What’s the Issue? AI-generated content, like deepfake videos and AI-written articles, is making it easier to spread false information online. This kind of content, known as disinformation, is increasingly used to deceive people and cause confusion. From fake political messages to manipulated images and videos, the issue is becoming a…
AI agents are evolving rapidly and are now accessible for various applications, from automating business processes to enhancing user interaction in software applications. This guide will help you understand how to set up a basic AI agent, its key components, and the common challenges in implementing multi-agent systems, all without…
Tracxn is a market intelligence tool that helps investors, businesses, and institutions find and analyze startups and high-growth companies. With data on millions of companies worldwide, Tracxn allows users to discover potential deals, track innovation trends, and thoroughly research industries and companies. Key Features: Comprehensive Database Data Coverage: Tracxn has…
Researchers have developed a machine-learning approach to improve the diagnosis of schistosomiasis, a disease caused by parasitic worms that affects over 200 million people worldwide. This approach enables detection of the disease in its early stages, well before the traditional diagnosis method of finding worm eggs in feces, which usually…
Constructing a knowledge graph from raw text data using OpenAI’s GPT-3.5-turbo enables us to visualize and analyze relationships between entities such as products, brands, and features. This example focuses on extracting structured data from Amazon product descriptions and organizing it into a knowledge graph, leveraging Schema.org’s ontology for standardized definitions….
CB Insights is a powerful tool for professionals looking to make data-driven decisions in market intelligence. Built with AI capabilities, it offers a broad range of features designed to support corporate strategists, venture capitalists, and innovation teams. This tool combines a rich, continuously updated database with AI-driven analysis to provide…
PitchBook is a leading financial data, research, and market intelligence platform. It is widely used in private equity, venture capital, mergers and acquisitions (M&A), startups, and investment banking. With detailed information on companies, deals, investors, and funds, PitchBook helps professionals make informed decisions throughout the deal lifecycle. Key Features Data…
In this article, we explore a technical approach to improving Retrieval-Augmented Generation (RAG) systems using a three-layer fixed entity architecture. This method integrates a knowledge graph with embeddings, cosine similarity, and named entity extraction to enhance retrieval efficiency and accuracy. Architecture Overview The three-layer architecture consists of: Fixed Entity Layer…
Many companies start with small pilots when it comes to generative AI, but scaling these projects requires more than enthusiasm. To truly unlock the potential of generative AI, companies should focus on three core factors: community, commonality, and coordination. Build a Strong Community Generative AI initiatives often grow organically within…
Crunchbase is a popular platform that provides detailed information about companies, investors, funding rounds, and mergers. It’s widely used by entrepreneurs, investors, researchers, and business professionals to follow market trends, track company growth, and discover potential investments. Crunchbase is especially useful for people working with startups, venture capital, and corporate…
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Unitus Ventures, a leading venture capital firm in India, is joining forces with its US affiliate Capria Ventures, a Global South specialist, to operate with a unified global strategy under a single brand, Capria Ventures.
