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