Chinese contentOpenRouter 推出 Extractions API alpha 版，文本图像 PDF 一键结构化抽取
做数据处理的朋友可以看看，OpenRouter 这个 API 用一句话描述字段就能从 PDF、图片里抽结构化数据，不用自己写 prompt 和解析逻辑，还能随时换底层模型，适合处理发票、邮件这类批量任务。
#structured data
15 stories · 1 in 7 days · 2 in 30 days
Stories, products and papers tagged "structured data", newest first.
Nov 12
Oct 18
NVIDIA Structured Data Models Enable Zero-Training Tabular Predictions
Zero-training inference on tables removes the usual feature-engineering and fine-tuning cycle, which could make tabular ML accessible to teams without dedicated data scientists. Developers working with single tables or multi-table relational schemas can plug the library into existing PyTorch pipelines and get predictions from pretrained models directly.
Sep 17
Stable AI and Tsinghua release LimiX-2 structured-data model
For developers working with structured data, LimiX-2 offers a new open-source option that competes with other models in this specialized area.
Sep 16
Chinese content清华稳准智能联合发布LimiX-2，结构化数据基础模型登顶国际评测榜单
清华和稳准联合发布了LimiX-2，这个400M参数的模型专门处理结构化数据，在相关国际评测中表现很突出。
LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence
This is a new model that outperforms current dataset-specific models and tabular foundation models on TabArena, TALENT, and BCCO benchmarks.
Sep 5
Xiaomi releases open-source TabLDM model
Xiaomi-TabLDM reduces training time by 82% compared to TabFM while maintaining top performance, offering significant efficiency gains for data-intensive industries in ASEAN.
IT之家Source
Sep 4
Sep 1
LlamaParse verified connector on Claude
Available now in Claude Connectors Directory, this tool solves document parsing issues that cause hallucinations when feeding complex files directly to Claude.
Aug 29
LlamaParse adds spreadsheet extraction
LlamaParse's spreadsheet extraction offers a cost-effective solution for processing complex financial documents compared to manual methods or OCR tools.
Aug 6
Papers11:59
Chinese contentRepairFormer：基于Transformer的结构化输入自动修复RepairFormer用Transformer自动修复损坏的JSON等文件，保留内容，修复率88%，速度比现有方法快5倍。
Jun 16
Products14:13
Chinese contentLlamaParse 将合同 PDF 转为结构化数据LlamaParse 专治合同 PDF 提取难题，能自动识别支付条款、续约条件等关键字段，比传统 OCR 更智能。
Chinese contentLlamaIndex推出Extract功能，将合同PDF转为结构化数据
LlamaIndex新出Extract，能把杂乱的合同PDF自动变成结构化数据，解析条款和修订不再头疼，企业合同管理直接省下人工翻找的功夫。
Jun 11
Chinese contenta16z：工作对话默认被记录，语音将成企业软件新核心
a16z 点出了企业软件的下一个战场——语音数据，做 SaaS 或企业工具的团队值得关注这个趋势，提前布局语音分析能力。
Jun 5
Chinese contentLlamaIndex 开源 Parse-Flow：可视化文档处理管道，将 PDF 转为结构化数据
企业 AI 团队终于有了一个开箱即用的文档处理框架，做合同、发票、报告等非结构化数据提取的开发者可以直接上手，拖拽式设计降低了门槛，值得一试。
May 18