Informative

A collection of 80 posts

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

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.

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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.

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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.

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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.

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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.

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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.

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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.

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Introducing the new Codesphere Visual Studio Code extension

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

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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.

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Why virtualization software stacks are no longer mandatory

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

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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.

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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.

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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.

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Migrating legacy Software to the Cloud

Whitepaper: Legacy applications require adjustments before migrating - a necessity but also a unique opportunity.

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AI-Enhanced Knowledge Hub: Improving Access to our Blog and Docs

Codesphere's info revamp merges blogs & docs, using Qdrant & AI for seamless, natural language searches. Now, users easily access comprehensive tutorials & guides directly from our docs.

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The secret to building high quality software at scale

How enabling developers to manage deployments as self-services allows you to build high quality software at scale. Faster.

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Navigating the LLM Deployment Dilemma

Whitepaper on rising GPU costs and innovative solutions. Why self hosting & modern cloud orchestration are the way to go.

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Building software in a fast paced business environment

How enabling developers to manage their own applications landscape infrastructure improves time to market.

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HTML to Svelte 4: The Evolution of Web Development Frameworks

A chronological history of web development frameworks and their distinctive features.

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OpenAIs GPTs with a third party API: Does it work?

Review of integrating OpenAI's GPTs with APIs: a candid look at challenges, potential, and the future of custom GPT applications.

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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.

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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.

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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.

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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.