Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "vector-search" keyword

swiftrank 1.3.0 ๐Ÿ’ฐ
Compact, ultra-fast SoTA reranker enhancing retrieval pipelines and terminal applications.
5 versions - Latest release: 28 days ago - 133 downloads last month - 342 stars on GitHub - 2 maintainers
flashrank 0.2.4 ๐Ÿ’ฐ
Ultra lite & Super fast SoTA cross-encoder based re-ranking for your search & retrieval pipelines.
21 versions - Latest release: 9 days ago - 10.9 thousand downloads last month - 342 stars on GitHub - 2 maintainers
superlinked 3.41.0
The Superlinked vector computing library
57 versions - Latest release: about 4 hours ago - 2.44 thousand downloads last month - 148 stars on GitHub - 1 maintainer
qdrant-txtai 1.0.1 ๐Ÿ’ฐ
An integration of Qdrant ANN vector database backend with txtai
8 versions - Latest release: about 1 year ago - 1 dependent repositories - 83 downloads last month - 18,083 stars on GitHub - 2 maintainers
paka 0.1.7 ๐Ÿ’ฐ
LLMOps tool designed to simplify the deployment and management of large language model (LLM) appl...
8 versions - Latest release: 1 day ago - 580 downloads last month - 18,083 stars on GitHub - 1 maintainer
Top 8.2% on pypi.org
nucliadb 2.2.5
NucliaDB, The AI Search database for RAG
1,254 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 10.7 thousand downloads last month - 569 stars on GitHub - 4 maintainers
Top 6.9% on pypi.org
annlite 0.5.10
Fast and Light Approximate Nearest Neighbor Search Library integrated with the Jina Ecosystem
74 versions - Latest release: about 1 year ago - 1 dependent package - 2 dependent repositories - 517 downloads last month - 212 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
weaviate-client 4.5.7
A python native Weaviate client
187 versions - Latest release: 8 days ago - 61 dependent packages - 2,885 dependent repositories - 1.71 million downloads last month - 137 stars on GitHub - 1 maintainer
unisim 0.0.1
UniSim: Universal Similarity
1 version - Latest release: 5 months ago - 607 downloads last month - 68 stars on GitHub - 2 maintainers
weaviate-client-samos123 3.26.0
A python native weaviate client
16 versions - Latest release: about 1 year ago - 134 downloads last month - 136 stars on GitHub - 1 maintainer
simsimd 4.3.1
Fastest SIMD-Accelerated Vector Similarity Functions for x86 and Arm
43 versions - Latest release: 29 days ago - 1 dependent repositories - 45.8 thousand downloads last month - 727 stars on GitHub - 2 maintainers
Top 9.8% on pypi.org
redisvl 0.2.0
Python client library and CLI for using Redis as a vector database
11 versions - Latest release: 8 days ago - 1 dependent repositories - 20.6 thousand downloads last month - 159 stars on GitHub - 2 maintainers
Top 2.3% on pypi.org
hub 3.0.1
Activeloop Deep Lake
132 versions - Latest release: over 1 year ago - 2 dependent packages - 129 dependent repositories - 4.36 thousand downloads last month - 7,735 stars on GitHub - 1 maintainer
hub-redirect 3.0.3
Activeloop Deep Lake
5 versions - Latest release: over 1 year ago - 1 dependent package - 28 downloads last month - 7,725 stars on GitHub - 2 maintainers
Top 8.4% on pypi.org
vearch 3.3.2
A library for efficient similarity search and storage of deep learning vectors.
13 versions - Latest release: 8 months ago - 1 dependent repositories - 512 downloads last month - 1,898 stars on GitHub - 3 maintainers
vearch-cluster 0.0.2
A library for efficient similarity search and storage of deep learning vectors.
2 versions - Latest release: 6 months ago - 245 downloads last month - 1,898 stars on GitHub - 2 maintainers
minvectordb 0.3.3
A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database de...
31 versions - Latest release: 1 day ago - 564 downloads last month - 5 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
deeplake 3.9.4
Activeloop Deep Lake
140 versions - Latest release: 2 days ago - 27 dependent packages - 1,384 dependent repositories - 50.3 thousand downloads last month - 7,732 stars on GitHub - 5 maintainers
Top 8.1% on pypi.org
vectordb 0.0.21
The Python VectorDB. Build your vector database from working as a library to scaling as a databas...
40 versions - Latest release: 2 months ago - 2 dependent repositories - 707 downloads last month - 437 stars on GitHub - 2 maintainers
Top 8.5% on pypi.org
prompttools 0.0.46
Tools for LLM prompt testing and experimentation
45 versions - Latest release: about 2 months ago - 1 dependent repositories - 1.54 thousand downloads last month - 2,434 stars on GitHub - 2 maintainers
relevanceai-dev 0.17.0
Home of the AI workforce - Multi-agent system, AI agents & tools
1,005 versions - Latest release: over 2 years ago - 1 dependent repositories - 7.17 thousand downloads last month - 84 stars on GitHub - 1 maintainer
jina-now 0.0.52
Jina NOW - get your neural search case up and running in minutes.
583 versions - Latest release: about 1 year ago - 1 dependent repositories - 2.29 thousand downloads last month - 588 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
gptcache 0.1.43
GPTCache, a powerful caching library that can be used to speed up and lower the cost of chat appl...
45 versions - Latest release: 5 months ago - 26 dependent packages - 1,266 dependent repositories - 122 thousand downloads last month - 6,420 stars on GitHub - 2 maintainers
oasysdb 0.4.4
Fast embedded vector database with incremental HNSW indexing.
7 versions - Latest release: 13 days ago - 4.9 thousand downloads last month - 297 stars on GitHub - 2 maintainers
splade4elastic 0.0.23
7 versions - Latest release: 7 months ago - 43 downloads last month - 5 stars on GitHub - 2 maintainers
faiss-instant 0.0.4
This package contains toolkit for faiss-instant. It mainly helps to encode texts via Transformers...
4 versions - Latest release: about 2 years ago - 1 dependent repositories - 44 downloads last month - 7 stars on GitHub - 2 maintainers
sptag 1.6.8
SPTAG: A library for fast approximate nearest neighbor search
7 versions - Latest release: 12 months ago - 1 dependent repositories - 127 downloads last month - 4,703 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
qdrant-client 1.9.1 ๐Ÿ’ฐ
Client library for the Qdrant vector search engine
98 versions - Latest release: 6 days ago - 80 dependent packages - 1,835 dependent repositories - 691 thousand downloads last month - 617 stars on GitHub - 1 maintainer
Top 7.7% on pypi.org
fastembed 0.2.7 ๐Ÿ’ฐ
Fast, light, accurate library built for retrieval embedding generation
24 versions - Latest release: 6 days ago - 5 dependent packages - 4 dependent repositories - 85.1 thousand downloads last month - 791 stars on GitHub - 3 maintainers
weaviate-cli 2.2.0
Comand line interface to interact with weaviate
21 versions - Latest release: about 1 year ago - 1 dependent repositories - 1.43 thousand downloads last month - 9,582 stars on GitHub - 4 maintainers
Top 2.9% on pypi.org
sqlite-vss 0.1.2 ๐Ÿ’ฐ
A SQLite extension for efficient vector search, based on Faiss!
45 versions - Latest release: 9 months ago - 20 dependent packages - 53 dependent repositories - 7.79 thousand downloads last month - 1,462 stars on GitHub - 2 maintainers
datasette-sqlite-vss 0.1.2 ๐Ÿ’ฐ
A SQLite extension for efficient vector search, based on Faiss!
45 versions - Latest release: 9 months ago - 204 downloads last month - 1,462 stars on GitHub - 1 maintainer
sqlite-utils-sqlite-vss 0.1.2 ๐Ÿ’ฐ
TODO
2 versions - Latest release: 9 months ago - 32 downloads last month - 1,462 stars on GitHub - 1 maintainer
vsslite 0.6.1
A vector similarity search engine for humans๐Ÿฅณ
11 versions - Latest release: 6 months ago - 45 downloads last month - 12 stars on GitHub - 2 maintainers
Top 9.4% on pypi.org
uform 3.0.2
Pocket-Sized Multimodal AI for Content Understanding and Generation
34 versions - Latest release: 14 days ago - 1 dependent repositories - 1.36 thousand downloads last month - 678 stars on GitHub - 4 maintainers
hub-v1 1.3.9
Activeloop Hub
5 versions - Latest release: almost 3 years ago - 1 dependent repositories - 36 downloads last month - 7,719 stars on GitHub - 2 maintainers
code-indexer-loop 0.2.1
Code Indexer Loop
3 versions - Latest release: 8 months ago - 50 downloads last month - 161 stars on GitHub - 2 maintainers
spladerunner 0.1.5
Ultralight and Fast wrapper for the independent implementation of SPLADE++ models for your search...
13 versions - Latest release: 10 days ago - 156 downloads last month - 20 stars on GitHub - 1 maintainer
Top 9.8% on pypi.org
vectorai-nightly 0.2.1
A Python framework for building vector based applications. Encode, query and analyse data using v...
175 versions - Latest release: over 3 years ago - 1 dependent repositories - 1.55 thousand downloads last month - 304 stars on GitHub - 2 maintainers
vectorai 0.3.0
A Python framework for building vector based applications. Encode, query and analyse data using v...
8 versions - Latest release: almost 3 years ago - 1 dependent repositories - 146 downloads last month - 304 stars on GitHub - 2 maintainers
Top 5.4% on pypi.org
usearch 2.12.0
Smaller & Faster Single-File Vector Search Engine from Unum
90 versions - Latest release: 10 days ago - 2 dependent packages - 2 dependent repositories - 61.8 thousand downloads last month - 1,599 stars on GitHub - 2 maintainers
vexpresso 0.0.2
Vexpresso is a simple and scalable multi-modal vector database built with Daft
1 version - Latest release: 11 months ago - 1 dependent package - 11 downloads last month - 6 stars on GitHub - 2 maintainers
trieve 0.2.0
CLI for Trieve RAG Framework @ https://github.com/devflowinc/trieve
2 versions - Latest release: 3 months ago - 17 downloads last month - 246 stars on GitHub - 2 maintainers
poro 0.0.0
a minimal local embedding database.
1 version - Latest release: about 1 month ago - 191 downloads last month - 1 stars on GitHub - 2 maintainers
pakka 0.0.0
a minimal local embedding database.
1 version - Latest release: about 1 month ago - 171 downloads last month - 1 stars on GitHub - 2 maintainers
iotadb 0.0.15
Minimal implementation of a local embedding database
18 versions - Latest release: about 1 month ago - 230 downloads last month - 1 stars on GitHub - 2 maintainers
Top 2.2% on pypi.org
fiftyone-db 1.1.2
FiftyOne DB
21 versions - Latest release: 2 months ago - 1 dependent package - 36 dependent repositories - 62.8 thousand downloads last month - 6,627 stars on GitHub - 4 maintainers
ustore 1.7.5
Python bindings for Unum's UStore.
21 versions - Latest release: almost 2 years ago - 1 dependent repositories - 27 downloads last month - 478 stars on GitHub - 2 maintainers
ukv 0.12.1
Python bindings for Unum's UStore.
23 versions - Latest release: about 1 year ago - 145 downloads last month - 478 stars on GitHub - 1 maintainer
Top 8.7% on pypi.org
gpl 0.1.4
GPL is an unsupervised domain adaptation method for training dense retrievers. It is based on que...
14 versions - Latest release: over 1 year ago - 2 dependent repositories - 490 downloads last month - 302 stars on GitHub - 1 maintainer
liteindex 0.0.2.dev63
SQLite based queryable python indexes for dicts and lists
83 versions - Latest release: 17 days ago - 3 dependent packages - 750 downloads last month - 6 stars on GitHub - 2 maintainers
horapy 0.0.1
Hora Search Everywhere
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 27 downloads last month - 2,553 stars on GitHub - 4 maintainers
Top 2.3% on pypi.org
txtai 7.1.0
All-in-one open-source embeddings database for semantic search, LLM orchestration and language mo...
38 versions - Latest release: 20 days ago - 12 dependent packages - 14 dependent repositories - 7.85 thousand downloads last month - 6,914 stars on GitHub - 1 maintainer
vecto-sdk 0.2.3
Official Python SDK for Vecto
5 versions - Latest release: 4 months ago - 1 dependent repositories - 59 downloads last month - 3 stars on GitHub - 2 maintainers
knowt 0.1.5
Private, personalized searchable knowledge base, from your own notes.
5 versions - Latest release: about 2 months ago - 31 downloads last month - 2 maintainers
tiledb-vector-search 0.3.0
TileDB Vector Search Python client
17 versions - Latest release: 22 days ago - 3.05 thousand downloads last month - 44 stars on GitHub - 6 maintainers
Top 7.2% on pypi.org
fiftyone-desktop 0.33.7
FiftyOne Desktop
60 versions - Latest release: 24 days ago - 1 dependent package - 1 dependent repositories - 1.33 thousand downloads last month - 6,627 stars on GitHub - 6 maintainers
raft-dask-cu12 24.4.0
Reusable Accelerated Functions & Tools Dask Infrastructure
8 versions - Latest release: 28 days ago - 1 dependent repositories - 100 downloads last month - 602 stars on GitHub - 2 maintainers
pylibraft-cu11 24.4.0
RAFT: Reusable Algorithms Functions and other Tools
13 versions - Latest release: 28 days ago - 1 dependent package - 1 dependent repositories - 251 downloads last month - 602 stars on GitHub - 6 maintainers
raft-dask-cu11 24.4.0
Reusable Accelerated Functions & Tools Dask Infrastructure
13 versions - Latest release: 28 days ago - 1 dependent package - 1 dependent repositories - 132 downloads last month - 602 stars on GitHub - 6 maintainers
pylibraft-cu12 24.4.0
RAFT: Reusable Algorithms Functions and other Tools
8 versions - Latest release: 28 days ago - 1 dependent repositories - 163 downloads last month - 601 stars on GitHub - 2 maintainers
nuclia 2.0.11
NucliaDB, The AI Search database for RAG
44 versions - Latest release: about 1 month ago - 1.87 thousand downloads last month - 569 stars on GitHub - 3 maintainers
Top 8.8% on pypi.org
nucliadb-dataset 1.2.4
NucliaDB Train Python client
1,210 versions - Latest release: about 1 year ago - 1 dependent repositories - 7.81 thousand downloads last month - 569 stars on GitHub - 4 maintainers
Top 6.4% on pypi.org
nucliadb-telemetry 1.16.0
NucliaDB Telemetry Library Python process
645 versions - Latest release: 8 months ago - 3 dependent packages - 1 dependent repositories - 39.6 thousand downloads last month - 569 stars on GitHub - 3 maintainers
Top 8.7% on pypi.org
nucliadb-train 1.0.2 removed
NucliaDB Train Python process
1 version - Latest release: over 1 year ago - 72 stars on GitHub
Top 8.7% on pypi.org
nucliadb-reader 1.0.2 removed
NucliaDB Reader Python process
1 version - Latest release: over 1 year ago - 72 stars on GitHub
Top 8.7% on pypi.org
nucliadb-search 1.0.1 removed
NucliaDB Reader Python process
1 version - Latest release: over 1 year ago - 72 stars on GitHub
superduperdb 0.1.1
๐Ÿ”ฎ Super-power your database with AI ๐Ÿ”ฎ
24 versions - Latest release: 3 months ago - 1 dependent repositories - 402 downloads last month - 4,305 stars on GitHub - 2 maintainers
cuvs-cu12 24.4.0
cuVS: Vector Search on the GPU
1 version - Latest release: 28 days ago - 125 downloads last month - 68 stars on GitHub - 2 maintainers
cuvs-cu11 24.4.0
cuVS: Vector Search on the GPU
1 version - Latest release: 28 days ago - 112 downloads last month - 68 stars on GitHub - 2 maintainers
fiftyone-db-ubuntu2204 0.4.0
FiftyOne DB
1 version - Latest release: 12 months ago - 6.7 thousand downloads last month - 6,627 stars on GitHub - 2 maintainers
fiftyone-db-ubuntu2004 0.4.0
FiftyOne DB
1 version - Latest release: over 1 year ago - 1 dependent repositories - 15 downloads last month - 6,627 stars on GitHub - 1 maintainer
fiftyone-db-debian9 0.4.0
FiftyOne DB
6 versions - Latest release: over 1 year ago - 1 dependent repositories - 10 downloads last month - 6,627 stars on GitHub - 2 maintainers
fiftyone-db-ubuntu1604 0.3.0
FiftyOne DB
5 versions - Latest release: over 3 years ago - 1 dependent repositories - 15 downloads last month - 6,619 stars on GitHub - 2 maintainers
fiftyone-eval-only 0.14.3
FiftyOne, for evaluation only.
1 version - Latest release: over 2 years ago - 1 dependent repositories - 6 downloads last month - 6,625 stars on GitHub - 2 maintainers
fiftyone-db-rhel7 0.4.0
FiftyOne DB
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 17 downloads last month - 6,625 stars on GitHub - 1 maintainer
marqo1 2.1.0
Tensor search for humans
1 version - Latest release: 4 months ago - 15 downloads last month - 4,085 stars on GitHub - 2 maintainers
Top 7.1% on pypi.org
cherche 2.0.6
Neural Search
19 versions - Latest release: 8 months ago - 3 dependent repositories - 8.18 thousand downloads last month - 296 stars on GitHub - 1 maintainer
semantic-search 0.0.0
Make semantic search easier
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 36 downloads last month - 16 stars on GitHub - 2 maintainers
Top 9.0% on pypi.org
nucliadb-models 2.38.0.post81 removed
NucliaDB is a cloud-native database for unstructured data and vector, text, paragraphs and relati...
879 versions - Latest release: 4 months ago - 5 dependent packages - 1 dependent repositories - 9.12 thousand downloads last month - 72 stars on GitHub - 5 maintainers
Related Keywords
python 38 machine-learning 36 vector-database 26 search 25 search-engine 19 deep-learning 17 unstructured-data 17 mlops 16 llm 15 semantic-search 15 embeddings 15 information-retrieval 15 database 14 computer-vision 13 data-science 13 vector-search-engine 13 artificial-intelligence 12 clustering 11 similarity-search 11 vectors 11 semantic-search-engine 10 ai 10 language-model 10 rust 10 search-engines 10 semantic 9 neural-search 9 developer-tools 9 data-curation 8 text-classification 8 large-language-models 8 object-detection 8 image-classification 8 data-quality 8 active-learning 8 data-centric-ai 8 data-cleaning 8 vector-similarity 8 rag 8 retrieval-augmented-generation 8 approximate-nearest-neighbor-search 8 pytorch 8 visualization 8 ai-powered-search 8 nuclia 8 sparse 7 hnsw 7 distance 7 image-search 7 transformers 7 nlp 7 vector 7 cuda 6 anns 6 vector-store 6 gpu 6 statistics 6 langchain 6 tensorflow 6 neighborhood-methods 6 nearest-neighbors 6 hybrid-search 6 faiss 6 nearest-neighbor-search 6 neural-network 5 document-retrieval 5 sqlite 5 recommender-system 5 ml 5 embedding 5 cv 4 random-sampling 4 openai 4 solvers 4 image-processing 4 data-version-control 4 datalake 4 linear-algebra 4 building-blocks 4 primitives 4 datasets 4 matching 3 hacktoberfest 3 neural-networks 3 sqlite-extension 3 full-text-search 3 chatgpt 3 weaviate 3 machinelearning 3 simd 3 neural 3 natural-language-processing 3 clip 3 qdrant 3 spdk 2 key-value-database 2 pandas 2 gpt 2 nosql 2 retrieval 2