#data-retrieval

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#rag
Artificial intelligence
fromMedium
3 months ago

Mastering RAG: Enhancing AI Applications with Retrieval-Augmented Generation

RAG integrates retrieval mechanisms with generative language models, enhancing AI response accuracy and relevance.
fromMedium
3 weeks ago
Artificial intelligence

AI Made Simple -What Every Conversation Designer Should Know (Series)-RAG Basics

Artificial intelligence
fromMedium
3 months ago

Mastering RAG: Enhancing AI Applications with Retrieval-Augmented Generation

RAG integrates retrieval mechanisms with generative language models, enhancing AI response accuracy and relevance.
fromMedium
3 weeks ago
Artificial intelligence

AI Made Simple -What Every Conversation Designer Should Know (Series)-RAG Basics

more#rag
Artificial intelligence
fromGeeky Gadgets
3 weeks ago

How Hybrid Search is Changing the Game for AI Agents

Hybrid search combines precise keyword search with semantic vector search, improving AI agents' data retrieval capabilities.
It uses techniques like reciprocal rank fusion to rank results from both methods effectively.
Data science
fromInfoQ
2 months ago

Bridging Modalities: Multimodal RAG for Advanced Information Retrieval

Multimodal retrieval-augmented generation enhances AI by integrating text, images, and structured data for deeper understanding.
Healthcare, social media, and enterprise search benefit from multimodal RAG applications.
Unique challenges in multimodal data require innovative approaches like unified embeddings and reranking.
Data science
fromComputerworld
2 months ago

Chat with your data: How 4 genAI tools stack up

AI tools vary in effectiveness for retrieving specific information from social media and structured data sources.
Claude and NotebookLM performed better in targeted searches than ChatGPT and Perplexity.
Challenges of navigating extensive datasets highlight real-world applications in demographic research.
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