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Embedded Database Python Packages

Python packages with the GitHub topic embedded-database. Sorted by monthly downloads, with stars and forks.
chdb-io
chdb

chDB is an in-process OLAP SQL Engine 🚀 powered by ClickHouse

3.4M 3K 136
FalkorDB
falkordblite

Embedded, zero-config FalkorDB for Python, start a local graph database with no setup.

182K 62 4
duckdb
duckdb-cli

DuckDB is an analytical in-process SQL database management system

115K 42K 4K
tursodatabase
pyturso

A SQL database in Rust: SQLite-compatible, now also speaking Postgres (experimental). The LLVM of databases.

64K 25K 1K
kkollsga
kglite

Embedded Cypher knowledge graph for Python and Rust. Bundled MCP server, describe() schema, and code-graph parser for LLM agents.

33K 51 5
yp3y5akh0v
citadeldb

Local-first encrypted memory for AI agents

31K 3 1
kkollsga
kglite-cli

Embedded Cypher knowledge graph for Python and Rust. Bundled MCP server, describe() schema, and code-graph parser for LLM agents.

27K 51 5
BirchKwok
apexbase

A High-performance HTAP embedded database. A reliable work partner.

23K 3 0
AreevAI
areev

Self-improving agents, governed. Areev is the substrate for adaptive agents — agents that get better from their own history, under human authority, in steps you can inspect, undo, and re-measure.

21K 24 7
tursodatabase
turso-serverless

A SQL database in Rust: SQLite-compatible, now also speaking Postgres (experimental). The LLVM of databases.

18K 25K 1K
nhobin219
litelink

An embedded Iceberg storage engine for append-only data

16K 5 0
pometry
raphtory

Scalable graph analytics database powered by a multithreaded, vectorized temporal engine, written in Rust

14K 647 71
infino-ai
infino

Embedded retrieval library built on Parquet. Fast, efficient, and scalable.

13K 118 23
coleifer
unqlite

Python bindings for the UnQLite embedded NoSQL database

12K 404 34
cognica-io
uqa

Embeddable Rust query engine unifying relational, full-text, vector, graph, and probabilistic retrieval under one typed algebra.

12K 6 1
humemai
arcadedb-embedded

ArcadeDB embedded in python

11K 12 0
pleiad
frogql

Embedded GQL graph database in Rust. ISO/IEC 39075:2024 path patterns, Leapfrog-Triejoin runtime, single-file .gdb storage. CLI (frogql, SQLite-style), Python (PyPI), Node.js (npm) and WASM bindings.

10K 12 3
cozodb
cozo-embedded

A transactional, relational-graph-vector database that uses Datalog for query. The hippocampus for AI!

9K 4K 167
memforkdb
memfork

Git for agent memory, shared by every AI tool on your machine: fork, merge, rewind and hand off work between agents over MCP.

7K 0 0
yp3y5akh0v
citadeldb-mcp

Local-first encrypted memory for AI agents

7K 3 1
MatthewSherlin
mushroomdb

The embedded graph database that builds itself. Declarative linking rules, explainable derived edges, microsecond traversal. Rust core, Cypher subset, Python bindings.

6K 5 1
fenecdb
fenecdb

Minimal, vector-native embedded database in Rust. Compiles to WebAssembly, has its own query language (FenecQL) and speaks the PostgreSQL wire protocol.

6K 0 0
tursodatabase
pylimbo

A SQL database in Rust: SQLite-compatible, now also speaking Postgres (experimental). The LLVM of databases.

4K 25K 1K
opticsWolf
macrame-db

An embedded bitemporal graph ledger — concepts, typed relationships, and their full history of change, with hybrid vector/keyword search, graph traversal, and in-memory analytics, in a single .db file.

4K 1 0
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology