Let's Talk About Raw Documents - Extracting Structured Data for ML Pipelines
Explore raw document processing for ML pipelines with Unstructured.io's open-source tools. Learn to extract structured data, build custom preprocessing APIs, and integrate with popular ML frameworks.
Scalable Evaluation and Serving of Open Source LLMs
Explore challenges and solutions for serving open-source LLMs in production, focusing on scalable evaluation and deployment strategies.
Why Open Source Can Be the Perfect Place for New Developers
Discover how open-source projects like FreeBSD can boost your development career. Learn about community-driven development, essential skills, and ways to contribute effectively to open-source initiatives.
Nobody Knows Your Service is Open Source - Improving Open Source Service Visibility
Explore a proposal for "open source service" branding, focusing on user experience patterns that convey code openness, location, and contribution guidelines for managed services.
Apache Camel 4: What to Expect
Explore Apache Camel 4's major features, roadmap, and potential upgrade impacts. Learn about performance improvements, deprecated components, and migration strategies from earlier versions.
Software Bill of Materials (SBoM) for Dummies
Explore Software Bill of Materials (SBoM), its importance, and implementation in Fedora. Learn about US government mandates, hidden pitfalls, and the SPDX migration.
Being an Open-Source Newbie: From Newcomer to Experienced Contributor
Discover how to navigate open-source communities as a newcomer. Learn from personal experiences in RDO, CentOS, and Fedora projects to successfully contribute and grow within the ecosystem.
How to Build Collaboration and Influence Open Source Projects
Develop skills to enhance open source contributions, propose changes, and become a project maintainer. Gain insights from a decade of experience in F/OSS communities.
Why Open Source, Decentralization, and Web3 Need to Find Back Together
Explore the evolution of Free Software, Open Source, and decentralization movements, examining their divergence and potential for reunification in the tech landscape.
Efficient Edge Computing: Unleashing Potential of AI/ML with Lightweight Kubernetes
Explore deploying AI/ML models at the edge using lightweight Kubernetes. Compare cloud vs. edge components, optimize performance, and learn strategies for efficient model serving in time-sensitive scenarios.
What's New in Podman 5
Explore Podman 5's new features, major changes, and the team's decision-making process behind this significant release after two years.
OpenScanHub - Static Analysis of a Linux Distribution
Explore OpenScanHub's journey from internal Red Hat tool to open-source static analysis service, its key features, and integration with Fedora-related services.
The New Era of Packaging Parallel Streams in Fedora
Explore innovative approaches to packaging parallel streams in Fedora post-modules, focusing on database components. Includes live demo of new techniques.
Derisk Choice of Vendors and Projects by Understanding IT Companies' Business Models
Explore IT companies' business models to make informed decisions on vendors and open-source projects. Understand license types and their impact on project directions.
How to Onboard Students on Your Project and Find a Perfect Intern
Discover strategies for onboarding students to your project and finding ideal interns. Learn from real experiences in collaborating with universities to cultivate future talent.
Guardrails for Trustworthy AI: Balancing Innovation and Responsibility
Explore strategies for implementing trustworthy AI, focusing on fairness, accountability, and ethical use of large language models. Learn to balance innovation with responsible AI practices.
Home Automation Crash Course - 2024
Explore Home Assistant's architecture, ecosystem, and capabilities for building secure, privacy-focused local home automation systems.
AI Lab Recipes: Cooking up AI Applications on your Laptop
Explore ai-lab-recipes: a GitHub repo for building AI apps on your laptop without cloud platforms or specialized hardware. Learn to create a local code generation assistant easily.
Truth-Seeker: Using LLM Agents to Build and Verify Knowledge Bases
Explore how LLM agents construct and validate knowledge bases, enhancing data quality for improved AI training and information retrieval.
How to Build Collaboration and Influence Open Source Projects
Develop skills to drive change and boost effectiveness in open source communities. Learn strategies for proposing large-scale changes and advancing to maintainer roles.
Gotta Go Fast: How We Started the Ubuntu High-Performance Computing Team
Explore the formation of Ubuntu's HPC community team, their collaborative efforts in developing Charmed HPC, and strategies for addressing challenges in open-source HPC ecosystem engagement.