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Microsoft.Extensions.AI in .NET

3h 34m

From Zero to Hero

Progress0%

0 / 30 lessons3h 33m left

Course overview(0/3)

WelcomeFree Preview32s What will you learn in this course?Free Preview39s Who is the course for and prerequisitesFree Preview45s

Using Local LLMs(0/3)

Using Local LLMs2m 3s Installing Ollama1m 42s Downloading Local LLMs4m 2s

Creating a Chat Client(0/5)

Introducing IChatClient4m 23s Creating a Chat Client14m 34s Preserving Chat History8m 35s Adding System Instructions to the LLM5m 14s Calling Local Functions13m 17s

Unit Testing LLMs(0/3)

Unit Testing LLMs10m 50s Evaluating Quality16m 57s Evaluating Natural Language Processing8m 42s

Ingesting Data(0/6)

Introducing IEmbeddingGenerator5m 35s Use IEmbeddingGenerator to Vectorize Text12m 30s Retrieve Embeddings to Complete our RAG10m 10s Introducing Vector Store4m 39s Adding a Vector Store15m 31s Unit Testing IEmbedingGenerator and VectorStore11m 37s

Generating Images(0/3)

Introducing IImageGenerator3m 0s Adding an Image Generator13m 55s Unit Testing IImageGenerator12m 13s

Using On-Device LLMs(0/2)

Introducing Microsoft.Maui.Essentials.AI4m 54s Implementing Apple Intelligence10m 45s

Using Cloud-based LLMs(0/3)

Introducing Cloud-based LLMs2m 5s Using Microsoft Foundry9m 0s Using AWS Bedrock4m 30s

Course conclusion(0/2)

Conclusion44s Rate this course

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Calling Local Functions

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