点击上方“Deephub Imba”,关注公众号,好文章不错过 !很多人觉得做个AI助手就是调调OpenAI的接口，其实这样智能做出一个通用聊天机器人。而代码助手需要专门为代码设计的上下文感知的RAG（Retrieval-Augmented ...

在真实工程项目中，不使用 LangChain、LangGraph、CrewAI 等框架，纯用 Python + LLM API 手动实现 AI Agent 不仅完全可行，而且在许多场景下是更优选择。 Anthropic 官方明确建议开发者”从直接使用 ...

In the fast-evolving world of artificial intelligence, where large language models (LLMs) like ChatGPT, Claude and Grok dominate headlines, a quiet revolution is underway. Developers are no longer ...

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 ...

Retrieval-Augmented Generation (RAG) systems have emerged as a powerful approach to significantly enhance the capabilities of language models. By seamlessly integrating document retrieval with text ...

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