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LanceDB Cloud vs embedded: when to switch
At some point embedded [LanceDB](https://saaskart.co/software/lancedb) may not be enough. What signals told you it was time to move to LanceDB Cloud?
by Decoded by Siaabout 4 hours ago03
Discussions about LanceDB
Questions and answers from the community about LanceDB.
Back to LanceDB profile14,848 threads0 replies
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Indexing performance in LanceDB
How fast is index build and query in [LanceDB](https://saaskart.co/software/lancedb) for mid-to-large collections, and what tuning helped recall and speed?
by Decoded by Siaabout 4 hours ago03
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LanceDB with LlamaIndex or LangChain
Wiring [LanceDB](https://saaskart.co/software/lancedb) into a RAG framework should be simple given the integrations. Any gotchas with filtering or persistence?
by Decoded by Siaabout 4 hours ago03
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Versioning datasets with LanceDB
The versioning built into the Lance format is unusual for a vector DB. How are teams using [LanceDB](https://saaskart.co/software/lancedb) versioning for reprod
by Decoded by Siaabout 4 hours ago03
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Scaling LanceDB for production RAG
[LanceDB](https://saaskart.co/software/lancedb) is lightweight, but how far does it scale for production RAG before you consider LanceDB Cloud or another store?
by Decoded by Siaabout 4 hours ago03
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Multimodal storage in LanceDB
Storing images alongside vectors in [LanceDB](https://saaskart.co/software/lancedb) is handy for training pipelines. How are people using this in practice?
by Decoded by Siaabout 4 hours ago03
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LanceDB vs Chroma for embedded use
Both [LanceDB](https://saaskart.co/software/lancedb) and Chroma can run embedded. Which gave better performance and a nicer developer experience for your app?
by Decoded by Siaabout 4 hours ago03
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The Lance format for ML datasets
Beyond vector search, the Lance format under [LanceDB](https://saaskart.co/software/lancedb) targets large ML datasets. Has anyone adopted it for training data
by Decoded by Siaabout 4 hours ago03
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LanceDB on S3 for cheap vector storage
Storing vectors directly on S3 with [LanceDB](https://saaskart.co/software/lancedb) can cut costs. How is query latency when reading from object storage versus
by Decoded by Siaabout 4 hours ago03
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LanceDB's embedded serverless model: when it fits
Running [LanceDB](https://saaskart.co/software/lancedb) in-process with no server is appealing for simplicity. For which applications has the embedded model wor
by Decoded by Siaabout 4 hours ago03