随着前沿模型（如 Fable 5）不断拓展知识工作自动化的任务边界，人类能够将决策追溯到来源上下文就变得愈发重要。

对于智能体来说，引用整个文档或文档页面极其容易，但要追溯到页面内的具体数字/词语/图表则困难得多。

今天，我们在 LlamaParse 中推出了精细边界框功能，让你能够获取文档中每个单词的视觉引用。这使得人类用户可以审计确切的词语和数字——而不仅仅是文档区域或整个页面！

立即体验：https://cloud.llamaindex.ai/?utm_source=xjl&utm_medium=social…

Teken in

Source: https://login.llamaindex.ai/?client_id=client_01K39WZXHMNYBR1MSJSYAQRVFT&redirect_uri=https%3A%2F%2Fapi.cloud.llamaindex.ai%2Fapi%2Fv1%2Fauth%2Fworkos%2Fcallback&state=eyJyZWRpcmVjdCI6ICJodHRwczovL2Nsb3VkLmxsYW1haW5kZXguYWkvP3V0bV9zb3VyY2U9eGpsJnV0bV9tZWRpdW09c29jaWFsIn0%3D&authorization_session_id=01KTQECKDJ90Y88ZWD0RMFGXW9 LogoLogo

E-pos

OF

Gaan voort met Google (https://login.llamaindex.ai/api/login?provider=GoogleOAuth&state=eyJyZWRpcmVjdCI6ICJodHRwczovL2Nsb3VkLmxsYW1haW5kZXguYWkvP3V0bV9zb3VyY2U9eGpsJnV0bV9tZWRpdW09c29jaWFsIn0%3D&redirect_uri=https%3A%2F%2Fapi.cloud.llamaindex.ai%2Fapi%2Fv1%2Fauth%2Fworkos%2Fcallback&client_id=client_01K39WZXHMNYBR1MSJSYAQRVFT&source=signin&authorization_session_id=01KTQECKDJ90Y88ZWD0RMFGXW9)

Gaan voort met Microsoft (https://login.llamaindex.ai/api/login?provider=MicrosoftOAuth&state=eyJyZWRpcmVjdCI6ICJodHRwczovL2Nsb3VkLmxsYW1haW5kZXguYWkvP3V0bV9zb3VyY2U9eGpsJnV0bV9tZWRpdW09c29jaWFsIn0%3D&redirect_uri=https%3A%2F%2Fapi.cloud.llamaindex.ai%2Fapi%2Fv1%2Fauth%2Fworkos%2Fcallback&client_id=client_01K39WZXHMNYBR1MSJSYAQRVFT&source=signin&authorization_session_id=01KTQECKDJ90Y88ZWD0RMFGXW9)

Gaan voort met GitHub (https://login.llamaindex.ai/api/login?provider=GitHubOAuth&state=eyJyZWRpcmVjdCI6ICJodHRwczovL2Nsb3VkLmxsYW1haW5kZXguYWkvP3V0bV9zb3VyY2U9eGpsJnV0bV9tZWRpdW09c29jaWFsIn0%3D&redirect_uri=https%3A%2F%2Fapi.cloud.llamaindex.ai%2Fapi%2Fv1%2Fauth%2Fworkos%2Fcallback&client_id=client_01K39WZXHMNYBR1MSJSYAQRVFT&source=signin&authorization_session_id=01KTQECKDJ90Y88ZWD0RMFGXW9)

Het jy nie ’n rekening nie?Teken aan (https://login.llamaindex.ai/sign-up?state=eyJyZWRpcmVjdCI6ICJodHRwczovL2Nsb3VkLmxsYW1haW5kZXguYWkvP3V0bV9zb3VyY2U9eGpsJnV0bV9tZWRpdW09c29jaWFsIn0%3D&redirect_uri=https%3A%2F%2Fapi.cloud.llamaindex.ai%2Fapi%2Fv1%2Fauth%2Fworkos%2Fcallback&authorization_session_id=01KTQECKDJ90Y88ZWD0RMFGXW9)

Diensbepalings (https://web.archive.org/web/20250304150948/https://www.llamaindex.ai/files/terms-of-service.pdf)enPrivaatheidsbeleid (https://web.archive.org/web/20250304150948/https://www.llamaindex.ai/files/privacy-notice.pdf)

LlamaIndex 🦙 (@llama_index): 精准解析文档是一回事，证明每个数值的来源则是另一回事。

当合规团队审查 AI 提取的内容，或审计员需要对财务文件中的某个数字签署确认时，“它来自这个文档”远远不够。他们需要看到