google / langextract
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
Why this job: works in the areas we cover, but does not say which job it does
What it does
LangExtract is a Python library that uses LLMs to extract structured information from unstructured text documents based on user-defined instructions. It processes materials such as clinical notes or reports, identifying and organizing key details while ensuring the extracted data corresponds to the source text.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 2 days ago
- Stars
- 39,304
- +43 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v1.7.2
- Released 5 days ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 67% closed
- 74 still open
- Pull requests
- 155 merged
- 42 waiting
- Releases
- 21
- 11 in the last year
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More: languages, topics and project record
Languages
- Python 100%
- Shell <1%
- Dockerfile <1%
Topics
- llm
- nlp
- python
- gemini-ai
- information-extration
- large-language-models
- structured-data
- gemini
- gemini-api
- gemini-flash
- gemini-pro
Project record
- JobOther AI tools
- StatusListed
- Commits209
- Forks2,753
- Watching167
- Stars in 28 days+396
- CreatedJul 8, 2025
- First seen by usNov 7, 2026
- CheckedNov 10, 2026