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With AI, Everyone is a Dev. EveryDev.ai © 2026
    1. Home
    2. Developers
    3. Zleap

    Zleap

    Zleap is an AI infrastructure company for enterprise Agents. Its LLM, Context and Harness infrastructure supports Zleap-R1, a model-access and token-management router, and Zleap OS, a private enterprise AI workspace for knowledge, applications, collaboration and agent execution.

    Visit Website

    At a Glance

    1Tool Listed
    6Products
    12Capabilities
    Discussions
    Haizhu District, GuangdongHeadquarters
    2025Est.
    19Employees
    Focus Areas
    Retrieval-Augmented Generation
    Knowledge Management
    MCP Servers
    Connect
    Latest News
    SAG repository integrated the dsh-sag plugin, DeepSeek Harness support and zleap-sag 0.14.0 embedded runtime.Oct 9, 2026
    zleap-sag 0.14.0 was published to PyPI as the current Python knowledge-data processing engine.Oct 8, 2026
    Markets
    • Enterprise teams
    • Manufacturing companies
    • Defense manufacturers
    • Organizations requiring private or local AI infrastructure
    • +1 more

    AI Tools by Zleap

    (1)
    View SAG
    SAG tool icon

    SAG

    Open Source Knowledge Base Engine

    RAGKnowledge MgmtMCP Servers

    Discussions

    No discussions yet

    Be the first to start a discussion about Zleap

    Latest News

    10/09/2026

    SAG repository integrated the dsh-sag plugin, DeepSeek Harness support and zleap-sag 0.14.0 embedded runtime.

    github.com
    10/08/2026

    zleap-sag 0.14.0 was published to PyPI as the current Python knowledge-data processing engine.

    pypi.org
    09/23/2026

    SAG v1.8.11 release; the changelog records continued knowledge-base and desktop improvements.

    github.com
    08/03/2026

    SAG v1.5.0 launched the official SAG CLI for MCP access from Codex and Claude Code.

    github.com

    Products & Services

    6
    Zleap-R1

    Enterprise token router and model-access appliance that centralizes model-provider configuration, member permissions, token budgets, policy-based routing and usage analytics. It connects providers including Claude, GPT, Gemini, DeepSeek, GLM and Kimi and uses an aluminum enclosure with a HiSilicon chip, 8-core CPU and 12 GB memory.

    Zleap OS

    Private enterprise AI workspace/Agent OS providing managed employee desktops, multi-Harness orchestration, private application hosting, files and knowledge, internal communication, task scheduling and continued server-side agent execution. It is offered on a NAS configuration for roughly 5–10 simultaneous users and a higher-end appliance for roughly 20–30 users with support for 35B-class local models.

    SAG
    2026-07-23 (open-source v1.4.0 baseline)

    SQL-Retrieval Augmented Generation architecture and open-source knowledge-base application. It ingests documents and web sources, extracts events and entities, performs semantic and relational retrieval using query-time dynamic hyperedges, preserves source traceability, and exposes cited answers to people and Agents.

    zleap-sag
    2026-10-08 (0.14.0 PyPI release)

    MIT-licensed Python knowledge-data processing engine/package for SAG, with embedded SQLite and LanceDB defaults, OpenAI-compatible model and embedding endpoints, optional Elasticsearch, MySQL/OceanBase and PostgreSQL/pgvector backends, document parsing, extraction, search and source tracing.

    Market Position

    Zleap positions itself as a private, device-oriented enterprise Agent infrastructure provider spanning model access, context/knowledge and Harness execution, rather than only an LLM application. SAG explicitly positions its retrieval architecture as an alternative to conventional dense RAG and GraphRAG: it combines semantic retrieval with query-time relational expansion while retaining source evidence, and Zleap differentiates its enterprise offering through local/private deployment, model routing and multi-Harness orchestration.

    Founding Story

    Zleap says its vision is to make information connect and data become an asset. Its initial product direction was a very small enterprise AI appliance that collected internal company information and provided AI reporting, Q&A and search to help managers understand projects and business progress; it has since expanded that direction into private enterprise Agent infrastructure.

    Business Model

    Revenue Model

    Enterprise product sales and private-deployment/product demonstrations for Zleap-R1 and Zleap OS device configurations; SAG and related software are publicly available open-source components, while the site directs enterprise buyers to book a product demo. No public subscription or usage pricing was found.

    No public IPO filing or IPO plan found.

    Target Markets

    Industries & Segments
    • Enterprise teams
    • Manufacturing companies
    • Defense manufacturers
    • Organizations requiring private or local AI infrastructure
    • Developers and Agents needing self-hosted knowledge retrieval
    Use Cases
    • Private enterprise knowledge bases
    • Manufacturing standards, specifications and professional-document search
    • Management project and business-progress reporting
    • Enterprise Agent task execution and long-running workflows
    • Internal company information search and AI Q&A
    • Local or private deployment where files and messages must remain on enterprise equipment
    Notable Customers
    • A leading home-appliance manufacturer
    • A defense manufacturer

    Quick Facts

    Headquarters
    Guangzhou, Haizhu District, Guangdong, China
    Founded
    2025
    Entity Type
    Other limited liability company
    Employees
    19
    Office Locations
    Guangzhou Haizhu District
    Changsha County

    History & Milestones

    2026-06-18

    The SAG SQL-Retrieval Augmented Generation architecture and Zleap's enterprise knowledge-base direction received coverage in Machine Heart/QQ News; the article described SAG as an alternative retrieval architecture for Agent reasoning and long-term context.

    2026-07-22

    SAG v1.3.0 added official Electron desktop clients for macOS Apple Silicon and Windows x64.

    2026-07-23

    SAG v1.4.0 was published as a newly refactored open-source baseline with a new UI and updated branding.

    2026-08-03

    SAG v1.5.0 introduced the official @zleap-ai/sag-cli for mounting SAG knowledge bases into Codex or Claude Code through MCP.

    2026-09-23

    SAG v1.8.11 was released; the public project continued to ship frequent desktop, knowledge-base and integration updates.

    Key Capabilities

    12
    Unified model-provider access and token routing
    Member permissions, budgets and usage analytics
    Policy-based routing based on task, cost, budget and information sensitivity
    Private employee desktops and private application hosting
    Multi-Harness scheduling, workspace isolation and execution management
    Enterprise knowledge ingestion, event/entity extraction and source-linked retrieval

    Integrations & Partnerships

    Platform Integrations

    • macOS 15+ Apple Silicon desktop installer
    • Windows x64 desktop installer
    • Docker/self-hosted deployment
    • SQLite and LanceDB local-first storage
    • PostgreSQL/pgvector, Elasticsearch and MySQL/OceanBase optional backends
    • PyPI package zleap-sag
    • npm CLI @zleap-ai/sag-cli
    • MCP, REST/OpenAPI and OpenAI-compatible chat interfaces

    Key Partnerships

    Model-provider connectivity for Claude, GPT, Gemini, DeepSeek, GLM and Kimi
    Dify external-knowledge integration through an authenticated retrieval endpoint backed by SAG multi-search
    Integration with Claude Code, Codex, DeepSeek Harness and pi runtimes

    Connect

    Website
    zleap.com
    GitHub
    Zleap-AI

    AI Topics

    3

    Zleap focuses on these topics:

    Retrieval-Augmented Generation(1)
    Knowledge Management(1)
    MCP Servers(1)
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