github-starred/open-webui
2
0
Fork 0
mirror of https://github.com/open-webui/open-webui.git synced 2026-05-05 10:28:06 -05:00
Code Issues 934 Packages Projects Releases 126 Wiki Activity

Merge remote-tracking branch 'origin/dev' into Anush008/main

Browse Source 
Signed-off-by: Anush008 <anushshetty90@gmail.com>
This commit is contained in:
Anush008
2025-07-04 12:22:08 +05:30
parent 05bee5663d 600344f2e8
commit 7c734d3fea
216 changed files with 2166 additions and 1816 deletions
Download Patch File Download Diff File Expand all files Collapse all files

9
backend/open_webui/retrieval/vector/dbs/opensearch.py
View File

@@ -157,10 +157,10 @@ class OpenSearchClient(VectorDBBase):
for field, value in filter.items():
query_body["query"]["bool"]["filter"].append(
{"match": {"metadata." + str(field): value}}
{"term": {"metadata." + str(field) + ".keyword": value}}
)
size = limit if limit else 10
size = limit if limit else 10000
try:
result = self.client.search(
@@ -206,6 +206,7 @@ class OpenSearchClient(VectorDBBase):
for item in batch
]
bulk(self.client, actions)
self.client.indices.refresh(self._get_index_name(collection_name))
def upsert(self, collection_name: str, items: list[VectorItem]):
self._create_index_if_not_exists(
@@ -228,6 +229,7 @@ class OpenSearchClient(VectorDBBase):
for item in batch
]
bulk(self.client, actions)
self.client.indices.refresh(self._get_index_name(collection_name))
def delete(
self,
@@ -251,11 +253,12 @@ class OpenSearchClient(VectorDBBase):
}
for field, value in filter.items():
query_body["query"]["bool"]["filter"].append(
{"match": {"metadata." + str(field): value}}
{"term": {"metadata." + str(field) + ".keyword": value}}
)
self.client.delete_by_query(
index=self._get_index_name(collection_name), body=query_body
)
self.client.indices.refresh(self._get_index_name(collection_name))
def reset(self):
indices = self.client.indices.get(index=f"{self.index_prefix}_*")

22
backend/open_webui/retrieval/vector/dbs/qdrant.py
View File

@@ -18,6 +18,7 @@ from open_webui.config import (
QDRANT_ON_DISK,
QDRANT_GRPC_PORT,
QDRANT_PREFER_GRPC,
QDRANT_COLLECTION_PREFIX,
)
from open_webui.env import SRC_LOG_LEVELS
@@ -29,7 +30,7 @@ log.setLevel(SRC_LOG_LEVELS["RAG"])
class QdrantClient(VectorDBBase):
def __init__(self):
self.collection_prefix = "open-webui"
self.collection_prefix = QDRANT_COLLECTION_PREFIX
self.QDRANT_URI = QDRANT_URI
self.QDRANT_API_KEY = QDRANT_API_KEY
self.QDRANT_ON_DISK = QDRANT_ON_DISK
@@ -86,6 +87,25 @@ class QdrantClient(VectorDBBase):
),
)
# Create payload indexes for efficient filtering
self.client.create_payload_index(
collection_name=collection_name_with_prefix,
field_name="metadata.hash",
field_schema=models.KeywordIndexParams(
type=models.KeywordIndexType.KEYWORD,
is_tenant=False,
on_disk=self.QDRANT_ON_DISK,
),
)
self.client.create_payload_index(
collection_name=collection_name_with_prefix,
field_name="metadata.file_id",
field_schema=models.KeywordIndexParams(
type=models.KeywordIndexType.KEYWORD,
is_tenant=False,
on_disk=self.QDRANT_ON_DISK,
),
)
log.info(f"collection {collection_name_with_prefix} successfully created!")
def _create_collection_if_not_exists(self, collection_name, dimension):

3
backend/open_webui/retrieval/vector/dbs/qdrant_multitenancy.py
View File

@@ -9,6 +9,7 @@ from open_webui.config import (
QDRANT_ON_DISK,
QDRANT_PREFER_GRPC,
QDRANT_URI,
QDRANT_COLLECTION_PREFIX,
)
from open_webui.env import SRC_LOG_LEVELS
from open_webui.retrieval.vector.main import (
@@ -31,7 +32,7 @@ log.setLevel(SRC_LOG_LEVELS["RAG"])
class QdrantClient(VectorDBBase):
def __init__(self):
self.collection_prefix = "open-webui"
self.collection_prefix = QDRANT_COLLECTION_PREFIX
self.QDRANT_URI = QDRANT_URI
self.QDRANT_API_KEY = QDRANT_API_KEY
self.QDRANT_ON_DISK = QDRANT_ON_DISK