Parallel Web Systems | Enterprise Deep Research API
Enterprise deep research API with structured data extraction for AI agents. Up to 58% accuracy outperforming GPT-5 (41%), Exa (14%), Anthropic (7%), P...
Python Library
Summary
LOTUS is an open-source Python query engine using LLMs and a Pandas-like API for fast document processing. It optimizes queries for up to 400x speedups and supports declarative AI pipelines for tasks like fact-checking and search ranking.
Highlights
- Pandas-like API with LLM-powered semantic operators
- Up to 400x performance optimization
- Declarative multi-step AI pipeline support
- State-of-the-art accuracy on classification tasks
- Seamless integration with vector databases
auto-generated
Context
Audience
Data Scientists and Software Developers
DomainMachine Learning
Formatsoftware documentation
Accessopen source
Topics
Related
PandasLarge Language ModelsSemantic SearchDocument ProcessingVector DatabasesFEVER Dataset