dh~SSKrSSKrSSKJrJrJrJrJrJrJ r SSK r SSK J r SSKJr SSKJrJr Sr"SS\\ 5rg) N)AnyDictListLiteralOptionalSequencecast) Embeddings)pre_init) BaseModel ConfigDictz0.2.0c2\rSrSr%SrSr\\S'Sr\ \S'Sr \ \\S'Sr \ \ \S 'S r \S \S 'S r\ \S'Sr\ \ \S'Sr\ \\\S'Sr\\S'\"SSS9r\S\S\4Sj5rS\\S\\\4SjrS\S\\4SjrSrg)FastEmbedEmbeddings aQdrant FastEmbedding models. FastEmbed is a lightweight, fast, Python library built for embedding generation. See more documentation at: * https://github.com/qdrant/fastembed/ * https://qdrant.github.io/fastembed/ To use this class, you must install the `fastembed` Python package. `pip install fastembed` Example: from langchain_community.embeddings import FastEmbedEmbeddings fastembed = FastEmbedEmbeddings() zBAAI/bge-small-en-v1.5 model_namei max_lengthN cache_dirthreadsdefault)rpassagedoc_embed_type batch_sizeparallel providersmodelallow)extraprotected_namespacesvaluesreturncURS5nURS5nURS5nURS5nURS5nU(aSU;aSOSn[R"S5n[R R U5[:a[ S US [S 35eURUUUUUS9US'U$![a [ S US 35ef=f)z+Validate that FastEmbed has been installed.rrrrrCUDAExecutionProviderz fastembed-gpu fastembedzQCould not import 'fastembed' Python package. Please install it with `pip install z`.z.FastEmbedEmbeddings requires `pip install -U "z>=z"`.)rrrrrr) get importlib import_moduleModuleNotFoundError ImportErrormetadataversion MIN_VERSION TextEmbedding) clsr!rrrrrpkg_to_installr%s `/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/embeddings/fastembed.pyvalidate_environment(FastEmbedEmbeddings.validate_environmentPsZZ - ZZ - JJ{+ **Y'JJ{+ 4 A    !// rE__static_attributes__rrGr1rr s /J. J $Ix}#"GXc]!5>NG01=J#Hhsm" *.Ix &-E3G"EL #$#4##JCT#YC4U 3DC(<<U rYs5EEE0)* K<)ZK