OpenAI and ChatGPT repo
- Six Principles of responsible AI
- Responsible AI. Trusted AI Framework. Content Filters. Harmful Content. Prerelease Reviews
- What is ChatGPT Doing. and why does it work
- LLM UseCase in Google. Sorting Optimization
- Embeddings. Words to Vector. Useful in Search Scenarios and for Cognitive Search
- Cognitive Search. Video
- Cognitive Search. From Zero to Hero
- Cognitive Search. Indexers. AI Enrichment. Build-in Skills
- Transformers. Embeddings. Foundational Model
- Computer Vision. Cognitive. AI Face. Custom Vision
- Document Intelligence
- Azure AI Speech. Speech To Text. Text To Speech. Azure Services
- Natural Language Processing(NLP). Text Meaning and analysis. General ways how to
- Azure Language Service. Commands interpretation
- Azure Language Service. Question-Answer Knowledge base for bots. Question Answering service.
- Regression. Logistic and Linear Regression. Multiclass regression
- GenAI. Where could be applied. Post 1.pdf
- GenAI in Application Refactoring field, Slides.pdf
- Legal problems with AI.pdf
- Paradigms: Rag, Self-RAG, Re-Ranking RAG, FLARE v.2.pdf
- Working with opinionated requests. S2A, RLHF, RLAIF.pdf
- Multi-Modal RAG and its features.pdf
- Measuring the GenAI Quality.pdf
- LLM leveraging RLHF in code review
- Everything of Thoughts (XoT). All modern techniques in one place
- Non deterministic embedding results
- June 2023. My Workshop Presentation. Run 1.pptx
- Online Workshop. ChatGPT -> Azure Function -> PowerAutomate. Run 2.pptx
- Online Workshop. Run 3. Deep Learning -> Prompting -> ChatGPT -> Azure Function -> PowerAutomate
- Online+Offline Workshop for EHU University
- Talk #3. RAG, FLARE, S2A, RLHF, RLAIF, Self-RAG, Re-Ranking. Common approaches and their pros & cons
- Example:ConsoleApp CommandGuess
- Example: Azure Function with ChatGPT (completion and chat-completion)
- Example: Integration with PowerAutomate
- Example: Integration with PowerApp
- Integration with Outlook (In progress)
- OpenAI + PowerAutomate Workshop by me.pptx
- Example: OpenAI + Redis
- BMW Dealer assistant. ChatGPT Chat + Startup + Redis + Context
- Embeddings (In progress)
- Content Filters (in progress)
- OpenAI straightforward examples
- Bot using Chatbot Framework SDK (in progress) https://learn.microsoft.com/en-us/azure/bot-service/bot-service-quickstart-create-bot?view=azure-bot-service-4.0&branch=Ignite2018&tabs=csharp%2Cvs
- Initial Example
- Interactive Chat with Chat History
- Model Switching. Hugging Face
- Semantic Function for Conversational Chat
- Semantic Kernel Pipeline
- Cognitive Search. Video
- Cognitive Search. From Zero to Hero
- Cognitive Search. Indexers. AI Enrichment. Build-in Skills
- Document Intelligence
- Semantic Search (in progress)
- Document Intelligence (in progress)
- Semantic Search vs Document Intelligence (in progress)
![image](https://private-user-images.githubusercontent.com/4239376/289379803-57421682-1207-4b76-897a-0814c40a33dc.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.UOZQ2wXlikeQ6nLgZ8OSG3jxW3ynAlDg1vCDo0D-Cx0)
![image](https://private-user-images.githubusercontent.com/4239376/289379846-cb134e8f-3c0c-4e0b-abe2-ff350570a6b5.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.WlhmBO-Cz9QnrQC2uEauMhB2mEYwf-e6txG1YOlc-u4)
.Net SDK (unofficial): https://github.com/Glareone/openai