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.
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.
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 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.
Tutorial FlowiseAI - An open-source LLM workflow builder Extend your website with an AI chatbot widget with FlowiseAI hosted 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.
Tutorial Getting started with Jupyter Notebooks for AI Jupyter notebooks are a pillar of the machine learning community because they are great for testing & experimenting with datasets and models. Learn how to get started with Jupyter Notebooks in Codesphere.
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.
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.
Tutorial How to build a LLM powered carbon footprint analysis app Learn how to harness the power of the new large language models to build an app to analyze carbon footprints.
Tutorial Create Your Own AI Chatbot in minutes with Rasa AI Chatbots are an increasingly popular way to service your users. They allow you to field diverse UX requests without pages and pages of buttons for every possible thing that a user might need. The issue, however, is that building and training an AI chatbot can be an incredibly burdensome
Company news Embold to integrate with Codesphere to bring advanced code analysis to the cloud We are happy to announce our collaboration with Embold!
Informative 5 project ideas to get you started with Machine Learning So you want to build a robot to help overthrow the system? Rage against the machine with machines so to speak huh? Well, first you need to…
Discussion Github Copilot: Should you be concerned? Even without being officially released, Copilot has sparked intense debate, concern, and excitement from all corners of the dev world.
