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The Data Exchange with Ben Lorica
Unlocking the Power of Unstructured Data
Jul 11, 2024
CEO Chang She of LanceDB discusses the challenges and innovations in managing unstructured data for AI, including developing new data formats, optimizing AI training workloads, and enhancing applications with multimodal embeddings and vector search.
49:32
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Quick takeaways
- LanceDB offers hyperscalable vector search and interactive AI dataset exploration.
- Lance introduces LANCE, a columnar data format catering to unstructured data and AI workloads.
Deep dives
LanceDB: The Developer-Friendly Database for AI
LanceDB is a developer-friendly, open-source database designed for hyperscalable vector search, advanced retrieval for streaming training data, and interactive exploration of large AI scale datasets. It addresses the challenges of working with large-scale unstructured datasets, offering improvements over traditional formats like Parquet and ORC.
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