{"repo":"milvus-io/pymilvus","free":true,"listed":false,"github":"https://github.com/milvus-io/pymilvus","clone":"git clone https://github.com/milvus-io/pymilvus.git","description":"Python SDK for Milvus Vector Database","language":"Python","stars":1406,"topics":["anns","python","milvus","faiss","faiss-vector-database","python-sdk","vector-database","milvus-lite","milvus-sdk"],"license":"Apache-2.0","category":"databases-storage","readme_excerpt":"Milvus Python SDK Python SDK for Milvus. To contribute code to this project, please read our contribution guidelines first. If you have some ideas or encounter a problem, you can find us in the Slack channel #py-milvus. Compatibility The following collection shows Milvus versions and recommended PyMilvus versions: Milvus version Recommended PyMilvus version :-----: :-----: 1.0.\\ 1.0.1 1.1.\\ 1.1.2 2.0.\\ 2.0.2 2.1.\\ 2.1.3 2.2.\\ 2.2.15 2.3.\\ 2.3.7 2.4.\\ 2.4.X 2.5.\\ 2.5.X 2.6.\\ 2.6.X 3.0.\\ 3.0.X Installation You can install PyMilvus via pip or pip3 for Python 3.9+: You can install a specific version of PyMilvus by: You can upgrade PyMilvus to the latest version by: FAQ Local development commands use uv. Install uv before running the make targets below. Q1. How to get submodules? A1. The following command will get the protos matching to the generated files, for protos of certain version, see milvus-proto for details. Q2. How to generate python files from milvus-proto? A2. Q3. How to use the local PyMilvus repository for Milvus server? A3. Q4. How to check and auto-fix the coding styles? A4. Q5. How to set up pre-commit hooks to automatically check and fix the coding styles? Once installed, the hooks will automatically run make format and make lint before each commit. If the checks fail, the commit will be aborted, and you'll need to fix the issues before committing again. A5. Pre-commit hooks help ensure code quality by automatically running linting and formatting checks before ea","default_branch":null,"files":null,"tree":[],"storefront":"/r/milvus-io","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/milvus-io/pymilvus/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}