Unverified50% confidenceOpinionExact time
ContextsBase differs from vector databases and memory layers in its focus on programming scenarios, pre-structuring context into semantically clear categories such as functions, rules, and data models.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/18/2026
First Seen
Valid until: 12/17/2026
Sources
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Unverified上下文编译（Context Compilation）是在调用大模型之前对原始资料进行结构化处理的过程，包括扫描证据目录、生成证据清单、抽取哨兵字段、登记冲突风险四个步骤77% similarUnverifiedContextNest provides an integrated solution that treats memory as composable, nestable context units.74% similarUnverifiedContext Layer会在每次发消息时自动准备相关背景知识，属于确定性触发而非等LLM决定，包含Ontology Context、Document Context和Function Backed Context三种方式74% similarVerifiedContext Engineering focuses on systematically building, managing, and optimizing all information fed to a large language model, including system prompts, conversation history, external knowledge bases, and user preference profiles.73% similarUnverifiedThe engineering practice of retrieving relevant information from memory and dynamically assembling it into the current call context is referred to as Context Engineering72% similar
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