Unverified50% confidenceFactExact time
'Source-first' is a working mode of retrieving first and generating afterwards: the system first fetches relevant web pages from a search engine or index library, then lets the model organize the answer on top of the evidence and mandatorily cite source links.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
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Related Claims
UnverifiedA search engine is an indexing and ranking system that displays multiple sources for users to choose from, whereas an LLM is a synthesis and generation system that integrates and rewrites information before presenting it as a single answer.63% similarUnverifiedThe workflow adopts an index-first strategy: the Agent is required to first query traverse.ps1 to resolve targets via pre-generated indexes, and only falls back to source code search when TRAVERSE_MISS is returned.62% similarUnverifiedSearch-augmented architectures have a natural advantage in real-time information queries, citation tracing tasks, and multi-step complex reasoning tasks.62% similarUnverified无论传统搜索引擎还是大模型的检索增强系统，底层逻辑都倾向于引用内容优质、来源可靠的信息源62% similarUnverifiedEdit attribution in line-level provenance can be implemented through schemes such as dominant-contribution determination, mixed-label mechanisms, and sub-line-level tracking.61% similar
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