Discover the best way to make complex PDFs AI-ready for Retrieval-Augmented Generation, from LlamaParse to Hybrid Multimodal Parsing with Instill VDP.

The Best Way to Parse Complex PDFs for RAG: Hybrid Multimodal Parsing

Dive into Instill AI's Hacktoberfest 2024 highlights: community achievements, outstanding contributions, and the future of open-source AI development. A month-long celebration of code, collaboration, and innovation.

Hacktoberfest 2024: A Month of Open Source Magic in Review

Learn what Retrieval-Augmented Generation (RAG) is, its benefits, and how to build a Retrieval-Augmented Generation (RAG) system on Instill Cloud to assist doctors with queries related to urinary tract infections.

What is Retrieval Augmented Generation, and how to build an AI RAG system on Instill Cloud?

Discover how advanced web crawlers simplify the extraction and transformation of unstructured web data, enabling AI applications to thrive. Learn how Instill AI automates the web data ETL process for more efficient AI-driven insights.

How Web Crawlers Extract and Transform Unstructured Web Data for AI Applications

Explore Hacktoberfest 2024 with Instill AI! Learn how to participate in innovative challenges, earn points, and win exclusive rewards including Instill Swag Packages and Amazon Gift Cards

Announcing Instill AI's tentaculous Hacktoberfest 2024

A comprehensive tutorial on crafting JSON schemas, improving structured output accuracy, web scraping, and boosting the reliability of your AI-driven applications with gpt-4o and gpt-4o-mini.

Mastering OpenAI Structured Outputs for Better Data Reliability

Read about our successful collaboration with Dr. Yao-Cheng Lin's Bioinformatics and Computational Genomics group at Academia Sinica, and how it led to StomaVision, an AI tool that automates stomatal image analysis, enhancing research efficiency.

Automating Plant Phenotype Analysis with Academia Sinica

Benchmarking LLM structured output performance with OpenAI, Instructor, Marvin, BAML, TypeChat, LangChain, and how to overcome reasoning deficiencies using a multi-step Instill VDP pipeline.

The Best Way to Generate Structured Output from LLMs

Learn why unifying unstructured data and constructing high-quality knowledge bases is crucial for advanced AI solutions and how Instill Artifact simplifies, scales and streamlines this process.

Create an Augmented Data Catalog for your Unstructured Data with Instill Artifact

A step-by-step guide on how to build a basic pipeline on ☁️ Instill Cloud using OpenAI’s GPT4-Turbo to classify customer tickets and draft an email response automatically.

Build an AI Customer Support Chatbot in 10 Minutes for FREE

Learn why modularity is vital for success in the dynamic landscape of AI, and how we embrace this principle at Instill AI.

Building Better AI: How Modularity Shapes Successful AI Solutions

The May 2024 Instill AI Hackathon and Workshop in Taipei were a great success, featuring innovative AI projects and high engagement. Winners received Instill Credits, swag, and recognition, highlighting the power of Instill Cloud and fostering a vibrant community.

The Best AI Projects Revealed - Instill AI Hackathon 2024

Learn how to create and deploy models locally with 🔮 Instill Core using the ⚗️ Instill Model MLOps platform.

How to Deploy a Custom Model in 15 Min?

A Step-by-Step Tutorial for Summarizing and Asking Questions on Webpages

Discover The Logic Behind Arc Max: Boost Your Browsing with AI

A week-long global Hackathon to innovate and create applications using Instill Cloud, in joint collaboration with Numbers Protocol, with an additional local workshop in Taipei to enhance hands-on learning and real-world application of AI technology.

Join Our AI Hackathon/Workshop - Instill AI

Backed by Innovate UK, Instill AI and InfuseAI are leading the way in developing a versatile, full-stack generative AI infrastructure that’s set to revolutionize AI's capabilities across languages and industries.

Innovate UK Grants Funding to Support Our Vision for Full-Stack Generative AI Infrastructure

Step-by-step guidance to implementing Llama2-7B-Chat

Deploy Llama2-7b-Chat with One Line of Code

Guidance to LLaVA: Large Language and Vision Assistant

LLaVA: Large Language and Vision Assistant

 Instill VDP is now in Open Beta, offering a robust ETL infrastructure for versatile data processing, with plans for General Availability (GA) and a comprehensive solution for developers to securely harness AI and unstructured data.

Instill VDP Open Beta

As the month-long coding extravaganza comes to a close, we want to express our heartfelt gratitude to all participants of the Instill AI x Hacktoberfest 2023! It has been an incredible journey of collaboration, learning, and community spirit. Let's take a moment to reflect on the amazing accomplishments and recognize the outstanding contributions made during this event.

Hacktoberfest 2023: Thank You and See You Next Year

Discover the world of open-source Large Language Models (LLMs) in Instill Cloud. Access powerful AI models, ensure transparency, and build AI workflows to benchmark them with ease.

Unlocking the Power of Open-Source Large Language Models (LLMs) with Instill Model

We are celebrating Hacktoberfest 2023 with the open-source community! This blog post includes steps to participate, eligibility information, and guidelines for the Issue Resolution Hackathon and Video/Blog Tutorials Hackathon. It also provides best practices, resources, and frequently asked questions. Join the Hacktoberfest, contribute to projects, and earn Instill swag!

Celebrate Hacktoberfest 2023 with Instill AI

We build a VDP pipeline that uses the Stability AI's SDXL generation model and Numbers Protocol's blockchain technology to register your AI-generated data into Web3 assets.

From Generative AI to Blockchain: Building an AIGC x Web3 Pipeline with Instill VDP

We are announcing a $3.6M seed round led by RTP Global to boost the ML tool for unstructured data and make AI more accessible for everyone.

We Raised a $3.6M Seed Round to Build Unstructured Data Infrastructure

Versatile Data Pipeline (VDP) is the single point of unstructured data integration, where users can sync unstructured data from anywhere into centralised warehouses or applications, just like how the modern data stack handles structured data.

Introducing VDP: Open-source Unstructured Data ETL

To fix the broken value chain in the modern data stack for unstructured data, we propose integrating with a component, named unstructured data ETL. 

Missing Piece in Modern Data Stack: Unstructured Data ETL

We aim to build tools to streamline the process of distilling the value of unstructured data across all stakeholders in the modern data stack, to ultimately benefit all-size organisations.

Insights and Updates