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feat(agent):Add okapibm25 agent #101

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feat(agent):Add okapibm25 agent #101

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its-sushant
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Description

Add a agent for bm25Okapi agent.

Files

  • agents/bm25.py

How to use

  • Running bm25 agent
    atarashi -a bm25 /path/to/file.c

  • Checking accuracy using evaluator.py
    python3 path/to/evaluator.py -a bm25

Accuracy

The accuracy score that has been tested using evaluator.py is 62%

CC: @Kaushl2208 @GMishx @hastagAB @ag4ums @vasudevmaduri

@GMishx
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GMishx commented Jul 17, 2022

Thank you for your contribution @its-sushant but the library rank-bm25 is Apache-2.0 licensed which is not compatible with GPL-2.0 license of Atarashi.

Please find an alternate of the library which is not GPL-3.0, Apache-* and AGPL-*.

@GMishx GMishx added enhancement New feature or request wontfix This will not be worked on GSoC-22 Label to tag issues and pull request for GSoC 2022 activities bug Something isn't working and removed wontfix This will not be worked on labels Jul 17, 2022
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Thank you for your contribution @its-sushant but the library rank-bm25 is Apache-2.0 licensed which is not compatible with GPL-2.0 license of Atarashi.

Please find an alternate of the library which is not GPL-3.0, Apache-* and AGPL-*.

@GMishx @its-sushant Can we implement BM25 algo in-house for Atarashi?

@its-sushant
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Thank you for your contribution @its-sushant but the library rank-bm25 is Apache-2.0 licensed which is not compatible with GPL-2.0 license of Atarashi.
Please find an alternate of the library which is not GPL-3.0, Apache-* and AGPL-*.

@GMishx @its-sushant Can we implement BM25 algo in-house for Atarashi?

Sure, we can implement bm25 transformer itself in Atarashi. I have already started working on it and will revert the changes as soon as possible.

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@its-sushant @GMishx @hastagAB