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Showing: 306 courses
Pinecone

Building the Future with LLMs, LangChain, & Pinecone

1 rewiews
Explore the future of AI with LLMs, LangChain, and Pinecone. Learn to build powerful applications using cutting-edge tools and techniques in this comprehensive workshop led by industry experts.
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27 Lesons
59 minutes
On-Demand
Free-Video
MLOps.community

Building Data Infrastructure at Scale for AI/ML with Open Data Lakehouses

0 rewiews
Explore how data lakehouse architecture with Apache Hudi supports real-world predictive ML and vector-based AI use cases in this 30-minute keynote by Vinoth Chandar, creator of Apache Hudi. Learn about ingesting data with minute-level freshness, providin…
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1 Lesons
30 minutes
On-Demand
Free-Video
MLOps.community

Real-Time Data Streaming Architectures for Generative AI

0 rewiews
Explore the evolution of data processing architectures for Generative AI in this 12-minute talk by Emily Ekdahl at the MLOps.community event. Discover how real-time data streaming solutions using Apache Kafka and Apache Flink are revolutionizing the way…
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1 Lesons
12 minutes
On-Demand
Free-Video
Devoxx

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

0 rewiews
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
Devoxx

Easy RAG with LangChain4J and Docker - Implementing Retrieval-Augmented Generation

0 rewiews
Explore the RAG (retrieval-augmented generation) pattern in this 31-minute conference talk from Devoxx. Learn the fundamental concepts behind RAG and gain hands-on experience setting up a practical RAG infrastructure using Docker. Discover how to configu…
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1 Lesons
31 minutes
On-Demand
Free-Video
Devoxx

From Naive to Advanced RAG: The Complete Guide - Lecture 1

0 rewiews
Embark on a comprehensive deep-dive into Retrieval Augmented Generation (RAG) techniques, from basic implementations to advanced strategies. Learn how to overcome common challenges such as inaccurate or incomplete answers, outdated information, and ineff…
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1 Lesons
2 hours 47 minutes
On-Demand
Free-Video
Devoxx

Building Smarter Knowledge Management Systems with AI Technology

0 rewiews
Explore the creation of advanced knowledge management systems using AI technology in this 52-minute conference talk from Devoxx. Learn how to leverage Java, Spring Boot, and Spring AI APIs to develop more user-friendly and conversational systems that enc…
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1 Lesons
52 minutes
On-Demand
Free-Video
Devoxx

Building AI Agents with Shell Scripts

0 rewiews
Explore AI agent development using shell scripting, focusing on Nushell and Couchbase for vector database integration. Learn to create powerful, iterative systems efficiently.
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1 Lesons
34 minutes
On-Demand
Free-Video
Devoxx

Spring AI: Seamlessly Integrating AI into Enterprise Java Applications

0 rewiews
Integrate AI into Java enterprise apps using Spring AI. Learn key concepts, develop AI applications rapidly, and explore practical use cases like semantic search and RAG patterns.
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1 Lesons
49 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Introduction to LangChain and Retrieval Augmented Generation (RAG)

0 rewiews
Explore LangChain's core concepts and build LLM-based applications using Retrieval Augmented Generation for document-based question answering.
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1 Lesons
30 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Retrieval Augmented Generation with LangChain: ChatGPT for Your Data - Part 2

0 rewiews
Explore Retrieval Augmented Generation using LangChain. Learn to build and optimize question-answering systems with vector stores, embedding models, and LLMs for private data applications.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Engineering an LLM Application: Chat with MLOps World

0 rewiews
Develop a chatbot using MLOps World content, exploring techniques to transform it from concept to production-ready application.
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1 Lesons
1 hour 37 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Retrieval Augmented Generation with LangChain: ChatGPT for Your Data - Part 1

0 rewiews
Explore Retrieval Augmented Generation using LangChain to build a question-answering system with private data, leveraging vector stores, embedding models, and LLMs.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Customizable RAG Workflows with Your Own Data

0 rewiews
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
MLOps World: Machine Learning in Production

Function Calling for LLMs: RAG without a Vector Database

0 rewiews
Explore function calling for LLMs to access structured data, enhancing RAG capabilities without vector databases. Learn to enrich tables with metadata for improved query performance.
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1 Lesons
39 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Better Chatbots with Advanced RAG Techniques

0 rewiews
Explore advanced RAG techniques for building superior chatbots. Learn hybrid search, query generation, result filtering, re-ranking, and chunking to enhance information retrieval and user interactions.
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1 Lesons
49 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Lessons Learned from Scaling Large Language Models in Production

0 rewiews
Discover strategies for scaling LLMs in production, covering performance profiling, GPU optimization, and guardrail interactions with real-world examples.
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1 Lesons
40 minutes
On-Demand
Free-Video
Cloud Security Alliance

Authorization Best Practices for Systems Using Large Language Models

0 rewiews
Explore authorization best practices for LLM-based systems, covering security implications, design patterns, and robust solutions for various use cases.
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1 Lesons
26 minutes
On-Demand
Free-Video
OpenSource Connections

AI-Powered Search: Navigating the Evolving Lexicon of Information Retrieval - Keynote

0 rewiews
Explore the evolving landscape of AI-powered search and information retrieval, examining new concepts and their relationships to traditional techniques in this insightful keynote presentation.
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1 Lesons
48 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

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

0 rewiews
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
The Machine Learning Engineer

Document Similarity: Langchain, Ollama Mistral 7B, and Chroma in Spanish

0 rewiews
Aprende a clasificar documentos usando Langchain, Ollama con Mistral 7B y Chromadb para análisis de similitud en español.
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1 Lesons
29 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity: Langchain Sentence Transformers and Chroma - Spanish

0 rewiews
Aprende a clasificar documentos usando Langchain con Sentence Transformers de HuggingFace y Chromadb. Explora técnicas avanzadas de procesamiento de lenguaje natural y similitud documental.
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1 Lesons
21 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Llama 2, Ollama and Pinecone: Searching in Vector Stores

0 rewiews
Instala y utiliza OLLAMA y Pinecone para crear embeddings con LLama2 7B, subir contenido a la base de vectores y realizar consultas eficientes.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

VertexAI Embeddings, Pinecone, y Langchain - Creación de un Componente de Recuperación

0 rewiews
Aprende a crear un componente de recuperación utilizando VertexAI Embeddings, Pinecone y Langchain para aplicaciones de aprendizaje automático y ciencia de datos.
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1 Lesons
18 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Integración de NVIDIA NIM con Langchain para RAG Q&A

0 rewiews
Explora la integración de NVIDIA NIM con Langchain para crear un componente RAG Q&A utilizando Faiss, mejorando tus habilidades en inteligencia artificial y procesamiento de lenguaje natural.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Langchain: Conversational QA Tool with Gemini, Langchain, and Faiss - Part 2 (Español)

0 rewiews
Aprende a mejorar la gestión de la historia y la conciencia contextual en chatbots utilizando Gemini, Langchain y Faiss.
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1 Lesons
33 minutes
On-Demand
Free-Video
Data Science Dojo

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

0 rewiews
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
Data Science Dojo

Vector Databases Explained - Insights, Applications, and Pinecone Tutorial

0 rewiews
Explore vector databases, embeddings, and advanced search techniques. Learn how to leverage Pinecone for powerful vector search solutions, with real-world applications and hands-on experience.
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1 Lesons
53 minutes
On-Demand
Free-Video
Data Science Dojo

Enterprise LLM Applications - Not Just a Technological Challenge

0 rewiews
Explore prevalent approaches and architecture for building custom large language model applications, including tools and technologies for enterprise use cases and challenges.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Data Science Dojo

Building a Multi-million Dollar AI Business - Founders Reveal Success Strategies - Part 1

0 rewiews
Insights from AI startup founder on building successful tech businesses, from early passion to raising millions. Covers entrepreneurship challenges, company culture, investor relations, and industry differentiation.
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9 Lesons
39 minutes
On-Demand
Free-Video
Dan Vega

Creating an AI-Powered Financial Advisor with Spring AI and RAG

0 rewiews
Master building an AI-powered financial document analyzer using Spring AI and RAG (Retrieval Augmented Generation). Implement vector databases, document processing, and intelligent data retrieval in Java applications.
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9 Lesons
36 minutes
On-Demand
Free-Video
OpenInfra Foundation

Virtual Data Path Acceleration (vDPA) Integration with Kolla-Ansible OpenStack Deployment

0 rewiews
Discover how to enhance OpenStack networking performance through vDPA integration with Kolla-Ansible, exploring implementation strategies, benefits, and real-world performance improvements.
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1 Lesons
15 minutes
On-Demand
Free-Video
Discover AI

How to Import and Query Large PDF Collections in Language Models

0 rewiews
Discover practical techniques for integrating and querying thousands of PDF documents with large language models to enable efficient corporate data analysis and Q&A capabilities.
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1 Lesons
14 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Teaching Vector Databases at Scale

0 rewiews
Discover how vector databases are being integrated into university curricula and online learning platforms, with insights on implementing RAG patterns and scaling database education.
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1 Lesons
36 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Building the Ultimate Hybrid Search with Qdrant - A Hands-on Tutorial

0 rewiews
Master advanced semantic search techniques by transforming dense embedding pipelines into hybrid systems with Qdrant's latest features, including ColBERT models and universal search endpoints.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

How Vector Search with Qdrant Improves Workplace Efficiency

0 rewiews
Discover how vector search technology and Qdrant power modern work environments, exploring implementation, scaling challenges, and practical applications in AI-driven business solutions.
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16 Lesons
35 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Indexify Unveiled: A Scalable Content Extraction Engine for Multimodal Data

0 rewiews
Discover how Indexify enables scalable content extraction and real-time knowledge base creation for AI workflows, focusing on unstructured data processing and hybrid search capabilities.
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1 Lesons
30 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Superpower Your Semantic Search Using Vector Database - From Model Architecture to Deployment

0 rewiews
Discover how to enhance matching systems using vector databases, focusing on implementation, deployment, and optimization for improved search performance and scalability in production environments.
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11 Lesons
30 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

High-Performance Entity Matching Solution Using Vector Embeddings and AWS

0 rewiews
Discover how to build a high-performance hotel matching system using vector embeddings, AWS infrastructure, and Qdrant for efficient data processing and improved accuracy in the travel industry.
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1 Lesons
27 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Binary Quantization Methods for Vector Database Optimization

0 rewiews
Dive into vector database optimization through binary quantization, exploring compression techniques, search speed improvements, and practical implementation strategies for efficient vector similarity search.
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10 Lesons
21 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Building a Semantic Search App for Music Using Qdrant Cloud

0 rewiews
Learn to develop a semantic search application using Qdrant Cloud's Python SDK to efficiently search through thousands of songs across different music genres.
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1 Lesons
26 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Music Recommendation System with Qdrant Vector Search and Audio Embeddings

0 rewiews
Learn to build a music recommendation engine using Qdrant's vector search capabilities, audio embeddings, and metadata to create personalized song suggestions.
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1 Lesons
45 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Image Classification with Qdrant Vector Semantic Search for Medical Diagnosis

0 rewiews
Learn to build an image-based semantic search engine for skin condition diagnosis using Qdrant, covering embedding generation and vector database implementation.
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1 Lesons
41 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Natural Language Processing with Qdrant for Vector Similarity Search

0 rewiews
Master vector similarity search using Qdrant to create embeddings from text data, perform contextual searches, and build recommendation systems for enhanced natural language processing applications.
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1 Lesons
43 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Getting Started with Qdrant - Introduction to Vector Database and Similarity Search

0 rewiews
Master vector similarity search using Qdrant to build semantic search and recommendation systems through hands-on practice with sample datasets and practical implementations.
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1 Lesons
24 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Qdrant Vector Database and Search Engine Implementation in Rust

0 rewiews
Dive into vector database technology with Qdrant, exploring its architecture, implementation in Rust, and applications in similarity search, matching, and recommendations systems.
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1 Lesons
44 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Embeddings and Similarity Search with Qdrant Vector Database

0 rewiews
Explore vector embeddings and similarity search concepts through hands-on demonstrations using Qdrant database, with practical examples for implementing efficient search solutions.
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4 Lesons
12 minutes
On-Demand
Free-Video
Discover AI

Vectorizing Enterprise Documents for AI and ChatGPT Integration

0 rewiews
Discover how to transform enterprise documents into AI-ready vector formats and integrate external data with ChatGPT/GPT-4 through practical demonstrations and clear examples.
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11 Lesons
22 minutes
On-Demand
Free-Video
Pinecone

Supercharging Semantic Search with Pinecone and Cohere

0 rewiews
Discover how to enhance semantic search applications using Pinecone and Cohere. Learn to create, index, and utilize sentence embeddings for various use cases through an interactive demonstration.
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12 Lesons
56 minutes
On-Demand
Free-Video
Pinecone

Preventing Déjà Vu - Vector Similarity Search for Security Alerts, with Expel and Pinecone

0 rewiews
Explore vector similarity search techniques to combat alert fatigue in cybersecurity, enhancing operational efficiency and decision-making for security analysts.
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7 Lesons
57 minutes
On-Demand
Free-Video
Pinecone

The Rise of Vector Data

0 rewiews
Explore vector data, databases, and similarity search in this insightful presentation, featuring a demo and practical examples for leveraging advanced data structures.
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10 Lesons
24 minutes
On-Demand
Free-Video
James Briggs

Hybrid Search Walkthrough in Pinecone

0 rewiews
Explore hybrid search in Pinecone, combining semantic and keyword search techniques for efficient data retrieval. Learn preprocessing, index creation, and various query methods.
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11 Lesons
17 minutes
On-Demand
Free-Video
Tech with Tim

Python AI Choose Your Own Adventure Game

0 rewiews
Create an AI-powered choose-your-own-adventure game in Python using OpenAI and vector databases. Learn about LLM memory, database integration, and prompt engineering to build an engaging interactive experience.
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12 Lesons
31 minutes
On-Demand
Free-Video
Linux Foundation

AI-Powered Vector Search Engine Weaviate - Introduction and Demo

0 rewiews
Explore Weaviate, an AI-powered vector search engine for unstructured data, featuring scalar search, graph connections, and modular architecture for advanced data retrieval.
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9 Lesons
38 minutes
On-Demand
Free-Video
Linux Foundation

Milvus - Accelerating Approximate Nearest Neighbor Search for Large Scale Datasets

0 rewiews
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

Milvus 2.0 - Building the World's Most Advanced Open-Source Vector Database

0 rewiews
Explore Milvus 2.0, an advanced open-source vector database. Learn its architecture, layers, and applications in ML pipelines, smart property search, product recommendations, and more.
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15 Lesons
35 minutes
On-Demand
Free-Video
Linux Foundation

Evolution of Milvus Cloud-Scalable Vector Database

0 rewiews
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
Rust

Qdrant - A Vector Search Engine in Rust

0 rewiews
Explore vector search engines, their capabilities, and implementation in Rust. Gain insights into neural search, similarity models, and concurrent programming techniques.
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28 Lesons
45 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Distributed Vector Databases - What, Why, and How

0 rewiews
Explore embedding vectors in AI, their database storage, and distributed deployment on Kubernetes. Gain hands-on experience with AI infrastructure and understand key use cases for vector databases.
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1 Lesons
32 minutes
On-Demand
Free-Video
Linux Foundation

Enhancing Apache Cassandra Drivers with Vector Support

0 rewiews
Explore vector support integration in Python, Java, and NodeJS drivers for Apache Cassandra, enabling similarity search and AI applications. Gain insights into technical challenges and future implications.
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1 Lesons
32 minutes
On-Demand
Free-Video
Linux Foundation

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

0 rewiews
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

Streamlining RAG Applications with Pinecone's OSS Framework Canopy

0 rewiews
Explore Canopy, Pinecone's open-source RAG framework for rapid GenAI app development. Learn about automated processes, customization options, and how Canopy simplifies building production-ready applications.
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1 Lesons
27 minutes
On-Demand
Free-Video
Linux Foundation

The Rise of Vector Databases - Lessons from the Milvus Community

0 rewiews
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
echohive

Building a Local SQLite Vector Database for Multi-Modal Image Search

0 rewiews
Build a SQLite vector database for image search using embeddings and GPT Vision, enabling cosine similarity queries to find relevant images based on user input.
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9 Lesons
16 minutes
On-Demand
Free-Video
Pinecone

Live Code Review - Pinecone Vercel Starter Template and Retrieval Augmented Generation

0 rewiews
Explore Pinecone Vercel starter template for building AI chatbots with Retrieval Augmented Generation. Learn about embeddings, vector databases, and web crawling to create more accurate AI applications.
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17 Lesons
36 minutes
On-Demand
Free-Video
Pinecone

Pinecone Vercel Starter Template and RAG - Live Code Review Part 2

0 rewiews
Explore Retrieval Augmented Generation in a production app using TypeScript and Next.js. Learn about document splitting, embedding, context injection, and UI design for improved relevance and auditability.
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27 Lesons
34 minutes
On-Demand
Free-Video
Pinecone

Live Code Review - Pinecone Semantic Search

0 rewiews
Build a semantic search engine with TypeScript, exploring concepts and diving into code. Learn about embeddings, compare search methods, and implement key components like CSV loading and indexing.
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15 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Linux Foundation

The Evolution of Milvus - A Cloud-Native Vector Database

0 rewiews
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
Great Learning

Vector Database Explained - What is Vector Database and How to Use It

0 rewiews
Explore vector databases: storage, similarity comparison, and applications. Learn Euclidean Distance for feature similarity, see real-world uses, and follow a demo using Bollywood movie plots on Replit.
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8 Lesons
14 minutes
On-Demand
Free-Video
Devoxx

A Fun and Absurd Introduction to Vector Databases by Alex Chatzizacharias

0 rewiews
Explore vector databases for AI applications, natural language interfaces, and advanced search capabilities. Learn to translate and query data for text, image, and generative search.
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1 Lesons
46 minutes
On-Demand
Free-Video
pixegami

Python RAG Tutorial - AI for PDFs with Local LLMs

0 rewiews
Build a Python RAG app to query PDFs using AI. Learn advanced topics like local execution, vector DB updates, file handling, and response quality testing.
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9 Lesons
22 minutes
On-Demand
Free-Video
NDC Conferences

Vector Databases - The Simple and Powerful Future of Machine Learning After ChatGPT

0 rewiews
Explore vector databases' potential in machine learning, their real-world applications, and how they complement ChatGPT. Includes hands-on demonstration using open-source tools to showcase practical implementation.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
NDC Conferences

Using Vector Databases for Multimodal Embeddings and Search

0 rewiews
Explore multimodal machine learning for cross-modal search at scale. Learn to implement natural search interfaces using open-source models and vector databases for billion-object retrieval.
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1 Lesons
57 minutes
On-Demand
Free-Video
Tech with Tim

Python AI Agent Tutorial - Build a Coding Assistant with RAG and LangChain

0 rewiews
Build a custom AI coding assistant using Python, RAG, and LangChain. Learn to create a GitHub helper that can query information and assist with coding tasks in under an hour.
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12 Lesons
49 minutes
On-Demand
Free-Video
Docker

Building a Petabyte-Scale Vector Store - Powering Future AGI

0 rewiews
Gain insights for planning and scaling AI applications effectively, focusing on petabyte-scale vector stores to power future artificial general intelligence.
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1 Lesons
48 minutes
On-Demand
Free-Video
Anyscale

Building Scalable Cross-Modal Search with Ray

0 rewiews
Discover how to build a powerful fashion image retrieval system using Ray and Pinecone, enabling efficient text-to-image and image-to-image search with CLIP embeddings and vector similarity.
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1 Lesons
11 minutes
On-Demand
Free-Video
Data Science Conference

Retrieval Augmented Generation - Understanding Semantic Search and LLM-Based Text Generation

0 rewiews
Discover how Retrieval Augmented Generation (RAG) combines semantic search with LLM-based generation to enhance accuracy and reliability in AI responses, featuring practical implementations and tools.
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1 Lesons
31 minutes
On-Demand
Free-Video
Data Science Conference

Retrieval Augmented Generation - Bridging the Gap Between Information Retrieval and NLG

0 rewiews
Explore the fundamentals and applications of Retrieval Augmented Generation (RAG), focusing on how it enhances LLMs through external knowledge integration for improved document processing.
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1 Lesons
23 minutes
On-Demand
Free-Video
Data Science Conference

Under the Hood: Key Algorithms Powering Vector Search - HNSW, LSH, and PQ

0 rewiews
Dive into fundamental algorithms like HNSW, LSH, and PQ that power vector search and AI-driven databases, exploring their technical mechanisms and practical applications.
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1 Lesons
32 minutes
On-Demand
Free-Video
AI Bites

Chunking Strategies for Retrieval Augmented Generation (RAG) with LangChain and LlamaIndex

0 rewiews
Master text chunking techniques for RAG systems using LangChain and LlamaIndex, covering fixed-size, recursive, document, and semantic approaches to optimize LLM performance.
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10 Lesons
17 minutes
On-Demand
Free-Video
AI Bites

Building a RAG Pipeline with LangChain and ChromaDB for Email-Based Chat Applications

0 rewiews
Master practical RAG implementation with LangChain and ChromaDB to build an intelligent email-based chatbot system using vector stores, text splitters, and LLM integration.
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14 Lesons
18 minutes
On-Demand
Free-Video
Data Science Conference

Advanced Search and AI Enhancements for E-commerce Websites

0 rewiews
Discover how to enhance e-commerce websites with AI-powered search capabilities, from semantic search and vector databases to personalization and dynamic pricing implementations.
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1 Lesons
31 minutes
On-Demand
Free-Video
OpenSource Connections

Boosting LLM Accuracy with Entity Resolution-based RAG

0 rewiews
Discover how Entity Resolution enhances RAG systems for LLMs, improving accuracy when handling structured enterprise data like customer records through real-time unified data processing.
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1 Lesons
43 minutes
On-Demand
Free-Video
OpenSource Connections

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

0 rewiews
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
SNIAVideo

Generative AI - Data Architecture with Google AlloyDB and AI

0 rewiews
Discover how Google AlloyDB Omni revolutionizes database management with AI-powered analytics acceleration, PostgreSQL compatibility, and advanced RAG capabilities for optimized OLTP and real-time data processing.
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1 Lesons
25 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Building a RAG Movie Recommendations Chatbot with Qdrant and n8n - No-Code Tutorial

0 rewiews
Learn to build a personalized movie recommendation chatbot using RAG technology, Qdrant Cloud, and n8n's AI starter kit - no coding needed. Create custom filters for genres, themes, and preferences.
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1 Lesons
32 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Building Search and RAG for OpenAPI Specifications

0 rewiews
Discover how to implement vector search and RAG capabilities for OpenAPI specifications, focusing on code summarization, metadata management, and practical UI development techniques.
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8 Lesons
33 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Building a RAG Chatbot with LangChain, OpenAI, and Groq

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Learn to build a RAG-powered chatbot from scratch using LangChain, OpenAI's GPT-3.5-turbo, and Qdrant vector database for enhanced knowledge retrieval and response generation.
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1 Lesons
20 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Production-Scale Retrieval Augmented Generation for Real-Time News Distillation

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Discover how to process millions of news articles daily using open-source tools like Flowdapt, Qdrant, vLLM, and TEI for real-time RAG applications, with insights on scaling, deployment, and startup advantages.
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10 Lesons
34 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Getting Started with DSPy - Building LLM Programs Tutorial

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Discover how to build robust LLM programs using DSPy framework, from basic concepts to creating retrieve-then-read RAG systems with optimized instructions and structured data handling.
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1 Lesons
35 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Building Agents with LlamaIndex and Qdrant - Beyond the Tutorial

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Dive into advanced agent development using LlamaIndex and Qdrant, exploring vector database integration and search engine capabilities for building sophisticated AI solutions.
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1 Lesons
54 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

A Data-Driven Approach to Productionizing RAG Systems

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Discover practical strategies for deploying RAG applications effectively, focusing on data-driven methods and optimization techniques for enhanced performance and reliability.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Vector Search for Content-Based Video Recommendation

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Discover how to implement vector search for video recommendations using Qdrant, exploring practical applications, system architecture, and performance optimization techniques for high-scale platforms.
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1 Lesons
38 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
Qdrant - Vector Database & Search Engine

FastEmbed - Fast and Lightweight Embedding Generation

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Discover how to generate fast, efficient embeddings using FastEmbed library, exploring quantized models and ONNX Runtime for improved throughput and latency in Python applications.
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1 Lesons
32 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Cohere Embed V3: Innovations in Content Quality and Compressed Embeddings

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Discover state-of-the-art embedding models featuring content quality assessment and vector compression techniques, with practical insights on implementation and scaling in vector database setups.
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15 Lesons
25 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

AI-Powered Music Recommendations Based on Mood and Vibe

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Discover how AI and vector embeddings can revolutionize music recommendations by analyzing song vibes and moods through LLMs and transformer models for more personalized listening experiences.
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1 Lesons
28 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Challenges in Using LLM-as-a-Judge for Production Evaluations

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Explore key techniques and challenges in using LLMs as evaluation tools for AI applications, with insights on improving RAG-based systems and implementing production-grade assessments.
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1 Lesons
43 minutes
On-Demand
Free-Video
UofU Data Science

Retrieval Augmented Generation (RAG) - Advances in Generative AI

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Dive into retrieval augmented generation (RAG) to enhance AI systems with external knowledge retrieval, improving accuracy and context awareness in generative AI applications.
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1 Lesons
58 minutes
On-Demand
Free-Video
Discover AI

Visualizing Data Integration Between ChatGPT and Enterprise Systems

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Discover how to integrate enterprise data with ChatGPT through OpenAI plugins, vector stores, and semantic search capabilities, focusing on GPT-4's dynamic data flow and PostgreSQL integration.
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1 Lesons
26 minutes
On-Demand
Free-Video