Vlm_arm

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vlm_arm is an AI Agents & Automation tool that integrates robotic arms with large language models and multimodal capabilities for human-robot collaboration. It allows robotic arms to understand human language and visual input, acting as an embodied intelligent agent.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is vlm_arm?

vlm_arm is a project focused on creating human-robot collaborative embodied intelligent agents by integrating robotic arms with large language models and multimodal AI. It enables robotic arms to understand human language, interpret visual input, locate coordinates, plan actions, and format responses. The project utilizes advanced models like Yi-Large, Claude 3 Opus, and GPT-4o for language understanding and multimodal vision. It is designed for robotics research and development, specifically using Elephant Robotics Mycobot 280 Pi with a Raspberry Pi 4B. The project provides tutorials for replication and setup, targeting developers and researchers interested in advanced robotics and AI applications.

Best used for

Ideal for developers and researchers who need to build advanced robotic systems, integrate large language models with physical robots, and explore human-robot interaction. Especially valuable for creating embodied intelligent agents capable of understanding complex commands and visual information in real-world scenarios.

Common actions

control robotic arms

integrate LLMs with robotics

develop embodied AI

process multimodal input

workflowslow-code/no-codecollaborationdeepfakeautomated workflow"AI Agents"open-sourcegithub copilotface swapping

Capabilities

Key features

Robotic arm integration
Large language model control
Multimodal vision understanding
Human-robot collaboration
Action planning
Coordinate localization

Target Audience

developerprofessordata scientist

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What robotic arm hardware is compatible with vlm_arm?

The vlm_arm project specifically uses the Elephant Robotics Mycobot 280 Pi robotic arm, paired with a Raspberry Pi 4B development board running Ubuntu 20.04. It also requires a camera flange and a suction pump for its functionalities.

What large language models and vision models does vlm_arm integrate?

vlm_arm integrates several advanced models for its capabilities. For agent large language models, it uses Yi-Large, Claude 3 Opus, and Wenxin Model 4.0 Turbo. For multimodal visual understanding, it leverages GPT-4v, GPT-4o, Yi-Vision, Claude 3 Opus, Zhipu CogVLM2-Grounding, and Tongyi Qianwen Qwen-VL-Max.

Are there tutorials available for setting up and replicating the vlm_arm project?

Yes, the project provides detailed tutorials for both replication and initial setup. These guides cover necessary steps such as installing Python 3.12 and required packages, configuring API keys, and ensuring proper microphone, speaker, and camera functionality.

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Productivity & Business › Workflow Automation

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