pypi.org "vector-database" keyword
pyqql 0.3.1
Native Python bindings for the Qdrant Query Language parser and runtime10 versions - Latest release: 3 days ago - 1.36 thousand downloads last month - 4 stars on GitHub - 1 maintainer
chronovec 1.0.0
Vector memory for data that changes1 version - Latest release: 1 day ago - 1 maintainer
chromolite 0.1.5
Python package to visualize local chroma db1 version - Latest release: 1 day ago - 1 maintainer
quiver-client 1.1.0
Python client for Quiver, the security-first vector database.22 versions - Latest release: about 1 month ago - 144 downloads last month - 2 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
504 versions - Latest release: 20 days ago - 153 dependent packages - 1,464 dependent repositories - 5.68 million downloads last month - 52,012 stars on GitHub - 2 maintainers
llama-index 0.14.24
Interface between LLMs and your data504 versions - Latest release: 20 days ago - 153 dependent packages - 1,464 dependent repositories - 5.68 million downloads last month - 52,012 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
125 versions - Latest release: about 1 month ago - 129 dependent packages - 1,835 dependent repositories - 15.4 million downloads last month - 1,353 stars on GitHub - 1 maintainer
qdrant-client 1.19.0 💰
Client library for the Qdrant vector search engine125 versions - Latest release: about 1 month ago - 129 dependent packages - 1,835 dependent repositories - 15.4 million downloads last month - 1,353 stars on GitHub - 1 maintainer
cognee 1.5.4 💰
Cognee - is a library for enriching LLM context with a semantic layer for better understanding an...173 versions - Latest release: 4 days ago - 174 thousand downloads last month - 30,566 stars on GitHub - 1 maintainer
langchain-memvid 0.1.11 💰
LangChain implementation for MemVid (video-based vector storage)14 versions - Latest release: 5 months ago - 25 downloads last month - 3 stars on GitHub - 1 maintainer
next-plaid-client 1.7.0
Python SDK for the Next Plaid ColBERT Search API26 versions - Latest release: 22 days ago - 745 downloads last month - 542 stars on GitHub - 1 maintainer
embed-anything 0.7.1 💰
Embed anything at lightning speed49 versions - Latest release: 2 months ago - 2.1 thousand downloads last month - 1,302 stars on GitHub - 1 maintainer
embed-anything-gpu 0.7.3 💰
Embed anything at lightning speed25 versions - Latest release: 2 months ago - 675 downloads last month - 1,302 stars on GitHub - 1 maintainer
better-qdrant-mcp 0.4.2 💰
A Python MCP server for Qdrant memory storage and semantic search, compatible with Cursor-like MC...9 versions - Latest release: 10 months ago - 88 downloads last month - 1 stars on GitHub - 1 maintainer
txtai-minimal 9.13.0
All-in-one open-source AI framework for semantic search, LLM orchestration and language model wor...6 versions - Latest release: 13 days ago - 361 downloads last month - 12,922 stars on GitHub - 1 maintainer
recall-rag 0.12.0
Trustworthy retrieval for an AI agent's own memory — verdict, confidence and provenance per hit, ...18 versions - Latest release: 7 days ago - 2.36 thousand downloads last month - 3 stars on GitHub - 1 maintainer
llama-index-instrumentation 0.6.0
Instrumentation and Observability for LlamaIndex10 versions - Latest release: 11 days ago - 6.93 million downloads last month - 52,012 stars on GitHub - 1 maintainer
superduper-torch 0.10.0
Superduper allows users to work with arbitrary `torch` models, with custom pre-, post-processing ...9 versions - Latest release: about 1 year ago - 32 downloads last month - 5,318 stars on GitHub - 1 maintainer
specmem 0.2.2 💰
Unified, embeddable memory layer for AI coding agents built on Spec-Driven Development metadata7 versions - Latest release: 3 months ago - 65 downloads last month - 33 stars on GitHub - 1 maintainer
llama-index-networks 0.6.0
llama-index networks integration20 versions - Latest release: over 1 year ago - 3 dependent packages - 87 downloads last month - 41,415 stars on GitHub - 2 maintainers
mempalace 3.9.0
Give your AI a memory — mine projects and conversations into a searchable palace. No API key requ...19 versions - Latest release: 9 days ago - 74 thousand downloads last month - 58,475 stars on GitHub - 2 maintainers
honcho-ai 2.4.0
Official DX Optimized Python SDK for Honcho44 versions - Latest release: 12 days ago - 34 thousand downloads last month - 7,048 stars on GitHub - 1 maintainer
honcho-cli 0.1.4
A terminal for Honcho — memory that reasons.5 versions - Latest release: 13 days ago - 1.9 thousand downloads last month - 7,048 stars on GitHub - 1 maintainer
citadeldb-google-adk 2.1.0 💰
Google ADK memory backed by Citadel: encrypted at rest, with deletes that destroy the key2 versions - Latest release: 9 days ago - 3 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
40 versions - Latest release: over 2 years ago - 1 dependent package - 2 dependent repositories - 307 downloads last month - 651 stars on GitHub - 1 maintainer
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 2 years ago - 1 dependent package - 2 dependent repositories - 307 downloads last month - 651 stars on GitHub - 1 maintainer
genkit-flask 0.11.0
Hang a Genkit flow on the Flask app you already have3 versions - Latest release: 5 days ago - 206 downloads last month - 6,397 stars on GitHub - 1 maintainer
genkit-evaluators 0.11.0
Regex and schema checks for genkit eval:run. No API key.3 versions - Latest release: 5 days ago - 258 downloads last month - 6,394 stars on GitHub - 1 maintainer
genkit-google-genai 0.11.0
Gemini, Imagen, and Veo on Genkit5 versions - Latest release: 5 days ago - 1.52 thousand downloads last month - 6,405 stars on GitHub - 1 maintainer
genkit-anthropic 0.11.0
Claude on Genkit3 versions - Latest release: 5 days ago - 529 downloads last month - 6,405 stars on GitHub
genkit-middleware 0.11.0
Retry, fallback, tool approval, and a sandboxed filesystem on generate()3 versions - Latest release: 5 days ago - 136 downloads last month - 6,394 stars on GitHub - 1 maintainer
genkit-django 0.11.0
A Genkit flow as a Django view3 versions - Latest release: 5 days ago - 211 downloads last month - 6,405 stars on GitHub - 1 maintainer
genkit-ollama 0.11.0
Ollama on Genkit3 versions - Latest release: 5 days ago - 224 downloads last month - 6,405 stars on GitHub - 1 maintainer
genkit-fastapi 0.11.0
Hang flows and agents on the FastAPI app you already have3 versions - Latest release: 5 days ago - 336 downloads last month - 6,405 stars on GitHub - 1 maintainer
genkit 0.11.0
Python SDK from Google for agents, structured generation, and observable LLM apps20 versions - Latest release: 5 days ago - 5.95 thousand downloads last month - 6,405 stars on GitHub - 1 maintainer
genkit-openai 0.11.0
OpenAI-compatible models on Genkit3 versions - Latest release: 5 days ago - 573 downloads last month - 6,405 stars on GitHub - 1 maintainer
genkit-vertexai 0.11.0
Vertex AI and Model Garden on Genkit3 versions - Latest release: 5 days ago - 366 downloads last month - 6,405 stars on GitHub - 1 maintainer
genkit-google-cloud 0.11.0
Cloud Trace, Cloud Logging, and Firestore sessions for Genkit3 versions - Latest release: 5 days ago - 146 downloads last month - 6,405 stars on GitHub - 1 maintainer
ragoon 0.0.15 💰
RAGoon : High level library for batched embeddings generation, blazingly-fast web-based RAG and q...15 versions - Latest release: almost 2 years ago - 69 downloads last month - 70 stars on GitHub - 1 maintainer
tiledb-vector-search 0.16.0
TileDB Vector Search Python client36 versions - Latest release: 9 months ago - 4.35 thousand downloads last month - 68 stars on GitHub - 3 maintainers
deepsearcher 0.0.2
None5 versions - Latest release: over 1 year ago - 105 downloads last month - 8,230 stars on GitHub - 2 maintainers
Top 1.5% on pypi.org
255 versions - Latest release: almost 3 years ago - 7 dependent packages - 21 dependent repositories - 8.46 thousand downloads last month - 51,695 stars on GitHub - 2 maintainers
gpt-index 0.8.42
Interface between LLMs and your data255 versions - Latest release: almost 3 years ago - 7 dependent packages - 21 dependent repositories - 8.46 thousand downloads last month - 51,695 stars on GitHub - 2 maintainers
lancedbcjk 1.25.6
lancedb1 version - Latest release: 9 months ago - 16 downloads last month - 11,352 stars on GitHub - 1 maintainer
langchain-cratedb 0.2.0
Use LangChain with CrateDB5 versions - Latest release: 9 months ago - 169 downloads last month - 2 stars on GitHub - 6 maintainers
corpus-canary 1.0.0
Open-source RAG corpus health checker. No API key needed. Runs locally.1 version - Latest release: 2 days ago - 1 maintainer
llama-index-tools-querit 0.1.0
llama-index tools querit integration1 version - Latest release: 6 months ago - 17 downloads last month - 52,012 stars on GitHub - 1 maintainer
flying-delta-legacy 0.9.42
Interface between LLMs and your data2 versions - Latest release: over 2 years ago - 14 downloads last month - 52,012 stars on GitHub - 1 maintainer
superinstance 0.1.1 💰
Python SDK for persistent, multi-agent systems1 version - Latest release: 2 months ago - 12 downloads last month - 6 stars on GitHub - 1 maintainer
pulumi-pinecone-byoc 0.5.2
Pulumi components for Pinecone BYOC clusters22 versions - Latest release: 6 days ago - 169 downloads last month - 13 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
132 versions - Latest release: almost 4 years ago - 2 dependent packages - 129 dependent repositories - 7.67 thousand downloads last month - 9,229 stars on GitHub - 1 maintainer
hub 3.0.1
Activeloop Deep Lake132 versions - Latest release: almost 4 years ago - 2 dependent packages - 129 dependent repositories - 7.67 thousand downloads last month - 9,229 stars on GitHub - 1 maintainer
hub-redirect 3.0.3
Activeloop Deep Lake5 versions - Latest release: almost 4 years ago - 1 dependent package - 41 downloads last month - 9,229 stars on GitHub - 2 maintainers
ai-memory-service 0.0.1 💰
Placeholder package — install mcp-memory-service instead.1 version - Latest release: 4 months ago - 23 downloads last month - 1,925 stars on GitHub - 1 maintainer
flying-delta-core 0.9.40
Interface between LLMs and your data6 versions - Latest release: over 2 years ago - 61 dependent packages - 27 downloads last month - 52,012 stars on GitHub - 1 maintainer
lindex-patch 1.0.23
Interface between LLMs and your data1 version - Latest release: over 1 year ago - 11 downloads last month - 52,012 stars on GitHub - 1 maintainer
haiku.rag 0.82.1 💰
Local-first agentic RAG with citations - hybrid search, reranking and multimodal retrieval over y...172 versions - Latest release: 6 days ago - 6.42 thousand downloads last month - 586 stars on GitHub - 1 maintainer
citadeldb-llamaindex 2.1.0 💰
LlamaIndex vector storage backed by Citadel: encrypted at rest, with deletes that destroy the key2 versions - Latest release: 9 days ago - 3 stars on GitHub - 1 maintainer
omnichunk 2.1.4
Structure-aware deterministic chunking for code, prose, and markup.16 versions - Latest release: about 19 hours ago - 125 downloads last month - 8 stars on GitHub - 1 maintainer
lancedb-compat 0.38.0
lancedb3 versions - Latest release: 8 days ago - 485 downloads last month - 11,351 stars on GitHub - 2 maintainers
Top 1.4% on pypi.org
128 versions - Latest release: 9 days ago - 72 dependent packages - 453 dependent repositories - 14.6 million downloads last month - 11,352 stars on GitHub - 6 maintainers
lancedb 0.38.0
lancedb128 versions - Latest release: 9 days ago - 72 dependent packages - 453 dependent repositories - 14.6 million downloads last month - 11,352 stars on GitHub - 6 maintainers
colbert-export 0.1.0
Export HuggingFace ColBERT models to ONNX format for Rust inference1 version - Latest release: 8 months ago - 19 downloads last month - 533 stars on GitHub - 1 maintainer
pylate-onnx-export 0.1.0
Export HuggingFace ColBERT models to ONNX format for Rust inference1 version - Latest release: 8 months ago - 392 downloads last month - 533 stars on GitHub - 1 maintainer
mcp-memory-service 11.11.0 💰
Semantic memory layer for AI applications. REST API + MCP transport + knowledge graph + autonomou...330 versions - Latest release: 4 days ago - 32.6 thousand downloads last month - 1,925 stars on GitHub - 1 maintainer
llama-index-readers-docugami 0.6.0
llama-index readers docugami integration14 versions - Latest release: 9 days ago - 1 dependent package - 40 downloads last month - 41,415 stars on GitHub - 1 maintainer
llama-index-readers-papers 0.6.0
llama-index readers papers integration16 versions - Latest release: 9 days ago - 265 downloads last month - 41,415 stars on GitHub - 1 maintainer
llama-index-core 0.14.24
Interface between LLMs and your data257 versions - Latest release: 20 days ago - 518 dependent packages - 10.8 million downloads last month - 52,012 stars on GitHub - 1 maintainer
ogham-mcp 0.19.0
Shared memory MCP server — persistent, searchable, cross-client53 versions - Latest release: 20 days ago - 701 downloads last month - 114 stars on GitHub - 1 maintainer
poro 0.0.0
a minimal local embedding database.1 version - Latest release: over 2 years ago - 15 downloads last month - 2 stars on GitHub - 1 maintainer
workspace-qdrant-mcp 0.3.0
Project-scoped Qdrant MCP server with scratchbook functionality2 versions - Latest release: 11 months ago - 11 downloads last month - 3 stars on GitHub - 1 maintainer
mseep-workspace-qdrant-mcp 0.3.0
Project-scoped Qdrant MCP server with scratchbook functionality1 version - Latest release: 9 months ago - 11 downloads last month - 3 stars on GitHub - 1 maintainer
flexible-graphrag-mcp 0.8.0
MCP server for Flexible GraphRAG — connects to the FastAPI backend (status, ingest, hybrid search...12 versions - Latest release: 20 days ago - 332 downloads last month - 180 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
258 versions - Latest release: 15 days ago - 31 dependent packages - 1,384 dependent repositories - 105 thousand downloads last month - 9,229 stars on GitHub - 3 maintainers
deeplake 4.7.4
Data Lake for Multi-Modal AI Search258 versions - Latest release: 15 days ago - 31 dependent packages - 1,384 dependent repositories - 105 thousand downloads last month - 9,229 stars on GitHub - 3 maintainers
flexible-graphrag 0.8.0
Open source AI context platform: document processing, knowledge graph auto-building, ontologies, ...12 versions - Latest release: 20 days ago - 291 downloads last month - 180 stars on GitHub - 1 maintainer
helix-db 0.3.4 💰
Python SDK for the HelixDB query DSL and client10 versions - Latest release: 28 days ago - 2.75 thousand downloads last month - 5,890 stars on GitHub - 1 maintainer
oakcylinder 0.1.10
a work in progress10 versions - Latest release: 7 months ago - 24 downloads last month - 448 stars on GitHub - 1 maintainer
z3rno-core 0.22.1
Core memory engine for Z3rno: PostgreSQL schema, SQLAlchemy models, Alembic migrations, and the s...26 versions - Latest release: 2 days ago - 145 downloads last month - 0 stars on GitHub - 2 maintainers
arcadedb-embedded 26.9.1
ArcadeDB embedded multi-model database with bundled JRE - no Java installation required24 versions - Latest release: 3 days ago - 9.12 thousand downloads last month - 10 stars on GitHub - 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: over 1 year ago - 1 dependent package - 565 thousand downloads last month - 1,004 stars on GitHub - 1 maintainer
chunkr-rs 1.0.1
Blazingly fast document and text chunking library for LLMs and RAG in Rust and Python2 versions - Latest release: 9 days ago - 585 downloads last month - 7 stars on GitHub - 1 maintainer
leos-core 0.2.21
leOS-core (import name: lecore) -- the vector-symbolic core of leOS: memory, geometry, physics an...20 versions - Latest release: 9 days ago - 11 stars on GitHub - 1 maintainer
semantic-ai 0.0.6
Sematic AI RAG System8 versions - Latest release: about 2 years ago - 37 downloads last month - 22 stars on GitHub - 1 maintainer
helix-db-embedded 0.3.3 💰
Embedded HelixDB runtime and native graph algorithms for the HelixDB Python SDK8 versions - Latest release: 28 days ago - 797 downloads last month - 5,803 stars on GitHub - 1 maintainer
fast-plaid 1.2.0
Fast Plaid.94 versions - Latest release: about 1 year ago - 26.4 thousand downloads last month - 278 stars on GitHub - 1 maintainer
pyqql-edge 0.3.1
Local QQL execution for Python with qdrant-edge and FastEmbed10 versions - Latest release: 3 days ago - 560 downloads last month - 3 stars on GitHub - 1 maintainer
cyborgdb 0.17.0
Python Client SDK for CyborgDB: The Confidential Vector Database9 versions - Latest release: 3 months ago - 295 downloads last month - 8 stars on GitHub - 1 maintainer
honcho-crewai 0.3.0
CrewAI integration with Honcho for persistent agent memory3 versions - Latest release: 4 months ago - 19 downloads last month - 6,855 stars on GitHub - 1 maintainer
superduper-lance 0.10.0
SuperDuper Lance is a Python library that provides a high-level API for working with Lance vector...6 versions - Latest release: about 1 year ago - 14 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-llamacpp 0.10.0
Superduper allows users to work with self-hosted LLM models via [Llama.cpp](https://github.com/gg...9 versions - Latest release: about 1 year ago - 63 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-cohere 0.10.0
Superduper allows users to work with cohere API models.9 versions - Latest release: about 1 year ago - 18 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-framework 0.10.0
Build compositional and declarative AI applications and agents60 versions - Latest release: about 1 year ago - 288 downloads last month - 5,317 stars on GitHub - 1 maintainer
superduper-transformers 0.10.0
Transformers is a popular AI framework, and we have incorporated native support for Transformers ...9 versions - Latest release: about 1 year ago - 24 downloads last month - 5,315 stars on GitHub - 1 maintainer
pymilvus-distributed 0.0.66
Python Sdk for Milvus-Distributed65 versions - Latest release: over 5 years ago - 1 dependent repositories - 186 downloads last month - 1,409 stars on GitHub - 2 maintainers
superduper-jina 0.10.0
Superduper allows users to work with Jina Embeddings models through the Jina Embedding API.9 versions - Latest release: about 1 year ago - 26 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-openai 0.10.0
Superduper allows users to work with openai API models.19 versions - Latest release: about 1 year ago - 35 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-sqlalchemy 0.5.8
Superduper sqlalchemy is a metadata plugin for Superduper that allows you to store metadata in a ...21 versions - Latest release: over 1 year ago - 27 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-vllm 0.10.0
Superduper allows users to work with self-hosted LLM models via [vLLM](https://github.com/vllm-pr...9 versions - Latest release: about 1 year ago - 27 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-qdrant 0.10.0
SuperDuper Lance is a Python library that provides a high-level API for working with Lance vector...11 versions - Latest release: about 1 year ago - 31 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-dummy 0.5.0
Superduper: End-to-end framework for building custom AI applications and agents.5 versions - Latest release: over 1 year ago - 21 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-sql 0.10.0
`superduper_sql` is a plugin for SQL databases that allows you to use these databases as databack...8 versions - Latest release: about 1 year ago - 56 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-sentence-transformers 0.10.0
superduper allows users to work with self-hosted embedding models via [Sentence-Transformers](htt...9 versions - Latest release: about 1 year ago - 60 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-pillow 0.10.0
SuperDuper Pillow is a plugin for SuperDuper that provides support for Pillow.9 versions - Latest release: about 1 year ago - 25 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-anthropic 0.10.0
Superduper allows users to work with anthropic API models. The key integration is the integration...9 versions - Latest release: about 1 year ago - 25 downloads last month - 5,315 stars on GitHub - 1 maintainer
superduper-sklearn 0.10.0
superduper allows users to work with arbitrary sklearn estimators, with additional support for pr...9 versions - Latest release: about 1 year ago - 28 downloads last month - 5,315 stars on GitHub - 1 maintainer
kevj711-superduper-sql 0.7.2
`superduper_sql` is a plugin for SQL databases that allows you to use these databases as databack...3 versions - Latest release: about 1 year ago - 12 downloads last month - 5,315 stars on GitHub - 1 maintainer
Related Keywords
rag
592
llm
472
ai
330
embeddings
299
agents
224
semantic-search
196
python
180
data
168
llamaindex
163
memory
155
mcp
153
framework
149
application
149
vector-search
143
fine-tuning
141
multi-agents
140
machine-learning
120
database
117
retrieval-augmented-generation
102
ai-agents
88
langchain
85
qdrant
73
agent-memory
66
rust
66
openai
65
knowledge-graph
63
chromadb
56
retrieval
55
similarity-search
55
claude
54
nlp
51
hnsw
49
vector
46
chatbot
45
agent
45
search
44
model-context-protocol
43
fastapi
42
ml
41
mlops
40
multimodal
40
data-science
39
hybrid-search
39
mcp-server
38
pgvector
36
mongodb
36
faiss
34
embedding
33
sql
33
ai-memory
33
cli
32
llmops
32
ollama
32
milvus
31
transformers
31
pinecone
30
artificial-intelligence
30
anthropic
30
pytorch
30
inference
29
local-first
29
databases
28
ann
28
postgresql
27
knowledge-base
27
information-retrieval
26
llm-inference
26
pretrained-models
25
llm-serving
25
torch
25
chatgpt
25
graph-database
25
distributed-ml
25
embedders
24
embedded-database
24
search-engine
24
observability
23
agentic-ai
23
long-term-memory
23
sqlite
23
genkit
23
graph
21
gemini
21
RAG
21
generative-ai
21
claude-code
20
langgraph
20
lancedb
20
nearest-neighbor-search
20
approximate-nearest-neighbor-search
20
chunking
19
postgres
19
multi-agent
18
document-processing
18
memory-management
18
weaviate
18
vector-store
17
ai-assistant
17
large-language-models
17
chroma
16