Integrating Semantic Search Capabilities with .NET and Azure : Milvus Vector Database

23Likes

1,216Views

Aug 212024

This talk explores how Milvus leverages vector embeddings to enable powerful semantic search and similarity matching capabilities in .NET environments to power use cases like product recommenders and retrieval augmented generation applications. The presentation will cover key features of Milvus, its performance advantages, and best practices and we'll demonstrate practical examples of using Milvus in .NET applications and showcase its scalability when utilized with Azure's cloud infrastructure. Attendees will gain insights into enhancing their search functionalities and building more intelligent data-driven applications using this cutting-edge vector database technology. Resources: Event Collection: https://aka.ms/dotnetFocusAI/Collection AI Challenge: https://aka.ms/dotnetFocusAI/Credenti... Learning Path: https://aka.ms/dotnetFocusAI/Learn Playlist: https://aka.ms/dotnetFocusAI/OnDemand Repo: https://aka.ms/dotnetFocusAI/Repo Survey: https://aka.ms/dotnetFocusAI/Evaluation Featuring: Timothy Spann #dotnet #ai

Integrating Semantic Search Capabilities with .NET and Azure : Milvus Vector Database

dotnet

Integrating Semantic Search Capabilities with .NET and Azure : Milvus Vector Database

Comments

Description

dotnet

Transcript

H&R Block: Lessons Learned from applying Generative AI to apps with .NET and Azure

RAG with AI Search and .NET

Vector Search: The Future of Data Querying Explained | Semantic Searching

Evolution of Milvus Cloud-Scalable Vector Database - Charles Xie & Frank Liu, Zilliz

Beyond Similarity: Personalizing Recommendations with Kumo and Pinecone

Armchair Architects: LLMs & Vector Databases (Part 1)

.NET Conf 2024 - Day 1

RAG on your data with .NET, AI and Azure SQL

Real-Time Search and Recommendation at Scale Using Embeddings and Hopsworks

Vector Search RAG Tutorial – Combine Your Data with LLMs with Advanced Search

Text Embeddings, Classification, and Semantic Search (w/ Python Code)

Milvus: Scaling Vector Data Solutions with Gen AI - Stephen Batifol, Zilliz

Full Text Search in .NET With PostgreSQL and EF Core

What is Semantic Search?

New AI integration for your SQL databases | RAG, Vector Search, Admin Automation

Vector Databases Explained (vs traditional databases & alternatives)

What is Vector Database | Milvus Attu Installation | Word Embedding | End to end Demo

Explaining the Trump Tariff Equation

Hybrid Search RAG With Langchain And Pinecone Vector DB

Why Trump's tariff chaos actually makes sense (big picture)