{"id":37311166,"url":"https://github.com/hamflx/review","last_synced_at":"2026-01-16T03:00:49.108Z","repository":{"id":258800104,"uuid":"875328695","full_name":"hamflx/review","owner":"hamflx","description":null,"archived":false,"fork":false,"pushed_at":"2024-10-21T20:53:16.000Z","size":19404,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-10-22T05:19:05.194Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://review.hamflx.dev/search","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hamflx.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-10-19T17:26:52.000Z","updated_at":"2024-10-21T20:54:02.000Z","dependencies_parsed_at":"2024-10-21T22:45:24.773Z","dependency_job_id":null,"html_url":"https://github.com/hamflx/review","commit_stats":null,"previous_names":["hamflx/review"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/hamflx/review","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamflx%2Freview","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamflx%2Freview/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamflx%2Freview/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamflx%2Freview/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hamflx","download_url":"https://codeload.github.com/hamflx/review/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamflx%2Freview/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28476667,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-16T00:15:39.755Z","status":"online","status_checked_at":"2026-01-16T02:00:07.781Z","response_time":107,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-01-16T03:00:38.425Z","updated_at":"2026-01-16T03:00:49.085Z","avatar_url":"https://github.com/hamflx.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# RAG\n\n演示地址：\u003chttps://review.hamflx.dev/search\u003e（注：后端部署在内网上，由 vercel 转发到腾讯服务器再转发到 AutoDL 或本地机器上，网络可能不稳定）。\n\n## 演示\n\n视频如下，响应结果比较慢，中间有做剪辑处理。\n\n\u003cdiv\u003e\u003cvideo controls src=\"https://github.com/user-attachments/assets/d8227ba9-15ac-4f1e-8834-525c48a1ac84\" muted=\"false\"\u003e\u003c/video\u003e\u003c/div\u003e\n\n## 特性\n\n- 支持通义千问或本地的 rerank 模型。\n- 支持通义千问大模型、OpenAI（未测试）。\n- 支持聊天上下文。\n- 支持滑动窗口优化检索结果。\n- 支持指定知识库或全部知识库检索。\n- 支持流式返回结果。\n\n## 开发环境\n\n- Nushell\n- uv，管理 python 包与项目。\n- bun，管理 npm 包与项目。\n\n## 启动数据库\n\n```shell\ndocker run --name postgres -e POSTGRES_PASSWORD=she4waeJ_uquahg7goh4aewu -p 5666:5432 -d pgvector/pgvector:pg17\n```\n\n## 运行服务端\n\n需要提供阿里对象存储的 `OSS_ACCESS_KEY_ID`、`OSS_ACCESS_KEY_SECRET` 以及通义千问的 `DASHSCOPE_API_KEY`。\n\n```shell\ncd review-rag-server\nOSS_ACCESS_KEY_ID=\u003cOSS_ACCESS_KEY_ID\u003e OSS_ACCESS_KEY_SECRET=\u003cOSS_ACCESS_KEY_SECRET\u003e DASHSCOPE_API_KEY=\u003cDASHSCOPE_API_KEY\u003e uv run --index-strategy unsafe-best-match main.py\n```\n\n## 运行前端\n\n```shell\ncd review-rag-web\nbun install\nbun run dev\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhamflx%2Freview","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhamflx%2Freview","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhamflx%2Freview/lists"}