Ai Application Development
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OpenAI Apps SDK: Integrating Custom UIs and Tools with ChatGPT
The OpenAI Apps SDK and Model Context Protocol (MCP) enable developers to extend ChatGPT with custom UIs (widgets) and external tools. MCP standardizes communication between an MCP server, a large language model (LLM), and a user interface, allowing the LLM to access external data and actions. This …
LangChain’s Evolving Role in LLM Application Development
LangChain, initially a side project, has evolved into a two-product company offering open-source LLM packages and LangSmith for testing and monitoring. The platform adapts to the rapidly changing AI ecosystem by maintaining stable low-level abstractions and integrations while iterating on higher-lev…

