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Fixed errors and added more support

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jvinolus
2025-02-04 13:04:36 -08:00
parent 47b8412695
commit 7b8e5d4e7c
3 changed files with 20 additions and 16 deletions
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12
backend/open_webui/retrieval/utils.py
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@@ -15,7 +15,11 @@ from open_webui.retrieval.vector.connector import VECTOR_DB_CLIENT
from open_webui.utils.misc import get_last_user_message
from open_webui.env import SRC_LOG_LEVELS, OFFLINE_MODE
from open_webui.config import RAG_EMBEDDING_QUERY_PREFIX, RAG_EMBEDDING_PASSAGE_PREFIX
from open_webui.config import (
RAG_EMBEDDING_QUERY_PREFIX,
RAG_EMBEDDING_PASSAGE_PREFIX,
RAG_EMBEDDING_PREFIX_FIELD_NAME
)
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["RAG"])
@@ -265,7 +269,7 @@ def get_embedding_function(
embeddings.extend(func(query[i : i + embedding_batch_size], prefix))
return embeddings
else:
return func(query)
return func(query, prefix)
return lambda query, prefix: generate_multiple(query, prefix, func)
@@ -421,7 +425,7 @@ def generate_openai_batch_embeddings(
"Content-Type": "application/json",
"Authorization": f"Bearer {key}",
},
json={"input": texts, "model": model} if not prefix else {"input": texts, "model": model, "prefix": prefix},
json={"input": texts, "model": model} if not prefix else {"input": texts, "model": model, RAG_EMBEDDING_PREFIX_FIELD_NAME: prefix},
)
r.raise_for_status()
data = r.json()
@@ -444,7 +448,7 @@ def generate_ollama_batch_embeddings(
"Content-Type": "application/json",
"Authorization": f"Bearer {key}",
},
json={"input": texts, "model": model} if not prefix else {"input": texts, "model": model, "prefix": prefix},
json={"input": texts, "model": model} if not prefix else {"input": texts, "model": model, RAG_EMBEDDING_PREFIX_FIELD_NAME: prefix},
)
r.raise_for_status()
data = r.json()