katanaml / sparrow
Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM
Why this job: works in the areas we cover, but does not say which job it does
What it does
- Drag & Drop. Upload documents directly
- Real-time Processing. See results instantly
- Data Query. JSON based schema for data query
- Structured Output. JSON structured output
Get started
# 1. Clone repository
git clone https://github.com/katanaml/sparrow.git
cd sparrow You need: Python 3.12.10+ (use pyenv for version management); macOS (for MLX backend) or Linux/Windows (for other backends); GPU (make sure GPU have enough memory to run selected Vision LLM)
- Maintenance
- Active
- Last commit 2 days ago
- Stars
- 5,233
- +1 this week
- Licence
- GPL-3.0
- Share-alike terms
- Downloads for
- None listed
- No release files
- Latest version
- v0.6.0
- Released 5 months ago
- Built with
- Python
- 59% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 9 merged
- 0 waiting
- Releases
- 13
- 3 in the last year
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 59%
- TypeScript 34%
- CSS 7%
- Shell <1%
Topics
- machinelearning
- huggingface-transformers
- computer-vision
- llm
- vllm
- agentic-ai
- documentai
Project record
- JobOther AI tools
- StatusListed
- Commits1,117
- Forks518
- Watching58
- Stars in 28 days+10
- CreatedJan 8, 2022
- First seen by usNov 7, 2026
- CheckedNov 12, 2026