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.
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.
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.
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.
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.
Informative HTML to Svelte 4: The Evolution of Web Development Frameworks A chronological history of web development frameworks and their distinctive features.
Tutorial Building a beginner-friendly C# application Learn how to build a beginner-friendly sticky note applicationg using C# and deploy it on Codesphere.
Informative 5 Best Free Cloud GPU Providers For Hobbyists The modern-day AI models require GPUs with high computing power that are crazy expensive. So, we compiled a list of Free Cloud GPU providers.
Informative Generative AI: How Self-Hosting Can Help Your Business Self-hosting generative AI can make a huge impact on business workflows. Here is how you can get the maximum out of it.
Informative Software Development: Moving Away from Expensive Sequential Workflows Software development processes have painful backsteps. Codesphere aims to parallelize the process to improve go-to time to market and reduce costs.
Informative 7 Open Source LLM Text Generators You Need to Know About Fine-tuned versions of open-source LLM models for text generation are coming out each day, and we have picked the seven we found most promising.
Tutorial Stay On Top of Your Tasks: Build a TO-DO Application with Angular Build an easy to-do app with Angular: Stay organized, boost productivity, and access it anywhere. Learn how in this step-by-step guide.
Informative Self-hosted vs. API-based LLMs: Which One is Better? LLAMA 2 has considerably bridged the gap between the quality and performance of open-source LLMS vs. the managed API-based models. Self-hosted LLMs are just as efficient and much more widely available now.
Tutorial Build an LSI Keywords Tool with Node JS To make our short tutorial articles more SEO friendly we decided to add LSI keywords to them and to find those keywords we built an LSI keyword tool using Node JS.
Informative Software Deployment in 2023: Strategies, Importance & Best Practices Software deployment is challenging and require time. Follow this deployment checklist to bring your code from development to production smoothly.
Informative Software Testing in 2023: The Ultimate Guide Lack of software testing can negatively affect software functionality, reliability and user experience. Read about these testing techniques to avoid these problems.
Tutorial Build Your Own Content Optimizer with Django Discover a seamless solution to enhance your content's SEO effortlessly. Explore how to employ Django and the OpenAI API to create an interactive web app and deploy it in seconds on codesphere.
Informative Canary Deployments: Release, Observe, Shift,& Repeat Canary deployments offer a risk-mitigating approach to software updates by releasing new versions to a limited subset of users first, allowing for early issue detection and smoother transitions.
