Explore the innovative LanceDB design, empowering you to independently scale compute and storage. No longer constrained by the need for sufficient memory to store the entire transaction set, LanceDB enables scalable expansion with fewer resources compared to typical vector DB solutions. Join us in this brief video to unravel the mechanics behind this innovative approach.
...
https://www.youtube.com/watch?v=WPVnIlcQdbU
Series: LanceDB Solutions
Subject: Multitask Embedding with LanceDB
Guest: Ayush Chaurasia, Founding ML Engineer at LanceDB
Ayush and Shawn walk through this LanceDB recipe, which covers the integration of the Instruct Embedding Model with the LanceDB embedding API.
Link to project: https://github.com/lancedb/vectordb-recipes/tree/main/examples/instruct-multitask
www.lancedb.com
#AI #AIengineering #vectordb #lancedb #dataengineering
...
https://www.youtube.com/watch?v=O93_LjTT2es
Guest: Chang She, CEO and co-founder of LanceDB
Subject: The first in a series delving into multi-modal AI with LanceDB
Dive into the basics of multi-modal AI with this explanation, with examples.
#AI #AIengineering #vectordb #lancedb #changshe
...
https://www.youtube.com/watch?v=MKEgdI-Dkxc
Series: Ask the Experts
Subject: What is a vector database?
Guest: Weston Pace, Sr. Software Engineer at LanceDB
This discussion reviews what a vector database is, why you need it, how a vector database solves the problem, and why Lance created a new format to efficiently work with it all.
www.lancedb.com
#AI #AIengineering #vectordb #lancedb
...
https://www.youtube.com/watch?v=8RG32AmR5xA
Series: LanceDB Solutions
Subject: Using DuckDB and LanceDB together
This short walkthrough will describe how to use Python with both LanceDB and DuckDB to create and load a Vector store, then cast it to Arrow format to query from DuckDB.
Interactive demo: https://app.storylane.io/share/tbg5rercho6y
#AI #AIengineering #vectordb #lancedb #duckdb #pandas
...
https://www.youtube.com/watch?v=0Sd7wCqSKNs
Series: LanceDB Solutions
Subject: Audio Similarity Search using Vector Embeddings
Guest: Ayush Chaurasia, Founding ML Engineer at LanceDB
Ayush and Shawn walk through this LanceDB recipe that will ingest batches of audio files and then do a similarity search to find similar audio files from the available content.
Link to project https://github.com/lancedb/vectordb-recipes/tree/main/examples/audio_search
www.lancedb.com
#AI #AIengineering #vectordb #lancedb #dataengineering #multimodal
...
https://www.youtube.com/watch?v=Oa_kU3F5AI8
Series: LanceDB Solutions
Subject: Multitask Embedding with LanceDB
Guest: Ayush Chaurasia, Founding ML Engineer at LanceDB
Ayush and Shawn walk through this LanceDB recipe, which covers integrating the Instruct Embedding Model with the LanceDB embedding API.
Link to project https://github.com/lancedb/vectordb-recipes/tree/main/examples/instruct-multitask
www.lancedb.com
#AI #AIengineering #vectordb #lancedb #dataengineering
...
https://www.youtube.com/watch?v=Z0QjYIfJQVA
Series: LanceDB Discovery
Subject: PyTorch/TensorFlow Integration
Guest: Will Jones, Senior Software Engineer at LanceDB
Learn about data loading with LanceDB in the context of PyTorch and TensorFlow. Will Jones dives into some good details on pitfalls and tips.
www.lancedb.com
#AI #AIengineering #vectordb #lancedb #pytorch #tensorflow
...
https://www.youtube.com/watch?v=-nfAYxo12Os