点击上方“Deephub Imba”,关注公众号,好文章不错过 !标准 RAG 流水线有个根本性的毛病：检索到的文档一旦与用户意图对不上号，模型照样能面不改色地输出一堆看似合理的胡话，既没有反馈机制也谈不上什么纠错能力。而Agentic RAG ...

The evolution of generative AI (GenAI) necessitates a sophisticated architecture that integrates advanced language models with cutting-edge technologies for improved decision-making capabilities. This ...

This week LangGraph has introduced templates to simplify the creation of applications for common use cases, with a particular focus on transforming unstructured research data into structured formats ...

The emerging field of AI orchestration just got an additional boost of confidence with the alpha release of LangChain’s two flagship platforms, LangGraph and LangChain version 1.0. Graduating to a 1.0 ...

Imagine trying to have a conversation with someone who insists on reciting an entire encyclopedia every time you ask a question. That’s how large language models (LLMs) can feel when they’re ...