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Latest story• Dec 13, 2024

langflow-ai/langflow: Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.

Langflow is a low-code app builder for AI applications, offering visual drag-and-drop tools to create workflows. It supports multi-agent orchestration, integrates with various AI models and databases, and can be used via a free cloud service or self-managed installation. Langflow aims to simplify AI application development for users of all skill levels.

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Accessing and Utilizing Pretrained LLMs: A Guide to Mistral AI and Other Open-Source Models"

Researchers developed SylloBio-NLI, a resource for evaluating large language models (LLMs) on biomedical reasoning tasks. The study tested various LLMs, including Mistral, Gemma, and Meta-Llama models, on their ability to perform...

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Searching for the first great AI app

Google and other tech giants are racing to develop killer AI applications, but a clear winner has yet to emerge. Recent developments include Google's Gemini 2.0, Project Astra, and Project Mariner, as well as OpenAI's Sora, while...

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5 Multimodal AI Models That Are Actually Open Source

Several open source multimodal AI systems are emerging as alternatives to proprietary options, processing combinations of text, images, audio, and video. Notable examples include Aria, Leopard, CogVLM, LLaVA, and xGen-MM. These...

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SearchGPT’s Role in Transforming SEO and Content Marketing Strategies with AI

SearchGPT revolutionizes digital marketing by using AI to understand user intent and create personalized content. It analyzes data, predicts trends, and shifts SEO focus from keywords to intent. This tool improves content...

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Tool calling in LLMs

Tool calling empowers AI assistants to use external resources, demonstrated here by creating a stock price retrieval system that combines an LLM with the yfinance library, enhancing flexibility and capability to meet diverse user...

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A Waymo robotaxi got stuck in a roundabout loop

A Waymo robotaxi was caught on video repeatedly circling a roundabout, prompting the company to deploy a software update. This incident adds to a growing number of odd robotaxi behaviors captured on video, particularly in San...

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Are LLMs capable of non-verbal reasoning?

COCONUT, a novel AI model, employs "latent thoughts" to process multiple logical paths at once, enhancing efficiency in complex reasoning tasks by enabling instant backtracking and better handling of intricate conditions,...

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ChatGPT's Advanced Voice Mode finally gets visual context on the 6th day of OpenAI

OpenAI launched its "12 days of OpenAI" event, releasing new features and upgrades daily from December 5-20. Key announcements include ChatGPT Pro ($200/month), an improved o1 model, Advanced Voice Mode with screen-sharing, and...

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OpenAI introduces “Santa Mode” to ChatGPT for ho-ho-ho voice chats

OpenAI has added a Santa Claus voice option to ChatGPT's Advanced Voice Mode for the holiday season. Users can interact with AI Santa through mobile apps, desktop, and web browsers until early January, with conversations not...

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Gemini AI can now summarize what’s in your Google Drive folders

Google has expanded Gemini's capabilities in Drive, allowing it to summarize entire folders' contents. Users can now request folder summaries, find specific files, and ask questions about folders, with the feature available to...

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ChatGPT now understands real-time video, seven months after OpenAI first demoed it

OpenAI has launched real-time video capabilities for ChatGPT, allowing Plus, Team, and Pro subscribers to interact with their environment using their phone cameras. The new Advanced Voice Mode with vision can analyze objects,...

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Google's Gemini 2.0 AI promises to be faster and smarter via agentic advances

Google has announced Gemini 2.0, an improved AI model with enhanced capabilities like multimodal reasoning, long context understanding, and complex instruction following. The update aims to enable more "agentic" AI that can take...

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Researchers Rank AI Models Based on How Well They Can Navigate Your Android Screen

GPT-4V outperforms other AI models in Android screen navigation, achieving a 70.2% partial action matching score on the AITW dataset. This experiment evaluates AI's ability to follow natural language instructions and navigate...

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Researchers at Microsoft Teach AI to Navigate an iPhone

GPT-4V's ability to navigate iOS screens was tested using two sets of experiments: intended action description and localized action execution. The study involved 110 instructions and iOS screenshots, evaluating the AI's semantic...

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Researchers Develop New Vision-Enabled AI Model That Outsmarts Text-Only AI

GPT-4V excels at smartphone navigation using visual input, screen descriptions, and interaction history, surpassing text-only models and showcasing potential for visual-based device control.

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Researchers Find Clever Way to Get AI to Navigate Your Screen

MM-Navigator uses GPT-4V to navigate smartphone screens based on user instructions. The system employs a Set-of-Mark approach, detecting UI elements and adding numeric tags to communicate clickable areas to GPT-4V. This method...

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Apple Marries Siri to ChatGPT in Latest AI Update

Apple has integrated ChatGPT with Siri, allowing users to access AI-powered responses and content generation through voice commands in Siri and Apple's Writing Tools, with optional use and privacy controls.

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AI 101: Building and Deploying an AI Model

AI model training involves data gathering, cleansing, training, checkpointing, and deployment. This complex process is resource-intensive and time-consuming, with data preparation taking up to 80% of development time. Training...

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How OpenAI’s Sora works

OpenAI's Sora generates realistic videos from text and images using 3D "patches" and time as a dimension, but struggles with continuity and causality while raising concerns about potential misuse for deepfakes and misinformation.

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Google’s new Project Astra could be generative AI’s killer app

Google DeepMind unveiled Project Astra, a universal AI assistant that combines visual, audio, and text inputs to perform tasks and answer questions. Astra integrates with Google services and uses Gemini 2.0, which is claimed to...

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Understanding Enterprise AI Readiness: It’s All About Your Data

Companies face data silos, security, and sustainability challenges in AI adoption, with unified data management across environments being crucial for success, according to NetApp's report, which predicts 2025 as a pivotal year...

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ollama/ollama: Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models.

Ollama simplifies large language model management, supporting various models, customization, and multimodal features, while offering command-line and API interactions, along with numerous community integrations for different...

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AI Pioneers Win Nobel Prizes for Physics and Chemistry

The 2024 Nobel Prizes in Physics and Chemistry honored pioneering AI work. Hopfield and Hinton won for neural networks in Physics, while Hassabis and Jumper received the Chemistry prize for AlphaFold, a protein structure...

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