yujunjun/haystack
1
0
Fork 0
mirror of https://github.com/deepset-ai/haystack.git synced 2026-01-19 02:26:49 +00:00
Code Issues Packages Projects Releases Wiki Activity
haystack/docs-website/docs/pipeline-components/generators.mdx
Daria Fokina 90894491cf
docs: add v2.20 docs pages and plugin for relative links (#9926) 
* Update documentation and remove unused assets. Enhanced the 'agents' and 'components' sections with clearer descriptions and examples. Removed obsolete images and updated links for better navigation. Adjusted formatting for consistency across various documentation pages.

* remove dependency

* address comments

* delete more empty pages

* broken link

* unduplicate headings

* alphabetical components nav
2025-10-24 09:52:57 +02:00

54 lines
14 KiB
Plaintext
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

---
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. | ✅ |
Reference in New Issue View Git Blame Copy Permalink