Data Analysis & Investment Research · Public

seekdb

The AI-Native Search Database. Best for agent storage, it unifies vector, text, structured, and semi-structured data into a single engine. This all-in-one database makes agents smarter, easier to run, and more stable.

Best fitUsers who want source-backed project understanding before installing it.

Check whether this project matches your task before installing it.

What it can doskill, recipe, host_instruction, eval, preflight

Review the portable capability path.

Before continuingVerify in a sandbox

Do not treat a preview pack as a proven local install.

GitHub snapshot2.8k stars

253 forks · 32 contributors

Doramagic.ai Last verification date: 2026-06-23 Verification method: source evidence, semantic profile, public page gate, and static build acceptance.

Official first step Read manual preview Source repository

Publication status · 2026-06-23

What is seekdb?

The AI-Native Search Database. Best for agent storage, it unifies vector, text, structured, and semi-structured data into a single engine. This all-in-one database makes agents smarter, easier to run, and more stable.
Best fit: Users who want source-backed project understanding before installing it.
Not for: Not for users who want to skip sandbox verification or cannot accept configuration, permission, or maintenance overhead.
Capability added to an AI workflow: skill, recipe, host_instruction, eval, preflight
First safe verification step: Verify the smallest path in an isolated environment and keep a rollback path.
Verification state: source, Quick Start, and sandbox install checks are recorded as passed.
Top risk: May increase setup, validation, or first-run risk for the user.
Evidence base: https://github.com/oceanbase/seekdb, https://github.com/oceanbase/seekdb#readme, Human Manual, Pitfall Log

Quick decision

Use this section to decide whether the project is worth a deeper read.

Best forUsers who want source-backed project understanding before installing it.

Match the project to your task before installing it.

Capabilityskill, recipe, host_instruction, eval, preflight

Repositoryoceanbase/seekdb

2.8k stars · 253 forks

What it can do

Translate the upstream project into concrete capabilities the user can judge before installing.

Overview, Architecture & Build System

Related topics: Core SQL Engine, Storage & Log Service, Vector, Full-Text, Hybrid Search & AI Service

Source: https://github.com/oceanbase/seekdb / Human Manual

Core SQL Engine, Storage & Log Service

Related topics: Overview, Architecture & Build System, Vector, Full-Text, Hybrid Search & AI Service, FORK/MERGE Sandboxes & Embedded SDKs

Source: https://github.com/oceanbase/seekdb / Human Manual

Vector, Full-Text, Hybrid Search & AI Service

Related topics: Overview, Architecture & Build System, Core SQL Engine, Storage & Log Service, FORK/MERGE Sandboxes & Embedded SDKs

Source: https://github.com/oceanbase/seekdb / Human Manual

FORK/MERGE Sandboxes & Embedded SDKs

Related topics: Overview, Architecture & Build System, Core SQL Engine, Storage & Log Service, Vector, Full-Text, Hybrid Search & AI Service

Source: https://github.com/oceanbase/seekdb / Human Manual

Doramagic Pitfall Log

Source-linked risks stay visible on the manual page so the preview does not read like a recommendation.

Source: Doramagic discovery, validation, and Project Pack records

Sources: https://github.com/oceanbase/seekdb, Human Manual, Project Pack evidence, and downstream validation signals.

Community Discussion Evidence

Project-level external discussion stays visible on the detail page, not only inside the manual.

Stars2.8k stars

Forks253 forks

Contributors32 contributors

Licenseunknown

Community Discussion Evidence

12 source-linked items

Review these external discussions before using seekdb with real data or production workflows. They are review inputs, not standalone proof that the project is production-ready.

01
Optimize binary file size
github / github_issue
02
Clean up memory usage by removing SQL Audit and 3A code
github / github_issue
03
Fix inner_table.show_table_status bug (bug49621617) for master < 4_4_x_r
github / github_issue
04
SIGSEGV crash in ObExecContext::get_my_session during PX dispatch_sqcs a
github / github_issue
05
Query times out on new standby after switchover during dump on primary
github / github_issue
06
Investigate core dump potentially related to T1_DDLTaskExecu thread
github / github_issue
07
Optimize memory usage of Iterator/BtreeI tags
github / github_issue
08
Fix more asynchronous RPC semantic implementation errors
github / github_issue
09
Fix core SIGABRT (memory_sanity_abort) during vector index creation
github / github_issue
10
Fix Windows compilation error in ob_req_packet_code.h
github / github_issue
11
[Enhancement]: patch 820 to release/1.3.0
github / github_issue
12
v1.3.0
github / github_release

How to start

Only source-backed commands are shown here. Verify them in an isolated environment first.

Try the prompt first

Test the workflow without installing the upstream project.

preview

Read the Human Manual

Understand inputs, outputs, limits, and failure modes.

manual

Take context to your AI host

Use the compiled assets in your preferred AI environment.

context

Run sandbox verification

Confirm install commands and rollback before using a primary environment.

verify

pip install -U pyseekdb

Official start command · https://github.com/oceanbase/seekdb#readme · verified: yes

Human Manual

The English page must expose the real manual, not a short placeholder.

8+ sections · Human Manual

seekdb Manual

Open the full manual

https://github.com/oceanbase/seekdb Project Manual
Table of Contents
Overview, Architecture & Build System
Related Pages
Project Purpose and Scope
High-Level Architecture
Build System
Key build-time configuration knobs

Overview, Architecture & Build System

Related topics: Core SQL Engine, Storage & Log Service, Vector, Full-Text, Hybrid Search & AI Service

Source: https://github.com/oceanbase/seekdb / Human Manual

Core SQL Engine, Storage & Log Service

Related topics: Overview, Architecture & Build System, Vector, Full-Text, Hybrid Search & AI Service, FORK/MERGE Sandboxes & Embedded SDKs

Source: https://github.com/oceanbase/seekdb / Human Manual

Vector, Full-Text, Hybrid Search & AI Service

Related topics: Overview, Architecture & Build System, Core SQL Engine, Storage & Log Service, FORK/MERGE Sandboxes & Embedded SDKs

Source: https://github.com/oceanbase/seekdb / Human Manual

FORK/MERGE Sandboxes & Embedded SDKs

Related topics: Overview, Architecture & Build System, Core SQL Engine, Storage & Log Service, Vector, Full-Text, Hybrid Search & AI Service

Source: https://github.com/oceanbase/seekdb / Human Manual

Doramagic Pitfall Log

Source-linked risks stay visible on the manual page so the preview does not read like a recommendation.

Source: Doramagic discovery, validation, and Project Pack records

AI Context Pack and portable assets

After deciding to continue, take the project context into your own AI host.

Complete pack plus user-owned assets

These files are planning and verification assets for Claude Code, Codex, Gemini, Cursor, ChatGPT, and other AI hosts.

Download complete pack Read Human Manual

BundleComplete Project Pack AssetAI Context Pack AssetBoundary & Risk Card AssetHuman Manual AssetPitfall Log AssetPrompt Preview AssetQuick Start EvidenceREPO_INSPECTION.json

Preflight checks

Treat this page as a planning asset, not proof that your local environment is ready.

The manual is generated from source-linked project files and Doramagic validation signals.
Community evidence warnings stay visible instead of being converted into marketing claims.
This English page is indexable because the locale quality gate passed and explicit English index approval is enabled.
Use the upstream repository as the final authority for installation commands, license, and version-specific behavior.

Pitfall Log and verification risks

Doramagic surfaces high-risk items before users treat a candidate capability as verified.

high

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

high

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

high

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

high

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

medium

Installation risk requires verification

Developers may fail before the first successful local run: Query times out on new standby after switchover during dump on primary

medium

Installation risk requires verification

Upgrade or migration may change expected behavior: v1.3.0

medium

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

medium

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.