核心新增 —— ReAct 智能体引擎 (src/agent/): - ReAct 主循环:自主推理→工具调用→观察→迭代,支持流式 SSE 推送、 上下文自动压缩、重复调用死循环检测、手动取消与超时控制 - 7 个内置工具:ADS/arXiv 论文搜索、元数据查询、全文读取、PDF/HTML 下载解析、RAG 向量语义检索、CDS Sesame 天体目标查询 LLM 客户端增强 (src/clients/llm.rs): - 新增流式/非流式 Function Calling (tool calling) 支持 - 原生 reasoning_content 推理链字段 (DeepSeek/QwQ) - 多模态图片+文本对话、TokenUsage 用量统计 搜索服务重构 (src/services/search.rs): - 抽取 ADS/arXiv 搜索为统一 service,跨平台去重、本地状态合并 - API handler 瘦身至薄封装层 下载器增强 (src/services/download.rs): - Obscura 无头浏览器反爬下载通道 (进程内/CLI 双模式) - arXiv/Springer 专用策略、ADS Scan PDF 兜底、CAPTCHA 绕过 解析器增强 (src/services/parser/mod.rs): - Markdown 输出自动附加 YAML 前端元数据头 (标题/作者/来源) 新增 API (src/api/agent.rs): - POST /api/chat/agent — SSE 流式智能体对话 - GET/DELETE /api/chat/sessions — 会话管理 CRUD - POST /api/chat/sessions/:id/stop — 紧急停止 数据库: agent_sessions + agent_messages 表 前端 (dashboard/): - 全新"智能科研"标签页 (ResearchAgentPanel) — 会话列表、ReAct 步骤时间线可视化、SSE 实时流式渲染、Markdown+KaTeX 答案展示 - Reader AI 助手集成 Agent 工作流,含工具调用步骤展示与引用溯源 - 侧边栏新增"智能科研"导航入口
68 lines
1.9 KiB
TOML
68 lines
1.9 KiB
TOML
[package]
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name = "astroresearch"
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version = "0.1.0"
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edition = "2021"
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default-run = "astroresearch"
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[lib]
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path = "src/lib.rs"
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[[bin]]
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name = "astroresearch"
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path = "src/main.rs"
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[[bin]]
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name = "health_check"
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path = "src/bin/health_check.rs"
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[[bin]]
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name = "astroresearch_cli"
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path = "src/bin/cli.rs"
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[dependencies]
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tokio = { version = "1", features = ["full"] }
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axum = { version = "0.7", features = ["macros", "multipart"] }
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tower-http = { version = "0.5", features = ["cors", "fs", "trace"] }
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sqlx = { version = "0.7", features = ["runtime-tokio-rustls", "sqlite", "chrono", "json"] }
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serde = { version = "1.0", features = ["derive"] }
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serde_json = "1.0"
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reqwest = { version = "0.12", default-features = false, features = ["json", "stream", "multipart", "cookies", "rustls-tls"] }
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dotenvy = "0.15"
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quick-xml = { version = "0.31", features = ["serialize"] }
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anyhow = "1.0"
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thiserror = "1.0"
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tracing = "0.1"
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tracing-subscriber = { version = "0.3", features = ["env-filter", "json"] }
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futures-util = { version = "0.3", features = ["io"] }
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rand = "0.8"
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regex = "1.10"
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chrono = { version = "0.4", features = ["serde"] }
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sha1 = "0.10"
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hmac = "0.12"
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base64 = "0.22"
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urlencoding = "2.1"
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url = "2.5"
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html2md = "0.2"
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flate2 = "1.1.9"
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zip = "8.6.0"
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uuid = { version = "1.23.2", features = ["v4"] }
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tracing-appender = "0.2.5"
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obscura-browser = { path = "/home/fmq/program/AstroResearch/libs/obscura/crates/obscura-browser", optional = true }
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obscura-net = { path = "/home/fmq/program/AstroResearch/libs/obscura/crates/obscura-net", optional = true }
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libsqlite3-sys = { version = "0.27.0", features = ["bundled"] }
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sqlite-vec = "0.1.9"
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clap = { version = "4", features = ["derive"] }
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async-trait = "0.1"
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async-stream = "0.3"
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[features]
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default = []
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obscura-inprocess = ["dep:obscura-browser", "dep:obscura-net", "obscura-browser/stealth", "obscura-net/stealth"]
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[profile.release-min]
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inherits = "release"
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opt-level = "s"
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lto = true
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codegen-units = 1
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strip = true
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