AstroResearch/Cargo.toml
Asfmq b1fb884f21 feat: ReAct Agent 自主科研引擎、LLM 流式工具调用、论文搜索服务化
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
2026-06-15 17:30:45 +08:00

68 lines
1.9 KiB
TOML

[package]
name = "astroresearch"
version = "0.1.0"
edition = "2021"
default-run = "astroresearch"
[lib]
path = "src/lib.rs"
[[bin]]
name = "astroresearch"
path = "src/main.rs"
[[bin]]
name = "health_check"
path = "src/bin/health_check.rs"
[[bin]]
name = "astroresearch_cli"
path = "src/bin/cli.rs"
[dependencies]
tokio = { version = "1", features = ["full"] }
axum = { version = "0.7", features = ["macros", "multipart"] }
tower-http = { version = "0.5", features = ["cors", "fs", "trace"] }
sqlx = { version = "0.7", features = ["runtime-tokio-rustls", "sqlite", "chrono", "json"] }
serde = { version = "1.0", features = ["derive"] }
serde_json = "1.0"
reqwest = { version = "0.12", default-features = false, features = ["json", "stream", "multipart", "cookies", "rustls-tls"] }
dotenvy = "0.15"
quick-xml = { version = "0.31", features = ["serialize"] }
anyhow = "1.0"
thiserror = "1.0"
tracing = "0.1"
tracing-subscriber = { version = "0.3", features = ["env-filter", "json"] }
futures-util = { version = "0.3", features = ["io"] }
rand = "0.8"
regex = "1.10"
chrono = { version = "0.4", features = ["serde"] }
sha1 = "0.10"
hmac = "0.12"
base64 = "0.22"
urlencoding = "2.1"
url = "2.5"
html2md = "0.2"
flate2 = "1.1.9"
zip = "8.6.0"
uuid = { version = "1.23.2", features = ["v4"] }
tracing-appender = "0.2.5"
obscura-browser = { path = "/home/fmq/program/AstroResearch/libs/obscura/crates/obscura-browser", optional = true }
obscura-net = { path = "/home/fmq/program/AstroResearch/libs/obscura/crates/obscura-net", optional = true }
libsqlite3-sys = { version = "0.27.0", features = ["bundled"] }
sqlite-vec = "0.1.9"
clap = { version = "4", features = ["derive"] }
async-trait = "0.1"
async-stream = "0.3"
[features]
default = []
obscura-inprocess = ["dep:obscura-browser", "dep:obscura-net", "obscura-browser/stealth", "obscura-net/stealth"]
[profile.release-min]
inherits = "release"
opt-level = "s"
lto = true
codegen-units = 1
strip = true