Podknife - Pinecone Vector Database with Marek Galovic by Machine Learning

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Pinecone Vector Database with Marek Galovic

Podcast |: Machine Learning - Software Engineering Daily
Publisher |: Software Engineering Daily
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Interview,; Machine Learning,; Technology
Categories Via RSS |: Technology
Publication Date |: Jan 02, 2024
Episode Duration |: 00:39:29

An embedding is a concept in machine learning that refers to a particular representation of text, images, audio, or other information. Embeddings are designed to make data consumable by ML models. However, storing embeddings presents a challenge to traditional databases. Vector databases are designed to solve this problem. Pinecone has developed one of the most

The post Pinecone Vector Database with Marek Galovic appeared first on Software Engineering Daily.

An embedding is a concept in machine learning that refers to a particular representation of text, images, audio, or other information. Embeddings are designed to make data consumable by ML models.

However, storing embeddings presents a challenge to traditional databases. Vector databases are designed to solve this problem.

Pinecone has developed one of the most prominent vector databases that is widely used for ML and AI applications.

Marek Galovic is a software engineer at Pinecone and works on the core database team. He joins the podcast today to talk about how vector embeddings are created, engineering a vector database, unsolved challenges in the space, and more.

3-2.png">3-2.png?resize=218%2C258&ssl=1" alt="" width="218" height="258">Sean’s been an academic, startup founder, and Googler. He has published works covering a wide range of topics from information visualization to quantum computing. Currently, Sean is Head of Marketing and Developer Relations at Skyflow and host of the podcast Partially Redacted, a podcast about privacy and security engineering. You can connect with Sean on Twitter @seanfalconer.

Pinecone.txt">Please click here to see the transcript of this episode.

Watch the video episode here

Sponsorship inquiries: sponsor@softwareengineeringdaily.com

The post Pinecone Vector Database with Marek Galovic appeared first on Software Engineering Daily.

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