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#Semantic Search

Showing: 126 courses
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
Association for Computing Machinery (ACM)

Large Language Models and Future of Information Retrieval: Opportunities and Challenges - Lecture 1

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Explore the impact of large language models on information retrieval, discussing future opportunities and challenges in search technology.
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1 Lesons
24 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Generative Retrieval via Term Set Generation - The Future of Search with LLMs

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Explore generative retrieval techniques using term set generation for advanced search capabilities with large language models.
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1 Lesons
13 minutes
On-Demand
Free-Video
Microsoft

What's New in Cognitive Search and Cool Frameworks with PyTorch - Episode 5

0 rewiews
Explore Azure Cognitive Search's semantic capabilities, PyTorch frameworks, and a Rock Paper Scissors project in this informative session covering AI advancements and practical applications.
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7 Lesons
2 hours 4 minutes
On-Demand
Free-Video
Simons Institute

Private Retrieval-Augmented Generation: Secure Search Systems for LLMs

0 rewiews
Explore secure Retrieval-Augmented Generation through Compass, a cryptographic system enabling private semantic search with high accuracy while protecting sensitive data and queries.
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1 Lesons
57 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J: Knowledge Graph, Semantic Search, and Topic Extraction with Langchain and Phi3 - Part 1

0 rewiews
Aprende a crear una base de conocimientos gráfica con Neo4J, extrayendo temas y palabras clave de textos mediante Langchain y el modelo Phi3 de Microsoft.
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1 Lesons
47 minutes
On-Demand
Free-Video
James Briggs

FAISS - Introduction to Similarity Search

0 rewiews
Explore efficient similarity search with Facebook AI Similarity Search (FAISS). Learn implementation, options, and how FAISS enhances semantic search speed.
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12 Lesons
32 minutes
On-Demand
Free-Video
Open Data Science

Building an Image Search Service from Scratch - Matthew Rubashkin, PhD - ODSC West 2018

0 rewiews
Learn to build a semantic image search model from scratch, covering representation techniques for image and text data, and efficient similarity search methods for datasets of any size.
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18 Lesons
40 minutes
On-Demand
Free-Video
Shaw Talebi

Building Machine Learning Solutions with Python - Code Walkthrough

0 rewiews
Develop a semantic search tool for YouTube videos using Python, focusing on experimentation, evaluation, and UI building in machine learning solutions.
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10 Lesons
45 minutes
On-Demand
Free-Video
The ASF

Hybrid Search with Apache Solr

0 rewiews
Explore hybrid search in Apache Solr, combining lexical and neural approaches. Learn techniques, pros/cons, and future developments for enhanced search capabilities.
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1 Lesons
28 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Recent Developments in Neural Search

0 rewiews
Explore cutting-edge neural methods for semantic search, improving text search quality with pre-trained transformer networks and advanced deployment techniques.
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1 Lesons
47 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

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

Building a Semantic Search App for Music Using Qdrant Cloud

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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

Image Classification with Qdrant Vector Semantic Search for Medical Diagnosis

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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
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
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
James Briggs

How to Build a Q&A Reader Model in Python - Open-Domain QA

0 rewiews
Learn to build an open-domain question-answering system in Python, covering data preprocessing and model fine-tuning for efficient information retrieval from large datasets.
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1 Lesons
25 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
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
Data Science Conference

Verif.ai - A Trustworthy Scientific Generative Search Engine

0 rewiews
Discover how Verif.ai combines information retrieval, generative models, and verification engines to create a trustworthy scientific search system that delivers referenced, verifiable answers.
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1 Lesons
27 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
AI Bites

Improving RAG Pipelines with Contextual Information Retrieval

0 rewiews
Master advanced RAG techniques by exploring hybrid approaches combining semantic embeddings with TF-IDF and BM25, plus learn about Anthropic's Contextual Retrieval method for enhanced performance.
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12 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
Discover AI

Evaluating LLM Embeddings for Information Retrieval and Multilingual Applications

0 rewiews
Explore the latest evaluation of LLM embedding APIs, focusing on OpenAI and Cohere's performance in domain generalization and multilingual retrieval capabilities for information retrieval tasks.
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5 Lesons
20 minutes
On-Demand
Free-Video
Discover AI

Feature Vectors - Understanding BERT and SBERT Transformer Models

0 rewiews
Dive into feature vectors and their crucial role in BERT and SBERT transformer models, exploring vectorization techniques, Python implementation, and practical applications in NLP.
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5 Lesons
19 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Cohere Embed V3: Innovations in Content Quality and Compressed Embeddings

0 rewiews
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
Discover AI

From Documents to Vectors: Understanding ChatGPT's Technical Architecture with OpenAI Plugins

0 rewiews
Dive into the technical architecture of ChatGPT plugins, exploring vector databases, API endpoints, and real-time data retrieval methods for enhanced AI capabilities.
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10 Lesons
20 minutes
On-Demand
Free-Video
BasisTech

Scaling Conceptual Semantic Search to Terabytes

0 rewiews
Scaling semantic search for enterprise performance: methods to achieve 500M comparisons per second on commodity hardware, with focus on alerting platforms for data ingestion and analysis.
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12 Lesons
33 minutes
On-Demand
Free-Video
USC Information Sciences Institute

From NLP to NLU: Why We Need Varied, Comprehensive, and Stratified Knowledge - Neuro-Symbolic AI

0 rewiews
Explore the importance of knowledge in AI systems for improved language understanding, addressing challenges in generative AI, and enhancing neuro-symbolic approaches for safer, more explainable AI.
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9 Lesons
55 minutes
On-Demand
Free-Video
Conf42

The Future of Search - Empowering Semantic Search with LLMs

0 rewiews
Explore the evolution of search technology, focusing on vector databases and LLMs. Learn about semantic search setup, real-world applications, and see a practical demonstration.
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9 Lesons
14 minutes
On-Demand
Free-Video
David Shapiro ~ AI

Stress Testing Qdrant - Semantic Search with 90,000 Vectors - Lightning Fast Search Microservice

0 rewiews
Explore stress testing Qdrant for semantic search with 90,000 vectors. Learn to set up TensorFlow, generate data, and evaluate search efficiency in this hands-on tutorial.
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15 Lesons
35 minutes
On-Demand
Free-Video
David Shapiro ~ AI

Semantic Search for AI - Testing Out Qdrant Neural Search

0 rewiews
Explore semantic search implementation using Qdrant, covering Docker setup, data cleaning, microservice creation, and leveraging sentence embeddings for improved AI-powered search capabilities.
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14 Lesons
33 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

Train Sentence Transformers by Generating Queries - GenQ

0 rewiews
Learn to train sentence transformers using GenQ, a technique that generates synthetic queries for effective bi-encoder models in semantic search, with practical code walkthroughs and implementation insights.
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10 Lesons
27 minutes
On-Demand
Free-Video
James Briggs

How to Build a Q&A AI in Python - Open-Domain Question-Answering

0 rewiews
Learn to build an open-domain question-answering AI in Python, covering retriever training, fine-tuning, evaluation, vector database setup, and querying techniques for natural language interfaces.
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10 Lesons
39 minutes
On-Demand
Free-Video
James Briggs

Question-Answering in NLP - Extractive QA and Abstractive QA

0 rewiews
Explore question-answering in NLP, covering extractive and abstractive QA techniques. Learn about semantic search, ODQA, SQuAD format, and various QA approaches for efficient information retrieval and processing.
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10 Lesons
48 minutes
On-Demand
Free-Video
The Full Stack

Foundation Models - FSDL 2022

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Explore Transformers, Large Language Models, prompt engineering, and innovative applications like CLIP and image generation in this comprehensive overview of foundation models.
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7 Lesons
1 hour
On-Demand
Free-Video
James Briggs

GPT 4 - Superpower Results With Search

0 rewiews
Enhance GPT-4's capabilities with retrieval augmentation, using Pinecone vector database to provide up-to-date information and reduce hallucinations in AI-generated responses.
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11 Lesons
27 minutes
On-Demand
Free-Video
Elvis Saravia

Ways to Solve Neural Search With Jina

0 rewiews
Explore neural search techniques, from basics to advanced applications, using Jina for text, audio, and video. Learn to build efficient, scalable search engines with practical insights.
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21 Lesons
1 hour 19 minutes
On-Demand
Free-Video
James Briggs

Llama Index 101 with Vector DBs and GPT 3.5

0 rewiews
Explore Llama-index with Pinecone vector database for semantic search and LLM retrieval augmentation. Learn about Documents, Nodes, vectorstore objects, and making queries in this practical tutorial.
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8 Lesons
19 minutes
On-Demand
Free-Video
Data Science Dojo

Large Language Models Bootcamp Information Session

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Comprehensive introduction to building LLM-powered applications, covering foundations, advanced techniques, and hands-on projects. Ideal for AI enthusiasts and professionals seeking practical skills in generative AI.
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20 Lesons
51 minutes
On-Demand
Free-Video
Open Data Science

Vector Search - A Gentle Introduction - Zain Hasan

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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
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
Pinecone

Next-Level Learning - Semantic Search & Generative AI in Education

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Discover how semantic search and generative AI revolutionize education, enhancing personalized learning experiences and addressing challenges in EdTech for improved student outcomes.
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9 Lesons
27 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

Cohere AI's LLM for Semantic Search in Python

0 rewiews
Learn to implement semantic search using Cohere's LLM for generating embeddings and Pinecone for vector indexing. Explore practical applications in NLP and efficient text data search.
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9 Lesons
15 minutes
On-Demand
Free-Video
James Briggs

OpenAI's New GPT 3.5 Embedding Model for Semantic Search

0 rewiews
Learn to use OpenAI's new embedding model for semantic search, including API integration, vector indexing with Pinecone, and implementing search queries for NLP applications.
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10 Lesons
16 minutes
On-Demand
Free-Video
James Briggs

NER Powered Semantic Search in Python

0 rewiews
Learn to implement NER-powered semantic search in Python using Transformers, Sentence Transformers, and Pinecone. Explore dataset preparation, entity creation, embedding generation, and querying techniques for efficient information retrieval.
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8 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
Pinecone

Search Like You Mean It - Semantic Search with NLP and a Vector Database

0 rewiews
Explore semantic search using NLP and vector databases in this hands-on workshop. Learn to build efficient search applications with practical examples and expert insights.
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5 Lesons
1 hour
On-Demand
Free-Video
Linux Foundation

Building Knowledge Graphs

0 rewiews
Explore the power of knowledge graphs in data management, their applications, and strategies for successful implementation in semantic search, recommendation systems, and data fabric.
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1 Lesons
44 minutes
On-Demand
Free-Video
Open Data Science

Semantic Search: Revolutionizing Information Retrieval - Nils Reimers

0 rewiews
Explore semantic search's power to enhance retrieval accuracy using pre-trained transformer networks. Learn how it overcomes lexical limitations and improves multilingual search efficiency across 100+ languages.
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8 Lesons
25 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Memoro: Using Large Language Models for Real-Time Memory Augmentation

0 rewiews
Explore Memoro, a wearable audio-based memory assistant using LLMs for minimal disruption in real-time conversations, enhancing recall confidence and reducing device interaction time.
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1 Lesons
15 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
Data Science Dojo

Vector Embeddings for Semantic Search Made Easy with Practical Tips

0 rewiews
Explore vector embeddings for semantic search, learning techniques to create meaningful representations, efficient similarity search algorithms, and practical strategies for enhanced information retrieval.
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1 Lesons
59 minutes
On-Demand
Free-Video
Devoxx

Generative AI for Data Platforms - Cutting to the Chase

0 rewiews
Explore AI-infused lakehouses: integrating generative AI with data platforms for enhanced code generation, natural language queries, and semantic search. Includes live demo of IoT event processing.
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1 Lesons
47 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
Microsoft

Go Limitless - with Azure Data & AI

0 rewiews
Discover Azure's latest innovations in data and AI services, offering limitless scale and possibilities for hybrid data, analytics, AI democratization, and data governance.
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6 Lesons
27 minutes
On-Demand
Free-Video
React Conferences by GitNation

Semantic Search through the Complete Wikipedia with Weaviate’s GraphQL API

0 rewiews
Explore semantic search capabilities using Weaviate's GraphQL API to navigate the entire Wikipedia dataset, enhancing information retrieval and knowledge discovery.
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1 Lesons
17 minutes
On-Demand
Free-Video
James Briggs

Hugging Face Datasets - Dataset Builder Scripts for Beginners

0 rewiews
Learn to create and manage dataset builder scripts for Hugging Face, including download management, Apache Arrow datatypes, and integration with popular machine learning frameworks for efficient model training and fine-tuning.
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9 Lesons
23 minutes
On-Demand
Free-Video
James Briggs

How to Learn NLP for Beginners

0 rewiews
Comprehensive guide to self-learning NLP, covering foundational ML concepts, neural networks, modern NLP techniques, and practical projects. Includes curated resources and course recommendations for beginners.
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16 Lesons
23 minutes
On-Demand
Free-Video
Devoxx

The Capabilities of Semantic Search

0 rewiews
Explore semantic search capabilities with the Jina framework, covering symbolic vs. semantic approaches and practical applications for various data types.
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9 Lesons
22 minutes
On-Demand
Free-Video
Data Science Conference

The Geometry of Intelligence in Large Question-Answering Systems

0 rewiews
Explore the architectural principles behind large-scale QA systems, focusing on vector representations of natural language and practical implementation through the yottaanswers.com platform.
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1 Lesons
26 minutes
On-Demand
Free-Video
Data Science Conference

Business Intelligence Toolkit Powered by Natural Language Processing

0 rewiews
Discover how NLP methods power a BI toolkit for arts and culture, featuring keyword extraction, text classification, and impact analysis through geo-referenced visualization for social value creation measurement.
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1 Lesons
20 minutes
On-Demand
Free-Video
Data Science Conference

Boosting Cybersecurity Awareness with Transformer Models for Threat-Informed Defense

0 rewiews
Discover how transformer models and semantic search enhance cybersecurity by linking vulnerabilities to adversarial tactics, enabling better threat detection and proactive defense measures.
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1 Lesons
21 minutes
On-Demand
Free-Video
OpenSource Connections

A Practical Approach for Few Shot Learning with SetFit - Haystack EU 2023

0 rewiews
Explore SetFit for few-shot learning in classification and ranking, with a focus on legal research applications. Discover its potential to outperform GPT-3 in label-scarce settings.
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1 Lesons
28 minutes
On-Demand
Free-Video
Shaw Talebi

Text Embeddings, Classification, and Semantic Search with Python Code

0 rewiews
Explore text embeddings for classification and semantic search with Python. Learn to transform text into computable vectors for powerful NLP applications.
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7 Lesons
25 minutes
On-Demand
Free-Video
Shaw Talebi

How to Deploy Machine Learning Solutions with FastAPI, Docker, and AWS

0 rewiews
Deploy ML solutions using FastAPI, Docker, and AWS with a simple 3-step approach. Learn to create APIs, containerize applications, and deploy on cloud platforms for efficient machine learning deployment.
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10 Lesons
29 minutes
On-Demand
Free-Video
SQLBits

AI-Driven Data Enrichment with Azure Cognitive Search

0 rewiews
Harness Azure Cognitive Search to enrich data, extract insights from documents, and leverage AI-driven capabilities for improved information retrieval and analysis.
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10 Lesons
19 minutes
On-Demand
Free-Video
NullSafe Architect

Tutorial de Bases de Datos Vectoriales, LangChain y ChatGPT

0 rewiews
Aprende a integrar bases de datos vectoriales, LangChain y ChatGPT para crear aplicaciones de IA avanzadas y eficientes.
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1 Lesons
22 minutes
On-Demand
Free-Video
Confreaks

React Native Local First Semantic Search - How to Run AI Locally

0 rewiews
Implement high-performance local-first semantic search in React Native using AI models. Turn text into embedding vectors for rapid querying in multi-dimensional indexes.
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1 Lesons
22 minutes
On-Demand
Free-Video
Google Cloud Tech

Harnessing the Power of Generative AI to Deliver Next-Gen Search Experiences

0 rewiews
Explore how generative AI and semantic search revolutionize search engines, enabling deep understanding of user queries and AI-driven experiences. Learn about Enterprise Search tools for advanced question-answering capabilities.
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1 Lesons
16 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
John Savill's Technical Training

Understanding Generative AI: RAG, Semantic Search, Embeddings, and Vectors

0 rewiews
Explore key Generative AI concepts like RAG, semantic search, embeddings, and vectors. Understand their importance in leveraging AI with your data for improved information retrieval and processing.
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11 Lesons
29 minutes
On-Demand
Free-Video
MLOps.community

Solving LLM Data Problems with Vector Databases - Part 2

0 rewiews
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
Data Centric

Enterprise Jargon and RAG Systems - Effective Tactics for Improved Performance

0 rewiews
Discover effective tactics to enhance RAG and retrieval systems for handling enterprise jargon, improving LLM-powered tools and applications for businesses.
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1 Lesons
29 minutes
On-Demand
Free-Video
Databricks

Databricks Vector Search - What, Why and How

0 rewiews
Explore Databricks Vector Search for enhancing GenAI applications with semantic search capabilities, addressing challenges in scalability, accuracy, and production deployment.
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1 Lesons
27 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

GenAI-Powered Media Dynamics: Leveraging LLMs for Personalized Content Engagement

0 rewiews
Explore Fox's innovative use of custom LLMs for personalized media content, including video transcription insights, semantic search, and curated recommendations, revolutionizing digital engagement.
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1 Lesons
22 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
SF Python

Embeddings - What They Are and Why They Matter

0 rewiews
Discover how embeddings work in machine learning, from basic concepts to practical applications in semantic search and content relationships, with hands-on examples and implementation techniques.
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1 Lesons
39 minutes
On-Demand
Free-Video
Conf42

A Gentle Introduction to Vector Databases

0 rewiews
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

0 rewiews
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

0 rewiews
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

Vectorize Your E-commerce Search

0 rewiews
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

A Cheap Trick for Semantic Question Answering for GPU-Challenged Systems

0 rewiews
Explore a cost-effective approach to semantic question answering using LLMs during indexing, combining text and vector matching for efficient search without GPU requirements.
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1 Lesons
46 minutes
On-Demand
Free-Video
OpenSource Connections

Learning to Hybrid Search: Combining BM25, Neural Embeddings, and Customer Behavior

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Combine BM25, neural embeddings, and customer behavior for ultimate ranking. Compare traditional, LTR, and neural search approaches in e-commerce using Amazon's ESCI dataset.
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1 Lesons
46 minutes
On-Demand
Free-Video
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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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46 minutes
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Better Semantic Search with Hybrid Sparse-Dense Search - Haystack US 2023

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Explore hybrid search techniques combining sparse and dense embedding models to enhance semantic search accuracy and effectiveness in various scenarios.
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46 minutes
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Navigating Neural Search: Avoiding Common Pitfalls

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Explore neural search, text embedding models, and vector retrieval. Learn to choose models based on language, task alignment, accuracy, and cost-effectiveness. Understand potential pitfalls in embedding retrieval.
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1 Lesons
42 minutes
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Evaluating Embedding-Based Retrieval Beyond Historical Search Results

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Explore methods to evaluate embedding-based retrieval quality using organizational knowledge, improving relevance and expanding recall for e-commerce search beyond historical data.
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1 Lesons
30 minutes
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CLAP With Me: Step-by-Step Semantic Search on Audio Sources

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Explore CLAP for semantic search on audio data. Learn to build an application generating CLAP embeddings, indexing to Opensearch, and implementing audio-based semantic queries.
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1 Lesons
42 minutes
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Retro Relevance: Lessons Learned Balancing Keyword and Semantic Search

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Explore strategies for enhancing search relevance by combining traditional keyword-based methods with semantic search, addressing limitations and improving user satisfaction.
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1 Lesons
49 minutes
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Chat With Your Data - A Practical Guide to Production RAG Apps

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Learn to build production-ready RAG applications with insights from Moody's rapid development. Gain strategies for embedding, relevance measurement, cost management, and team organization for impactful AI-driven data interaction.
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1 Lesons
47 minutes
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Personalizing Search Using Multimodal Latent Behavioral Embeddings

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Explore personalized search using multimodal latent behavioral embeddings. Learn to integrate user behavior into modern search retrieval pipelines for RAG and end-user search, enhancing relevance and user experience.
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1 Lesons
45 minutes
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Free-Video