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#Milvus

Showing: 22 courses
Devoxx

Building an Advanced Agentic RAG System with Langchain, Ollama, and Milvus

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Explore the cutting-edge world of Agentic Retrieval-Augmented Generation (RAG) systems in this 31-minute conference talk from Devoxx. Discover how to construct an advanced Agentic RAG system using open-source technologies like Langchain, Ollama, and Milv…
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1 Lesons
31 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Customizable RAG Workflows with Your Own Data

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Build customizable RAG workflows using OSS tools and your own data to optimize GenAI applications for corporate environments. Learn best practices and advanced techniques.
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1 Lesons
39 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Milvus 2.0: A Cloud-Native Vector Database for AI Applications

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Explore Milvus 2.0, a cloud-native vector database for AI applications. Learn about its architecture, features, and real-world use cases across industries for unstructured data analytics and search.
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22 Lesons
31 minutes
On-Demand
Free-Video
Data Science Dojo

Unlock the Power of Embeddings with Vector Search - Future of Data & AI - Data Science Dojo

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Explore embeddings and vector search for unstructured data analysis. Learn to build semantic text and reverse image search systems using Milvus, with real-world applications and best practices.
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1 Lesons
40 minutes
On-Demand
Free-Video
Linux Foundation

Milvus - Accelerating Approximate Nearest Neighbor Search for Large Scale Datasets

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Explore techniques to accelerate Approximate Nearest Neighbor Search for large datasets using Milvus. Learn about unstructured data services, vector databases, and real-world AI applications.
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19 Lesons
37 minutes
On-Demand
Free-Video
Linux Foundation

Evolution of Milvus Cloud-Scalable Vector Database

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Explore the development and capabilities of Milvus, a cloud-scalable vector database, with insights from Zilliz experts on its evolution and applications.
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1 Lesons
40 minutes
On-Demand
Free-Video
Linux Foundation

Milvus Vector Database - Unlocking the Future of Open Source Vector Databases

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Explore Milvus, a high-performance cloud-native vector database. Learn its history, architecture, unique features, and real-world applications in RAG, recommendation systems, and molecular search.
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1 Lesons
30 minutes
On-Demand
Free-Video
Linux Foundation

The Rise of Vector Databases - Lessons from the Milvus Community

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Explore vector databases, their rise in managing unstructured data, and insights from Milvus. Learn about embeddings, production use cases, challenges, and future developments in this emerging field.
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17 Lesons
26 minutes
On-Demand
Free-Video
Linux Foundation

The Evolution of Milvus - A Cloud-Native Vector Database

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Explore Milvus 2.0, a cloud-native vector database for unstructured data. Learn its architecture, features, and real-world applications in art, security, real estate, and e-commerce.
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21 Lesons
29 minutes
On-Demand
Free-Video
OpenSource Connections

Exploring Vector Search at Scale with Milvus - Building Billion-Scale Solutions

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Explore vector search at billion-scale through Milvus, understanding distributed systems architecture, indexing strategies, and scalability solutions for unstructured data processing.
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1 Lesons
34 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Insights from Diverse Projects in Image Search and RAG

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Explore practical insights from real-world vector search projects, covering image matching, property deduplication, and RAG implementations, with focus on DinoV2 and Ada-2 model performance.
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1 Lesons
40 minutes
On-Demand
Free-Video
Conf42

Enriching Generative AI Events in Real-Time Streaming Pipelines

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Explore real-time streaming pipelines for enriching generative AI events, covering unstructured data handling, Milvus architecture, and NiFi 2.0 features with practical demos.
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16 Lesons
29 minutes
On-Demand
Free-Video
Conf42

Unleashing the Potential of Cloud Native Open Source Vector Databases

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Explore cloud native open source vector databases, focusing on Milvus. Learn advanced features, practical applications, setup processes, and community resources for leveraging this powerful technology.
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8 Lesons
26 minutes
On-Demand
Free-Video
MLOps.community

Solving LLM Data Problems with Vector Databases - Part 2

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Explore vector databases' role in LLM apps, focusing on solving data issues and democratizing access to this technology for efficient billion-scale vector search.
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1 Lesons
29 minutes
On-Demand
Free-Video
Nvidia

Building LLM Assistants with LlamaIndex, NVIDIA NIM, and Milvus - LLM App Development

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Learn to create a Q&A chatbot using NVIDIA NIM for embeddings, Milvus for storage, Llama3 for inference, and LlamaIndex for seamless integration in this comprehensive tutorial.
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1 Lesons
12 minutes
On-Demand
Free-Video
Nvidia

Building Multimodal AI RAG with LlamaIndex, NVIDIA NIM, and Milvus - LLM App Development

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Learn to build a multimodal AI RAG application using LlamaIndex, NVIDIA NIM, and Milvus. Covers document processing, vector database integration, inference with Llama 3, and seamless orchestration for efficient Q&A experiences.
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1 Lesons
17 minutes
On-Demand
Free-Video
Conf42

Vector Databases 101 - How Do They Work?

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Explore vector databases' functionality, applications, and architecture. Learn about similarity search, indexing techniques, and real-world use cases in machine learning and AI.
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13 Lesons
31 minutes
On-Demand
Free-Video
MLOps.community

Democratizing AI - Vector Databases and LLM Applications

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Explore vector databases, LLM app building, and AI democratization with Yujian Tang. Learn about Milvus, production use cases, data challenges, and the future of AI technologies.
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22 Lesons
54 minutes
On-Demand
Free-Video
MLOps.community

Fresh Data and Smart Retrieval: Milvus and Jina CLIP Explained - MLOps Mini Summit 7

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Explore vector database updates, Milvus mechanics, and Jina CLIP's novel multi-task contrastive training for enhanced multimodal and text-based retrieval systems. Master data freshness in high-throughput, low-latency scenarios.
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30 Lesons
50 minutes
On-Demand
Free-Video
CMU Database Group

Milvus: A Purpose-Built Vector Data Management System

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Explore Milvus, a purpose-built vector data management system, and its applications in efficient similarity search and AI-powered data analysis.
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1 Lesons
1 hour
On-Demand
Free-Video
Conf42

Codeless Generative AI Pipelines - Prompt Automation and Real-Time Dataflow

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Discover how to build automated AI pipelines using vector embeddings, Milvus, and real-time dataflow systems for efficient prompt management and query automation.
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9 Lesons
12 minutes
On-Demand
Free-Video
Eclipse Foundation

Vector Databases: A New Search Paradigm - OCX 2024

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Explore how vector databases revolutionize information search through multidimensional data representation, with hands-on examples using Milvus, Weaviate, and Neo4J for enhanced data analysis.
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1 Lesons
35 minutes
On-Demand
Free-Video