Welcome to my GitHub repository where I chronicle my journey with MinIO, exploring innovative solutions and sharing insights into the integration of MinIO with various technologies. Each article aims to educate and inspire, focusing on practical applications and advanced configurations.
I'm David Cannan, a tech enthusiast and content creator specializing in DevOps, cloud storage solutions, and AI-Ops (AI driven technologies). My professional journey is marked by a passion for building robust, scalable systems and empowering the community through knowledge sharing.
Here are some highlights from my collection of articles. These pieces exemplify my approach to complex problems and demonstrate my ability to convey technical concepts effectively.
- Building and Deploying a MinIO-Powered LangChain Agent API with LangServe
Read more... - Dynamic ETL Pipeline: Hydrate AI with Web Data for MinIO and Weaviate using Unstructured-IO
Read more... - Disaster Proof MinIO with GitOps
Read more...
| No. | Title | Author | Summary | Date | Link |
|---|---|---|---|---|---|
| 16 | The Future of Hybrid Cloud Pipelines: Integrating MinIO, Tailscale, and GitHub Actions | David Cannan | Streamline your data processing capabilities, ensuring high-quality data management and secure operations. This integration not only enhances workflow automation but also leverages the advanced functionalities of MinIO and Tailscale, providing a powerful solution for modern data processing needs. | ||
| Read more... | 2024-05-24 | Link | |||
| 15 | Deploying Application Infrastructure with MinIO S3 and Tailscale VPN | David Cannan | Learn how MinIO S3 object storage and Tailscale VPN simplify deploying secure and scalable application infrastructure. This blog covers how their integration offers secure networking, streamlined access, and advanced features to serve hosted applications with Tailscale. | ||
| Read more... | 2024-05-10 | Link | |||
| 14 | Optimizing AI Data Processing with MinIO Weaviate and Langchain in Retrieval Augmented Generation (RAG) Pipelines | David Cannan | Delve into AI’s next frontier with MinIO S3 Object-Store and SDK, enhancing a Weaviate Retreival Augmented Generation (RAG) Pipeline for robust data management. Discover how to elevate efficiency in AI systems using LangChain, unlocking new dimensions in scalable AI solutions. | ||
| Read more... | 2024-04-29 | Link | |||
| 13 | Building and Deploying a MinIO-Powered LangChain Agent API with LangServe | David Cannan | Explore the exciting possibilities of leveraging MinIO and LangChain to create a robust and efficient agent capable of handling complex data processing tasks. | ||
| Read more... | 2024-04-09 | Link | |||
| 12 | MinIO Networking with Overlay Networks | David Cannan | Overlay networks enable seamless multi-host deployments for MinIO’s cloud-native S3-compatible storage solutions. Emphasizing security, scalability, and robust container networking, these technologies streamline complex cloud architectures. | ||
| Read more... | 2024-03-29 | Link | |||
| 11 | Disaster Proof MinIO with GitOps | David Cannan | When disaster strikes, the power of GitOps shines, transforming potential chaos into a choreographed comeback. Learn how strategic automation, redundancy, and Docker and GitHub integration ensure swift recovery, turning system wipes into minor setbacks. | ||
| Read more... | 2024-03-19 | Link | |||
| 10 | Powering AI/ML Innovation: Building Feature Stores with MinIO’s High-Performance Object Storage | David Cannan | MinIO’s high-performance object storage is key for AI innovation, offering scalability and integration for feature stores. Its capabilities enable seamless ML workflows, enhancing data management for AI development and deployment, impacting sectors like e-commerce and healthcare. | ||
| Read more... | 2024-03-12 | Link | |||
| 9 | Deploying MinIO with GitOps on Self-Hosted Infrastructure | David Cannan | This article unveils the synergy between MinIO and GitOps, utilizing self-hosted GitHub Actions to redefine CI/CD workflows. It emphasizes streamlined data management, security, and the efficiency of deploying scalable software. | ||
| Read more... | 2024-03-05 | Link | |||
| 8 | Dynamic ETL Pipeline: Hydrate AI with Web Data for MinIO and Weaviate using Unstructured-IO | David Cannan | Unstructured-IO, MinIO, & Weaviate redefine ETL, turning unstructured web data into actionable insights. This collaboration enhances data management, offering a robust solution for dynamic data transformation and analysis, marking a leap in how we process and leverage web-generated content. | ||
| Read more... | 2024-02-27 | Link | |||
| 7 | Developing Langchain Agents with the MinIO SDK for LLM Tool-Use | David Cannan | Explore Langchain’s LLM Tool-Use and leverage Langgraph for monitoring MinIO’s S3 Object Store. This guide walks you through developing custom conversational AI agents and creating powerful OpenAI LLM chains for efficient data management and enhanced application functionality. | ||
| Read more... | 2024-02-20 | Link | |||
| 6 | Powering AI/ML workflows with GitOps Automation | David Cannan | Explore the fusion of GitOps, MinIO, Weaviate, and Python in AI development for unparalleled automation and innovation. This combination offers a solid foundation for creating scalable, efficient, and automated AI solutions, propelling projects from concept to reality with ease. | ||
| Read more... | 2024-02-13 | Link | |||
| 5 | Backing Up Weaviate with MinIO S3 Buckets | David Cannan | Explore integrating MinIO with Weaviate using Docker Compose for AI-enhanced data management. Learn to back up Weaviate to MinIO S3 buckets, ensuring data integrity and scalability with practical Docker and Python examples. Streamline your AI-driven search and analysis with this robust setup. | ||
| Read more... | 2024-02-06 | Link | |||
| 4 | Innovating S3 Bucket Retrieval: Langchain Community S3 Loaders with OpenAI API | David Cannan | Explore the synergy of MinIO, Langchain, and OpenAI in enhancing data storage and processing. This article illustrates MinIO’s integration for efficient document summarization using Langchain and OpenAI’s GPT, revolutionizing AI and ML data handling. | ||
| Read more... | 2024-01-30 | Link | |||
| 3 | Event-Driven Architecture: MinIO Event Notification Webhooks using Flask | David Cannan | Explore deploying MinIO and Flask with Docker-compose for event-driven architecture. Master MinIO bucket events and Flask webhooks for efficient data workflows and robust applications. Dive into the synergy of cloud technologies. | ||
| Read more... | 2024-01-23 | Link | |||
| 2 | Streamlining Data Events with MinIO and PostgreSQL | David Cannan | Explore 'Streamlining Data Events with MinIO and PostgreSQL,' a guide for developers using Docker, MinIO, and PostgreSQL. Learn about using Docker Compose for real-time data events, enhancing data analytics, and developing robust, event-driven applications. | ||
| Read more... | 2024-01-16 | Link | |||
| 1 | Smooth Sailing from Docker to Localhost | David Cannan | Explore the integration of Dockerized MinIO with localhost Flask apps. This guide addresses Docker networking challenges, ensuring seamless MinIO and Flask communication for a development environment that closely mirrors production. Dive into practical solutions for robust workflows. | ||
| Read more... | 2023-12-08 | Link |
Here is a complete index of my work related to MinIO. Click on the links to read the articles and dive deeper into each topic.
| No. | Title | Author | Summary | Date | Link |
|---|---|---|---|---|---|
| 16 | The Future of Hybrid Cloud Pipelines: Integrating MinIO, Tailscale, and GitHub Actions | David Cannan | Streamline your data processing capabilities, ensuring high-quality data management and secure operations. This integration not only enhances workflow automation but also leverages the advanced functionalities of MinIO and Tailscale, providing a powerful solution for modern data processing needs. | ||
| Read more... | 2024-05-24 | Link | |||
| 15 | Deploying Application Infrastructure with MinIO S3 and Tailscale VPN | David Cannan | Learn how MinIO S3 object storage and Tailscale VPN simplify deploying secure and scalable application infrastructure. This blog covers how their integration offers secure networking, streamlined access, and advanced features to serve hosted applications with Tailscale. | ||
| Read more... | 2024-05-10 | Link | |||
| 14 | Optimizing AI Data Processing with MinIO Weaviate and Langchain in Retrieval Augmented Generation (RAG) Pipelines | David Cannan | Delve into AI’s next frontier with MinIO S3 Object-Store and SDK, enhancing a Weaviate Retreival Augmented Generation (RAG) Pipeline for robust data management. Discover how to elevate efficiency in AI systems using LangChain, unlocking new dimensions in scalable AI solutions. | ||
| Read more... | 2024-04-29 | Link | |||
| 13 | Building and Deploying a MinIO-Powered LangChain Agent API with LangServe | David Cannan | Explore the exciting possibilities of leveraging MinIO and LangChain to create a robust and efficient agent capable of handling complex data processing tasks. | ||
| Read more... | 2024-04-09 | Link | |||
| 12 | MinIO Networking with Overlay Networks | David Cannan | Overlay networks enable seamless multi-host deployments for MinIO’s cloud-native S3-compatible storage solutions. Emphasizing security, scalability, and robust container networking, these technologies streamline complex cloud architectures. | ||
| Read more... | 2024-03-29 | Link | |||
| 11 | Disaster Proof MinIO with GitOps | David Cannan | When disaster strikes, the power of GitOps shines, transforming potential chaos into a choreographed comeback. Learn how strategic automation, redundancy, and Docker and GitHub integration ensure swift recovery, turning system wipes into minor setbacks. | ||
| Read more... | 2024-03-19 | Link | |||
| 10 | Powering AI/ML Innovation: Building Feature Stores with MinIO’s High-Performance Object Storage | David Cannan | MinIO’s high-performance object storage is key for AI innovation, offering scalability and integration for feature stores. Its capabilities enable seamless ML workflows, enhancing data management for AI development and deployment, impacting sectors like e-commerce and healthcare. | ||
| Read more... | 2024-03-12 | Link | |||
| 9 | Deploying MinIO with GitOps on Self-Hosted Infrastructure | David Cannan | This article unveils the synergy between MinIO and GitOps, utilizing self-hosted GitHub Actions to redefine CI/CD workflows. It emphasizes streamlined data management, security, and the efficiency of deploying scalable software. | ||
| Read more... | 2024-03-05 | Link | |||
| 8 | Dynamic ETL Pipeline: Hydrate AI with Web Data for MinIO and Weaviate using Unstructured-IO | David Cannan | Unstructured-IO, MinIO, & Weaviate redefine ETL, turning unstructured web data into actionable insights. This collaboration enhances data management, offering a robust solution for dynamic data transformation and analysis, marking a leap in how we process and leverage web-generated content. | ||
| Read more... | 2024-02-27 | Link | |||
| 7 | Developing Langchain Agents with the MinIO SDK for LLM Tool-Use | David Cannan | Explore Langchain’s LLM Tool-Use and leverage Langgraph for monitoring MinIO’s S3 Object Store. This guide walks you through developing custom conversational AI agents and creating powerful OpenAI LLM chains for efficient data management and enhanced application functionality. | ||
| Read more... | 2024-02-20 | Link | |||
| 6 | Powering AI/ML workflows with GitOps Automation | David Cannan | Explore the fusion of GitOps, MinIO, Weaviate, and Python in AI development for unparalleled automation and innovation. This combination offers a solid foundation for creating scalable, efficient, and automated AI solutions, propelling projects from concept to reality with ease. | ||
| Read more... | 2024-02-13 | Link | |||
| 5 | Backing Up Weaviate with MinIO S3 Buckets | David Cannan | Explore integrating MinIO with Weaviate using Docker Compose for AI-enhanced data management. Learn to back up Weaviate to MinIO S3 buckets, ensuring data integrity and scalability with practical Docker and Python examples. Streamline your AI-driven search and analysis with this robust setup. | ||
| Read more... | 2024-02-06 | Link | |||
| 4 | Innovating S3 Bucket Retrieval: Langchain Community S3 Loaders with OpenAI API | David Cannan | Explore the synergy of MinIO, Langchain, and OpenAI in enhancing data storage and processing. This article illustrates MinIO’s integration for efficient document summarization using Langchain and OpenAI’s GPT, revolutionizing AI and ML data handling. | ||
| Read more... | 2024-01-30 | Link | |||
| 3 | Event-Driven Architecture: MinIO Event Notification Webhooks using Flask | David Cannan | Explore deploying MinIO and Flask with Docker-compose for event-driven architecture. Master MinIO bucket events and Flask webhooks for efficient data workflows and robust applications. Dive into the synergy of cloud technologies. | ||
| Read more... | 2024-01-23 | Link | |||
| 2 | Streamlining Data Events with MinIO and PostgreSQL | David Cannan | Explore 'Streamlining Data Events with MinIO and PostgreSQL,' a guide for developers using Docker, MinIO, and PostgreSQL. Learn about using Docker Compose for real-time data events, enhancing data analytics, and developing robust, event-driven applications. | ||
| Read more... | 2024-01-16 | Link | |||
| 1 | Smooth Sailing from Docker to Localhost | David Cannan | Explore the integration of Dockerized MinIO with localhost Flask apps. This guide addresses Docker networking challenges, ensuring seamless MinIO and Flask communication for a development environment that closely mirrors production. Dive into practical solutions for robust workflows. | ||
| Read more... | 2023-12-08 | Link |
In my articles, I frequently discuss and use the following tools and technologies:
- MinIO: Kubernetes-native S3 object storage
- Docker: Containerization platform
- GitOps: Automation and CI/CD practices
- Weaviate: Vector databases and stores
- LangChain and OpenAI: Leveraging AI for enhanced data processing
I'm always open to collaborations and contributions. If you're interested in contributing to this repository or have suggestions for topics, please feel free to open an issue or submit a pull request.
For direct contact, you can reach me via:
- LinkedIn: David Cannan
- Email: [email protected]
This repository is updated regularly as new publications are released. Check back often for the latest articles and insights.
Special thanks to all my colleagues at MinIO and the tech community for their support and insights that have significantly influenced this work.