Seekdb - Ant OceanBase open source AI-native hybrid search database

What is Seekdb?

Seekdb (OceanBase Seekdb) is Ant OceanBase open source AI native hybrid search database, supporting unified hybrid search of vector, full text, scalar and geospatial data, adopting multi-stage retrieval mechanism to realize high-precision search under low latency.Seekdb deeply integrates AI reasoning and data processing, supporting the execution of operations in the database such as embedding, re Seekdb deeply integrates AI reasoning and data processing, supporting embedding, reordering, and large language model reasoning within the database. Seekdb adopts Apache 2.0 protocol open source, seamlessly compatible with MySQL ecosystem, and compatible with more than 30 mainstream AI frameworks such as Hugging Face and LangChain. Applicable to semantic search , knowledge base Q&A , recommender systems and model inference within the database and other scenarios , can simplify the architecture and improve data consistency .

Seekdb Features

• Hybrid search capability: Support the unified search of vector, full-text, scalar and geospatial data, and realize the efficient query of multimodal data.
• AI Reasoning and Data Processing Convergence: Enhance data processing efficiency by performing operations such as embedding, reordering, and large language model inference directly within the database.
• Lightweight deployment and fast startupIt runs on as little as 1 CPU core + 2 GB of RAM, supports pip install, and starts up in seconds.
• Open source and broad compatibilityIt is open-sourced using the Apache 2.0 protocol, seamlessly compatible with the MySQL ecosystem, and supports more than 30 mainstream AI frameworks such as Hugging Face and LangChain.
• Low Latency and High Performance: Responds to multi-modal data retrieval of tens of billions in milliseconds to meet the needs of scenarios with high real-time requirements.
• Multi-run mode support: Provide embedded and client/server operation modes, flexible to adapt to different development needs.
• Streamline the development processAI applications such as knowledge bases and intelligences can be built with just three lines of code, lowering the development threshold.
• Wide range of application scenariosIt is suitable for semantic search, knowledge base Q&A, recommender system and in-database model inference, etc., helping AI applications to land quickly.

Seekdb's core strengths

• AI Native DesignAs the first AI-native hybrid search database, it deeply integrates AI reasoning and data processing capabilities, supporting operations such as embedding, reordering, and large language model reasoning directly within the database to improve development efficiency and performance.
• Hybrid search capability: It supports unified search of vector, full text, scalar and geospatial data, adopts multi-stage search mechanism, realizes high-precision search under low latency, and meets the demand of complex query of multimodal data.
• Lightweight & Easy to Use: Lightweight deployment, running on as little as 1 CPU core + 2 GB of RAM, and supporting pip install for one-click installs that take seconds to start up, greatly reducing the barrier to use.
• Open Source & CompatibilityIt is open source using the Apache 2.0 protocol, seamlessly compatible with the MySQL ecosystem, and compatible with more than 30 mainstream AI frameworks such as Hugging Face and LangChain, making it easy for developers to quickly integrate.
• High performance with low latency: It can respond to multi-modal data retrieval of tens of billions of scales in milliseconds, and is suitable for scenarios with high real-time requirements, such as recommender systems and semantic search.
• Flexible operating modesSupport embedded and client/server operation modes to meet different development needs and enhance development flexibility.
• Streamline the development processThe newest addition to the AI platform is a new way for developers to build knowledge bases, intelligences, and other AI applications with just three lines of code, significantly lowering the development threshold and accelerating the development and deployment of AI applications.

What is Seekdb official website

• Project website:: https://www.oceanbase.ai/
• Github repository:: https://github.com/oceanbase/seekdb

Who Seekdb is for

• AI developersThe company's AI applications include semantic search, knowledge base Q&A, recommendation systems, and other AI applications that can be built quickly based on its AI-native features and hybrid search capabilities, lowering development thresholds and costs.
• data scientist: Leveraging SeekDB's high-performance and multimodal data processing capabilities, SeekDB conducts efficient data analysis and model training to improve data processing efficiency and accuracy.
• Corporate Technical Team: Suitable for enterprises that need to rapidly deploy and efficiently run AI applications, especially in scenarios with high requirements for real-time and data consistency, such as finance, e-commerce, and Internet industries.
• Database AdministratorThe MySQL ecosystem is a powerful and flexible tool for database administrators to manage and maintain their databases, seamlessly integrating them into the existing MySQL ecosystem.
• Startups and small teams: Lightweight deployment and low resource requirements make Seekdb ideal for resource-constrained startups and small teams, with a fast startup and support for flexible scaling.
• Universities and research institutes: Powerful data processing and AI reasoning for academic research and teaching, enabling researchers and students to explore cutting-edge technologies.