swarmvault

概述

SwarmVault 遵循 Andrej Karpathy 的三层架构模式，创建本地优先的知识管理系统。它将原始文档转换为可查询、可视化和由 AI 代理使用的结构化维基和知识图谱。该系统支持 30 多种输入格式，可离线工作，并可选择云集成，包括矛盾检测、审批工作流程和自动图谱可视化等功能。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• queryquery <query-string>

  Query the knowledge base for information

  试试:What are the key concepts?试试:What is the auth flow?
• graphgraph <subcommand>

  Interact with the knowledge graph

  试试:Show me the graph试试:Explain the connections between concepts
• ingestingest <source-path>

  Add documents to the knowledge vault

  试试:Ingest meeting transcript试试:Add documentation from source files
• compilecompile

  Compile the wiki and graph from ingested sources

  试试:Compile all sources试试:Compile with conflict checking
• nextnext

  Show the best next action for the vault

  试试:What should I do next?试试:Check vault status
• exportexport <format> --out <output-path>

  Export knowledge in different formats

  试试:Export for AI agents试试:Export to Neo4j
• contextcontext build <task> --target <path> --budget <tokens>

  Build bounded agent context for specific tasks

  试试:Build context for auth refactor试试:Create context for feature implementation
• tasktask start <description> --target <path> --agent <agent>

  Record task history for the vault

  试试:Start implementing auth refactor试试:Begin code review process
• chatchat <query>

  Keep a conversation about the vault

  试试:How should the next agent use this vault?试试:Explain this concept
• sourcesource <subcommand>

  Manage registered sources

  试试:Add a new source试试:List all registered sources
• doctordoctor

  Check vault health and repair issues

  试试:Check vault health试试:Repair inconsistencies
• lintlint <options>

  Audit the vault for issues

  试试:Check for contradictions试试:Lint the entire vault

说明：Tools extracted from explicit CLI command documentation in the README

可对比工具

安装

npm install -g @swarmvaultai/cli

{
  "mcpServers": {
    "swarmvault": {
      "command": "npx",
      "args": ["@swarmvaultai/cli", "mcp"]
    }
  }
}

FAQ

SwarmVault 真的离线可用吗？

是的，SwarmVault 包含内置的启发式提供程序，无需 API 密钥即可完全离线工作。云提供商是可选的增强功能。

SwarmVault 如何处理幻觉？

SwarmVault 将每个边标记为 'extracted'、'inferred' 或 'ambiguous'，包含矛盾检测标志，并提供审批队列，在编译前进行审查。

swarmvault 对比