middleware import wrap_model_call, ModelRequest, ModelResponse basic_model = ChatOpenAI(model="gpt-4o-mini") advanced_model = ChatOpenAI(model="gpt-4o") @wrap_model_call def dynamic_model_selection(request: ModelRequest, handler) -> ModelResponse: """Choose model based on conversation While OpenAI’s File Search tool offers a good starting point for many use cases, this section introduces a different approach that takes advantage of million-token context windows to process large documents without any preprocessing or vector database. 05/M. Apr 12, 2024 · Tools are the way forward for providing a list of functions the model may generate JSON inputs, third-party API calls, custom logic functions, and more. Nov 6, 2024 · Assistants can access files in several formats — either as part of their creation or as part of Threads between Assistants and users. 3 days ago · This page documents common testing patterns, examples, and best practices for using the openai-responses library effectively in your test suite. " ) agent = create_agent(model, tools, system_prompt=prompt) 5 days ago · Anthropic announced healthcare AI tools connecting to insurance databases and patient records, intensifying competition with OpenAI in the medical market. Learning Q. I've played around with OpenAI's Function Calling and I've found it a lot faster and easier to use than the tools and agent options provided by LangChain. The OpenAI partnership gives Microsoft a technology lead that competitors have not matched in the generative AI space. Understanding this relationship — intent versus action — is crucial for comparing these agents.

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