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Weaviate Podcast

The Future of Search with Nils Reimers and Erika Cardenas - Weaviate Podcast #97!

Jun 11, 2024
Join the 97th Weaviate Podcast with Nils Reimers and Erika Cardenas as they delve into AI-powered search technology. Topics include Compass embeddings, multi-aspect chunking, ColBERT, RAG Evaluation, and more. Discover the challenges and solutions in embeddings, LLMs, smart chunking strategies, evaluating chatbots, and optimizing vector databases with quantization methods.
59:41

Podcast summary created with Snipd AI

Quick takeaways

  • Cohere's Compass embeddings address challenges faced by traditional embeddings when dealing with longer text for refined search results.
  • Innovative approaches like Cohere's Compass embeddings create a knowledge graph for more precise and granular search results.

Deep dives

Advancements in AI Power Search, Cohere's Compass Embeddings

Recent advancements in AI power search are discussed, focusing on Cohere's latest Compass embeddings. These new embeddings are being tested with beta customers to address challenges faced by traditional embeddings when dealing with longer text. The goal is to provide more refined search results in scenarios involving multi-aspect data and longer documents.

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