Unverified50% confidenceFactExact time
For projects using the npm ecosystem, npm ls <package> can display in tree form the actual resolution result and nesting position of a package in the dependency graph, while npm why <package> explains why the package was installed.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLLM在代码生成场景中引用软件包时，是基于上下文语义和训练数据模式合成一个看似合理的包名，而非从实际的包注册表中检索65% similarUnverifiedLibraries such as Pydantic and Instructor can help developers parse LLM outputs into strongly typed data structures.65% similarUnverifiedThe project uses a three-stage architecture: the LLM parses intent and converts it into hard constraints, the McDonald's MCP fetches store data, the local script optimize_meal.py enumerates combinations and performs optimal coupon matching, and then the LLM translates the result back into natural language62% similarUnverifiedCompared to closed ecosystems, open-source inference frameworks allow developers to perform deep optimizations such as memory management and batch scheduling for their own specific scenarios.62% similarUnverifiedLLM 工具支持模板和系统提示词功能61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1038037API
curl https://kongchang.com/api/v1/knowledge/claims/1038037MCP
get_claim(id=1038037)