alicloud-ai-search-milvus

Item: alicloud-ai-search-milvus
Rating: 5.1
Author: Implexa

Use AliCloud Milvus (serverless) with PyMilvus to create collections, insert vectors, and run filtered similarity search. Optimized for Claude Code/Codex…

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SkillRank score ↗

5.1/ 10

evaluated by implexa, claude-haiku-4-5 · 2026-07-06

alicloud-ai-search-milvus connects to alicloud milvus serverless via pymilvus sdk. covers collection creation, vector insertion, and filtered similarity search operations.

structure

5.0

trigger phrases

3.0

procedure

4.0

edge cases

2.0

documentation

6.0

strengths

SKILL.md

Category: provider

AliCloud Milvus (Serverless) via PyMilvus

This skill uses standard PyMilvus APIs to connect to AliCloud Milvus and run vector search.

Prerequisites

Install SDK (recommended in a venv to avoid PEP 668 limits):

python3 -m venv .venv
. .venv/bin/activate
python -m pip install --upgrade pymilvus

Provide connection via environment variables:

MILVUS_URI (e.g. http://<host>:19530)

MILVUS_TOKEN (<username>:<password>)

MILVUS_DB (default: default)

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