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Showing content from https://python.langchain.com/docs/integrations/text_embedding/dashscope below:

DashScope | 🦜️🔗 LangChain

• Components
• Embedding models
• DashScope

Let's load the DashScope Embedding class.

from langchain_community.embeddings import DashScopeEmbeddings

embeddings = DashScopeEmbeddings(
    model="text-embedding-v1", dashscope_api_key="your-dashscope-api-key"
)

text = "This is a test document."

query_result = embeddings.embed_query(text)
print(query_result)

doc_results = embeddings.embed_documents(["foo"])
print(doc_results)

• Embedding model conceptual guide
• Embedding model how-to guides

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