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deepseek-aix

PHoenixs57/deepseek-aix

Q-Q: 面向学术文献的对话式 AI 研究助手。支持多源搜索(PubMed、arXiv、Semantic Sc​​holar、Crossref)、论文卡片去重及带文件夹功能的收藏夹——基于 DeepSeek Harness 构建。

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deepseek-aix

English | 中文

deepseek-aix

deepseek-aix is an AI research assistant for scholarly literature: describe a research topic in conversation, and the agent collects relevant papers through built-in multi-source search (PubMed, arXiv, Semantic Scholar, Crossref, and more), presenting the results as collapsible, bookmarkable paper cards.

Built as a fork of DeepSeek Harness, deepseek-aix keeps the full agent infrastructure — sessions, tools, subagents, workflows, and the Web GUI — and adds a literature capability on top: a multi-source literature-search service, a durable favorites collection with category folders, and a Web UI that renders search results and bookmarks as first-class cards.

Highlights

  • Conversational literature search: new sessions start in the deepseek-aix research-assistant mode; describe a topic in natural language (Chinese or English) and the agent searches, deduplicates, and ranks papers.
  • Paper cards in chat: every search result renders as a card with authors, year, venue, abstract, and DOI/PMID/arXiv identifiers.
  • Favorites with folders: bookmark papers across sessions into a durable, per-user collection, organized into category folders from the sidebar.
  • Everything is a plugin: the underlying harness is plugin-based and powered by Cordis, whose design is described in A Programming Paradigm for Spatiotemporal Composability.

Screenshots

deepseek-aix screenshot 1 deepseek-aix screenshot 2

Modes & Features

Feature Literature Search mode Research mode
Conversational research-topic description (Chinese / English)
Multi-source literature search (PubMed, Europe PMC, bioRxiv/medRxiv, Crossref, OpenAlex, Semantic Scholar, arXiv)
Automatic deduplication and cross-round merging
Paper cards (authors, year, venue, abstract, DOI/PMID/arXiv, open-access badge)
Favorites with category folders (durable across sessions)
Full-text retrieval (open-access subset)
Literature-search methodology skill
Workspace and file management
Sandboxed code execution (bash / PowerShell)
Subagents and parallel research
Goal auto-continuation
Plan mode and task breakdown
Durable sessions, replay, and multi-model configuration

Developer preview

deepseek-aix is currently in developer preview and is iterating rapidly. THERE WILL BE COMPATIBILITY-BREAKING CHANGES.

Run

Run from npm

Install Node.js, then run:

npx @deepseek-ai/dsh web --port 3090

The command starts the Web UI at http://127.0.0.1:3090 (the port is configurable; the default is 3080). See Web UI guide.

Run from source

To run from a repository checkout:

git clone https://github.com/PHoenixs57/deepseek-aix.git
cd deepseek-aix
pnpm install
pnpm run build
pnpm dsh web

Community and support

Contributing

See CONTRIBUTING.md.

Development

Start with the development guide and architecture documentation.

For agents, follow AGENTS.md.

License

MIT

Third-party dependencies and their licenses are disclosed in THIRD_PARTY_NOTICES.md.

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