The official OpenAI library for .NET - .NET 9 DAY - DEVNOT

Github Repo: https://github.com/KardelRuveyda/devnot-chat-assistant

Transcript

1. OpenAI .NET API Library Kardel Rüveyda ÇETİN
2. 2023- YILDIZ TECHNICAL UNIVERSİTY Mathematical Engineering (Licentiate Degree) YILDIZ TECHNICAL UNIVERSİTY Computer Engineering/IT (Master's Degree (Non-Thesis)) 2013-2018 2019-2020 YILDIZ TECHNICAL UNIVERSİTY Mathematical Engineering (Master's Degree (Thesis)) 2021-.. DOĞUŞ TEKNOLOJİ Software Support Asistant Specialist Software Asistant Specialist Software Specialist 2018-2021 KARİYER.NET Software Specialist Senior Software Specialist Expert Software Engineer Mavi (2016) Overtech (2017) INTERNSHIPS Junior Frontend Developer 2018 ICONEC WAVE X: @kardelanite in: kardelruveydacetin
3. OpenAI API Features LLM RAG Bonus: Turkish E-BOOK Dotnet Mystic Advanced Rag Demo Agenda
4. OpenAI API Features
5. Chat Completion Operations Streaming Usage in Chat Completion Chat Completion with Tools Structured Outputs Text Embedding Operations Image Generation Operations Speech-to-Text and Text-to-Speech Operations RAG + LLM Operations Vision Enhancements
6. OpenAI 2.1.0 Prerequisites
7. Create OpenAI KEY!
8. Simple Chat Example - CompleteChat -----
9. Simple Chat Example(Async) - CompleteChatAsync
10. CompleteChatStreaming
11. CompleteChatStreamingAsync
12. Why Use Streaming? Partial Response Delivery Faster Response Time Improved User Experience Asynchronous Programming Reduced Latency Efficient Resource Use Partial Response Delivery
13. Araçlar ve işlev çağrısıyla sohbet tamamlamaları
14. 1 2 Create Functions
15. Create Tools 3 4 ChatTool
16. 5 6 ChatCompletionOptions
17. Structured Outputs CreateJsonSchemaFormat
18. Text Embeddings - SingleEmbedding GenerateEmbedding GenerateEmbeddingAsync
19. Text Embeddings - MultipleEmbedding GenerateEmbeddings GenerateEmbeddingsAsync
20. Image Processing
21. Speech to Text TranscribeAudio
22. Text to Speech Alloy Echo Fable Onyx Nova Shimmer
23. Open AI API Rag Attention is All You Need
24. BASIC RAG
25. ADVANCED RAG
26. Academic Resources Corrective Retrieval Augmented Generation Adaptive-RAG: Learning to Adapt Retrieval- Augmented Large Language Models through Question Complexity Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
27. Prepare Data 1
28. Upload Data and Create Assistant Options Azure AI Search Azure Cosmos DB for NoSQL Azure Cosmos DB for MongoDB Azure PostgreSQL Server Azure SQL Database Chroma Postgres Qdrant Redis 2 3 4
29. Streaming and GPT-4o vision with assistants [ASİSTAN]: Bu görüntüde bir köpek ve bir kedi birlikte yan yana duruyor. Köpek beyaz renkte ve kırmızı bir tasması var. Kedi ise kahverengi ve siyah çizgili kürke sahip. Her iki hayvan da oldukça sevimli görünüyor ve objektife doğru bakıyorlar.
30. .NET 9 ve 2.0.1 ile gelen Değişiklikler 1 RAG
31. .NET 9 ve 2.0.1 ile gelen Değişiklikler 2 CompleteChatStreaming
32. OpenAI API Turkish Book OpenAI API Exercises Turkish Book Repo Turkish Book
33. Reinforcement Learning’in Derinlemesine Analizi: Ödüllerle Dolu Öğrenme Macerası Langchain Seyir Defterim Yazılımcılar için Yapay Zeka Yolculuğu ML .NET: Makine Öğreniminde Yeni Yollar OpenAI .NET API Kullanımı: Yapay Zeka Gücünü .NET Projelerinize Taşıyın Thor ve Loki Gibi:LangChain ve LangGraph’ın Güçlü İş Birliği Büyük Dil Modelleri Nasıl Çalışır? Üretken Yapay Zekanın Ardındaki Sihri Anlamak Veri Setlerinin Eğitim, Doğrulama ve Test Setlerine Bölünmesinin Önemi
35. DEMO
36. START Welcome System Message (From Frontend) Who is Ugur Umutluoglu? About DEVNOT? DON’T ANSWER ANSWER YES NO