Awesome Open

Project record

OpenScholar

OpenScholarRetrieval-augmented language-model pipeline that searches scientific papers and synthesizes source-grounded answers.Apache-2.0
Field notes / 421OpenScholar
I / Function

Retrieval-augmented language-model pipeline that searches scientific papers and synthesizes source-grounded answers.

OpenScholar helps researchers answer questions using scientific literature by retrieving relevant papers and generating responses grounded in those sources. Its Python pipeline supports local language-model inference, retrieval and reranking, with additional retrieval through Semantic Scholar and optional web search APIs. The repository also provides training code and tools for offline retrieval or hosted retrieval servers.

OpenScholar README · Reviewed 2026-10-27

A circular basket of connected paper ribbons gathering into a broad central scroll.
Awesome Open* · Field recordOpenScholarOP-F4A3AC1B · Folio 421Domain: AI & Language Models / Education & Research
  1. 01 / Feature noteLiterature-grounded answers

    Retrieve relevant scientific papers before generating a response using their contents as context.

    Feature source ↗
  2. 02 / Feature noteRetrieval and reranking

    Run a retrieval-plus-reranker pipeline with a local OpenScholar language model.

    Feature source ↗
II / Repository record

GitHub stars

1,683

Detected license

Apache-2.0

Repository created

2024-11-15

Repository push

2025-08-13

III / Observations & evidence

GitHub stars

Unknown

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Window mismatch; awaiting refresh

Cached history uses a different month window; chart withheld until aligned.

Latest attempt: ok · Checked 2026-10-28T03:16:33.890855+00:00 · Last successful fetch 2026-10-28T03:16:33.890855+00:00 · Provider source

Hacker News stories

Unknown

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Not recorded

OpenSSF Scorecard

Unknown

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Unavailable

No result returned.

Checked 2026-10-27T08:17:32Z · Latest attempt: not found · Provider source

IV / Release record

GitHub release

Unknown

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Unavailable

No result returned.

Checked 2026-11-04T04:04:05Z · Latest attempt: not found · Provider source

V / Where it runs

Unknown

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Not reviewed