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# Guidance # Guidance
Text Generation Inference (TGI) now supports [Grammar and Constraints](#grammar-and-constraints) and [Tools and Functions](#tools-and-functions) to help developer guide the LLM's responses and enhance its capabilities. Text Generation Inference (TGI) now supports [JSON and regex grammars](#grammar-and-constraints) and [tools and functions](#tools-and-functions) to help developer guide LLM responses to fit their needs.
These feature is available starting from version `1.4.3`. These features are accessible via the text-generation-client library and is compatible with OpenAI's client libraries. The following guide will walk you through the new features and how to use them! These feature are available starting from version `1.4.3`. They are accessible via the [text_generation](https://pypi.org/project/text-generation/) library and is compatible with OpenAI's client libraries. The following guide will walk you through the new features and how to use them!
### Quick Start ## Quick Start
Before we jump into the deep end, ensure your system is rocking TGI version `1.4.3` or later to access all the cool new features we're about to explore. Before we jump into the deep end, ensure your system is using TGI version `1.4.3` or later to access all the features we're about to explore in this guide.
If you're not up to date, grab the latest version and let's roll! If you're not up to date, grab the latest version and let's get started!
## Table of Contents 📚 ## Table of Contents 📚
#### Grammar and Constraints ### Grammar and Constraints
- [The Grammar Parameter](#the-grammar-parameter): Shape your AI's responses with precision. - [The Grammar Parameter](#the-grammar-parameter): Shape your AI's responses with precision.
- [Constrain with Pydantic](#constrain-with-pydantic): Define a grammar using Pydantic models. - [Constrain with Pydantic](#constrain-with-pydantic): Define a grammar using Pydantic models.
- [JSON Schema Integration](#json-schema-integration): Fine grain control over your requests via JSON schema. - [JSON Schema Integration](#json-schema-integration): Fine grain control over your requests via JSON schema.
- [Using the client](#using-the-client): Use TGI's client libraries to shape the AI's responses. - [Using the client](#using-the-client): Use TGI's client libraries to shape the AI's responses.
#### Tools and Functions ### Tools and Functions
- [The Tools Parameter](#the-tools-parameter): Enhance the AI's capabilities with predefined functions. - [The Tools Parameter](#the-tools-parameter): Enhance the AI's capabilities with predefined functions.
- [Via the client](#text-generation-inference-client): Use TGI's client libraries to interact with the Messages API and Tool functions. - [Via the client](#text-generation-inference-client): Use TGI's client libraries to interact with the Messages API and Tool functions.