citrus
vector-search-compilation
citrus | vector-search-compilation | |
---|---|---|
1 | 3 | |
93 | 5 | |
- | - | |
7.6 | 3.2 | |
about 1 month ago | almost 2 years ago | |
Python | ||
Apache License 2.0 | - |
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citrus
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Created a smol vector database in my free time. Looking to provide a LangChain integration soon!
It supports all the basic features like creating an index, inserting vectors and searching through them. Here's the GitHub link if anyone's interested in going over it: https://github.com/0xDebabrata/citrus
vector-search-compilation
What are some alternatives?
pgANN - Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
reframe - LeapTable đŸ¦˜- The fastest way to build, deploy, and manage LLM-powered agents on tabular data (dataframes, SQL tables and Spreadsheets). [Moved to: https://github.com/peterwnjenga/leaptable]
vector-db-benchmark - Framework for benchmarking vector search engines
litebox - Container for finding Python objects by attributes, using SQLite
vald - Vald. A Highly Scalable Distributed Vector Search Engine
filterbox - Index your Python objects for fast lookup by their attributes. [Moved to: https://github.com/manimino/ducks]
awesome-vector-database - A curated list of awesome works related to high dimensional structure/vector search & database
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​.
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Milvus - A cloud-native vector database, storage for next generation AI applications
pynndescent - A Python nearest neighbor descent for approximate nearest neighbors
Nuclia DB - NucliaDB, The AI Search database for RAG