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This commit is contained in:
Timothy Jaeryang Baek
2025-03-31 14:13:27 -07:00
parent 3dc40030a1
commit cafc5413f5
3 changed files with 19 additions and 15 deletions
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8
backend/open_webui/retrieval/utils.py
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@@ -256,7 +256,7 @@ def query_collection(
) -> dict:
results = []
for query in queries:
query_embedding = embedding_function(query, RAG_EMBEDDING_QUERY_PREFIX)
query_embedding = embedding_function(query, prefix=RAG_EMBEDDING_QUERY_PREFIX)
for collection_name in collection_names:
if collection_name:
try:
@@ -334,11 +334,11 @@ def get_embedding_function(
embedding_batch_size,
):
if embedding_engine == "":
return lambda query, prefix, user=None: embedding_function.encode(
return lambda query, prefix=None, user=None: embedding_function.encode(
query, prompt=prefix if prefix else None
).tolist()
elif embedding_engine in ["ollama", "openai"]:
func = lambda query, prefix, user=None: generate_embeddings(
func = lambda query, prefix=None, user=None: generate_embeddings(
engine=embedding_engine,
model=embedding_model,
text=query,
@@ -363,7 +363,7 @@ def get_embedding_function(
else:
return func(query, prefix, user)
return lambda query, prefix, user=None: generate_multiple(
return lambda query, prefix=None, user=None: generate_multiple(
query, prefix, user, func
)
else: