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The Knowledge Engine is a core capability module of Qoder, responsible for automatically accumulating and managing the business knowledge generated during your daily development. It enables the Agent to understand your project better with each conversation—reducing repeated mistakes, improving answer accuracy, and lowering Credit consumption. The Knowledge Engine includes three types of knowledge sources:
  • Repo Wiki: Structured documentation automatically generated based on the codebase, covering project architecture, module relationships, and implementation details.
  • Knowledge Card: High-density knowledge units extracted from code, including architecture documents, code specifications (Spec), and tech stack information.
  • Conversation Memory (Memory): Pitfalls, decision rationales, and project experience automatically extracted from each conversation, persistently accumulated as reusable knowledge.
These three types of knowledge flow into the same engine, requiring no manual organization, and the Agent will automatically invoke them when needed.
Two paths for automatic knowledge accumulation:
  • Code side: When generating the Repo Wiki, the system automatically extracts code intent, design plans, and contextual discussions into Knowledge Card content;
  • Conversation side: Pitfalls, decision rationales, and project experience during interactions with the Agent are automatically extracted into Memory knowledge.