Unverified50% confidenceFactExact time
ScopeCairn's history command can retrieve similar historical changes with diffs.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027
Sources
Related Entities
Related Claims
Unverified向量数据库中的语义检索通过余弦相似度(Cosine Similarity)找到最相关的历史记忆片段57% similarUnverifiedSWE-bench从Django、Flask、Scikit-learn等真实开源项目中抽取历史Issue和对应的修复Pull Request作为测试用例56% similarUnverifiedScopeCairn's context command returns a structured map, including relevant files (graded HIGH/MEDIUM), key symbols and scoring rationale, dependency relationships, relevant tests, circular reference warnings, Scope grading (required/optional/protected), and Task Guard.55% similarUnverified语义缓存将历史请求转化为向量嵌入存储在向量数据库中,通过余弦相似度超过阈值时直接返回缓存结果,GPTCache已将该能力产品化54% similarUnverifiedFireflies focuses on post-meeting search and CRM integration, allowing users to perform semantic retrieval on historical recordings.53% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1028807API
curl https://kongchang.com/api/v1/knowledge/claims/1028807MCP
get_claim(id=1028807)