Category: multimodal
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Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example
Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example Walkthrough using open-source prompt optimization algorithms in Python to improve the accuracy of an autonomous vehicle car safety agent running on OpenAI’s GPT 5.2 The post Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example appeared first on Towards Data Science. Vincent Koc Go to…
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Building a Multimodal RAG That Responds with Text, Images, and Tables from Sources
Building a Multimodal RAG That Responds with Text, Images, and Tables from Sources Why do few chatbots return figures from source documents in their responses? The post Building a Multimodal RAG That Responds with Text, Images, and Tables from Sources appeared first on Towards Data Science. Partha Sarkar Go to original source
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Preparing Video Data for Deep Learning: Introducing Vid Prepper
Preparing Video Data for Deep Learning: Introducing Vid Prepper A guide to fast video data preprocessing for machine learning The post Preparing Video Data for Deep Learning: Introducing Vid Prepper appeared first on Towards Data Science. Jamie Petherbridge-Conroy Go to original source
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Building LLM Apps That Can See, Think, and Integrate: Using o3 with Multimodal Input and Structured Output
Building LLM Apps That Can See, Think, and Integrate: Using o3 with Multimodal Input and Structured Output A hands-on example of building a time-series anomaly detection system entirely through visualization and prompting The post Building LLM Apps That Can See, Think, and Integrate: Using o3 with Multimodal Input and Structured Output appeared first on Towards…
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Chat with Your Images using Multimodal LLMs
Chat with Your Images using Multimodal LLMs Chat with Your Images Using Llama 3.2-Vision Multimodal LLMs Learn how to build Llama 3.2-Vision locally in a chat-like mode, and explore its Multimodal skills on a Colab notebook Annotated image by author. Original image by Pixabay. Introduction The integration of vision capabilities with Large Language Models (LLMs) is revolutionizing…