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Showing posts with label RAG. Show all posts
Showing posts with label RAG. Show all posts

Monday, October 28, 2024

OpenAI DevDay 2024 Product Introduction Script

As a world-leading AI research institution, OpenAI has launched several significant feature updates at DevDay 2024, aimed at promoting the application and development of artificial intelligence technology. The following is a professional introduction to the latest API features, visual updates, Prompt Caching, model distillation, the Canvas interface, and AI video generation technology released by...

Friday, October 18, 2024

Deep Analysis of Large Language Model (LLM) Application Development: Tactics and Operations

With the rapid advancement of artificial intelligence technology, large language models (LLMs) have become one of the most prominent technologies today. LLMs not only demonstrate exceptional capabilities in natural language processing but also play an increasingly significant role in real-world applications across various industries. This article delves deeply into the core strategies and best practices...

Friday, August 30, 2024

The Surge in AI Skills Demand: Trends and Opportunities in Ireland's Tech Talent Market

Driven by digital transformation and technological innovation, the demand for artificial intelligence (AI) skills has surged significantly. According to Accenture's latest "Talent Tracker" report, LinkedIn data shows a 142% increase in the demand for professionals in the AI field. This phenomenon not only reflects rapid advancements in the tech sector but also highlights strong growth in related fields...

Monday, August 26, 2024

Leveraging GenAI Technology to Create a Comprehensive Employee Handbook

In modern corporate management, an employee handbook serves not only as a guide for new hires but also as a crucial document embodying company culture, policies, and legal compliance. With advancements in technology, an increasing number of companies are using generative artificial intelligence (GenAI) to assist with knowledge management tasks, including the creation of employee handbooks. This article...

Saturday, August 24, 2024

Deep Competitor Traffic Analysis Using Similarweb Pro and Claude 3.5 Sonnet

In today's digital age, gaining a deep understanding of competitors' online performance is crucial for achieving a competitive advantage. This article will guide you on how to comprehensively analyze competitors by using Similarweb Pro and Claude 3.5 Sonnet, with a focus on traffic patterns, user engagement, and marketing strategies.Why Choose Similarweb Pro and Claude 3.5 Sonnet?Similarweb Pro is...

Wednesday, August 21, 2024

Create Your First App with Replit's AI Copilot

With rapid technological advancements, programming is no longer exclusive to professional developers. Now, even beginners and non-coders can easily create applications using Replit's built-in AI Copilot. This article will guide you through how to quickly develop a fully functional app using Replit and its AI Copilot, and explore the potential of this technology now and in the future.1. Introduction...

Saturday, August 17, 2024

How Enterprises Can Build Agentic AI: A Guide to the Seven Essential Resources and Skills

After reading the Cohere team's insights on "Discover the seven essential resources and skills companies need to build AI agents and tap into the next frontier of generative AI," I have some reflections and summaries to share, combined with the industrial practices of the HaxiTAG team.Overview and InsightsIn the discussion on how enterprises can build autonomous AI agents (Agentic AI), Neel Gokhale...

Friday, August 16, 2024

AI Search Engines: A Professional Analysis for RAG Applications and AI Agents

With the rapid development of artificial intelligence technology, Retrieval-Augmented Generation (RAG) has gained widespread application in information retrieval and search engines. This article will explore AI search engines suitable for RAG applications and AI agents, discussing their technical advantages, application scenarios, and future growth potential.What is RAG Technology?RAG technology is...

Sunday, July 28, 2024

Exploring the Core and Future Prospects of Databricks' Generative AI Cookbook: Focus on RAG

 As generative AI (GenAI) becomes increasingly applied across various industries, the underlying technical architecture and implementation methods garner more attention. Databricks has launched a Generative AI Cookbook, which not only provides theoretical knowledge but also includes hands-on experiments, particularly in the area of Retrieval-Augmented Generation (RAG). This article delves into...