From b414ea41d6fc608ce52cf7c896902ebe89bf2c2c Mon Sep 17 00:00:00 2001 From: Bowen Liang Date: Mon, 29 Jul 2024 19:56:45 +0800 Subject: [PATCH] dep: initial support for Milvus 2.4.x (#6084) --- .../datasource/vdb/milvus/milvus_vector.py | 11 +- api/poetry.lock | 111 ++++++------------ api/pyproject.toml | 2 +- docker-legacy/docker-compose.milvus.yaml | 2 +- 4 files changed, 45 insertions(+), 81 deletions(-) diff --git a/api/core/rag/datasource/vdb/milvus/milvus_vector.py b/api/core/rag/datasource/vdb/milvus/milvus_vector.py index b679577c044a76..cfc533ed33a6d0 100644 --- a/api/core/rag/datasource/vdb/milvus/milvus_vector.py +++ b/api/core/rag/datasource/vdb/milvus/milvus_vector.py @@ -5,6 +5,7 @@ from pydantic import BaseModel, model_validator from pymilvus import MilvusClient, MilvusException, connections +from pymilvus.milvus_client import IndexParams from configs import dify_config from core.rag.datasource.entity.embedding import Embeddings @@ -250,11 +251,15 @@ def create_collection( # Since primary field is auto-id, no need to track it self._fields.remove(Field.PRIMARY_KEY.value) + # Create Index params for the collection + index_params_obj = IndexParams() + index_params_obj.add_index(field_name=Field.VECTOR.value, **index_params) + # Create the collection collection_name = self._collection_name - self._client.create_collection_with_schema(collection_name=collection_name, - schema=schema, index_param=index_params, - consistency_level=self._consistency_level) + self._client.create_collection(collection_name=collection_name, + schema=schema, index_params=index_params_obj, + consistency_level=self._consistency_level) redis_client.set(collection_exist_cache_key, 1, ex=3600) def _init_client(self, config) -> MilvusClient: diff --git a/api/poetry.lock b/api/poetry.lock index 0abd2d217522c7..eb74367676339b 100644 --- a/api/poetry.lock +++ b/api/poetry.lock @@ -448,63 +448,6 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] trio = ["trio (>=0.23)"] -[[package]] -name = "argon2-cffi" -version = "23.1.0" -description = "Argon2 for Python" -optional = false -python-versions = ">=3.7" -files = [ - 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image: milvusdb/milvus:v2.3.1 + image: milvusdb/milvus:v2.4.6 command: ["milvus", "run", "standalone"] environment: ETCD_ENDPOINTS: etcd:2379