Next-generation development experience for computational molecular biology.
Project description
BioV
Next-generation development experience for computational molecular biology.
Highlights
- LLM first: Designed for seamless integration with large language models, built for LLM workflows, and optimized for LLM-assisted development
- Pydantic-powered: Built-in validation and serialization for robust data handling
- Pandas ecosystem: Developer-friendly DataFrame operations with extended bioinformatics capabilities
- Modern tooling: Full type hints support and configuration through environment variables
Coordination system
[!IMPORTANT] BioV consistently uses BED-like coordinates with 0-based start positions and 1-based end positions, regardless of input format (including GFF3 and VCF).
This design decision was made to (by Gemini 2.5 Pro Exp):
- Direct Compatibility: It aligns seamlessly with Python slicing and the indexing conventions of most relevant programming languages.
- Reduced Errors: Minimizes the risk of off-by-one errors, which are notoriously common when converting between 1-based/inclusive and 0-based/semi-open systems.
- Simplicity: Length calculation (end - start) and handling adjacent/empty intervals are mathematically cleaner and more intuitive within a programming context.
- Developer Familiarity: Most developers working with sequences in code are already accustomed to this paradigm.
Environments
BioV can be configured through environment variables (prefixed with BIOV_) or a .env file:
BIOV_HOME: Path to custom cache directory (default: platform-specific cache dir)BIOV_CACHE_HTTP: Enable/disable HTTP caching (default: True)
The cache directory is determined by:
BIOV_HOMEif setXDG_CACHE_HOME/biovif XDG_CACHE_HOME is set- Platform-specific cache directory otherwise
Executables
- blat
Supported formats
- GFF3
- PSL
- FASTA
- BED
- VCF
Project details
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