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|
{ lib
, buildPythonPackage
, fetchFromGitHub
, pythonRelaxDepsHook
, hatchling
, boilerpy3
, events
, httpx
, jsonschema
, lazy-imports
, more-itertools
, networkx
, pandas
, pillow
, platformdirs
, posthog
, prompthub-py
, pydantic
, quantulum3
, rank-bm25
, requests
, requests-cache
, scikit-learn
, sseclient-py
, tenacity
, tiktoken
, tqdm
, transformers
, openai-whisper
, boto3
, botocore
# , beir
, selenium
, coverage
, dulwich
# , jupytercontrib
, mkdocs
, mypy
, pre-commit
, psutil
# , pydoc-markdown
, pylint
, pytest
, pytest-asyncio
, pytest-cov
# , pytest-custom-exit-code
, python-multipart
, reno
, responses
, toml
, tox
, watchdog
, elastic-transport
, elasticsearch
# , azure-ai-formrecognizer
, beautifulsoup4
, markdown
, python-docx
, python-frontmatter
, python-magic
, tika
, black
, huggingface-hub
, sentence-transformers
, mlflow
, rapidfuzz
, scipy
, seqeval
, pdf2image
, pytesseract
, faiss
# , faiss-gpu
, pinecone-client
, onnxruntime
, onnxruntime-tools
# , onnxruntime-gpu
, opensearch-py
, pymupdf
, langdetect
, nltk
, canals
, jinja2
, openai
, aiorwlock
, ray
, psycopg2
, sqlalchemy
, sqlalchemy-utils
, weaviate-client
}:
buildPythonPackage rec {
pname = "farm-haystack";
version = "1.23.0";
pyproject = true;
src = fetchFromGitHub {
owner = "deepset-ai";
repo = "haystack";
rev = "refs/tags/v${version}";
hash = "sha256-rZG7768kEV1fa9zyAu7DsXlX+2eV8FcDnEssGD2qvII=";
};
nativeBuildInputs = [
hatchling
pythonRelaxDepsHook
];
pythonRemoveDeps = [
# We call it faiss, not faiss-cpu.
"faiss-cpu"
];
propagatedBuildInputs = [
boilerpy3
events
httpx
jsonschema
lazy-imports
more-itertools
networkx
pandas
pillow
platformdirs
posthog
prompthub-py
pydantic
quantulum3
rank-bm25
requests
requests-cache
scikit-learn
sseclient-py
tenacity
tiktoken
tqdm
transformers
];
env.HOME = "$(mktemp -d)";
passthru.optional-dependencies = {
# all = [
# farm-haystack
# ];
# all-gpu = [
# farm-haystack
# ];
audio = [
openai-whisper
];
aws = [
boto3
botocore
];
# beir = [
# beir
# ];
colab = [
pillow
];
crawler = [
selenium
];
dev = [
coverage
dulwich
# jupytercontrib
mkdocs
mypy
pre-commit
psutil
# pydoc-markdown
pylint
pytest
pytest-asyncio
pytest-cov
# pytest-custom-exit-code
python-multipart
reno
responses
toml
tox
watchdog
];
elasticsearch7 = [
elastic-transport
elasticsearch
];
elasticsearch8 = [
elastic-transport
elasticsearch
];
file-conversion = [
# azure-ai-formrecognizer
beautifulsoup4
markdown
python-docx
python-frontmatter
python-magic
# python-magic-bin
tika
];
formatting = [
black
];
inference = [
huggingface-hub
sentence-transformers
transformers
];
metrics = [
mlflow
rapidfuzz
scipy
seqeval
];
ocr = [
pdf2image
pytesseract
];
only-faiss = [
faiss
];
# only-faiss-gpu = [
# faiss-gpu
# ];
only-pinecone = [
pinecone-client
];
onnx = [
onnxruntime
onnxruntime-tools
];
# onnx-gpu = [
# onnxruntime-gpu
# onnxruntime-tools
# ];
opensearch = [
opensearch-py
];
pdf = [
pymupdf
];
preprocessing = [
langdetect
nltk
];
preview = [
canals
jinja2
lazy-imports
openai
pandas
rank-bm25
requests
tenacity
tqdm
];
ray = [
aiorwlock
ray
];
sql = [
psycopg2
sqlalchemy
sqlalchemy-utils
];
weaviate = [
weaviate-client
];
};
# the setup for test is intensive, hopefully can be done at some point
doCheck = false;
pythonImportsCheck = [ "haystack" ];
meta = with lib; {
description = "LLM orchestration framework to build customizable, production-ready LLM applications";
longDescription = ''
LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots
'';
changelog = "https://github.com/deepset-ai/haystack/releases/tag/${src.rev}";
homepage = "https://github.com/deepset-ai/haystack";
license = licenses.asl20;
maintainers = with maintainers; [ happysalada ];
# https://github.com/deepset-ai/haystack/issues/5304
broken = versionAtLeast pydantic.version "2";
};
}
|