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pypi.org "vector-search" keyword

View the packages on the pypi.org package registry that are tagged with the "vector-search" keyword.

Top 1.3% on pypi.org
gptcache 0.1.44
GPTCache, a powerful caching library that can be used to speed up and lower the cost of chat appl...
46 versions - Latest release: over 1 year ago - 29 dependent packages - 1,266 dependent repositories - 466 thousand downloads last month - 7,055 stars on GitHub - 1 maintainer
arrowspace 0.23.0
Python bindings for ArrowSpace (Rust) providing graph-based similarity search, signal graphs, and...
8 versions - Latest release: about 3 hours ago - 1.22 thousand downloads last month - 2 stars on GitHub - 1 maintainer
muvera-fde 0.1.0
Python bindings for Google's graph-mining Fixed Dimensional Encoding (FDE) from MUVERA
1 version - Latest release: 4 months ago - 23 downloads last month - 710 stars on GitHub - 1 maintainer
unisim 1.0.1
UniSim: Universal Similarity
4 versions - Latest release: over 1 year ago - 1 dependent package - 3.46 thousand downloads last month - 105 stars on GitHub - 1 maintainer
cortex-memory 0.9.0
AI agent memory SDK built on Convex - ACID storage, vector search, and conversation management
1 version - Latest release: about 10 hours ago
Top 2.9% on pypi.org
sqlite-vss 0.1.2 💰
A SQLite extension for efficient vector search, based on Faiss!
45 versions - Latest release: over 2 years ago - 28 dependent packages - 53 dependent repositories - 13.2 thousand downloads last month - 1,628 stars on GitHub - 1 maintainer
maktaba 0.1.16
Production-ready RAG infrastructure for multilingual applications
16 versions - Latest release: about 12 hours ago - 1.21 thousand downloads last month - 0 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
fiftyone 1.10.0
FiftyOne: the open-source tool for building high-quality datasets and computer vision models
168 versions - Latest release: 15 days ago - 12 dependent packages - 64 dependent repositories - 171 thousand downloads last month - 10,017 stars on GitHub - 4 maintainers
Top 1.8% on pypi.org
qdrant-client 1.15.1 💰
Client library for the Qdrant vector search engine
118 versions - Latest release: 4 months ago - 129 dependent packages - 1,835 dependent repositories - 8.95 million downloads last month - 765 stars on GitHub - 1 maintainer
lovecraft 0.1.1
Converse with H.P. Lovecraft via Retrieval Augmented Generation.
2 versions - Latest release: over 1 year ago - 15 downloads last month - 0 stars on GitHub - 1 maintainer
nexus-ai-fs 0.5.4
AI-Native Distributed Filesystem Architecture
13 versions - Latest release: 1 day ago - 1.85 thousand downloads last month - 7 stars on GitHub - 2 maintainers
nidx-protos 6.9.4.post5380
Protobuf definitions for nucliadb/nidx
467 versions - Latest release: 1 day ago - 4.06 thousand downloads last month - 709 stars on GitHub - 1 maintainer
nidx-binding 0.1.0
Bindings for nidx (part of nucliadb)
142 versions - Latest release: 10 months ago - 2.72 thousand downloads last month - 706 stars on GitHub - 1 maintainer
fiftyone-db-debian9 0.4.4
FiftyOne DB
7 versions - Latest release: 4 months ago - 1 dependent repositories - 57 downloads last month - 9,898 stars on GitHub - 2 maintainers
contextinator 0.0.post96
Intelligent Codebase Understanding for AI Agents - Transform any codebase into semantically-aware...
1 version - Latest release: 2 days ago - 1 maintainer
Top 5.4% on pypi.org
usearch 2.21.0
Smaller & Faster Single-File Vector Search Engine from Unum
149 versions - Latest release: 2 months ago - 6 dependent packages - 2 dependent repositories - 149 thousand downloads last month - 3,085 stars on GitHub - 1 maintainer
mini-rag 0.1.2
A lightweight RAG (Retrieval-Augmented Generation) library with document loading, chunking, embed...
2 versions - Latest release: 2 days ago
docs2db-api 0.1.0
Query Docs2DB RAG databases with hybrid search and reranking
1 version - Latest release: 2 days ago - 1 maintainer
memory-hub-mcp 1.7.0
Local Memory Hub MCP Server with stdio transport for ZenCoder and MCP clients
22 versions - Latest release: 2 days ago - 322 downloads last month - 1 maintainer
timber-common 0.2.19
Configuration-driven persistence library with automatic encryption, caching, vector search, and G...
32 versions - Latest release: 3 days ago - 2.97 thousand downloads last month - 1 maintainer
piragi 0.1.3
The best RAG interface yet - Built-in vector store, embeddings, citations, and auto-updates
4 versions - Latest release: 3 days ago - 180 downloads last month - 1 maintainer
snipvault 1.0.1
LLM-Powered Code Snippet Manager with vector search
2 versions - Latest release: 3 days ago - 108 downloads last month - 1 maintainer
mcp-vector-search-nepavel 1.0.1
MCP server for cloud-based vector code search
2 versions - Latest release: 3 days ago
ragl 0.10.1
ragl: retrieval-augmented generation (RAG) for text.
23 versions - Latest release: 2 months ago - 83 downloads last month - 1 maintainer
lilvect 0.1.0
LilVect — small, local vector DB (memmap + sqlite) with journaling and an optional HTTP API.
1 version - Latest release: 3 days ago - 1 maintainer
rag-engine 0.1.2
A Retrieval-Augmented Generation (RAG) Engine for managing embeddings and similarity search
2 versions - Latest release: over 1 year ago - 67 downloads last month - 3 stars on GitHub - 1 maintainer
hsdpy 0.1.0
Python bindings for the Hsdlib library
4 versions - Latest release: 3 days ago - 7 downloads last month - 42 stars on GitHub - 1 maintainer
trieve 0.2.0
CLI for Trieve RAG Framework @ https://github.com/devflowinc/trieve
2 versions - Latest release: almost 2 years ago - 6 downloads last month - 246 stars on GitHub - 1 maintainer
leann 0.3.5
LEANN - The smallest vector index in the world. RAG Everything with LEANN!
28 versions - Latest release: 3 days ago - 6.16 thousand downloads last month - 3,188 stars on GitHub - 2 maintainers
infinity-sdk 0.6.5
infinity
77 versions - Latest release: 3 days ago - 3.69 thousand downloads last month - 3,590 stars on GitHub - 1 maintainer
trainly 0.1.0
Dead simple RAG integration for Python applications
1 version - Latest release: 4 days ago
llama-index-vector-stores-zeusdb 0.1.4
LlamaIndex integration for ZeusDB vector database. Enterprise-grade RAG with high-performance vec...
6 versions - Latest release: 16 days ago - 318 downloads last month - 3 stars on GitHub - 1 maintainer
perceptra 0.2.1
Production-ready object classification via vector retrieval
3 versions - Latest release: 4 days ago - 167 downloads last month - 0 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
weaviate-client 4.18.0
A python native Weaviate client
272 versions - Latest release: 5 days ago - 95 dependent packages - 2,885 dependent repositories - 15 million downloads last month - 206 stars on GitHub - 1 maintainer
mem-llm 2.1.2
Privacy-first, memory-enabled AI assistant with multi-backend LLM support (Ollama, LM Studio), ve...
23 versions - Latest release: 5 days ago - 1.69 thousand downloads last month - 3 stars on GitHub - 1 maintainer
retrivexlib 0.1.0
Lightweight neighbor-expansion retriever for addressing LLM positional bias in long contexts
1 version - Latest release: about 1 month ago - 37 downloads last month - 0 stars on GitHub - 1 maintainer
iris-vector-graph 1.1.4
Knowledge graph and vector search platform on InterSystems IRIS for financial services and biomed...
6 versions - Latest release: 6 days ago - 348 downloads last month - 0 stars on GitHub - 1 maintainer
rag-techlib 1.6.0
An extensible, abstract framework for building Retrieval-Augmented Generation (RAG) systems with ...
7 versions - Latest release: about 2 months ago - 58 downloads last month - 1 stars on GitHub - 1 maintainer
eventhub 0.0.1
a lightweight event library
2 versions - Latest release: about 1 year ago - 283 downloads last month - 27,918 stars on GitHub - 1 maintainer
qdrant-txtai 2.0.0 💰
An integration of Qdrant ANN vector database backend with txtai
9 versions - Latest release: over 1 year ago - 1 dependent repositories - 41 downloads last month - 23,353 stars on GitHub - 1 maintainer
infinity-embedded-sdk 0.5.2
infinity
19 versions - Latest release: 11 months ago - 2.26 thousand downloads last month - 3,590 stars on GitHub - 1 maintainer
Top 9.8% on pypi.org
redisvl 0.11.0
Python client library and CLI for using Redis as a vector database
38 versions - Latest release: 7 days ago - 1 dependent package - 1 dependent repositories - 532 thousand downloads last month - 338 stars on GitHub - 3 maintainers
owlib 0.1.0
Python SDK for the Owlib AI Knowledge Platform
1 version - Latest release: 3 months ago - 16 downloads last month - 1 maintainer
yabm25 0.1.1
Fast BM25 search engine for Python with RAG support
2 versions - Latest release: 9 months ago - 15 downloads last month - 0 stars on GitHub - 1 maintainer
Top 2.2% on pypi.org
fiftyone-db 1.4.0
FiftyOne DB
31 versions - Latest release: 8 days ago - 1 dependent package - 36 dependent repositories - 106 thousand downloads last month - 9,898 stars on GitHub - 4 maintainers
vectordb-bench 1.0.12
VectorDBBench is not just an offering of benchmark results for mainstream vector databases and cl...
42 versions - Latest release: 8 days ago - 1.45 thousand downloads last month - 922 stars on GitHub - 1 maintainer
banko-ai-assistant 1.0.34
AI-powered expense analysis and RAG system with CockroachDB vector search and multi-provider AI s...
33 versions - Latest release: 8 days ago - 1.16 thousand downloads last month - 3 stars on GitHub - 1 maintainer
swiftrank 1.3.0 💰
Compact, ultra-fast SoTA reranker enhancing retrieval pipelines and terminal applications.
5 versions - Latest release: over 1 year ago - 16 downloads last month - 795 stars on GitHub - 1 maintainer
vechord 0.2.4
VectorChord Python SDK
13 versions - Latest release: 3 months ago - 234 downloads last month - 50 stars on GitHub - 1 maintainer
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: over 1 year ago - 1 dependent package - 2 dependent repositories - 17 thousand downloads last month - 631 stars on GitHub - 1 maintainer
qilbee-mycelial-network 0.1.2
Enterprise SaaS SDK for Qilbee Mycelial Network - Adaptive AI Agent Communication
2 versions - Latest release: 9 days ago - 74 downloads last month - 1 maintainer
retrivex 0.1.0
Retrieval Models Explainability Toolkit. Explain embedding similarity prediction.
1 version - Latest release: about 1 month ago - 59 downloads last month - 1 stars on GitHub - 1 maintainer
files-vector-mcp-server 0.1.14
A FastMCP server for file vectorization and similarity search
15 versions - Latest release: about 2 months ago - 117 downloads last month - 0 stars on GitHub - 1 maintainer
openmemory-py 0.3.0
Brain-inspired memory system client for Python applications
4 versions - Latest release: 10 days ago - 0 stars on GitHub - 1 maintainer
asimov-sdk 1.0.0
Official Python SDK for Asimov API - Search and Add endpoints
1 version - Latest release: 10 days ago - 1 maintainer
datasette-sqlite-vss 0.1.2 💰
A SQLite extension for efficient vector search, based on Faiss!
45 versions - Latest release: over 2 years ago - 95 downloads last month - 1,628 stars on GitHub - 1 maintainer
splade4elastic 0.0.23
7 versions - Latest release: about 2 years ago - 29 downloads last month - 5 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
txtai 9.1.0
All-in-one open-source AI framework for semantic search, LLM orchestration and language model wor...
54 versions - Latest release: 11 days ago - 13 dependent packages - 14 dependent repositories - 29.7 thousand downloads last month - 11,746 stars on GitHub - 1 maintainer
nlpia2 0.2.0
NLP utilities and examples for _Natural Language Processing in Action, 2nd Ed_, by Hobson Lane an...
25 versions - Latest release: 5 months ago - 1 dependent repositories - 82 downloads last month - 14 stars on gitlab.com - 3 maintainers
localgenius 0.10.0
A personal MCP server that acts as a RAG source for your LLM
11 versions - Latest release: 4 months ago - 33 downloads last month - 1 maintainer
kektordb-client 0.2.0
An official Python client for KektorDB, a high-performance in-memory vector database.
2 versions - Latest release: 12 days ago - 21 downloads last month - 0 stars on GitHub - 1 maintainer
iotadb 0.0.15
Minimal implementation of a local embedding database
18 versions - Latest release: over 1 year ago - 37 downloads last month - 2 stars on GitHub - 1 maintainer
agentstate 1.0.2
Firebase for AI Agents - Persistent state management for AI applications
3 versions - Latest release: 3 months ago - 83 downloads last month - 50 stars on GitHub - 1 maintainer
knowt 0.1.5
Private, personalized searchable knowledge base, from your own notes.
5 versions - Latest release: over 1 year ago - 12 downloads last month - 1 maintainer
jina-now 0.0.52
Jina NOW - get your neural search case up and running in minutes.
583 versions - Latest release: over 2 years ago - 1 dependent repositories - 1.85 thousand downloads last month - 588 stars on GitHub - 1 maintainer
spladerunner 0.1.6 💰
Ultralight and Fast wrapper for the independent implementation of SPLADE++ models for your search...
14 versions - Latest release: about 1 year ago - 202 downloads last month - 32 stars on GitHub - 1 maintainer
chromasql 0.1.0
SQL-like DSL for planning and executing scoped ChromaDB queries.
1 version - Latest release: 14 days ago - 1 maintainer
promptlifter 0.5.0
LLM-powered conversation interface with intelligent context management, real-time search integrat...
4 versions - Latest release: 2 months ago - 252 downloads last month - 0 stars on GitHub - 1 maintainer
antarys 0.2.0
High-performance Python client for Antarys vector database
3 versions - Latest release: about 2 months ago - 79 downloads last month - 79 stars on GitHub - 1 maintainer
memg-core 1.0.0
Lightweight memory system for AI agents with vector search and graph storage
28 versions - Latest release: 3 months ago - 1.68 thousand downloads last month - 5 stars on GitHub - 1 maintainer
asyncpg-vector 0.1.0
PostgreSQL vector support for asyncpg
1 version - Latest release: 14 days ago - 1 maintainer
flashrank 0.2.10 💰
Ultra lite & Super fast SoTA cross-encoder based re-ranking for your search & retrieval pipelines.
27 versions - Latest release: 10 months ago - 1 dependent package - 101 thousand downloads last month - 857 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: about 3 years ago - 2 dependent repositories - 138 downloads last month - 337 stars on GitHub - 1 maintainer
sahomedb 0.4.0
Fast embedded vector database with incremental HNSW indexing.
4 versions - Latest release: about 1 year ago - 17 downloads last month - 11 stars on GitHub - 1 maintainer
ai-prishtina-milvus-client 1.0.2
A comprehensive, production-ready Python client library for Milvus vector database operations des...
3 versions - Latest release: 4 months ago - 36 downloads last month - 0 stars on GitHub - 1 maintainer
confluence-scraper-mcp 0.1.3
A Model Context Protocol (MCP) server for Confluence RAG with ChromaDB vector search
2 versions - Latest release: 4 months ago - 29 downloads last month - 0 stars on GitHub - 1 maintainer
cyborgdb 0.13.1
Python Client SDK for CyborgDB: The Confidential Vector Database
5 versions - Latest release: 14 days ago - 444 downloads last month - 6 stars on GitHub - 1 maintainer
annotateai 0.2.0
Automatically annotate papers using LLMs
3 versions - Latest release: 11 months ago - 73 downloads last month - 341 stars on GitHub - 1 maintainer
mseep-txtai 9.1.1
All-in-one open-source AI framework for semantic search, LLM orchestration and language model wor...
1 version - Latest release: 2 months ago - 15 downloads last month - 11,716 stars on GitHub - 1 maintainer
github-stars-search 0.1.1
A command-line tool to semantically search your starred GitHub repositories
2 versions - Latest release: 15 days ago - 106 downloads last month
ragdiff 2.2.0
Compare and evaluate RAG systems side-by-side with LLM evaluation. Use as a library or CLI tool.
5 versions - Latest release: 16 days ago - 388 downloads last month - 0 stars on GitHub - 1 maintainer
Top 9.4% on pypi.org
uform 3.1.3
Pocket-Sized Multimodal AI for Content Understanding and Generation
39 versions - Latest release: 2 months ago - 1 dependent package - 1 dependent repositories - 536 downloads last month - 678 stars on GitHub - 2 maintainers
libraft-cu13 25.10.0
RAFT: Reusable Algorithms Functions and other Tools (C++)
2 versions - Latest release: about 1 month ago - 418 downloads last month - 948 stars on GitHub - 1 maintainer
pylibraft-cu11 25.6.0
RAFT: Reusable Algorithms Functions and other Tools
20 versions - Latest release: 5 months ago - 4 dependent packages - 1 dependent repositories - 1.33 thousand downloads last month - 948 stars on GitHub - 2 maintainers
libraft-cu12 25.10.0
RAFT: Reusable Algorithms Functions and other Tools (C++)
5 versions - Latest release: about 1 month ago - 55.2 thousand downloads last month - 948 stars on GitHub - 1 maintainer
raft-dask-cu11 25.6.0
Reusable Accelerated Functions & Tools Dask Infrastructure
20 versions - Latest release: 5 months ago - 2 dependent packages - 1 dependent repositories - 1.08 thousand downloads last month - 948 stars on GitHub - 2 maintainers
libraft-cu11 25.6.0
RAFT: Reusable Algorithms Functions and other Tools (C++)
3 versions - Latest release: 5 months ago - 986 downloads last month - 948 stars on GitHub - 1 maintainer
pylibraft-cu13 25.10.0
RAFT: Reusable Algorithms Functions and other Tools
2 versions - Latest release: about 1 month ago - 575 downloads last month - 948 stars on GitHub - 1 maintainer
raft-dask-cu13 25.10.0
Reusable Accelerated Functions & Tools Dask Infrastructure
2 versions - Latest release: about 1 month ago - 528 downloads last month - 948 stars on GitHub - 1 maintainer
pylibraft-cu12 25.10.0
RAFT: Reusable Algorithms Functions and other Tools
17 versions - Latest release: about 1 month ago - 4 dependent packages - 1 dependent repositories - 55.7 thousand downloads last month - 602 stars on GitHub - 1 maintainer
raft-dask-cu12 25.10.0
Reusable Accelerated Functions & Tools Dask Infrastructure
17 versions - Latest release: about 1 month ago - 2 dependent packages - 1 dependent repositories - 52 thousand downloads last month - 602 stars on GitHub - 1 maintainer
raglite 1.0.0
A Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL.
16 versions - Latest release: 5 months ago - 1.88 thousand downloads last month - 1,099 stars on GitHub - 1 maintainer
elasticrag 0.3.2
Elasticsearch-based RAG system with ingest pipeline processing
8 versions - Latest release: 4 months ago - 15 downloads last month - 1 maintainer
nilvec 0.1.8
A lightweight library for nearest neighbor search in Rust.
9 versions - Latest release: 9 months ago - 231 downloads last month - 0 stars on GitHub - 1 maintainer
weaviate-client-samos123 3.26.0
A python native weaviate client
16 versions - Latest release: over 2 years ago - 73 downloads last month - 155 stars on GitHub - 1 maintainer
scalable-vs 0.0.9
Scalable Vector Search (SVS) is a performance library for vector similarity search.
6 versions - Latest release: 3 months ago - 78 downloads last month - 189 stars on GitHub - 1 maintainer
memory-ai-sdk 1.0.0
Simple 3-line integration for AI agents with memory - The most advanced memory API
1 version - Latest release: 17 days ago - 1 maintainer
netintel-ocr 0.1.17
Enterprise Document Intelligence Platform with High-Performance C++ Extensions, API v2, MCP, and ...
41 versions - Latest release: 2 months ago - 387 downloads last month - 1 stars on GitHub - 2 maintainers
embed-anything-gpu 0.6.6
Embed anything at lightning speed
21 versions - Latest release: 18 days ago - 232 downloads last month - 753 stars on GitHub - 1 maintainer
embed-anything 0.6.6
Embed anything at lightning speed
47 versions - Latest release: 18 days ago - 562 downloads last month - 753 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 101 ai 93 python 84 rag 83 vector-database 79 semantic-search 67 embeddings 64 llm 61 database 53 mlops 43 data-science 40 search 39 information-retrieval 35 chatbot 34 transformers 34 ml 33 pytorch 32 search-engine 30 similarity-search 29 inference 27 data 26 databases 26 mongodb 26 pretrained-models 26 torch 25 llmops 25 llm-serving 25 nlp 25 llm-inference 25 distributed-ml 25 retrieval-augmented-generation 24 mcp 23 artificial-intelligence 23 clustering 21 unstructured-data 21 deep-learning 21 vectors 18 rust 18 vector-similarity 17 vector-store 17 nearest-neighbors 17 embedding 17 sparse 16 hybrid-search 16 distance 16 vector 16 anns 15 statistics 15 cuda 15 gpu 15 computer-vision 15 neighborhood-methods 15 language-model 15 vector-search-engine 14 hnsw 14 memory 14 semantic 14 large-language-models 14 sqlite 13 retrieval 13 semantic-search-engine 13 developer-tools 12 search-engines 12 langchain 12 nuclia 11 text-classification 11 ai-powered-search 11 approximate-nearest-neighbor-search 11 openai 11 nearest-neighbor-search 11 linear-algebra 9 primitives 9 random-sampling 9 natural-language-processing 9 solvers 9 building-blocks 9 faiss 9 image-classification 9 object-detection 9 data-quality 9 data-curation 9 visualization 9 data-cleaning 9 agents 9 active-learning 9 knowledge-graph 9 data-centric-ai 9 neural-search 8 postgresql 8 image-search 7 graph 7 claude 7 qdrant 6 tensorflow 6 redis 6 graph-database 6 model-context-protocol 6 document-retrieval 6 multi-modal 6 llama-index 5