Multi-Modal

Embodied Intelligence and Multi-modal Language Models: Is GPT-4 Vision the Strongest Agent?

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Embodied Intelligence and Multi-modal Language Models: Is GPT-4 Vision the Strongest Agent?

Author: PCA-EVAL Team Affiliation: Peking University & Tencent Abstract: Researchers from Peking University and Tencent have proposed the PCA-EVAL multi-modal embodied decision-making intelligence evaluation set. By comparing end-to-end decision-making methods based on multi-modal models with tool invocation methods based on LLMs, it has been observed that GPT-4 Vision demonstrates outstanding end-to-end decision-making capabilities from multi-modal … Read more

Overview of 26 SOTA Multi-Modal Large Language Models

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Overview of 26 SOTA Multi-Modal Large Language Models

Machine Heart Report Machine Heart Editorial Team What is the progress of multi-modal large language models?Here are 26 of the current best multi-modal large language models. The focus in the field of AI is shifting from large language models (LLMs) to multi-modal capabilities. Thus, multi-modal large language models (MM-LLMs) that enable LLMs to have multi-modal … Read more

What Cross-Modal Scenarios Does GraphRAG Support?

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What Cross-Modal Scenarios Does GraphRAG Support?

What Cross-Modal Scenarios Does GraphRAG Support? No Small Talk, Straight to the Point GraphRAG (Graph-based Retrieval-Augmented Generation) is a framework that combines knowledge graphs and retrieval-augmented generation technology, effectively handling cross-modal scenarios and supporting various complex data types and application scenarios. Below, we will introduce the main cross-modal scenarios supported by GraphRAG. 1. Text-Image Question … Read more

Phidata: A Framework for Multi-Modal Agents

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Phidata: A Framework for Multi-Modal Agents

More AI Open Source Tools: https://www.aiinn.cn/ Phidata is a framework for building multi-modal agents. Using Phidata, you can: build multi-modal agents with memory, knowledge, tools, and reasoning. Establish a team of agents that can collaborate to solve problems. Chat with your agents using a beautiful Agent UI. 16200 Stars 2200 Forks 28 Issues 82 Contributors … Read more