langchain_community.embeddings.infinity
.TinyAsyncOpenAIInfinityEmbeddingClient¶
- class langchain_community.embeddings.infinity.TinyAsyncOpenAIInfinityEmbeddingClient(host: str = 'http://localhost:7797/v1', aiosession: Optional[ClientSession] = None)[source]¶
A helper tool to embed Infinity. Not part of Langchain’s stable API, direct use discouraged.
Example
mini_client = TinyAsyncInfinityEmbeddingClient( ) embeds = mini_client.embed( model="BAAI/bge-small", text=["doc1", "doc2"] ) # or embeds = await mini_client.aembed( model="BAAI/bge-small", text=["doc1", "doc2"] )
Methods
__init__
([host, aiosession])aembed
(model, texts)call the embedding of model, async method
embed
(model, texts)call the embedding of model
- __init__(host: str = 'http://localhost:7797/v1', aiosession: Optional[ClientSession] = None) None [source]¶