autointent

This is AutoIntent API reference.

Submodules

• autointent.configs
• autointent.context
• autointent.custom_types
• autointent.exceptions
• autointent.generation
• autointent.metrics
• autointent.modules
• autointent.nodes
• autointent.schemas
• autointent.utils

Classes

Ranker	Cross-encoder for Natural Language Inference (NLI).
Embedder	A wrapper for managing embedding models using sentence_transformers.SentenceTransformer.
VectorIndex	A class for managing a vector index using FAISS and embedding models.
Dataset	Represents a dataset with associated metadata and utilities for processing.
Hasher	A class that provides methods for hashing data using xxhash.
Context	Context manager for configuring and managing data handling, vector indexing, and optimization.
OptimizationConfig	Configuration for the optimization process.
Pipeline	Pipeline optimizer class.

Functions

setup_logging(level[, log_filename])	Set stdout and file handlers for logging autointent internal actions.
load_dataset(path)	Load data from a specified path or use default sample data.