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Searcharray Alternatives
Similar projects and alternatives to searcharray
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Pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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Judoscale
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txtai
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auth
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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searx
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lofi-dx
Discontinued A small, fast, local-first, searchable index for client side apps written in Typescript. Supports required, negated, and phrase queries.
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InfluxDB
InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better searcharray alternative or higher similarity.
searcharray discussion
searcharray reviews and mentions
Posts with mentions or reviews of searcharray.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-08-29.
- Show HN: SearchArray – Full text search that feels like a NumPy array
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Farewell Pandas, and thanks for all the fish
GeoPandas is one popular library (https://geopandas.org/en/stable/)
I added a column type for full text search, searching tokenized text (https://github.com/softwaredoug/searcharray)
The pandas support for extensions is very robust with extensive testing to make sure you can do all the data aggregations functionality you expect in and pandas column.
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A search engine in 80 lines of Python
This is really cool. I have a pretty fast BM25 search engine in Pandas I've been working on for local testing.
https://github.com/softwaredoug/searcharray
Why Pandas? Because BM25 is one thing, but you also want to combine with other factors (recency, popularity, etc) easily computed in pandas / numpy...
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Are we at peak vector database?
You might be interested in
https://github.com/softwaredoug/searcharray
- SearchArray turns Pandas string columns into a term index
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Show HN: SearchArray – Text Search in Pandas
I've long worked with Lucene based search engines like Solr and Elasticsearch. Anytime I need to experiment with relevance ranking in these systems, I'm exhausted by needing to set them up and work with something so disjoint from normal data tooling.
Further - the underlying ranking is buried in needless mystique (you know a boolean should query, sums the scores, right?). You shouldn't need to read a book (like Relevant Search ;) ) to unpack mystique that's really basic math.
Why not just let people build ranking systems with vectorized math in a numpy/pandas stack?
SearchArray lets anyone build a search prototype in Pandas. Typically building / experimenting with a smaller labeled dataset. If it works out, you can transfer it relatively easily to Elasticsearch or Solr for implementation.
SearchArray is a pandas extension array that creates an underlying search index for BM25 term/phrase based searching.
It's not quite done (will it ever be?) but its getting far enough along to be useful. So feedback is very welcome.
https://github.com/softwaredoug/searcharray
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A note from our sponsor - InfluxDB
influxdata.com | 19 Apr 2025
Stats
Basic searcharray repo stats
6
223
9.4
4 months ago
softwaredoug/searcharray is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of searcharray is Python.
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