rosedb
Milvus
| rosedb | Milvus | |
|---|---|---|
| 3 | 119 | |
| 4,583 | 29,837 | |
| 1.4% | 2.4% | |
| 6.2 | 10.0 | |
| 6 days ago | 6 days ago | |
| Go | Go | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
rosedb
Milvus
- AIM Weekly for 23 September 2024
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Recapping the AI, Machine Learning and Computer Meetup — September 12, 2024
Learn more about Milvus
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AIM Weekly 02 September 2024
📡 Sep 3: Princeton: Building The Future AI & Startups 📼 Sept 5: Virtual: Structured Document Extraction At Scale (Webinar) 🌧️ Sept 12: Virtual: Voxel51 🗽 Sept 18: NYC: Unstructured Data Meetup NYC 🍕 Sept 19: NYC: AI Camp NYC 🧠 Sept 19: Virtual RAG Pipelines with Real-Time 🚕 Oct 23: NYC: Unstructured Data Meetup NYC 📡 Oct 27-29: Raleigh, NC: All Things Open 🔥 Milvus 2.4.10 (RBAC for CDC, Database Access Restrictions, Upsert with Auto ID, Field Partial Load Collection [Beta Preview])
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Top 5 Vector Databases in 2024
Overview: Milvus is an open-source vector database designed for handling massive-scale vector data. It supports both NNS and ANNS and integrates well with various ML frameworks.
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Multimodal Madness! Create a Product Recommender for Smart Shopping
⭐ Give us a Star on GitHub!
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Building Intelligent RAG Applications with LangServe, LangGraph, and Milvus
If you enjoyed this blog post, consider giving us a star on Github and joining our Discord to share your experiences with the community.
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Introducing vectorlite: A Fast and Tunable Vector Search Extension for SQLite
With the rise of LLMs(Large Language Models) and RAG(Retrieval-Augmented Generation), vector databases, like Milvus and Pinecone, are getting a lot of attention. Traditional databases are also catching up in vector search support via third-party extensions, such as pgvector for PostgreSQL and sqlite-vss for SQLite.
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Multimodal RAG locally with CLIP and Llama3
You can access the code on Github, feel free to ask questions on our Discord, and give us a star on Github.
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List of 45 databases in the world
Milvus — Open-source vector database for AI and machine learning.
- AIM Weekly 17 June 2024
What are some alternatives?
nutsdb - A simple, fast, embeddable, persistent key/value store written in pure Go. It supports fully serializable transactions and many data structures such as list, set, sorted set.
pgvector - Open-source vector similarity search for Postgres
TinyGo - Go compiler for small places. Microcontrollers, WebAssembly (WASM/WASI), and command-line tools. Based on LLVM.
faiss - A library for efficient similarity search and clustering of dense vectors.
bolt
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Databunker - Secure Vault for Customer PII/PHI/PCI/KYC Records
Weaviate - Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
dgraph - The high-performance database for modern applications
Elasticsearch - Free and Open Source, Distributed, RESTful Search Engine
column - High-performance, columnar, in-memory store with bitmap indexing in Go
Face Recognition - The world's simplest facial recognition api for Python and the command line