codesphere

Informative

Is PostgreSQL the Only Vector Database You Will Ever Need?

PostgreSQL provides pgvector extension, an efficient extension for LLM-based applications to replace costly dedicated vector databases.

Company news

Cloud Native Meetup Recap

Karlsruhe offers a vibrant tech scene and we are proud to be part of a group organizing expert & community meetups like this one.

Informative

AI Summarization of Long Documents: Tackling Long Documents with Precision

Long texts are difficult to summarize, but recursion can divide them into small parts. The approach is precise and preserves the meaning at any step of iteration.

Tutorial

Full Metal

Buying a used server on ebay kleinanzeigen and preparing it to be cloudified? Follow along to see what it takes to get a piece of metal running.

Tutorial

Structure PDF Table Data for AI Applications with GMFT

GMFT is a fast, lightweight toolkit for extracting tables from PDFs into formats like CSV, JSON, and Pandas DataFrames. Leveraging Microsoft's Table Transformer, GMFT efficiently processes both text and image tables, ensuring high performance for reliable data extraction.

Tutorial

Extracting Metadata from PDFs with Named Entity Recognition using Spacy

NER identifies entities like people and locations in text. SpaCy automates this with pre-trained models, offering accuracy, speed, and multi-language support. It excels at handling large datasets efficiently compared to rule-based methods.

Informative

Taking Advantage of the Long Context of Llama 3.1

Llama 3.1 allows a context window of 128k tokens. We investigate how to take advantage of this long context of Llama without running into performance issues.

Informative

Exploring Options for Open-Source Multimodels in 2024

The ability of multimodels to understand several data sources like text, audio, and images enables them to understand and generate nuanced, accurate, and contextually aware responses. We explored some of the best open-source multi-models available out there.

Informative

Best sub 7b AI model for categorizing documents in August 2024

Documents classification can be achieved by using a fine-tuned discriminative model or doing some prompt engineering and using a generative model for the task.

Informative

Best Open Source Sentence Embedding Models in August 2024

Sentence embedding models capture the overall semantic meaning of the text. We tested and compiled the best-performing open-source models for you.

Tutorial

Deploying Faster-Whisper on CPU

Learn how to deploy a faster whisper server to increase transcriptions speeds by 4x and enabling real-time voice transcription on CPU only hardware.

Informative

Example Project for a Landscape Deployment on Codesphere

This template utilizes Codesphere's new Landscape Deployment feature, which allows us to deploy complex monorepo applications.

Getting Started

Deploying Landscapes on Codesphere

Learn how to deploy and run multiple services that can independently scale vertically and horizontally within a single workspace. Suitable for hosting entire application landscapes.

Informative

Moving past VMware: Migration vs. Lift & Upgrade

Migrating enterprise stacks from VMware to any other hypervisor stack takes considerable effort. Why upgrading to container based stacks might be the better bet.

Tutorial

Build your own VS Code extension

This blogpost is everything you need to get started with building your very own VS Code extension.

Informative

Introducing the new Codesphere Visual Studio Code extension

Utilize the full power of the cloud within VS Code with the new Codesphere extension.

Integrations

Connect to secured networks via VPN

Codesphere provides a convenient way to work with private networks from our workspaces. Learn how it works in this doc article.

Company news

Codesphere raises $18M led by Creandum

Codesphere, which enables developers to program and scale complex applications directly in the cloud, has secured $18 million in funding.

Informative

You Build It You Run It: DevOps on Steroids

"You build it, you run it" breaks down long-standing barriers, placing deployment, monitoring, and maintenance directly in the hands of developers. Let's see how it stacks up in practice.

Informative

Why virtualization software stacks are no longer mandatory

Why virtualization software like VMware is no longer a hard requirement for many companies.

Tutorial

How to Deploy Gleam on Codesphere?

Gleam is a newly released functional programming language. Follow this tutorial to build a simple web app with Gleam and deploy it on Codesphere.

Informative

Good Coding Practices: Codesphere Version

Adhering to good coding practices and maintaining a consistent codebase is the differentiating factor when it comes to developer experience and efficiency.

Tutorial

Self-host AI interface builder OpenUI on Codesphere

Self host an AI that builds and let's you interactively edit UI elements with natural language prompts? Sign us up!

Informative

Role of Functional Testing in DevOps and Agile

Functional testing plays a vital role in DevOps and Agile developmental approaches to help deliver quality products faster. Read on to understand how it works.

Informative

TYPES OF AI: A Comprehensive Account of Modern Closed & Open Source Models

Artificial Intelligence has made great progress in all its fields like computer vision, NLP, and audio processing. Here is a detailed account of what kinds of AI models exist and what they can do.