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#Vector Search

Showing: 132 courses
CMU Database Group

ParadeDB - Postgres for Search and Analytics

0 rewiews
Explore ParadeDB's integration of search and analytics capabilities into PostgreSQL, enhancing database functionality for modern applications.
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1 Lesons
59 minutes
On-Demand
Free-Video
OpenSource Connections

Re-Thinking Re-Ranking - Improving Efficiency and Effectiveness in Search Systems

0 rewiews
Explore innovative re-ranking techniques that improve search efficiency and effectiveness. Learn about alternatives to cascading approaches and their impact on vector search and heavy-weight re-rankers.
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1 Lesons
35 minutes
On-Demand
Free-Video
OpenSource Connections

Evaluating Marketplace Search: User Perception vs. Business Metrics

0 rewiews
Explore the balance between precision and recall in e-commerce search, examining user perception, business metrics, and modern techniques like vector search. Learn strategies to optimize search relevance and user experience.
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1 Lesons
44 minutes
On-Demand
Free-Video
OSACon

Building a ChatGPT Data Pipeline with RisingWave Stream Processor and Astra Vector Search

0 rewiews
Discover how to build real-time GenAI pipelines by combining RisingWave's stream processing with Astra's vector embedding and similarity search capabilities for ChatGPT applications.
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1 Lesons
27 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

CFIR: Fast and Effective Long-Text to Image Retrieval for Large Corpora

0 rewiews
Discover innovative techniques for efficient long-text to image retrieval systems, focusing on fast and effective methods for handling large-scale multimedia databases.
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1 Lesons
14 minutes
On-Demand
Free-Video
Open Data Science

Vector Search for Data Scientists - Connor Shorten

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Explore vector search in data science with Connor Shorten, covering Weaviate Vector Search Engine, healthcare applications, and content performance analytics. Gain insights into vector representations and segmentation.
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10 Lesons
44 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
Nvidia

GPU-Acceleration for Pandas, NetworkX, and Apache Spark MLlib - Accelerating Data Science Tools

0 rewiews
Discover GPU-accelerated data science tools for pandas, NetworkX, and Apache Spark MLlib. Learn about RAPIDS cuDF, accelerated data processing, and optimizing machine learning pipelines for enhanced performance and accessibility.
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7 Lesons
21 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
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

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

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

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
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
Microsoft

Building Intelligent Apps with Azure Cosmos DB for AI-Driven Data

0 rewiews
Explore Azure Cosmos DB's role in enabling intelligent apps, featuring case studies from KPMG and Bond Brand Loyalty. Learn about vector search, RAG pattern implementation, improved elasticity, and scaling capabilities.
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1 Lesons
45 minutes
On-Demand
Free-Video
Linux Foundation

Guerilla Tactics for Building Scalable E-Commerce Services with Apache Cassandra, Apache Pulsar, and Vector Search

0 rewiews
Learn to architect high-performing e-commerce services using Apache Cassandra, Pulsar, and Vector Search. Covers data modeling, product navigation, shopping carts, recommendations, and order processing.
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1 Lesons
28 minutes
On-Demand
Free-Video
Linux Foundation

Data = AI: Leading the Future of Gen AI with Apache Cassandra

0 rewiews
Explore how Apache Cassandra powers Gen AI applications, enabling real-time, enterprise-scale data processing for unmatched accuracy and impact in AI-driven solutions.
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1 Lesons
18 minutes
On-Demand
Free-Video
Linux Foundation

AI-Powered Semantic Search with Cassandra: Today and Tomorrow

0 rewiews
Explore AI-driven semantic search using Apache Cassandra, integrating Python and fastText for vector search. Learn current capabilities and future enhancements for efficient natural language processing and AI data solutions.
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1 Lesons
28 minutes
On-Demand
Free-Video
WeAreDevelopers

Java Developer Day - Advanced Topics and Best Practices

0 rewiews
Explore Java's latest advancements with expert talks on virtual threads, sustainable architecture, debugger internals, and GenAI integration, enhancing your development skills and knowledge.
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5 Lesons
5 hours 7 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Finding Relevant Items Using Approximate Nearest Neighbor Search Algorithms

0 rewiews
Explore algorithms for nearest neighbor search, from KD-Trees to modern approaches like HNSW and IVF-PQ, understanding their applications and performance tradeoffs.
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7 Lesons
22 minutes
On-Demand
Free-Video
SNIAVideo

Computational SSD Framework for Unified Semantic Image Retrieval

0 rewiews
Discover how to implement computational SSD frameworks for efficient semantic image retrieval using transformer models, unified embedding formats, and intent-based clustering techniques.
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12 Lesons
20 minutes
On-Demand
Free-Video
Data Science Conference

Augmented Retrieval Products with Generative AI Models

0 rewiews
Discover how to develop and implement augmented retrieval products using Generative AI, from requirements engineering to deployment on Azure, focusing on smart search optimization and feedback integration.
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1 Lesons
35 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
OpenSource Connections

Training High Quality Embedding Models for Production Vector Search

0 rewiews
Master practical techniques for training and optimizing embedding models for production-ready vector search, covering data quality, loss functions, and efficient updating strategies.
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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
Discover AI

LLama 2 and PEFT Documentation - Building Interactive LLM with Retrieval Augmented Generation

0 rewiews
Master building a RAG-enhanced LLM system using Llama 2 through hands-on coding. Learn web scraping, embedding generation, vector indexing, and semantic search to create an AI that leverages external knowledge sources.
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1 Lesons
52 minutes
On-Demand
Free-Video
Discover AI

Creating GPTs with OpenAI's Assistants API - A Practical Guide

0 rewiews
Discover how to leverage OpenAI's Assistants API to build custom GPTs with code interpretation, function calling, and knowledge augmentation through RAG and retrieval capabilities.
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1 Lesons
37 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

Advancements and Challenges in Retrieval-Augmented Generation Systems

0 rewiews
Explore the latest developments in Retrieval-Augmented Generation systems, their real-world applications, and key challenges in implementing AI-powered information retrieval and generation solutions.
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1 Lesons
37 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Building Agents with LlamaIndex and Qdrant - Beyond the Tutorial

0 rewiews
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

Vector Search for Content-Based Video Recommendation

0 rewiews
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

The Bitter Lesson of Retrieval in Generative Language Model Workflows

0 rewiews
Discover how leveraging data and compute in RAG architectures can enhance generative AI applications, with insights from YOKOT.AI's implementation for enterprise data solutions.
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1 Lesons
29 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Insights from Diverse Projects in Image Search and RAG

0 rewiews
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

AI-Powered Music Recommendations Based on Mood and Vibe

0 rewiews
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
David Shapiro ~ AI

Answer Complex Questions From an Arbitrarily Large Set of Documents With Vector Search and GPT-3

0 rewiews
Learn to build a system that answers complex questions from large document sets using vector search and GPT-3, enhancing information retrieval and analysis capabilities.
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27 Lesons
1 hour 3 minutes
On-Demand
Free-Video
James Briggs

Advanced Sentiment Analysis with NLP Transformers and Vector Search

0 rewiews
Learn advanced sentiment analysis techniques using NLP transformers and vector search. Apply these methods to large datasets, generate insights, and create queryable databases for understanding customer perceptions in the hotel industry.
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12 Lesons
25 minutes
On-Demand
Free-Video
James Briggs

GUI-Based Few Shot Classification Model Trainer - Demo

0 rewiews
Discover how to efficiently train classification models using vector search, enabling rapid fine-tuning with minimal labeled data for improved accuracy and targeted results.
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11 Lesons
32 minutes
On-Demand
Free-Video
James Briggs

Spotify's Podcast Search Explained

0 rewiews
Explore Spotify's innovative podcast search system using natural language processing and learn to implement a similar solution with transformer models and vector search techniques.
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15 Lesons
50 minutes
On-Demand
Free-Video
James Briggs

HNSW for Vector Search Explained and Implemented with Faiss - Python

0 rewiews
Demystifying HNSW algorithm for vector similarity search, explaining its foundations, implementation with Faiss, and optimization techniques for top-performing indexes in approximate nearest neighbor searches.
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7 Lesons
35 minutes
On-Demand
Free-Video
James Briggs

Metadata Filtering for Vector Search - Latest Filter Tech

0 rewiews
Explore advanced metadata filtering techniques for vector search, including pre-filtering, post-filtering, and single-stage filtering. Learn to implement efficient filters on massive datasets using Pinecone's solution.
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16 Lesons
34 minutes
On-Demand
Free-Video
Data Science Dojo

Vector Similarity Search

0 rewiews
Explore vector similarity search, its applications in deep learning, and how it revolutionizes search across text, multimedia, and recommendations. Learn from industry experts about implementation and future possibilities.
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13 Lesons
49 minutes
On-Demand
Free-Video
Open Data Science

Vector Search - A Gentle Introduction - Zain Hasan

0 rewiews
Explore vector search technology, its applications in semantic search and recommendation systems, and learn about implementing real-time vector search with CRUD support for production-scale ML models.
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7 Lesons
44 minutes
On-Demand
Free-Video

Wikipedia Vector Search Demo with Weaviate

0 rewiews
Explore semantic search through Wikipedia using Weaviate, featuring demos of vector search, question answering, and applications in various domains like protein folding and natural language processing.
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13 Lesons
24 minutes
On-Demand
Free-Video

Search with Vectors - Simon Hughes

0 rewiews
Explore vector-based search techniques and their applications in modern information retrieval systems for improved accuracy and efficiency.
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1 Lesons
48 minutes
On-Demand
Free-Video
Cohere

Vector Search and Embeddings in Organizations - Harnessing Language Models and Vector Indexing

0 rewiews
Explore vector search, embeddings, and indexing with experts. Learn to leverage large language models for NLP tasks and implement solutions using vector databases in various environments.
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1 Lesons
38 minutes
On-Demand
Free-Video
Elastic

ElasticON Public Sector - The Search for Relevance with Vector Search

0 rewiews
Explore vector search in public sector applications, enabling semantic queries with text, images, and audio. Learn about intelligent discovery and NLP integration in Elastic's search solutions.
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1 Lesons
21 minutes
On-Demand
Free-Video

Vector Search in Elasticsearch 8

0 rewiews
Explore vector search in Elasticsearch 8, covering basics, indexing, efficient search algorithms, and machine learning model integration for advanced similarity-based applications.
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1 Lesons
39 minutes
On-Demand
Free-Video
Microsoft

Vector Search Isn't Enough

0 rewiews
Explore how combining vector search, generative AI, and traditional search approaches with enriched content and secure data retrieval can enhance commercial applications of Large Language Models.
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1 Lesons
44 minutes
On-Demand
Free-Video
MongoDB

Vector Search- Powering the Next Generation of Applications

0 rewiews
Explore Vector Search in MongoDB Atlas, learn core concepts, embedding techniques, and use cases. Includes a demo on vectorizing, inserting, and querying data for semantic similarity.
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11 Lesons
38 minutes
On-Demand
Free-Video
Elastic

ElasticON EMEA - The Search for Relevance with Vector Search

0 rewiews
Explore vector search in Elastic, enabling semantic queries for text, images, and audio. Learn about new intelligent discovery methods and combining vector with traditional search techniques.
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20 Lesons
27 minutes
On-Demand
Free-Video
James Briggs

Pinecone's New Hybrid Search - The Future of Search?

0 rewiews
Explore Pinecone's hybrid search, combining vector and traditional methods for improved relevance and adaptability in semantic search and information retrieval.
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1 Lesons
20 minutes
On-Demand
Free-Video
James Briggs

Vector-Based Methods for Similarity Search - TF-IDF, BM25, SBERT

0 rewiews
Explore three vector-based approaches for language comparison and document similarity: TF-IDF, BM25, and Sentence-BERT. Learn key techniques for building effective search engines in AI and machine learning.
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1 Lesons
29 minutes
On-Demand
Free-Video
James Briggs

Composite Indexes and the Faiss Index Factory

0 rewiews
Explore composite indexes and Faiss Index Factory for optimizing vector search performance, balancing recall, latency, and memory usage in similarity search applications.
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5 Lesons
18 minutes
On-Demand
Free-Video
James Briggs

Using Semantic Search to Find GIFs

0 rewiews
Learn to build a GIF search engine using semantic search, exploring data preparation, vector databases, and querying techniques for more accurate and context-aware results.
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7 Lesons
18 minutes
On-Demand
Free-Video
Pinecone

Vector Search in Retail

0 rewiews
Explore vector search applications in retail, including product recognition and recommendations, with insights on overcoming challenges and leveraging tools like NVIDIA Merlin and Pinecone for impactful implementations.
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14 Lesons
54 minutes
On-Demand
Free-Video
echohive

Recommending the Right Product to Users - JSON Mode without Function Calling

0 rewiews
Explore building a GPT-powered sales agent using JSON mode, with and without RAG, to recommend products based on user preferences through natural conversation.
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5 Lesons
41 minutes
On-Demand
Free-Video
Microsoft

Vector Search and State-of-the-Art Retrieval for Generative AI Apps

0 rewiews
Explore vector search, hybrid search, and reranking models for improved knowledge retrieval in Generative AI apps. Includes live code demos and evaluation insights on retrieval quality.
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1 Lesons
40 minutes
On-Demand
Free-Video
Docker

Bring Your App into the AI-Age with Weaviate and Docker - DockerCon 2023

0 rewiews
Explore integrating AI capabilities into your applications using Weaviate and Docker. Learn about vector databases, LLMs, and overcoming hallucination through Retrieval Augmented Generation for AI-powered features.
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1 Lesons
34 minutes
On-Demand
Free-Video
Linux Foundation

Enter the Brave New World of GenAI with Vector Search

0 rewiews
Explore GenAI's evolution, key concepts, and the role of Vector Search in this new era of computing. Learn about LLMs, NLP, and Vector DBs, with a demo showcasing Vector Search implementation.
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1 Lesons
33 minutes
On-Demand
Free-Video
Linux Foundation

Retrieval Augmentation and Semantic Search at Scale

0 rewiews
Explore vector search, retrieval-augmented generation, and scaling challenges. Learn from benchmarks, AI pre-training experiments, and serving billions of vectors. Discover optimal GPU choices and efficient search result serving methods.
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1 Lesons
32 minutes
On-Demand
Free-Video
Devoxx

Unleashing the Power of Vector Search and Semantic Caching in Java

0 rewiews
Explore vector search and semantic caching in Java using Redis OM, enabling efficient AI-powered applications with seamless integration of OpenAI, Hugging Face, LangChain, and LlamaIndex.
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1 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

From Insanity to Ingenuity: Seven Practical Tips for Navigating the AI Storm in DBaaS Evolution

0 rewiews
Explore AI's impact on DBaaS evolution with seven practical tips. Learn about LLMs, data quality, storage management, and innovative trends shaping the future of cloud-native databases and developer workflows.
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1 Lesons
38 minutes
On-Demand
Free-Video
LLMOps Space

Vector and Keyword Search for Enhanced LLM Performance

0 rewiews
Explore hybrid search techniques combining keyword and vector algorithms to enhance LLM performance, including metadata filtering, TF/IDF ranking, and advanced vector search methods.
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1 Lesons
53 minutes
On-Demand
Free-Video
The ASF

Vector Search at Uber - Implementing and Scaling KNN Search with Apache Lucene

0 rewiews
Explore Uber's implementation of Vector Search using Apache Lucene, enabling semantic search and Gen AI support. Learn about HNSW algorithm integration, live vector updates, and scalability optimizations.
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1 Lesons
24 minutes
On-Demand
Free-Video
Devoxx

Enter the Brave New World of GenAI with Vector Search

0 rewiews
Explore the intersection of GenAI and vector search, uncovering innovative applications and potential impacts on various industries. Learn about cutting-edge technologies shaping the future of AI-driven search and data analysis.
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1 Lesons
57 minutes
On-Demand
Free-Video
EuroPython Conference

Serverless Billion-Scale Vector Search for AI Applications

0 rewiews
Explore low-latency vector search on billion-scale datasets using LanceDB, an open-source solution for modern AI workflows like recommendation systems and LLM-based applications.
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1 Lesons
26 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

Retriever Strategies for RAG (Retrieval Augmented Generation)

0 rewiews
Dive into effective Retriever strategies for RAG implementation in enterprise data, focusing on optimizing LLM performance and reducing hallucinations.
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1 Lesons
19 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

마이데이터 기반의 AI 금융 비서 - Private LLM과 보안 아키텍처

0 rewiews
Explore SKT's innovative AI financial assistant service architecture, featuring Private LLM, LangChain, and Vector search technologies, with insights on securing sensitive MyData information.
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1 Lesons
23 minutes
On-Demand
Free-Video
Data Science Conference

Similarity Search - Taking Your Search Engine to the Next Level

0 rewiews
Dive into advanced similarity search techniques and AWS services for enhancing search engine capabilities, understanding observability, monitoring, and telemetry implementation.
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1 Lesons
26 minutes
On-Demand
Free-Video
Data Science Conference

Transforming the Search Industry with LLMs Using Source Frontier

0 rewiews
Explore how Source Frontier technology enhances LLMs' capabilities by combining traditional search engine strengths with AI-powered content generation for more accurate and validated information retrieval.
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1 Lesons
20 minutes
On-Demand
Free-Video
Conf42

The Power of GenAI: Generate Growth and Innovation with Data

0 rewiews
Explore how GenAI and data drive innovation, growth, and personalized experiences. Learn about RAG, vector embeddings, and building data foundations for AI applications.
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21 Lesons
25 minutes
On-Demand
Free-Video
The ASF

Cassandra Vector Search Performance Tuning

0 rewiews
Explore Cassandra 5.0's vector search capabilities, benchmark performance against other databases, and learn optimization strategies for enhanced accuracy and efficiency.
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1 Lesons
11 minutes
On-Demand
Free-Video
Confluent

Accelerating Path to Production for Generative AI-powered Applications

0 rewiews
Leverage large language models and real-time data to build intelligent applications with improved accuracy using Retrieval Augmented Generation. Explore AI-driven experiences and vector search capabilities.
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1 Lesons
20 minutes
On-Demand
Free-Video
Google Cloud Tech

Vertex AI Embeddings API and Matching Engine - Grounding LLMs for Enterprise Use

0 rewiews
Explore grounding LLMs using Vertex AI Embeddings API and Matching Engine. Learn key concepts for building reliable generative AI services in enterprise environments.
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5 Lesons
12 minutes
On-Demand
Free-Video
Google Cloud Tech

BigQuery Vector Search and Embedding Generation for Semantic Analysis

0 rewiews
Unlock semantic search with BigQuery: transform unstructured data into embeddings, enabling powerful analysis and connections beyond traditional keyword searches.
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1 Lesons
10 minutes
On-Demand
Free-Video
Google Cloud Tech

Redefining Vector Search for Generative AI Application Development

0 rewiews
Explore cutting-edge vector search algorithms for generative AI apps, leveraging Google's decade of research for enterprise-scale solutions.
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1 Lesons
23 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Co-design Hardware and Algorithm for Vector Search

0 rewiews
Explore hardware-algorithm co-design for efficient vector search on FPGAs, enhancing performance in large-scale information retrieval and machine learning systems.
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1 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Transcribed Audios Automatic Checklist Using Generative AI - Databricks Talk

0 rewiews
Automatiza avaliação de interações com clientes usando IA generativa, transcrevendo áudios e criando checklists, melhorando eficiência e experiência do cliente no setor de seguros.
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1 Lesons
13 minutes
On-Demand
Free-Video
Databricks

Vector Search Over Complex Semi-Structured Data

0 rewiews
Explore production-grade vector search systems combining unstructured and structured data, with focus on user objectives and feedback loops for improved results in various applications.
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1 Lesons
21 minutes
On-Demand
Free-Video
Databricks

Introduction to Retrieval Augmented Generation (RAG) and Implementation with Databricks

0 rewiews
Discover RAG's potential to enhance AI applications with external knowledge sources. Learn implementation steps using Databricks for more intelligent, context-aware AI solutions.
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1 Lesons
28 minutes
On-Demand
Free-Video
Mervin Praison

TxtAI - Simplifying RAG and Semantic Search with an All-in-One Embeddings Database

0 rewiews
Explore TxtAI: all-in-one solution for semantic search, LLM orchestration, and language model workflows. Learn embeddings, indexing, and advanced text processing techniques.
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15 Lesons
13 minutes
On-Demand
Free-Video
JSConf

Privacy-Friendly Applications with Ollama, Vector Functions, and LangChainJS

0 rewiews
Explore building privacy-focused AI applications using Ollama for local LLMs, vector functions for efficient searches, and LangChainJS for versatile agents, ensuring data stays on your device.
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1 Lesons
29 minutes
On-Demand
Free-Video
React Conferences by GitNation

Full Stack Development Using Oracle 23ai - React Summit 2024

0 rewiews
Explore full-stack development with Oracle 23ai, covering database layers, Parse Server backend, and React Native frontend. Learn about vector search, property graphs, and JavaScript stored procedures.
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1 Lesons
23 minutes
On-Demand
Free-Video
Google Cloud Tech

Grounding for Gemini with Vertex AI Search and DIY RAG

0 rewiews
Integrate Gemini, multimodal embeddings, and vector search to build a production-ready RAG system for enhanced generative AI grounding.
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1 Lesons
36 minutes
On-Demand
Free-Video
Google Cloud Tech

Unleash the Power of Vector Search and Multimodal Embeddings in BigQuery

0 rewiews
Generate and search multimodal embeddings in BigQuery for enhanced data exploration, pattern recognition, and clustering, leading to faster insights and decision-making.
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1 Lesons
41 minutes
On-Demand
Free-Video
James Briggs

Product Quantization for Vector Similarity Search - Python

0 rewiews
Learn to compress high-dimensional vectors using product quantization, reducing memory usage by 97% and improving search speeds by 92x. Includes Python implementation and visualization techniques.
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7 Lesons
30 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Building Arcane - A Retrieval-Augmented Generation System for Investment Policies

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Discover how to build Arcane, a RAG system that revolutionizes policy retrieval in financial institutions, boosting productivity through AI-powered document search and information extraction.
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1 Lesons
31 minutes
On-Demand
Free-Video
Tech Field Day

Elasticsearch Vector Database - Introduction to Vector Search and HNSW Algorithm

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Dive into Elasticsearch's evolution from a search engine to a powerful vector database, exploring HNSW algorithms, vector compression, and hybrid search capabilities for enhanced data retrieval.
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1 Lesons
46 minutes
On-Demand
Free-Video
DevOpsDays Tel Aviv

Leveraging Vector Databases for Advanced Search

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Dive into vector databases, embedding techniques, and advanced search algorithms, exploring AWS solutions for implementing efficient vector-based search systems and quantization methods.
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1 Lesons
32 minutes
On-Demand
Free-Video
Conf42

A Gentle Introduction to Vector Databases

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Explore vector databases, semantic search, and machine learning models for unstructured data processing. Learn about Weaviate and see a practical demo of vector search in action.
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16 Lesons
45 minutes
On-Demand
Free-Video
OpenSource Connections

Where Vector Search is Taking Us

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Explore vector search options, components, and future prospects with industry expert Dmitry Kan in this keynote address from Haystack EU 2022.
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1 Lesons
48 minutes
On-Demand
Free-Video
OpenSource Connections

Fine-tuning Methods for Vector Search in Semantic Search and QA Applications

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Explore fine-tuning methods for vector search in semantic search and QA applications. Learn when to use different techniques based on data availability and use cases.
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12 Lesons
36 minutes
On-Demand
Free-Video
OpenSource Connections

Lowering the Entry Threshold for Neural Vector Search - Applying Similarity Learning

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Explore similarity learning for efficient neural search implementation, reducing data requirements and training time while addressing domain-specific challenges.
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1 Lesons
33 minutes
On-Demand
Free-Video
OpenSource Connections

Vectorize Your E-commerce Search

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Discover how vector search enhances e-commerce, solving misspellings and boosting relevance. Learn about Chorus's new vector capabilities for improved search experiences.
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1 Lesons
31 minutes
On-Demand
Free-Video
OpenSource Connections

Dive into NLP with the Elastic Stack

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Explore practical NLP applications using Elasticsearch, including semantic vectorization, semantic search, named entity recognition, multimodal search, and automatic classification.
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1 Lesons
46 minutes
On-Demand
Free-Video
OpenSource Connections

Vector Search for Clinical Decisions

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Explore EBSCO's journey in implementing vector search for clinical decision support, addressing challenges in precision and recall for complex medical queries.
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1 Lesons
47 minutes
On-Demand
Free-Video