论文上传后由后台完成解析、结构化、分块与索引，大模型通过 MCP Tools 按需查询，而非自行解析 PDF。含 PDF 版面解析（双栏阅读顺序还原、表格/图片/公式/参考文献抽取）、向量+BM25 混合检索、MCP Server（stdio JSON-RPC 2.0）、Planner/Coder/Runner/Reviewer 多智能体复现流水线、Docker 与受限子进程双沙箱、实验血缘追踪。无 Docker/PostgreSQL 时自动降级并如实标注。179 单测 + 70 项端到端测试全通过。
Cross-referenced across 55 tracked directories
#2872
Popularity Rank
1 / 55
Listed In
Emerging
Adoption Stage
9/1/2026
Created
1
GitHub Stars
9/1/2026
Last Commit
Recently added to the ecosystem
Score: 100/100
0 dependency vulnerabilities found
bytedance
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
Erick Friis <[email protected]>
Building applications with LLMs through composability
klim.paskov
One-time non-executable namespace claim for OIDC trusted-publisher setup.
letta-ai
Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.