beir

PyPI

Is beir safe to use?

Based on the latest brin safety scan, no vulnerabilities or threats were detected for beir v2.2.0. Trust score: 80/100. No known CVE vulnerabilities, no detected threat patterns, and no suspicious capabilities identified. This is an automated, point-in-time assessment.

Install (safety-checked)

beir Passed Security Checks

No security concerns detected

clean
CVEs

0

Threats

0

Install Scripts

0

No Concerns Detected

No security concerns detected in the latest brin assessment. This is an automated, point-in-time evaluation — security posture may change.

This is an automated, point-in-time assessment and may contain errors. Findings are risk indicators, not confirmed threats. Security posture may change over time. Maintainers can dispute findings via the brin review process.

beir Capabilities & Permissions

What beir can access when installed. Review these capabilities before using with AI agents like Cursor, Claude Code, or Codex.

Network Access

This package makes network requests.

arxiv.orggithub.comhuggingface.copytorch.orgstackoverflow.comwww.elastic.co
Protocols: https

Filesystem Access

Reads and writes to the filesystem.

Environment Variables

Accesses the following environment variables.

COHERE_API_KEYRANKWORLD_SIZE

Native Modules

Contains native code that runs outside the JavaScript sandbox.

numpy

AGENTS.md for beir

Good instructions lead to good results. brin adds beir documentation to your AGENTS.md so your agent knows how to use it properly—improving both safety and performance.

brin init

Vercel's research: 100% accuracy with AGENTS.md vs 53% without →

beir Documentation & Source Code

For the full beir README, API documentation, and source code, visit the official package registry.

Frequently asked questions about beir safety

Weekly Downloads

10.0K

Version

2.2.0

Last Scanned

Feb 12, 2026

Trust Score

80/100·Legitimacy signals, not safety

Capabilities

Network

Connects to: arxiv.org, github.com, huggingface.co...

Filesystem

Reads & Writes files

Environment

Accesses: COHERE_API_KEY, RANK, WORLD_SIZE

Native

Contains native modules