pathwaycom/llm-app
Ready-to-run cloud templates for building real-time RAG, AI pipelines, and enterprise search applications that synchronize with various live data sources.
Awesome Infra for AI › Vector Databases & Retrieval Infrastructure
milvus-io/pymilvus
PyMilvus is the official Python SDK for Milvus, a highly scalable and performant open-source vector database. It provides a comprehensive set of functionalities for interacting with Milvus instances, allowing developers to manage vector embeddings, perform similarity searches, and handle massive vector datasets. The SDK facilitates operations such as creating collections, inserting, deleting, and updating vector data, and executing complex query operations like k-nearest neighbor (KNN) search and range search across billions of vectors. PyMilvus is crucial for building and deploying AI-powered applications that rely on efficient vector similarity search, including recommendation systems, image/video search, natural language processing, and anomaly detection. It supports various Milvus versions and provides clear installation and usage instructions, making it an essential tool for developers working with Milvus on the inference side of AI/ML workloads.
https://github.com/milvus-io/pymilvus
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