Top 3 Python embedded-database Projects
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lancedb-study
Benchmark study on LanceDB, an embedded vector DB, for full-text search and vector search
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
I thought the API here was quite neat. It's fairly simple to implement a lancedb backend for it instead of sklearn/faiss/mrpt as the source code is really simple.
This repo is basically just a nice api and the needed chunking and batching logic. Using lancedb, you'd still have to write that, as exemplified here: https://github.com/prrao87/lancedb-study/blob/main/lancedb/i...
Python embedded-database related posts
Index
What are some of the best open-source embedded-database projects in Python? This list will help you:
Project | Stars | |
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1 | cog | 284 |
2 | lancedb-study | 11 |
3 | clodss | 1 |
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