. Contributions of any kind welcome!