AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
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
Episode guests
AI Summary
Highlights
AI Chapters
Episode notes
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.
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode