clodss vs lancedb-study

clodss

On-Disk data-structures store with redis-like API. (by codomatech)

embedded-database Data structures

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lancedb-study

Benchmark study on LanceDB, an embedded vector DB, for full-text search and vector search (by prrao87)

lance lancedb vector-database vector-db embedded-database

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clodss		lancedb-study
	Project
1	Mentions	1
1	Stars	11
-	Growth	-
0.0	Activity	8.9
over 3 years ago	Latest Commit	5 months ago
Python	Language	Python
BSD 3-clause "New" or "Revised" License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

clodss

Posts with mentions or reviews of clodss. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-08.

New stable realease of Xamboo
2 projects | /r/golang | 8 Mar 2021

Tell me about file-system data stores (https://github.com/codomatech/clodss) ;). The only issue is that it make horizontal scaling tricky.

lancedb-study

Posts with mentions or reviews of lancedb-study. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-26.

VectorDB: Vector Database Built by Kagi Search
9 projects | news.ycombinator.com | 26 Nov 2023

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...

What are some alternatives?

When comparing clodss and lancedb-study you can also consider the following projects:

xamboo - The CMS Framework and web server to build full applications and APIs for Go

txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

boltons - 🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

Wallabag - wallabag is a self hostable application for saving web pages: Save and classify articles. Read them later. Freely.

best-of-python - 🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.

deeplake - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

vectordb - A minimal Python package for storing and retrieving text using chunking, embeddings, and vector search.

onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

cog - Micro Graph Database for Python Applications