text: ModelScope | ğŸ¦œï¸�ğŸ”— Langchain
  
  
  
  
  
  Skip to main contentğŸ¦œï¸�ğŸ”— LangChainDocsUse casesIntegrationsAPILangSmithJS/TS DocsCTRLKIntegrationsCallbacksChat modelsDocument loadersDocument transformersLLMsMemoryRetrieversText embedding modelsAleph AlphaAzureOpenAIBedrock EmbeddingsClarifaiCohereDashScopeDeepInfraElasticsearchEmbaasFake EmbeddingsGoogle Cloud Platform Vertex AI PaLMGPT4AllHugging Face HubInstructEmbeddingsJinaLlama-cppLocalAIMiniMaxModelScopeMosaicML embeddingsNLP CloudOpenAISageMaker Endpoint EmbeddingsSelf Hosted EmbeddingsSentence Transformers EmbeddingsSpacy EmbeddingTensorflowHubAgent toolkitsToolsVector storesGrouped by providerIntegrationsText embedding modelsModelScopeModelScopeLet's load the ModelScope Embedding class.from langchain.embeddings import ModelScopeEmbeddingsmodel_id = "damo/nlp_corom_sentence-embedding_english-base"embeddings = ModelScopeEmbeddings(model_id=model_id)text = "This is a test document."query_result = embeddings.embed_query(text)doc_results = embeddings.embed_documents(["foo"])PreviousMiniMaxNextMosaicML embeddingsCommunityDiscordTwitterGitHubPythonJS/TSMoreHomepageBlogCopyright Â© 2023 LangChain, Inc.