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vibrantlabsai / ragas

Supercharge Your LLM Application Evaluations 🚀

Why this job: topics: llmops, evaluation

What it does

  • Objective Metrics. Evaluate your LLM applications with precision using both LLM-based and traditional metrics.
  • Test Data Generation. Automatically create comprehensive test datasets covering a wide range of scenarios.
  • Seamless Integrations. Works flawlessly with popular LLM frameworks like LangChain and major observability tools.
  • Build feedback loops. Leverage production data to continually improve your LLM applications.

Get started

pip install ragas
Maintenance
Inactive
Last commit 8 months ago
Stars
16,298
+62 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
v0.4.3
Released 10 months ago
Built with
Python
83% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
71% closed
392 still open
Pull requests
1,122 merged
271 waiting
Releases
89
5 in the last year

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More: languages, topics and project record

Languages

  • Python 83%
  • Jupyter Notebook 17%
  • Makefile <1%
  • Dockerfile <1%

Topics

  • llm
  • llmops
  • evaluation

Project record

  • JobEvals and observability
  • StatusListed
  • Commits1,147
  • Forks1,813
  • Watching61
  • Stars in 28 days+294
  • CreatedMay 8, 2023
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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