LOTUS

Getting Started

  • Installation
  • Core Concepts

Agentic Semantic Operators

  • Agentic Operators
  • The Corpus
  • Agentic Map-Reduce
  • Agentic Map-Reduce Examples
  • Agentic Filter

LLM Semantic Operators

  • sem_map
  • sem_extract
  • sem_filter
  • sem_agg
  • sem_topk
  • sem_join
  • sem_search
  • sem_sim_join
  • sem_cluster_by

Optimizations

  • LazyFrame API
  • Optimized Execution with LazyFrames
  • LazyFrame API Reference

LLM Judge Suite

  • Overview
  • LLM as judge
  • Pairwise judge
  • Evaluation Advanced Features

Utility Operators

  • sem_partition_by
  • sem_index
  • sem_dedup
  • web_search
  • web_extract

Models

  • LLM
  • Retrieval Models
  • ReRanker Models
  • Multimodal Models
  • Vector Stores
  • Tracking LM Usage

Advanced Usage

  • Optimized Processing with Approximations
  • Prompt Strategies
  • Setting Configurations
  • Reasoning Models

Data Loading and DB Connectors

  • Database Connectors
  • File Loading with DirectoryReader
LOTUS
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© Copyright 2024, Liana Patel, Siddharth Jha, Carlos Guestrin, Matei Zaharia.

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