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haystack/docs-website/versioned_docs/version-2.19/pipeline-components/generators.mdx
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chore(docs): activate broken link checker in Docusaurus and fix broken links (#9993) 
* activate link checker

* additional link fixes

* same fix for different version

* fix anchors

* rename data classes md

* simplify links to reference

* Apply suggestions from code review

Co-authored-by: Stefano Fiorucci <stefanofiorucci@gmail.com>

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Co-authored-by: Stefano Fiorucci <stefanofiorucci@gmail.com>
2025-10-31 15:52:16 +01:00

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---
title: "Generators"
id: generators
slug: "/generators"
description: "Generators are responsible for generating text after you give them a prompt. They are specific for each LLM technology (OpenAI, local, TGI and others)."
---
# Generators
Generators are responsible for generating text after you give them a prompt. They are specific for each LLM technology (OpenAI, local, TGI and others).
| Generator | Description | Streaming Support |
| :------------------------------------------------------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :---------------- |
| [AmazonBedrockChatGenerator](generators/amazonbedrockchatgenerator.mdx) | Enables chat completion using models through Amazon Bedrock service. | ✅ |
| [AmazonBedrockGenerator](generators/amazonbedrockgenerator.mdx) | Enables text generation using models through Amazon Bedrock service. | ✅ |
| [AnthropicChatGenerator](generators/anthropicchatgenerator.mdx) | This component enables chat completions using Anthropic large language models (LLMs). | ✅ |
| [AnthropicVertexChatGenerator](generators/anthropicvertexchatgenerator.mdx) | This component enables chat completions using AnthropicVertex API. | ✅ |
| [AnthropicGenerator](generators/anthropicgenerator.mdx) | This component enables text completions using Anthropic large language models (LLMs). | ✅ |
| [AzureOpenAIChatGenerator](generators/azureopenaichatgenerator.mdx) | Enables chat completion using OpenAI’s LLMs through Azure services. | ✅ |
| [AzureOpenAIGenerator](generators/azureopenaigenerator.mdx) | Enables text generation using OpenAI’s LLMs through Azure services. | ✅ |
| [CohereChatGenerator](generators/coherechatgenerator.mdx) | Enables chat completion using Cohere's LLMs. | ✅ |
| [CohereGenerator](generators/coheregenerator.mdx) | Queries the LLM using Cohere API. | ✅ |
| [DALLEImageGenerator](generators/dalleimagegenerator.mdx) | Generate images using OpenAI's DALL-E model. | ❌ |
| [FallbackChatGenerator](generators/fallbackchatgenerator.mdx) | A ChatGenerator wrapper that tries multiple Chat Generators sequentially until one succeeds. | ✅ |
| [GoogleAIGeminiChatGenerator](generators/googleaigeminichatgenerator.mdx) | Enables chat completion using Google Gemini models. **_This integration will be deprecated soon. We recommend using [GoogleGenAIChatGenerator](generators/googlegenaichatgenerator.mdx) integration instead._** | ✅ |
| [GoogleAIGeminiGenerator](generators/googleaigeminigenerator.mdx) | Enables text generation using Google Gemini models. **_This integration will be deprecated soon. We recommend using [GoogleGenAIChatGenerator](generators/googlegenaichatgenerator.mdx) integration instead._** | ✅ |
| [GoogleGenAIChatGenerator](generators/googlegenaichatgenerator.mdx) | Enables chat completion using Google Gemini models through Google Gen AI SDK. | ✅ |
| [HuggingFaceAPIChatGenerator](generators/huggingfaceapichatgenerator.mdx) | Enables chat completion using various Hugging Face APIs. | ✅ |
| [HuggingFaceAPIGenerator](generators/huggingfaceapigenerator.mdx) | Enables text generation using various Hugging Face APIs. | ✅ |
| [HuggingFaceLocalChatGenerator](generators/huggingfacelocalchatgenerator.mdx) | Provides an interface for chat completion using a Hugging Face model that runs locally. | ✅ |
| [HuggingFaceLocalGenerator](generators/huggingfacelocalgenerator.mdx) | Provides an interface to generate text using a Hugging Face model that runs locally. | ✅ |
| [LlamaCppChatGenerator](generators/llamacppchatgenerator.mdx) | Enables chat completion using an LLM running on Llama.cpp. | ❌ |
| [LlamaCppGenerator](generators/llamacppgenerator.mdx) | Generate text using an LLM running with Llama.cpp. | ❌ |
| [LlamaStackChatGenerator](generators/llamastackchatgenerator.mdx) | Enables chat completions using an LLM model made available via Llama Stack server | ✅ |
| [MetaLlamaChatGenerator](generators/metallamachatgenerator.mdx) | Enables chat completion with any model hosted available with Meta Llama API. | ✅ |
| [MistralChatGenerator](generators/mistralchatgenerator.mdx) | Enables chat completion using Mistral’s text generation models. | ✅ |
| [NvidiaChatGenerator](generators/nvidiachatgenerator.mdx) | Enables chat completion using Nvidia-hosted models. | ✅ |
| [NvidiaGenerator](generators/nvidiagenerator.mdx) | Provides an interface for generating text using LLMs self-hosted with NVIDIA NIM or models hosted on the NVIDIA API catalog. | ❌ |
| [OllamaChatGenerator](generators/ollamachatgenerator.mdx) | Enables chat completion using an LLM running on Ollama. | ✅ |
| [OllamaGenerator](generators/ollamagenerator.mdx) | Provides an interface to generate text using an LLM running on Ollama. | ✅ |
| [OpenAIChatGenerator](generators/openaichatgenerator.mdx) | Enables chat completion using OpenAI’s large language models (LLMs). | ✅ |
| [OpenAIGenerator](generators/openaigenerator.mdx) | Enables text generation using OpenAI's large language models (LLMs). | ✅ |
| [OpenRouterChatGenerator](generators/openrouterchatgenerator.mdx) | Enables chat completion with any model hosted on OpenRouter. | ✅ |
| [SagemakerGenerator](generators/sagemakergenerator.mdx) | Enables text generation using LLMs deployed on Amazon Sagemaker. | ❌ |
| [STACKITChatGenerator](generators/stackitchatgenerator.mdx) | Enables chat completions using the STACKIT API. | ✅ |
| [VertexAICodeGenerator](generators/vertexaicodegenerator.mdx) | Enables code generation using Google Vertex AI generative model. | ❌ |
| [VertexAIGeminiChatGenerator](generators/vertexaigeminichatgenerator.mdx) | Enables chat completion using Google Gemini models with GCP Vertex AI. **_This integration will be deprecated soon. We recommend using [GoogleGenAIChatGenerator](generators/googlegenaichatgenerator.mdx) integration instead._** | ✅ |
| [VertexAIGeminiGenerator](generators/vertexaigeminigenerator.mdx) | Enables text generation using Google Gemini models with GCP Vertex AI. **_This integration will be deprecated soon. We recommend using [GoogleGenAIChatGenerator](generators/googlegenaichatgenerator.mdx) integration instead._** | ✅ |
| [VertexAIImageCaptioner](generators/vertexaiimagecaptioner.mdx) | Enables text generation using Google Vertex AI `imagetext` generative model. | ❌ |
| [VertexAIImageGenerator](generators/vertexaiimagegenerator.mdx) | Enables image generation using Google Vertex AI generative model. | ❌ |
| [VertexAIImageQA](generators/vertexaiimageqa.mdx) | Enables text generation (image captioning) using Google Vertex AI generative models. | ❌ |
| [VertexAITextGenerator](generators/vertexaitextgenerator.mdx) | Enables text generation using Google Vertex AI generative models. | ❌ |
| [WatsonxGenerator](generators/watsonxgenerator.mdx) | Enables text generation with IBM Watsonx models. | ✅ |
| [WatsonxChatGenerator](generators/watsonxchatgenerator.mdx) | Enables chat completions with IBM Watsonx models. | ✅ |
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