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+---
+title: API Reference Guide
+description: Explore the comprehensive API reference with details on instructors, validation, iteration, and function calls.
+---
+
+# API Reference
+
+Core modes are the recommended default. Legacy provider-specific modes still
+work but are deprecated and will show warnings. See the
+[Mode Migration Guide](concepts/mode-migration.md) for details.
+
+## Core Clients
+
+The main client classes for interacting with LLM providers.
+
+::: instructor.Instructor
+
+::: instructor.AsyncInstructor
+
+::: instructor.core.client.Response
+
+## Client Creation
+
+Functions to create Instructor clients from various providers.
+
+::: instructor.from_provider
+
+::: instructor.from_openai
+
+::: instructor.from_litellm
+
+## DSL Components
+
+Domain-specific language components for advanced patterns and data handling.
+
+::: instructor.dsl.validators
+
+::: instructor.dsl.iterable
+
+::: instructor.dsl.partial
+
+::: instructor.dsl.parallel
+
+::: instructor.dsl.maybe
+
+::: instructor.dsl.citation
+
+## Function Calls & Schema
+
+Classes and functions for defining and working with function call schemas.
+
+::: instructor.function_calls
+
+::: instructor.OpenAISchema
+
+::: instructor.openai_schema
+
+::: instructor.generate_openai_schema
+
+::: instructor.generate_anthropic_schema
+
+::: instructor.generate_gemini_schema
+
+## Validation
+
+Validation utilities for LLM outputs and async validation support.
+
+::: instructor.validation
+
+::: instructor.llm_validator
+
+::: instructor.openai_moderation
+
+## Batch Processing
+
+Batch processing utilities for handling multiple requests efficiently.
+
+::: instructor.batch
+
+::: instructor.batch.BatchProcessor
+
+::: instructor.batch.BatchRequest
+
+::: instructor.batch.BatchJob
+
+## Distillation
+
+Tools for distillation and fine-tuning workflows.
+
+::: instructor.distil
+
+::: instructor.FinetuneFormat
+
+::: instructor.Instructions
+
+## Multimodal
+
+Support for image and audio content in LLM requests.
+
+::: instructor.processing.multimodal
+
+::: instructor.Image
+
+::: instructor.Audio
+
+## Mode & Provider
+
+Enumerations for modes and providers.
+
+::: instructor.Mode
+
+::: instructor.Provider
+
+## Exceptions
+
+Exception classes for error handling.
+
+::: instructor.core.exceptions
+
+## Hooks
+
+Event hooks system for monitoring and intercepting LLM interactions.
+
+::: instructor.core.hooks
+
+::: instructor.core.hooks.Hooks
+
+::: instructor.core.hooks.HookName
+
+## Patch Functions
+
+Decorators for patching LLM client methods.
+
+::: instructor.core.patch
+
+::: instructor.patch
+
+::: instructor.apatch