dptech-corp

Large Knowledge Model (LKM) via open.bohrium.com (v2). Use when: user asks about searching scientific claims/questions, retrieving reasoning chains, viewing a paper's knowledge graph, tracing why a claim holds, batch-hydrating knowledge node details, or submitting feedback on LKM content/service. NOT for: general paper keyword search (use bohrium-paper-search), knowledge base management (use bohrium-knowledge-base), single PDF parsing (use bohrium-pdf-parser).

Large Knowledge Model (LKM) via open.bohrium.com (v2). Use when: user asks about searching scientific claims/questions, retrieving reasoning chains, viewing a paper's knowledge graph, tracing why a claim holds, batch-hydrating knowledge node details, or submitting feedback on LKM content/service. NOT for: general paper keyword search (use bohrium-paper-search), knowledge base management (use bohrium-knowledge-base), single PDF parsing (use bohrium-pdf-parser).

Manage Bohrium datasets via bohr CLI or open.bohrium.com API. Use when: user asks about creating/listing/deleting datasets on Bohrium, uploading data, or managing dataset versions. NOT for: file management, job submission, or node management.

Manage Bohrium container images via bohr CLI or open.bohrium.com API. Use when: user asks about listing/pulling/creating/deleting Docker images on Bohrium, or finding available public images. NOT for: node management, job submission, or project management.

Manage Bohrium compute jobs via bohr CLI or open.bohrium.com API. Use when: user asks about submitting/listing/killing/deleting compute jobs on Bohrium, checking job logs, or monitoring job status. NOT for: node management, image management, or project management.

Manage Bohrium dev nodes (containers/VMs) via open.bohrium.com API. Use when: user asks about creating/querying dev machines on Bohrium, checking available resources and pricing, or managing node lifecycle. NOT for: job submission, image management, or project management.

Manage Bohrium projects via bohr CLI or open.bohrium.com API. Use when: user asks about creating/listing/deleting projects on Bohrium, managing project members, or setting cost limits. NOT for: job submission, node management, or image management.

Manage Bohrium datasets via bohr CLI or open.bohrium.com API. Use when: user asks about creating/listing/deleting datasets on Bohrium, uploading data, or managing dataset versions. NOT for: file management, job submission, or node management.

Use for MolParser E-SMILES generation, validation, normalization, abbreviation substitution, Markush definition substitution, rendering, and repair in OCSR/Markush workflows, including atom-indexed substituents, regio-uncertain ring attachments, abstract-ring superatoms, dummy attachment points, local substructure multiplicity suffixes, and SRU repeat markers.

Use for MolParser visual OCSR workflows that parse molecule images or PDFs into E-SMILES/SMILES with MolDet detection and MolParser recognition models.

Parse PDFs, document images, and public PDF URLs into structured Markdown via UniParser (https://uniparser.dp.tech/) — tables, equations as LaTeX, figures, and reading order. Use when the user wants to parse or extract a document, paper, patent, report, or PDF/image/URL into Markdown. Trigger terms: UniParser, uniparser_tools, 文档解析, PDF解析, 论文解析, 专利解析, PDF转Markdown, 表格提取, 公式识别, 化学分子, scientific paper, layout extraction, dp.tech, document parsing.