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Issun Db

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A fast embedded graph database for AI applications and graph analytics

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Описание

A fast embedded graph database for AI applications and graph analytics

README

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IssunDB

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An embedded graph database for AI applications and graph analytics


IssunDB is an embedded graph database written in Rust. It can be embedded in Rust applications without a separate server, and is designed for applications such as GraphRAG pipelines and knowledge graphs.

You can download the latest binaries (for IssunDB CLI, MCP, and HTTP servers) from here.

Key Features

  • ACID transactions, property graph model, and Cypher query support
  • Fast graph traversal and analytics
  • Vectorized query execution
  • Vector, full-text, and hybrid search
  • APIs for Rust, Python, CLI, HTTP (REST), and MCP
  • Support for Linux, macOS, Windows, and WebAssembly

[!IMPORTANT] This project is still in early development, so bugs and breaking changes are expected. Please use the issue page to report bugs or request features.


Quickstart

To use IssunDB in your Rust project, add the dependency to your Cargo.toml:

[dependencies]
issundb = "0.1.0-alpha.25"
serde_json = "1.0"

[!NOTE] IssunDB needs Rust 1.85.0 or newer.

The following example opens a database, inserts nodes, creates relationships, and queries the graph using Cypher:

use std::path::Path;
use issundb::{Graph, GraphQueryExt};

fn main() -> Result<(), Box<dyn std::error::Error>> {
    // Open a graph database (with a 1 GB memory map size limit)
    let graph = Graph::open(Path::new("./issundb-data"), 1)?;

    // Add two nodes with properties
    let alice_props = serde_json::json!({ "name": "Alice", "age": 30 });
    let alice_id = graph.add_node("Person", &alice_props)?;

    let bob_props = serde_json::json!({ "name": "Bob", "age": 28 });
    let bob_id = graph.add_node("Person", &bob_props)?;

    // Add an edge between the nodes
    let edge_props = serde_json::json!({ "since": 2021 });
    graph.add_edge(alice_id, bob_id, "KNOWS", &edge_props)?;

    // Optional: rebuild CSR snapshot manually after bulk writes
    graph.rebuild_csr()?;

    // Run a Cypher query and print the results
    let result = graph.query(
        "MATCH (a:Person)-[r:KNOWS]->(b:Person) RETURN a.name, b.name, r.since"
    )?;

    for record in result.records {
        println!(
            "Match: {} knows {} since {}",
            record.values[0],
            record.values[1],
            record.values[2]
        );
    }

    Ok(())
}
# Output:
Match: "Alice" knows "Bob" since 2021

Running IssunDB in a Container

CLI

# Run IssunDB with the CLI
docker run --rm -it -v issundb-data:/data ghcr.io/issundb/issundb:latest

HTTP (REST)

# Run IssunDB with the HTTP API on port 7474
docker run --rm -p 7474:7474 -v issundb-data:/data ghcr.io/issundb/issundb:latest issundb-rest

MCP

# Run IssunDB with the MCP API on port 8000
docker run --rm -p 8000:8000 -v issundb-data:/data ghcr.io/issundb/issundb:latest issundb-mcp

Documentation

The project documentation is available here. The Rust API documentation is available on docs.rs/issundb.

Rust Examples

Refer to the issundb-examples crate for Rust API examples.

Python Examples

Refer to the issundb-py/examples directory for Python API examples.

Knowledge Graph Demo

asciicast


Contributing

See CONTRIBUTING.md for details on how to make a contribution.

License

IssunDB is available under either of these licenses:

Acknowledgements

  • The logo is from SVG Repo with some modifications.

from github.com/IssunDB/issun-db

Установка Issun Db

У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.

▸ github.com/IssunDB/issun-db

FAQ

Issun Db MCP бесплатный?

Да, Issun Db MCP бесплатный — установка в пару кликов через Unyly без оплаты.

Нужен ли API-ключ для Issun Db?

Нет, Issun Db работает без API-ключей и переменных окружения.

Issun Db — hosted или self-hosted?

Self-hosted: сервер запускается локально на твоей машине командой из раздела установки.

Как установить Issun Db в Claude Desktop, Claude Code или Cursor?

Открой Issun Db на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.

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