tool schemas
PulseAugur coverage of tool schemas — every cluster mentioning tool schemas across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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Prompt Caching Slashes LLM Costs by Reusing KV Tensors
Prompt caching is an optimization technique that can significantly reduce the cost of using large language models by reusing previously computed key/value tensors. This method is effective when subsequent requests share…
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Developer's prompt caching blunder increased costs; simple math could have prevented it
A developer discovered that implementing prompt caching for a document-QA service unexpectedly increased costs by 5% due to a low 4% cache hit rate. The issue stemmed from a system prompt that included a dynamic timesta…
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AI reshapes work, driving solopreneurship and new cost management challenges
The increasing adoption of AI is reshaping the business landscape, leading many to consider solopreneurship over traditional corporate roles. This shift is supported by data showing a rise in single-founder C-corp filin…
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LLM Tool Schema Design: Preventing Bad Tool Calls
Designing effective tool schemas is crucial for preventing Large Language Models (LLMs) from making incorrect tool calls. A common issue arises when a single, broadly defined tool leads to routing ambiguity, causing the…