Computer use tool
Claude can interact with computer environments through the computer use tool, which provides screenshot capabilities and mouse/keyboard control for autonomous desktop interaction. Computer use is currently in beta and requires a beta header: "computer-use-2025-11-24" for Claude Opus 4.5 "computer-use-2025-01-24" for Claude Sonnet 4.5, Haiku 4.5, Opus 4.1, Sonnet 4, Opus 4, and Sonnet 3.7 (deprecat
Berkeley Function Calling Leaderboard (BFCL) V4
BFCL: From Tool Use to Agentic Evaluation of Large Language Models The Berkeley Function Calling Leaderboard (BFCL) V4 evaluates the LLM's ability to call functions (aka tools) accurately. This leaderboard consists of real-world data and will be updated periodically. For more information on the evaluation dataset and methodology, please refer to our blogs: BFCL-v1 introducing AST as an evaluation
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ã¯ã˜ã‚ã« ChatGPTã®è‚ã«ãªã‚‹æ©Ÿèƒ½ã®ä¸€ã¤ãŒ Function Calling ã§ã™ã€‚ã“ã‚Œã¯LLMã§è³ªå•ã®å†…容を解æžã—ã¦ã€å¿…è¦ãªé–¢æ•°ã‚’呼ã³å‡ºã™ã¨ã„ã†ã‚‚ã®ã§ã™ã€‚ 「必è¦ãªé–¢æ•°ã€ ã‚’ã©ã®ã‚ˆã†ã«åˆ¤å®šã—ã¦ã„ã‚‹ã‹ã¨ã„ãˆã°ã€ãã‚Œã¯é–¢æ•°ã®èª¬æ˜Žæ–‡ã‹ã‚‰åˆ¤æ–ã—ã¾ã™ã€‚今ã¾ã§ã‚‚ã‚ーワードã«å¿œã˜ã¦ä½•ã‹ã®å‡¦ç†ã‚’ã™ã‚‹ã‚ˆã†ãªãƒ—ãƒã‚°ãƒ©ãƒ ã¯è‰¯ãã‚ã£ãŸã¨æ€ã„ã¾ã™ãŒã€LLMã®å¼·åŠ›ãªè¨€èªžå‡¦ç†èƒ½åŠ›ã‚’使ã†ã“ã¨ã§ 「呼ã³å‡ºã™ã¹ã関数〠㨠「é©åˆ‡ãªå¼•æ•°ã€ を自動的ã«åˆ¤å®šã—ã¦ãã‚Œã¾ã™ã€‚Siriã‚„Alexaã¿ãŸã„ãªãƒ„ールãŒç°¡å˜ã«ä½œã‚Œã¡ã‚ƒã„ã¾ã™ã€‚ 今回ã¯ãã®Function callingã‚’LangChain経由ã§ä½¿ã£ã¦å¤©æ°—äºˆå ±APIã‚’AITuberã®ã€Œç´…月れんã€ã‹ã‚‰å‘¼ã¹ã‚‹ã‚ˆã†ã«ã—ãŸã®ã§ã€ãã®è©¦è¡ŒéŒ¯èª¤ç‰ã‚’載ã›ã¦ãŠããŸã„ã¨æ€ã„ã¾ã™ã€‚ ãªãŠã€AITuber自体ã®ä½œã‚Šæ–¹ã‚„LLMã«é–¢ã™ã‚‹å…¨èˆ¬çš„ãªè©±ã¯ä¸‹è¨˜ã®è¨˜äº‹ã§å–り扱ã£ã¦ã„ã¾ã™ã®ã§ã€è‰¯ã‘ã‚Œã°èªã‚“ã§ã¿
OpenAI DevDay ã§ç™ºè¡¨ã•ã‚ŒãŸæ–°ãƒ¢ãƒ‡ãƒ«ã¨æ–°é–‹ç™ºãƒ„ール ã¾ã¨ã‚｜npaka
以下ã®è¨˜äº‹ãŒé¢ç™½ã‹ã£ãŸã®ã§ã€ã‹ã‚‹ãã¾ã¨ã‚ã¾ã—ãŸã€‚ ・New models and developer products announced at DevDay 1. GPT-4 Turbo「GPT-4 Turboã€ã¯ã€ã€ŒGPT-4ã€ã‚ˆã‚Šé«˜æ€§èƒ½ã§ã™ã€‚2023å¹´4月ã¾ã§ã®çŸ¥è˜ã¨128kã®ã‚³ãƒ³ãƒ†ã‚ストウィンドウをæŒã¡ã¾ã™ã€‚ã•ã‚‰ã«ã€ã€ŒGPT-4ã€ã¨æ¯”較ã—ã¦å…¥åŠ›ã¯1/3ã€å‡ºåŠ›ã¯1/2ã®å®‰ã„ä¾¡æ ¼ã§æä¾›ã—ã¾ã™ã€‚ 開発者ã¯ãƒ¢ãƒ‡ãƒ«ID「gpt-4-1106-previewã€ã§è©¦ã™ã“ã¨ãŒã§ãã¾ã™ã€‚今後数週間以内ã«ã€å®‰å®šã—ãŸå®Ÿç¨¼åƒãƒ¢ãƒ‡ãƒ«ã‚’リリースã™ã‚‹äºˆå®šã§ã™ã€‚ 1-1. Function Calling ã®æ›´æ–°ã€ŒFunction Callingã€ã«ã€å˜ä¸€ãƒ¡ãƒƒã‚»ãƒ¼ã‚¸ã‹ã‚‰è¤‡æ•°ã®Function (「車ã®çª“ã‚’é–‹ã‘ã¦ã‚¨ã‚¢ã‚³ãƒ³ã‚’オフã«ã™ã‚‹ã€ãªã©) を呼ã³å‡ºã™æ©Ÿèƒ½ãªã©ãŒè¿½åŠ ã•ã‚Œã¾ã—ãŸã€‚精度もå‘上ã—ã¦ã„ã¾ã™ã€‚ 1-2. 構é€
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Function-calling and data extraction with LLMs - DeepLearning.AI
Parallel Function Calling for Structured Data Extraction
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