get_weather
PulseAugur coverage of get_weather — every cluster mentioning get_weather across labs, papers, and developer communities, ranked by signal.
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Developer builds harness to test LLM tool-call reliability
A developer has created a harness to test the reliability of free LLM tiers in making tool calls, emphasizing that adherence to a JSON schema is more critical than conversational quality for agentic applications. The ha…
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OpenAI's GPT-4o mini enables deterministic data output via function calling
The article explains how to implement function calling with large language models, specifically using OpenAI's GPT-4o mini. It details how function calling, also known as tool use, allows models to return structured, ma…
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LLM function-calling tests should focus on schema compliance, not model behavior
This article discusses the importance of contract testing for function-calling schema compliance in LLMs. It differentiates between testing model behavior (e.g., whether it calls a specific tool) and testing contract co…
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LLMs gain action capabilities with AI Function Calling
AI Function Calling enables large-language models (LLMs) to interact with external tools and APIs, transforming them from simple text generators into actionable assistants. This capability allows LLMs to fetch real-time…