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update chroma and chat

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0Xiao0
2024-06-02 15:41:07 +08:00
parent a96e845807
commit 179281f032
9 changed files with 15174 additions and 101 deletions
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4
src/blackbox/chroma_query.py
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@ -21,7 +21,7 @@ class ChromaQuery(Blackbox):
# config = read_yaml(args[0])
# load chromadb and embedding model
self.embedding_model_1 = embedding_functions.SentenceTransformerEmbeddingFunction(model_name="/home/administrator/Workspace/Models/BAAI/bge-large-zh-v1.5", device = "cuda")
# self.embedding_model_2 = embedding_functions.SentenceTransformerEmbeddingFunction(model_name="/model/Weight/BAAI/bge-small-en-v1.5", device = "cuda")
self.embedding_model_2 = embedding_functions.SentenceTransformerEmbeddingFunction(model_name="/home/administrator/Workspace/Models/BAAI/bge-large-en-v1.5", device = "cuda")
self.client_1 = chromadb.HttpClient(host='172.16.5.8', port=7000)
# self.client_2 = chromadb.HttpClient(host='10.6.82.192', port=8000)
@ -73,6 +73,8 @@ class ChromaQuery(Blackbox):
if re.search(r"/home/administrator/Workspace/Models/BAAI/bge-large-zh-v1.5", chroma_embedding_model):
embedding_model = self.embedding_model_1
elif re.search(r"/home/administrator/Workspace/Models/BAAI/bge-large-en-v1.5", chroma_embedding_model):
embedding_model = self.embedding_model_2
else:
embedding_model = embedding_functions.SentenceTransformerEmbeddingFunction(model_name=chroma_embedding_model, device = "cuda")