Instill AI

Make Your Data
AI-Ready

Meet Instill Core, a source-available full-stack AI solution for tech teams—streamline your data operations and unlock the potential of unstructured data. All with one line of code.

GitHub

Docker Compose

Helm Chart

Status Quo

Building a basic RAG pipeline is easy, but preprocessing unstructured data and always retrieving highly relevant results, takes effort.

Complex Data Cleaning

80% of enterprise data is unstructured in unusable format and difficult to clean.

Broken or Rigid Data Flow

Data flows for AI can be very complex, requiring rich integrations and and customized automation.

Hallucinations in answers

Stuck with LLMs that produce inaccurate, irrelevant or even fabricated answers.

Struggling to Scale

You're bogged down by infrastructure maintenance work that has little business impact.

Expensive

It's tough to control budgets and get quick results with complex AI systems.

Fragmented Tools

Your data, models, workflows and operations are fragmented across a galaxy of tools.

Solution

The World's First Full-stack AI solution

Making your data RAG-ready out-of-the-box

GitHub Discover Stack

Make your data AI-ready

Transform Unstructured Data into AI-Ready Augmented Data Catalog

Instill Catalog easily converts documents, images, audio, and video into a unified format. It simplifies data cleaning, reduces errors, automates updates, and ensures your data is RAG-ready for AI applications. With built-in data lineage support, you can track data origins, transformations, and flows, ensuring transparency and maintaining data integrity.

Text

Image

Audio

Video

PDF

JSON

CSV

How it works

API-first & Developer-friendly

Precise Retrieval Grounded in Your Data via Simple APIs

Retrieve relevant results grounded in your data via simple APIs provided by Instill Catalog. Ideal for developers building intelligent search and Q&A services, such as AI assistants, with no deep technical expertise in LLM or RAG required.

How it works

Flexible switching of models across vendors

Switch Models Across Vendors or Run Any Open-source Model to Save Costs

Flexibly use state-of-the-art models across different vendors, or you can run any open-source AI models, automatically scale up and down, ensuring reliable compute resources without manual maintenance. Our high-performance platform serves your AI models with ease. From Setup to Scaling, We've Got Infra Covered.

Model Vendors

OpenAI

Anthropic

Cohere

Mistral AI

Hugging
Face

Instill Model

🌋LLaVa

Llama 3

Llamacode

Unstructured data ETL

Orchestrate pipelines to pre-process and transform data to keep it relevant

Fix broken data flows and improve data quality to your AI applications. Create DAGs of dependencies, connect third-party data sources, AI models, operations, and applications. Automate ETL processes to manage and orchestrate the entire pipeline in a single interface, powering your applications and business efficiently.

GCS

BigQuery

Gmail

HubSpot

Slack

See integrations

One Platform. Run Anywhere. Zero Hassle.

Forget about gluing different tools together. Our platform integrates seamlessly with your systems, making scaling your AI applications effortless. It streamlines data handling, enhances AI accuracy, continuously optimizes through monitoring, and effectively manages infrastructure. This allows you to expand your AI applications efficiently and cost-effectively. Enjoy native compatibility at every stage for hassle-free maintenance.

How it works