🧩 Integrations | Haystack

The Haystack ecosystem integrates with many technologies, including vector databases, model providers, monitoring tools, and community-built custom components.

Integrations are maintained by deepset or the community. Want to contribute to integration pages? You can propose changes or add new integrations here.

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92 Total Integrations

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AIMLAPI

Call AIMLAPI's OpenAI-compatible chat models from Haystack pipelines and agents.

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Amazon Bedrock

Use Models from AI21 Labs, Anthropic, Cohere, Meta, and Amazon via Amazon Bedrock with Haystack

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Amazon Sagemaker

Use Models from Huggingface, Anthropic, AI21 Labs, Cohere, Meta, and Amazon via Amazon Sagemaker with Haystack

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Anthropic

Use Anthropic Models with Haystack

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Apify

Extract data from the web and automate web tasks using Apify-Haystack integration.

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Arize Phoenix

Trace your Haystack pipelines with Arize Phoenix

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Arize AI

Trace and Monitor your Haystack pipelines with Arize AI

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AssemblyAI

Use AssemblyAI transcription, summarization and speaker diarization models with Haystack

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AstraDB

A Document Store for storing and retrieval from AstraDB.

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Azure AI Search

Use Azure AI Search with Haystack

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Azure CosmosDB

Use Azure CosmosDB with Haystack

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Azure Document Intelligence

Use Azure Document Intelligence with Haystack

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Azure

Use OpenAI models deployed through Azure services with Haystack

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Bright Data

Extract data from 45+ websites, get search engine results, and access geo-restricted content using Bright Data's web scraping services.

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Browserbase

Use Browserbase headless browsers with Haystack

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Burr

Build an agent from Haystack components

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Cerebras

Use LLMs served by Cerebras API

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Chroma

A Document Store for storing and retrieval from Chroma

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Cohere

Use Cohere models with Haystack

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Comet API

Use the Comet API for text generation models.

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Context AI

A component to log conversations for analytics by Context.ai

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Couchbase

Use the Couchbase database with Haystack

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DeepEval

Use the DeepEval evaluation framework to calculate model-based metrics

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DeepL

Use DeepL translation services with Haystack

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Docling

Use Docling to locally parse and chunk PDF, DOCX, and other document types in Haystack

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DuckDuckGo

Uses DuckDuckGo API for web searches

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Elasticsearch

Use an Elasticsearch database with Haystack

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Elevenlabs

ElevenLabs Text-to-Speech components for Haystack.

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Exa

Search the web with Exa's AI-powered search, get content, answers, and conduct deep research

FastEmbed

Use the FastEmbed embedding models

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fastRAG

fastRAG is a research framework for efficient and optimized retrieval augmented generative pipelines

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Featherless AI

Get access to thousands of open source language models hosted by Featherless.ai

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Flow Judge

Evaluate Haystack pipelines using Flow Judge

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GitHub

Interact with GitHub repositories, issues, and pull requests within Haystack

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Google AI

Use Google AI Models with Haystack

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Google Gen AI

Use Google's Gemini models with Haystack via the new Google Gen AI SDK

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Google Vertex AI

Use Google Vertex AI Models with Haystack

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Groq

Use open Language Models served by Groq

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HanLP

Use HanLP for Chinese text processing with Haystack

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Hugging Face

Use Models on Hugging Face with Haystack

INSTRUCTOR Embedders

A component for computing embeddings using INSTRUCTOR embedding models.

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Isaacus

Use the latest foundational legal AI models from Isaacus in Haystack.

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Jina AI

Use the latest Jina AI embedding models

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LanceDB Haystack

A DocumentStore backed by LanceDB

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langfuse

Monitor and trace your Haystack requests.

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Llama.cpp

Use Llama.cpp models with Haystack.

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Llama Stack

Use the Llama Stack generation models.

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llamafile

Run LLMs locally with llamafile

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LM Format Enforcer

Use the LM Format Enforcer to enforce JSON Schema / Regex output of your Local Models.

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Mastodon Fetcher

A custom component to fetch a mastodon usernames latest posts

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Model Context Protocol - MCP

Haystack Tool Integration with the MCP

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Llama API

Use Llama Models with Haystack

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Milvus

Use the Milvus vector database with Haystack

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Mistral

Use the Mistral API for embedding and text generation models.

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mixedbread ai

Use mixedbread's models as well as top open-source models in seconds

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MongoDB

Use a MongoDB Atlas database with Haystack

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MonsterAPI

Use open Language Models served by MonsterAPI

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Needle

Use Needle document store and retriever in Haystack.

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Neo4j

Use the Neo4j database with Haystack

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Notion Extractor

A component to extract pages from Notion to Haystack Documents. Useful for indexing Pipelines.

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NVIDIA

Use NVIDIA models with Haystack.

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Ollama

Use Ollama models with Haystack. Ollama allows you to get up and running with large language models, locally.

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OPEA

Use the OPEA framework for hardware abstraction and orchestration

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OpenAI

Use OpenAI Models with Haystack

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OpenLIT

Monitor, evaluate & improve GenAI and LLM applications

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OpenRouter

Use the OpenRouter API for text generation models.

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OpenSearch

A Document Store for storing and retrieval from OpenSearch

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OpenStreetMap

Haystack component to fetch geographic data via the freely available OpenStreetMap (OSM) Overpass API.

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Opik

Trace and evaluate your Haystack pipelines with Opik

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Optimum

High-performance inference using Hugging Face Optimum

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PaddleOCR

Use PaddleOCR’s text-recognition and document-parsing capabilities with Haystack

pgvector

A Document Store for storing and retrieval from pgvector

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Pinecone

Use a Pinecone database with Haystack

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Qdrant

Use the Qdrant vector database with Haystack

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Ragas

Use the Ragas evaluation framework to calculate model-based metrics

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Ray

Run and scale Haystack Pipelines with Ray in distributed manner

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Sambanova

Use open language models served by Sambanova

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Serpex

Multi-engine web search for Haystack — access Google, Bing, DuckDuckGo, Brave, Yahoo, and Yandex via Serpex API

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SingleStore

Use SingleStore with Haystack

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Snowflake

A Snowflake integration that allows table retrieval from a Snowflake database.

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STACKIT

Use the STACKIT API for text generation models.

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Titan Takeoff Inference Server

Use Titan Takeoff to run local open-source LLMs with Haystack. Titan Takeoff allows you to run the latest models from Meta, Mistral and Alphabet directly in your laptop.

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TogetherAI

Use the Together API for text generation models.

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Traceloop

Evaluate and monitor the quality of your LLM apps and agents

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Trafilatura

Efficiently gather text and metadata on the Web for LLM and RAG

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Unstructured File Converter

Component to easily convert files and directories into Documents using the Unstructured API

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Valkey

Use a Valkey database with Haystack

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vLLM

Use the vLLM inference engine with Haystack

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Voyage AI

Use text embeddings and rerankers from Voyage AI

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IBM Watsonx

Use IBM’s watsonx models with Haystack via Watsonx SDK.

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Weaviate

Use a Weaviate database with Haystack

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Weights & Biases Weave Tracer

Send Haystack traces to Weights & Biases for monitoring and visualization