Instructor

This patch release introduces support for Google GenAI context caching via the cached_content parameter.

This release focuses on standardizing provider factory methods and exception handling, while adding Bedrock document support and fixing critical bugs in GenAI, OpenAI, and Cohere integrations.

This release introduces image support for Bedrock, improves type safety with a py.typed marker, and includes critical fixes for Gemini streaming and Anthropic tool blocks.

This release introduces enhanced retry tracking, per-call hooks, and xAI streaming support while fixing critical bugs in OpenAI JSON mode and Gemini response handling. It also marks the transition from validation_context to a unified context parameter.

This release introduces enhanced retry tracking, per-call hook support, and llms.txt documentation support, while fixing multimodal import issues.

This release enhances Google Cloud Storage support for multimodal data types and restores backwards compatibility for exception imports.

This release introduces a major modular reorganization of the codebase, adds support for xAI, OpenRouter, and Truefoundry providers, and implements in-memory batching.

This release introduces native caching (Redis/AutoCache), expands provider support to include DeepSeek and Anthropic parallel tools, and migrates Google integrations to the new google-genai SDK.

This release introduces support for the xAI provider and includes several bug fixes for Gemini API safety settings and GenAI image harm categories.

This release introduces Azure OpenAI support and simplifies Gemini safety configurations while fixing public API visibility for exceptions and JSON schema issues.

This release introduces Ollama and Writer provider support, improves Gemini and Anthropic integrations, and standardizes VertexAI async parameters. It also enhances error handling with a new exception hierarchy and resolves several dependency conflicts.

Release 1.8.3 introduces support for asynchronous Bedrock clients and response handling, alongside various bug fixes for the Bedrock converse endpoint and documentation improvements.

This patch release removes a stray print statement to clean up console output.

Release 1.8.1 introduces a unified provider interface and enables streaming support directly within the create method, alongside fixes for Anthropic web search.

This release introduces a unified provider interface with string-based initialization and includes several bug fixes for Google GenAI and Python 3.10 type compatibility.

This release introduces async partial streaming for Gemini, adds Mistral PDF support, and improves type hinting for LiteLLM integrations.

This release introduces streaming support for Mistral and VertexAI, fixes a filename length bug in Google GenAI, and significantly expands documentation including Cursor rules and llms.txt support.

Version 1.7.7 introduces SambaNova examples for both sync and async workflows and includes minor dependency fixes.

This patch release addresses an incorrect import issue discovered in version 1.7.5.

This release introduces support for Mistral Structured Outputs and the Google GenAI SDK, alongside documentation improvements for SQL models and contributing guidelines.

This release introduces support for Open Router, updates the Anthropic dependency, and includes several documentation and testing fixes.

This release introduces support for AWS Bedrock and Perplexity Sonar, adds Claude 3.7 Sonnet reasoning support, and defaults Gemini to JSON mode. It also includes various documentation improvements and a new utility to strip control characters from LLM outputs.