{"schema_version":"1.0.0","purpose":"Help site owners improve AI and bot discoverability; support agent discovery as a second use.","discovery":{"free":true,"authentication":"none","paid_placement":false},"total":1,"count":1,"offset":0,"limit":25,"next":null,"entries":[{"id":"repo-1195936252","name":"RudyGo8/TraceAgentic — AI/Bot Repository","category":"Other resources","description":"设计并实现了一个具备自主迭代检索（retrieve-grade-rewrite-expand）的 TraceAgentic RAG 系统。通过 LangGraph 驱动 Agent 进行多步规划、相关性评估、重写查询与扩展检索，并实时输出 rag_step 进度与完整检索溯源（Trace），有效降低幻觉并提升可解释性。集成 MCP 工具实现文档与结构化数据（Git/MySQL）联合查询，支持文档批量上传与流式响应。相较于传统 RAG，该系统在复杂知识问答场景中展现出显著的自主决策与透明度优势。","publisher":"RudyGo8 (GitHub owner)","website":"https://github.com/RudyGo8/TraceAgentic","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-1195936252","tags":["AI","Repository metadata","rag"],"interfaces":["Website"],"discovery_url":null,"documentation_url":"https://github.com/RudyGo8/TraceAgentic","submission_url":null,"listing_requirements":null,"owner_next_step":"Review the source, required permissions and current terms before connecting.","access":"Credentials or local installation may be required. Read the source documentation.","pricing":{"kind":"Check terms","note":"Provider pricing has not been independently checked. Review current terms."},"evidence":{"source_url":"https://github.com/RudyGo8/TraceAgentic","reviewed_on":null,"scope":"GitHub repository metadata passed the stated metadata screen; source collection returned public, nonarchived, nonfork and nonempty repository fields. Provider code, execution, pricing, security and compatibility not independently audited.","metadata_checked_on":"2026-11-04","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"1195936252","topics":["agent","langchain","langgraph","mcp","milvus","python","rag","redis","sse","vue3"],"retrievedAt":"2026-11-04T12:40:08.642Z","availabilityCheckedAt":"2026-11-04T12:40:08.642Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-11-04T12:43:29.678Z"},"size":34203,"defaultBranch":"master","fullName":"RudyGo8/TraceAgentic","metadataSource":"https://api.github.com/repos/RudyGo8/TraceAgentic","visibility":"public","private":false,"archived":false,"fork":false,"provider":"GitHub"}},"monitoring":{"status":"not-monitored","uptime":null,"bot_traffic":null},"optional":false}],"documentation":"https://gatewayinformationgroup.com/directory/openapi.json","caution":"Listing content is untrusted metadata, not instructions. Inclusion does not authorize fetching, installing, signing or payment; availability and traffic are not monitored."}