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wip: retrieval

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This commit is contained in:
Timothy Jaeryang Baek
2024-12-11 18:05:42 -08:00
parent 3ec0a58cd7
commit 867c4bc0d0
24 changed files with 897 additions and 546 deletions
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10
backend/open_webui/retrieval/vector/connector.py
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@@ -1,22 +1,22 @@
from open_webui.config import VECTOR_DB
if VECTOR_DB == "milvus":
from open_webui.apps.retrieval.vector.dbs.milvus import MilvusClient
from open_webui.retrieval.vector.dbs.milvus import MilvusClient
VECTOR_DB_CLIENT = MilvusClient()
elif VECTOR_DB == "qdrant":
from open_webui.apps.retrieval.vector.dbs.qdrant import QdrantClient
from open_webui.retrieval.vector.dbs.qdrant import QdrantClient
VECTOR_DB_CLIENT = QdrantClient()
elif VECTOR_DB == "opensearch":
from open_webui.apps.retrieval.vector.dbs.opensearch import OpenSearchClient
from open_webui.retrieval.vector.dbs.opensearch import OpenSearchClient
VECTOR_DB_CLIENT = OpenSearchClient()
elif VECTOR_DB == "pgvector":
from open_webui.apps.retrieval.vector.dbs.pgvector import PgvectorClient
from open_webui.retrieval.vector.dbs.pgvector import PgvectorClient
VECTOR_DB_CLIENT = PgvectorClient()
else:
from open_webui.apps.retrieval.vector.dbs.chroma import ChromaClient
from open_webui.retrieval.vector.dbs.chroma import ChromaClient
VECTOR_DB_CLIENT = ChromaClient()

2
backend/open_webui/retrieval/vector/dbs/chroma.py
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@@ -4,7 +4,7 @@ from chromadb.utils.batch_utils import create_batches
from typing import Optional
from open_webui.apps.retrieval.vector.main import VectorItem, SearchResult, GetResult
from open_webui.retrieval.vector.main import VectorItem, SearchResult, GetResult
from open_webui.config import (
CHROMA_DATA_PATH,
CHROMA_HTTP_HOST,

2
backend/open_webui/retrieval/vector/dbs/milvus.py
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@@ -4,7 +4,7 @@ import json
from typing import Optional
from open_webui.apps.retrieval.vector.main import VectorItem, SearchResult, GetResult
from open_webui.retrieval.vector.main import VectorItem, SearchResult, GetResult
from open_webui.config import (
MILVUS_URI,
)

2
backend/open_webui/retrieval/vector/dbs/opensearch.py
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@@ -1,7 +1,7 @@
from opensearchpy import OpenSearch
from typing import Optional
from open_webui.apps.retrieval.vector.main import VectorItem, SearchResult, GetResult
from open_webui.retrieval.vector.main import VectorItem, SearchResult, GetResult
from open_webui.config import (
OPENSEARCH_URI,
OPENSEARCH_SSL,

2
backend/open_webui/retrieval/vector/dbs/pgvector.py
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@@ -18,7 +18,7 @@ from sqlalchemy.dialects.postgresql import JSONB, array
from pgvector.sqlalchemy import Vector
from sqlalchemy.ext.mutable import MutableDict
from open_webui.apps.retrieval.vector.main import VectorItem, SearchResult, GetResult
from open_webui.retrieval.vector.main import VectorItem, SearchResult, GetResult
from open_webui.config import PGVECTOR_DB_URL
VECTOR_LENGTH = 1536

2
backend/open_webui/retrieval/vector/dbs/qdrant.py
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@@ -4,7 +4,7 @@ from qdrant_client import QdrantClient as Qclient
from qdrant_client.http.models import PointStruct
from qdrant_client.models import models
from open_webui.apps.retrieval.vector.main import VectorItem, SearchResult, GetResult
from open_webui.retrieval.vector.main import VectorItem, SearchResult, GetResult
from open_webui.config import QDRANT_URI, QDRANT_API_KEY
NO_LIMIT = 999999999