Data Science

Building AI agents with CrewAI: A step towards the future of autonomous systems

Preface AI agent development is fleetly arising as one of the most instigative borders in software invention. As large language models( LLMs) continue to evolve, we witness the integration of AI agents into software ecosystems. These agents promise a future where tasks can be fulfilled seamlessly using voice, gestures, or simple prompts, barring the need […]

May 3, 2025

Data Science, Generative AI

Revolutionizing Digital Marketing with Multilingual Dubbing, Lip Syncing, and AI-Driven Summarization

Introduction Content accessibility and engagement are very crucial in this fast-evolving digital marketing landscape. The blog showcases some cutting-edge AI technologies that transform content through multilingual dubbing with lip-syncing, automatic summarization, and topic generation. Infact, we streamlined content adaptation across diverse audiences by implementing GPT-4o, LangChain and other generative AI tools that makes marketing campaigns […]

May 3, 2025

Data Science

Revolutionizing Chemical Product Discovery with Generative AI (GenAI) and Retrieval-Augmented Generation (RAG)

Introduction The chemical industry is an important part of the economy as it produces and supplies raw materials for various ingredients and use cases. There are thousands of products on the market, all of which have different compositions, technical properties, and requirements for their usage. The correct selection of products is, therefore, complicated and very […]

March 25, 2025

Data Science

How to Develop a RAG-Based Search System and Connect It to Drupal CMS

Introduction In today’s information-driven world, delivering precise and contextually relevant search results is a critical challenge. This is where RAG (Retrieval-Augmented Generation) systems shine, combining the power of retrieval-based approaches with advanced generation models to enhance search accuracy and relevance. In this blog, we’ll explore how to build a robust RAG-based search system using a […]

January 16, 2025

Data Science

Understanding Prompt Attacks in AI

Have you ever performed with AI chatbots like ChatGPT or Claude? They’re first-rate equipment that can help us write, clear up issues, and create content. But just like any generation, they can be susceptible to certain hints or manipulations. One such vulnerability is referred to as a “prompt assault.” Let’s smash down what this means […]

January 16, 2025

Data Science

Unlocking Financial Insights Using Generative AI

Introduction The financial industry generates vast amounts of complex data, from annual reports to contractual obligations, which often need to be analyzed for strategic decision-making. Manually processing and extracting insights from these documents is time-consuming and prone to error. Agentic GraphRAG, is a cutting-edge technology that leverages graph-based retrieval and generative models to revolutionize how […]

September 24, 2024