Generative AI and Large Language Models (LLMs) are transforming industries, but two key challenges can hinder enterprise adoption: disillusionment (generating incorrect or meaningless information) and limited knowledge beyond their training data. Retrieval-augmented generation (RAG) and grounding connect LLMs to external data by ...
Comprehensive Introduction MiniRAG is an extremely simple Retrieval Augmented Generation (RAG) framework that aims to enable good RAG performance even for small models through heterogeneous graph indexing and lightweight topology-enhanced retrieval. It is developed by the Hong Kong University Data Science Laboratory (HKUDS) and focuses on solving the Small Language Model (SLM...
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The gist: Perplexity AI submitted a bid to TikTok's parent company, ByteDance, on Saturday proposing that Perplexity merge with TikTok's U.S. operations, CNBC has learned. A source familiar with the situation said the new structure would allow most of ByteDance's existing investors to retain...
Comprehensive Introduction Omni-RGPT is a multimodal large language model designed to enable region-level understanding of images and videos. By introducing the Token Mark technique, Omni-RGPT is able to highlight target regions in the visual feature space and embed these tokens directly through region cues (e.g., boxes or masks), while placing...
Comprehensive Introduction Bailing (Bailing) is an open source voice conversation assistant designed to engage in natural conversations with users through speech. The project combines speech recognition (ASR), voice activity detection (VAD), large language modeling (LLM) and speech synthesis (TTS) technologies to achieve a GPT-4o-like speech...
General Introduction WikiChat is an experimental chatbot developed at Stanford University that aims to improve the factuality of large language models by retrieving data from Wikipedia. Large language models (such as ChatGPT and GPT-4) tend to make errors when dealing with up-to-date information or less popular topics.WikiCh...
I. Background 1.1 The Need for .cursorules In Cursor, Rules for AI can help you set some basic rules for the code generated by AI, such as style, naming style, and so on. In this way, both in code completion and command execution, AI can be more in line with your project needs. But...
Google Employee Discusses "SEO is Dead" In a recent episode of the "Search Off the Record" podcast, the topic of whether SEO is dead was brought up. In a recent episode of the "Search Off the Record" podcast, the topic of whether SEO is dead came up, and Gary Illyes was optimistic. He argues that "SEO is dead" has been talked about since 2001, but SEO ...
1.OVERVIEW In recent years, speech synthesis technology has made remarkable progress, especially in realizing real-time, natural and smooth speech generation. However, in real applications, issues such as latency, pronunciation accuracy, and speaker consistency still plague the industry, especially in streaming media that require highly responsive...
General Introduction Entretien AI is an online platform focused on helping job seekers improve their interviewing skills. It utilizes artificial intelligence technology to simulate real interview scenarios, providing instant feedback and expert guidance. Users can use this platform for targeted practice to optimize their answering strategies and communication skills. Net...
General Introduction UGC Generator is a platform that utilizes artificial intelligence technology to quickly generate user-generated content (UGC) video ads. Users can generate high-quality UGC-style video ads in minutes by simply uploading product links. The platform provides a clean interface and powerful features to help users...
General Introduction OpenAI Edge TTS is an open source project that provides a native text-to-speech (TTS) API compatible with OpenAI.The project uses Microsoft Edge's online text-to-speech service to allow users to generate high-quality speech output.OpenAI Edge TTS supports a wide range of speech options...
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