This repository contains integrations to extend the capabilities of Haystack version 2.0 and onwards. The code in this repo is maintained by deepset, see each integration's README file for details around installation, usage and support.

You will need hatch to work on or create new integrations, open this link and follow the install instructions for your operating system and platform.

All the integrations are self contained, so the first step before working on one is to cd into the proper folder. For example, to run the tests suite for the Chroma document store, from the root of the repo:

$ cd integrations/chroma
$ hatch run test

Hatch will take care of setting up an isolated Python environment and run the tests.

Please check out our Contribution Guidelines for all the details.

Package	Type	PyPi Package	Status
amazon-bedrock-haystack	Generator
amazon-sagemaker-haystack	Generator
anthropic-haystack	Generator
astra-haystack	Document Store
chroma-haystack	Document Store
cohere-haystack	Embedder, Generator
deepeval-haystack	Evaluator
elasticsearch-haystack	Document Store
fastembed-haystack	Embedder
google-ai-haystack	Generator
google-vertex-haystack	Generator
gradient-haystack	Embedder, Generator
instructor-embedders-haystack	Embedder
jina-haystack	Embedder
llama-cpp-haystack	Generator
mistral-haystack	Embedder, Generator
mongodb-atlas-haystack	Document Store
nvidia-haystack	Generator
ollama-haystack	Generator
opensearch-haystack	Document Store
optimum-haystack	Embedder
pinecone-haystack	Document Store
pgvector-haystack	Document Store
qdrant-haystack	Document Store
ragas-haystack	Evaluator
unstructured-fileconverter-haystack	File converter
uptrain-haystack	Evaluator		Staged
weaviate-haystack	Document Store