Haystack 2.x Core Integrations

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.

Contributing

You will need hatch to work on or create new integrations. Run pip install hatch to install it.

Local development

All the integrations are self contained, so the first step before working on one is to cd into the proper folder. For example, to work on the Chroma Document Store, from the root of the repo:

$ cd integrations/chroma

From there, you can run the tests with hatch, that will take care of setting up an isolated Python environment:

hatch run test

Similarly, to run the linters:

hatch run lint:all

Create a new integration

Core integrations follow the naming convention PREFIX-haystack, where PREFIX can be the name of the technology you're integrating Haystack with. For example, a deepset integration would be named as deepset-haystack.

To create a new integration, from the root of the repo change directory into integrations:

cd integrations

From there, use hatch to create the scaffold of the new integration:

$ hatch --config hatch.toml new -i
Project name: deepset-haystack
Description []: An example integration, this text can be edited later

deepset-haystack
├── src
│   └── deepset_haystack
│       ├── __about__.py
│       └── __init__.py
├── tests
│   └── __init__.py
├── LICENSE.txt
├── README.md
└── pyproject.toml

Inventory

Package	Type	PyPi Package	Status
astra-haystack	Document Store
amazon-bedrock-haystack	Generator
chroma-haystack	Document Store
cohere-haystack	Embedder, Generator
elasticsearch-haystack	Document Store
google-ai-haystack	Generator
google-vertex-haystack	Generator
gradient-haystack	Embedder, Generator
instructor-embedders-haystack	Embedder
jina-haystack	Embedder
llama-cpp-haystack	Generator
ollama-haystack	Generator
opensearch-haystack	Document Store
pinecone-haystack	Document Store
pgvector-haystack	Document Store
qdrant-haystack	Document Store
unstructured-fileconverter-haystack	File converter
uptrain-haystack	Evaluator
amazon-sagemaker-haystack	Generator