When working on applications that require vector, semantic, or similarity search, it’s often useful to have a quick and easy way to create vector embeddings of data and save them in a vector database for further querying. This blog will walk you through a simple web application that allows you to quickly generate vector embeddings […]
Distributed systems are all around us: Facebook, Uber, Revolut — even the Google search engine is one of them. One search in Google can trigger tens (or hundreds) of calls to different microservices owned by Google. What is more, they are the core of what we work with: multiple services working together, or maybe a […]
Distributed systems are all around us: Facebook, Uber, Revolut — even the Google search engine is one of them. One search in Google can trigger tens (or hundreds) of calls to different microservices owned by Google. What is more, they are the core of what we work with: multiple services working together, or maybe a […]
In this article, we’ll explore how gRPC and code generation can help you: Write documentation that people actually read and use, Standardize communication between microservices, Avoid code duplication across services. Nowadays, many developers are already familiar with gRPC. It’s no longer surprising that service-related teams prefer it for inter-service communication and even for documentation purposes.
Zero trust has emerged as a cornerstone of modern enterprise security. It is mainly applied to networks, user identities, and endpoints of most organizations. However, the single layer left undersecured is the CI/CD pipeline. These systems orchestrate code validation for production deployment and do so with persistent credentials and system privileges. This contradiction is fundamentally […]
This series is a general-purpose getting-started guide for those who want to learn about the Cloud Native Computing Foundation (CNCF) project Fluent Bit. Each article in this series addresses a single topic by providing insights into what the topic is, why we are interested in exploring that topic, where to get started with the topic, […]
This series is a general-purpose getting-started guide for those who want to learn about the Cloud Native Computing Foundation (CNCF) project Fluent Bit. Each article in this series addresses a single topic by providing insights into what the topic is, why we are interested in exploring that topic, where to get started with the topic, […]
I’ve spent years working with messy data, and one problem kept showing up across every project and industry: comparing text that should match but doesn’t. Customer names with typos, product descriptions with inconsistent formatting, and addresses with different abbreviation styles. You know the frustration. After trying every solution on the market and finding them all […]
The demand for fully local GenAI development is growing — and for good reason. Running large language models (LLMs) on your own infrastructure ensures privacy, flexibility, and cost-efficiency. With the release of Gemma 3 and its seamless integration with Docker Model Runner, developers now have the power to experiment, fine-tune, and deploy GenAI models entirely […]
The demand for fully local GenAI development is growing — and for good reason. Running large language models (LLMs) on your own infrastructure ensures privacy, flexibility, and cost-efficiency. With the release of Gemma 3 and its seamless integration with Docker Model Runner, developers now have the power to experiment, fine-tune, and deploy GenAI models entirely […]