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{
lib,
buildPythonPackage,
pythonOlder,
fetchFromGitHub,
# propagated build input
faiss,
torch,
transformers,
huggingface-hub,
numpy,
pyyaml,
regex,
# optional-dependencies
aiohttp,
fastapi,
uvicorn,
# TODO add apache-libcloud
# , apache-libcloud
rich,
duckdb,
pillow,
networkx,
python-louvain,
onnx,
onnxruntime,
soundfile,
scipy,
ttstokenizer,
beautifulsoup4,
nltk,
pandas,
tika,
imagehash,
timm,
fasttext,
sentencepiece,
accelerate,
onnxmltools,
annoy,
hnswlib,
# TODO add pymagnitude-lite
#, pymagnitude-lite
scikit-learn,
sentence-transformers,
croniter,
openpyxl,
requests,
xmltodict,
# native check inputs
unittestCheckHook,
pythonAtLeast,
}:
let
version = "7.3.0";
api = [
aiohttp
fastapi
uvicorn
];
# cloud = [ apache-libcloud ];
console = [ rich ];
database = [
duckdb
pillow
];
graph = [
networkx
python-louvain
];
model = [
onnx
onnxruntime
];
pipeline-audio = [
onnx
onnxruntime
soundfile
scipy
ttstokenizer
];
pipeline-data = [
beautifulsoup4
nltk
pandas
tika
];
pipeline-image = [
imagehash
pillow
timm
];
pipeline-text = [
fasttext
sentencepiece
];
pipeline-train = [
accelerate
onnx
onnxmltools
onnxruntime
];
pipeline = pipeline-audio ++ pipeline-data ++ pipeline-image ++ pipeline-text ++ pipeline-train;
similarity = [
annoy
fasttext
hnswlib
# pymagnitude-lite
scikit-learn
sentence-transformers
];
workflow = [
# apache-libcloud
croniter
openpyxl
pandas
pillow
requests
xmltodict
];
all = api ++ console ++ database ++ graph ++ model ++ pipeline ++ similarity ++ workflow;
optional-dependencies = {
inherit
api
console
database
graph
model
pipeline-audio
pipeline-image
pipeline-text
pipeline-train
pipeline
similarity
workflow
all
;
};
in
buildPythonPackage {
pname = "txtai";
inherit version;
format = "setuptools";
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "neuml";
repo = "txtai";
rev = "refs/tags/v${version}";
hash = "sha256-tnM6ye0Sxh8P2bm3awE72GvXEY0gXX1Sv+wPr77wRGU=";
};
pythonRemoveDeps = [
# We call it faiss, not faiss-cpu.
"faiss-cpu"
];
propagatedBuildInputs = [
faiss
torch
transformers
huggingface-hub
numpy
pyyaml
regex
];
passthru.optional-dependencies = optional-dependencies;
pythonImportsCheck = [ "txtai" ];
# some tests hang forever
doCheck = false;
preCheck = ''
export TRANSFORMERS_CACHE=$(mktemp -d)
'';
nativeCheckInputs = [
unittestCheckHook
] ++ optional-dependencies.api ++ optional-dependencies.similarity;
unittestFlagsArray = [
"-s"
"test/python"
"-v"
];
meta = {
description = "Semantic search and workflows powered by language models";
changelog = "https://github.com/neuml/txtai/releases/tag/v${version}";
homepage = "https://github.com/neuml/txtai";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ happysalada ];
# This should be addressed in a newer version, but we first need to wait for python311Packages.faiss to be updated
broken = pythonAtLeast "3.12";
};
}
|
