function calling

"This article is a continuation of the previous one. Those who are unfamiliar with 'What is Ollama?' or 'What is Function Calling?' should first read the previous article."

"This gap is filled by Function Calling and Tool Use."

"The go-adk-chat template is an OSS template for a full-stack AI chat application built with Go + Google Gemini API."

"Context engineering is a broader concept, including how to design all the information passed to the LLM."

"The success or failure of Function Calling depends on schema design."

"The solution added processing to invalidate corresponding query caches when tool execution is complete (part.state === 'output-available')."

"By introducing confirmation steps, the approach ensures that tasks are carried out in the correct order, significantly enhancing the reliability and efficiency of AI-powered applications."

"This time, we will give the AI 'tools (programs)' and instruct it to 'judge for itself and use those tools when necessary'."

"LLM calls for tools, the server only returns tool call information and disconnects HTTP. The client executes the tool locally and resends the request with the results. This is repeated up to a maximum number of times to generate the final answer."

"This article explains the differences between these three technologies by organizing and explaining them from the viewpoints of mechanism, flow, and usage scenarios."

"Tool Calling (function calls) is a mechanism that allows LLMs to call external tools and functions, enabling the acquisition of real-time information and the execution of complex calculations."

"This article summarizes the steps to create a minimal AI that not only converses through voice but also utilizes tools to perform tasks."

"Modern LLMs have extremely high versatility. However, the default 'polite and harmless assistant' UX often becomes noise in accelerating the thinking of professionals."

"However, as AI evolves from a mere "dialogue tool" to an "Agent" with autonomous planning and execution capabilities..."

"The article is about a 'Show HN' on Hacker News."

"OpenAI releases function calling for GPT-3.5 & GPT-4."