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embeddings-zh

Embeddings with Chatopera Synonyms for chatbot, RAG.

GitHub | Gitee

Model: GitHub | Gitee

pip install -U embeddings-zh

Usage::

中文简体 / Simplified Chinese


from embeddings_zh import EmbeddingsZh

emb = EmbeddingsZh()
vectors = emb.embed_documents([texts]) # e.g. emb.embed_documents(["今天天气怎么样", "有什么推荐"])
vector = emb.embed_query(texts) # e.g. emb.embed_documents("有什么推荐")

中文繁體 / Traditional Chinese

The API is the same as Simplified Chinese.

from embeddings_zh import EmbeddingsZhTw

emb = EmbeddingsZhTw(w2v_model_path=os.path.join(curdir, "data", "models", "tmunlp_1.6B_WB_100dim_2020v1.bin.gz"))
print("Embed doc")
print(emb.embed_documents(["依照世界骨髓庫制定的原則", "進行造血幹細胞移植後"]))

print("Embed query")
print(emb.embed_query("進行造血幹細胞移植後"))

Tutorials

  • Build a chabot with langchain: demo

License

LICENSE