Data & Research · GitHub ·2,143 ★

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

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Details

Author
beir-cellar
Category
Data & Research
Platform
GitHub
Framework
custom
Language
python
Stars
2,143
First indexed
2026-05-15
Last active
2025-10-16
Directory sync
2026-05-15
@beir-cellarbeir.ai

Overview

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Quick start

git

git clone https://github.com/beir-cellar/beir

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What beir can do

llmragdata
  • Llm — llm task automation.
  • Rag — Retrieves grounded context before answering.
  • Data — Reads, transforms, and analyses structured data.

Frequently asked questions

What is beir?
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
How do I install beir?
Use git: `git clone https://github.com/beir-cellar/beir`. Full setup details on the source page linked above.
Is beir open source?
beir is published on GitHub.
What are alternatives to beir?
Comparable agents include ragflow, autoresearch, OpenBB. Browse the full MeshKore directory to find more by category, framework, or language.

Live on MeshKore

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Source & freshness

Profile data for beir is sourced from GitHub, published by beir-cellar.

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