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Generative AI Study Group_2ndSesssion_20230620.pdf
- 4. Introduction • 本日の開催形式 • Zoomウェビナー • コメントや挙手はぜひ積極的にいただけると嬉しいです。 • 今回の集客について
- 5. Introduction • 前回の振り返り • Web更新 • https://www.ai-tech-c.jp/generative-ai-study-group-gasg/ • アンケート結果 • 今回のアンケート • 今回からアンケート結果はWebで公表させていただきます。
- 6. Introduction • 参加者名簿 • GASGの参加者名簿を作りたいです。 • 記念に、思い出に、皆様お揃いで、よろしければ。 • Form • https://forms.gle/eRmeGtfkQMkDrs7K9 • 名簿 • ROで一般公開されます。 • https://docs.google.com/spreadsheets/d/1cwA2NSgFk5EICU7TgX8WvhzrXTqzQ4ynexVdjv1MkDY/edi t?usp=sharing
- 9. Theme Presentation • SBS情報システム 土屋様 • 生成系AIのセンテンスジェネレーションを業務効率化の実現手段として検討した経緯をご紹介
- 11. Study contents • OpenAI new release • 6月14日にOpenAIから多数のリリースがあった。 • LLMの性能向上 • 対応トークン長の拡大 • 値下げ • そして...
- 13. Study contents • Function calling • From OpenAI API reference • In an API call, you can describe functions to gpt-3.5-turbo- 0613 and gpt-4-0613,and have the model intelligently choose to output a JSON object containing arguments to call those functions. The Chat Completions API does not call the function; instead, the model generates JSON that you can use to call the function in your code. https://platform.openai.com/docs/guides/gpt/function-calling
- 14. Study contents • Function calling • From OpenAI API reference • In an API call, you can describe functions to gpt-3.5-turbo- 0613 and gpt-4-0613,and have the model intelligently choose to output a JSON object containing arguments to call those functions. The Chat Completions API does not call the function; instead, the model generates JSON that you can use to call the function in your code. https://platform.openai.com/docs/guides/gpt/function-calling
- 15. Study contents • Function calling • From OpenAI API reference • In an API call, you can describe functions to gpt-3.5-turbo- 0613 and gpt-4-0613,and have the model intelligently choose to output a JSON object containing arguments to call those functions. The Chat Completions API does not call the function; instead, the model generates JSON that you can use to call the function in your code. https://platform.openai.com/docs/guides/gpt/function-calling
- 16. Study contents • Function calling • こうなると思ってた User Business Logic LLM Service API
- 17. Study contents • Function calling • 違った… 言語処理 言語処理 User Business Logic LLM Service API
- 18. Study contents • Function calling • シンプルに言えば User Business Logic LLM Service API
- 19. Study contents • Function calling • From OpenAI API reference • The latest models (gpt-3.5-turbo-0613 and gpt-4-0613) have been fine-tuned to both detect when a function should to be called (depending on the input) and to respond with JSON that adheres to the function signature.With this capability also comes potential risks.We strongly recommend building in user confirmation flows before taking actions that impact the world on behalf of users (sending an email, posting something online, making a purchase, etc). https://platform.openai.com/docs/guides/gpt/function-calling
- 20. Study contents • Function calling • From OpenAI API reference • The latest models (gpt-3.5-turbo-0613 and gpt-4-0613) have been fine-tuned to both detect when a function should to be called (depending on the input) and to respond with JSON that adheres to the function signature.With this capability also comes potential risks.We strongly recommend building in user confirmation flows before taking actions that impact the world on behalf of users (sending an email, posting something online, making a purchase, etc). https://platform.openai.com/docs/guides/gpt/function-calling
- 21. Study contents • Function calling • From OpenAI API reference • The latest models (gpt-3.5-turbo-0613 and gpt-4-0613) have been fine-tuned to both detect when a function should to be called (depending on the input) and to respond with JSON that adheres to the function signature.With this capability also comes potential risks.We strongly recommend building in user confirmation flows before taking actions that impact the world on behalf of users (sending an email, posting something online, making a purchase, etc). https://platform.openai.com/docs/guides/gpt/function-calling
- 23. Study contents • Fuction calling • 他にみるべき取り組みがある • Gollira • API呼び出しコードでFinetuningしたLLM • https://gigazine.net/news/20230615-gorilla/ • Langchain • Toolで作り込めば... • AutoGPT • もはやAutoGPTで...
- 25. Next
- 26. Next
- 28. News • みんなで生成系AIブックマーク • 新企画です!! 皆様の気になった生成系AIの情報をその場で募集して ディスカッションします。 • 募集はこちら https://forms.gle/kKVsb9jDwMTm2Rkk6 から事前投稿も受 け付けています。 • リスト • https://docs.google.com/spreadsheets/d/1bjJfAhfEvNMSuxAszCiSo0qdE89s p86ooAyBdRVuDO0/edit?usp=sharing