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API StatusChangelog
Milvus
ByEmilyEmily

Milvus

#129in Databases
Discussions0
Followers49
OverviewDiscussions

What is Milvus?

Milvus is an open source vector database. Built with heterogeneous computing architecture for the best cost efficiency. Searches over billion-scale vectors take only milliseconds with minimum computing resources.

Milvus is a tool in the Databases category of a tech stack.

Key Features

Heterogeneous computingMultiple indexesIntelligent resource managementHorizontal scalabilityHigh availability

Milvus Pros & Cons

Pros of Milvus

  • ✓Best similarity search engine, fast and easy to use

Cons of Milvus

No cons listed yet.

Milvus Alternatives & Comparisons

What are some alternatives to Milvus?

Qdrant

Qdrant

It is an open-source Vector Search Engine and Vector Database written in Rust. It deploys as an API service providing search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications for matching, searching, recommending, and much more.

Chroma

Chroma

It is an open-source embedding database. Chroma makes it easy to build LLM apps by making knowledge, facts, and skills pluggable for LLMs.

LanceDB

LanceDB

It is an open-source database for vector search built with persistent storage, which greatly simplifies retrieval, filtering, and management of embeddings.

Lantern

Lantern

It is an open-source PostgreSQL database extension to store vector data, generate embeddings, and handle vector search operations. It provides a new index type for vector columns which speeds up ORDER BY ... LIMIT queries.

AthenaDB

AthenaDB

It is a simple, serverless, distributed vector database that can be used as an API. It is designed to handle large amounts of vector text data, making it suitable for projects with high data volumes.

Pg_vectorize

Pg_vectorize

It is a Postgres extension that automates the transformation and orchestration of text to embeddings and provides hooks into the most popular LLMs. This allows you to do vector search and build LLM applications on existing data with as little as two function calls.

Milvus Integrations

Hugging Face, Java, CentOS, Python, PyTorch and 6 more are some of the popular tools that integrate with Milvus. Here's a list of all 11 tools that integrate with Milvus.

Hugging Face
Hugging Face
Java
Java
CentOS
CentOS
Python
Python
PyTorch
PyTorch
C++
C++
Ubuntu
Ubuntu
Cohere
Cohere
Haystack NLP Framework
Haystack NLP Framework
Cohere.com
Cohere.com
llmware
llmware

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