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 ๐ฐ
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 ๐ฐ
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 library57 versions - Latest release: about 4 hours ago - 2.44 thousand downloads last month - 148 stars on GitHub - 1 maintainer
qdrant-txtai 1.0.1 ๐ฐ
An integration of Qdrant ANN vector database backend with txtai8 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 ๐ฐ
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
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
nucliadb 2.2.5
NucliaDB, The AI Search database for RAG1,254 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
74 versions - Latest release: about 1 year ago - 1 dependent package - 2 dependent repositories - 517 downloads last month - 212 stars on GitHub - 1 maintainer
annlite 0.5.10
Fast and Light Approximate Nearest Neighbor Search Library integrated with the Jina Ecosystem74 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
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
weaviate-client 4.5.7
A python native Weaviate client187 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 Similarity1 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 client16 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 Arm43 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
11 versions - Latest release: 8 days ago - 1 dependent repositories - 20.6 thousand downloads last month - 159 stars on GitHub - 2 maintainers
redisvl 0.2.0
Python client library and CLI for using Redis as a vector database11 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
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 3.0.1
Activeloop Deep Lake132 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 Lake5 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
13 versions - Latest release: 8 months ago - 1 dependent repositories - 512 downloads last month - 1,898 stars on GitHub - 3 maintainers
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
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
deeplake 3.9.4
Activeloop Deep Lake140 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
40 versions - Latest release: 2 months ago - 2 dependent repositories - 707 downloads last month - 437 stars on GitHub - 2 maintainers
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
45 versions - Latest release: about 2 months ago - 1 dependent repositories - 1.54 thousand downloads last month - 2,434 stars on GitHub - 2 maintainers
prompttools 0.0.46
Tools for LLM prompt testing and experimentation45 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 & tools1,005 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
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
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 maintainersfaiss-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 search7 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
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
qdrant-client 1.9.1 ๐ฐ
Client library for the Qdrant vector search engine98 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
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
fastembed 0.2.7 ๐ฐ
Fast, light, accurate library built for retrieval embedding generation24 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 weaviate21 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
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
sqlite-vss 0.1.2 ๐ฐ
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 ๐ฐ
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 ๐ฐ
TODO2 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 humans๐ฅณ11 versions - Latest release: 6 months ago - 45 downloads last month - 12 stars on GitHub - 2 maintainers
Top 9.4% on pypi.org
34 versions - Latest release: 14 days ago - 1 dependent repositories - 1.36 thousand downloads last month - 678 stars on GitHub - 4 maintainers
uform 3.0.2
Pocket-Sized Multimodal AI for Content Understanding and Generation34 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 Hub5 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 Loop3 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
175 versions - Latest release: over 3 years ago - 1 dependent repositories - 1.55 thousand downloads last month - 304 stars on GitHub - 2 maintainers
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
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
usearch 2.12.0
Smaller & Faster Single-File Vector Search Engine from Unum90 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 Daft1 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/trieve2 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 database18 versions - Latest release: about 1 month ago - 230 downloads last month - 1 stars on GitHub - 2 maintainers
Top 2.2% on pypi.org
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
fiftyone-db 1.1.2
FiftyOne DB21 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
14 versions - Latest release: over 1 year ago - 2 dependent repositories - 490 downloads last month - 302 stars on GitHub - 1 maintainer
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 lists83 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 Everywhere1 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
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
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 Vecto5 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 client17 versions - Latest release: 22 days ago - 3.05 thousand downloads last month - 44 stars on GitHub - 6 maintainers
Top 7.2% on pypi.org
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
fiftyone-desktop 0.33.7
FiftyOne Desktop60 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 Infrastructure8 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 Tools13 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 Infrastructure13 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 Tools8 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 RAG44 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
1,210 versions - Latest release: about 1 year ago - 1 dependent repositories - 7.81 thousand downloads last month - 569 stars on GitHub - 4 maintainers
nucliadb-dataset 1.2.4
NucliaDB Train Python client1,210 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
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
nucliadb-telemetry 1.16.0
NucliaDB Telemetry Library Python process645 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
1 version - Latest release: over 1 year ago - 72 stars on GitHub
nucliadb-train 1.0.2 removed
NucliaDB Train Python process1 version - Latest release: over 1 year ago - 72 stars on GitHub
Top 8.7% on pypi.org
1 version - Latest release: over 1 year ago - 72 stars on GitHub
nucliadb-reader 1.0.2 removed
NucliaDB Reader Python process1 version - Latest release: over 1 year ago - 72 stars on GitHub
Top 8.7% on pypi.org
1 version - Latest release: over 1 year ago - 72 stars on GitHub
nucliadb-search 1.0.1 removed
NucliaDB Reader Python process1 version - Latest release: over 1 year ago - 72 stars on GitHub
superduperdb 0.1.1
๐ฎ Super-power your database with AI ๐ฎ24 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 GPU1 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 GPU1 version - Latest release: 28 days ago - 112 downloads last month - 68 stars on GitHub - 2 maintainers
fiftyone-db-ubuntu2204 0.4.0
FiftyOne DB1 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 DB1 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 DB6 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 DB5 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 DB3 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 humans1 version - Latest release: 4 months ago - 15 downloads last month - 4,085 stars on GitHub - 2 maintainers
Top 7.1% on pypi.org
19 versions - Latest release: 8 months ago - 3 dependent repositories - 8.18 thousand downloads last month - 296 stars on GitHub - 1 maintainer
cherche 2.0.6
Neural Search19 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 easier1 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
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
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