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47 articles
How DeepSeek-OCR, their latest breakthrough, redefines OCR and long-context efficiency for AI systems Introduction DeepSeek AI has unveiled DeepSeek-OCR, an innovative open-source model that merges optical character…
Read articleFrom MVP to Production: Building AI Apps in Serbian (and Why English is So Much Easier) When developing an AI-powered app, early prototypes often look promising. But once you move from a demo or MVP (minimum viable…
Read articleFrom SEO to RAO: Optimizing Websites for the AI Search Era Traditional SEO (Search Engine Optimization) is no longer the only game in town. As generative AI becomes a primary way people search for information,…
Read articleHow Local AI Specialists Can Outmaneuver the Giants—and Where We’re Headed As global “AI giants” race to scale ever‑more powerful, general‑purpose models, there’s a thriving opportunity for small, local AI…
Read articleLeveraging LLMs for Intelligent Instagram Assistant and E-Commerce Order Automation In today’s social-first marketplace, Instagram isn’t just a marketing channel—it’s a direct line to customers. At Positive d.o.o.,…
Read articleWhat Is a Private MCP Server? A private MCP server is a self-hosted implementation of the MCP standard. Essentially JSON-RPC over HTTP—that sits within your organization’s network. Unlike public or third-party MCP…
Read articleAs businesses look to harness AI News for competitive advantage, OpenAI’s GPT-4.1—available exclusively via API—offers powerful capabilities for automating workflows, improving customer experiences, and driving…
Read articleConnecting Sales and Marketing Channels: How AI Chatbots Improve Customer Interaction In today's fast-paced digital world, the way businesses engage with their customers is constantly evolving. AI chatbots, especially…
Read articleUnderstanding Crew AI In the rapidly evolving landscape of AI, integrating sophisticated frameworks to enhance LLM applications is crucial for staying competitive. At Positive doo, we are constantly exploring innovative…
Read articleIn the dynamic field of AI, OpenAI's latest innovation, GPT-4o Mini, stands out for its cost-efficiency and superior performance. This new model, designed to be significantly more affordable and versatile, is a…
Read articleLeveraging OpenAI's Batch API for Cost-Effective AI Deployment in SMEs At Positive doo, our journey with AI and LLM-based applications is continuously evolving. A critical aspect of our workflow involves preparing and…
Read articleTransitioning LLM Apps to Production: The Shift from Streamlit to FastAPI/React In the realm of AI and LLM application development, Python remains the cornerstone language, often coupled with Streamlit for its rapid…
Read articleThe introduction of OpenAI's GPT-4o, a groundbreaking multimodal model, revolutionized the technological framework within which small businesses operate. At Positive doo, we're excited about the potential of GPT-4o to…
Read articleLLM Apps with Streamlit on Azure As the digital landscape evolves, deploying AI and LLM-based applications effectively is crucial for businesses aiming to leverage advanced capabilities. At Positive doo, we understand…
Read articleAI Agents: A New Dawn for SMEs with LLMs The tech world buzzes with AI agent trends in LLM applications. At Positive doo, these trends signal a new era. LLMs already redefined business apps. Now, AI agents push this…
Read articlePerfecting the Art of Transitioning AI & LLM Apps from Development to Production The journey from developing to deploying complex applications is complex. Especially those empowered with Large Language Models (LLMs), AI…
Read articleCorrective Retrieval Augmented Generation (CRAG): Enhancing the Precision of AI in the World of SMEs The landscape of AI and Machine Learning is continuously evolving. With it, the tools that developers use to refine…
Read articleNavigating the Rapid Evolution of LLMs: A SME Developer's Perspective The accelerating pace of development in Large Language Models (LLMs) presents a double-edged sword for developers within Small and Medium Enterprises…
Read articleThe tech giants like Google and OpenAI make groundbreaking strides with innovations like the Gemini model and full text-to-video capabilities. The march towards Artificial General Intelligence (AGI) seems to be…
Read articleOpenAI Enhances API Key Management: A Leap Forward for AI LLM App Publishers OpenAI's recent platform enhancements are set to revolutionize the way developers understand and manage their API usage. It marks a…
Read articleIn the digital age, businesses are increasingly turning to AI/LLM-Powered Apps. To streamline operations and enhance decision-making. For the Serbian market, the integration of AI/LLM-powered applications presents a…
Read articleThe latest Pinecone API release of Serverless Vector Databases for AI marks a significant leap forward. They are introducing features designed to enhance the developer experience and operational efficiency: Pinecone…
Read articlePrompt Engineering: The Dawn of a New SkillsetIn an age where AI and Large Language Models (LLMs) are becoming ubiquitous, a new skill is emerging as fundamental: prompt engineering. Just as proficiency in Windows,…
Read articleAI and LLM Adoption Introduction: Navigating the AI Evolution The AI landscape is witnessing a thrilling convergence of academic innovation and production practicality. As companies like ours aim to harness AI and Large…
Read articleThe future of AI The AI Landscape on the Cusp of 2024 As we approach 2024, the artificial intelligence (AI) market braces for a period of intense evolution and scrutiny. The omnipresence of AI across human life has been…
Read articleIntroduction: The Advent of AI Workmates The digital transformation journey is not a solo endeavor. At Positive, headquartered in Novi Sad, we're pioneering the future of work by creating AI Assistants, a new breed of…
Read articleWhat is Google's Gemini AI The Digital Transformation Era In today's fast moving world, digital transformation is not just a trend; it's a must. Positive, based in Novi Sad, is at the front of this revolution, aiding…
Read articleJust a few days ago, Zrenjanin became a nexus for tech enthusiasts as Futurology unfolded in its grand Cultural Center. The two-day IT and AI conference was orchestrated by the visionary Zrenjanin ICT Cluster. It has…
Read articleArtificial General Intelligence (AGI) is a tantalizing concept in the realm of artificial intelligence. In essence, AGI refers to machines that possess the ability to understand, learn, and apply knowledge in a manner…
Read articleOpenAI Shuffle: Reshuffling Leadership in AI's Vanguard - A Double-Edged Sword for SMEs In a recent development that has reverberated throughout the tech world, Sam Altman is reportedly in discussions to return to…
Read articleAI Agents - A Game Changer Understanding the Concept and Maximizing Its Potential AI is no longer a futuristic concept. In today's digital age, it has gradually become a vital part of our everyday tasks, fundamentally…
Read articleOn the 2nd of November, 2023, Business Digital Transformation professionals congregated in Novi Sad. Their collective endeavor? To catalyze digital transformation for businesses navigating the digital age. This year's…
Read articleHarnessing the Synergy of Man and AI Revolutionizing Everyday Work Understanding AI Augmentation Artificial intelligence (AI) has infiltrated every aspect of our lives. It's more than technological innovation. It's an…
Read articleThriving in the AI for Business Era: Challenges and Opportunities for IT Professionals and Organizations The AI Conundrum for Experienced IT Professionals Embarking into Artificial Intelligence (AI) technology can…
Read articleUnveiling Pros and Cons of Popular Retrieval-Augmented Generation Techniques Retrieval-augmented generation (RAG), the game-changer in AI, significantly boosts the results of large language models (LLMs). It cleverly…
Read articleAI Assistants: A Guide for the General Public Large Language Models (LLMs) and AI Assistants are transforming industries and can be harnessed to foster prosperity. However, these systems are not without their…
Read articleDALL-E 3: A Quantum Leap in AI Imaging OpenAI has raised the bar in AI technology with the introduction of DALL-E 3. This innovative model, powered by a staggering 12-billion parameters, offers the next level of image…
Read articleLangsmith At Positive, our journey with LLM-powered applications began with the adoption of LangChain’s open-source Python package. Our commitment towards driving business success through our LLM applications is in our…
Read articleAugmented Intelligence (AI) offers incredible opportunities for businesses. Yet, they are met with several challenges while implementing of AI supported solutions. Here, we dissect the main hurdles. Moreover, we provide…
Read articleThe quality of a dataset used to train large language models stands at the heart of their performance. It's a crucial aspect, often associated with the saying "Garbage in, garbage out." This essentially means that…
Read articleWe are Revolutionizing AI Assistants. Fine-tuning is a tech breakthrough for language models like GPT-3.5 Turbo. The process offers developers the power to customize models, enhancing performance for specific use cases.…
Read articleSecure Your Digital Transformation: Unlocking the Power of Azure App Service Authentication At Positive, based in Novi Sad, we've tapped into the remarkable world of Artificial Intelligence (AI). Equipped with the vigor…
Read articleRevolutionizing User Experience and Security: Positive doo's AI App on Azure The exciting news is on the horizon as Positive doo proudly unveils a groundbreaking achievement in its relentless pursuit of innovation. Our…
Read articleArtificial Intelligence (AI) has been making groundbreaking changes in industries across the globe, but let’s shift the focus onto one of its most exciting subsets: Generative AI. This technology mimics human behavior…
Read articleAs the world of Artificial Intelligence (AI) rapidly evolves, new language models are continuously being introduced to enhance various processes, including digital transformation. Recently, OpenAI unveiled its…
Read articleEmbracing AI for Transformation Positive doo is boldly stepping into the realm of Artificial Intelligence (AI), recognizing its potential to revolutionize its portfolio and optimize business processes. The company…
Read articleAt the Microsoft Build 2023 event, Andrej Karpathy delivered an inspiring keynote speech, shedding light on the current state of AI language models (LLMs) like GPT and providing valuable insights into the future. The…
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