Comparing LLAMA 3, Phi 3, and GPT-3.5 Turbo AI Agents for Web Search Performance
Benchmark open-source AI models against Perplexity AI in web search performance. Compare Llama 3 70b, GPT-3.5 turbo, and Phi-3 medium using a custom web search agent.
A View in Old and New Machine Learning
Explore old and new machine learning approaches, comparing hierarchical probabilistic models with deep neural networks and examining their unique capabilities and potential combinations.
Building Deep Retrieval Models in Practical Applications
Explore deep retrieval models for efficient web-scale data search, balancing accuracy and computational cost. Learn techniques for training robust models with limited labeled data.
Improving Search Results with Vector Search in Azure Cognitive Search
Discover how to enhance search relevance using semantic and vector search in Azure Cognitive Search, with live expert guidance and interactive Q&A.
Humans and AI: Understanding LLM Impact on Human Decision Making
Explore the synergistic potential between humans and LLMs in decision-making tasks, examining active learning, ML fairness, and collaborative approaches to AI implementation.
Retrieval Augmented Generation and Extractive Summarization Techniques
Dive into advanced natural language processing techniques, exploring RAG systems and extractive summarization methods for enhanced text processing capabilities.
Modular Solutions for Knowledge Management at Scale in RAG Systems
Discover how to build scalable RAG systems with modular document embedding pipelines, focusing on efficient processing, ingestion, and indexing for enterprise-level knowledge management.
LongEval-Retrieval and Building a Web-Scale Privacy-Preserving Search Engine
Discover how to build and evaluate privacy-focused web search engines, exploring dynamic test collections for continuous evaluation and practical insights on creating scalable solutions with limited resources.
A Journey Towards Explainable AI and Its Societal Implications - From Trust Issues to Complex Models
Explore the principles of explainable AI, from feature-based to data-driven models, examining key algorithms like LIME and Shapley while understanding their broader societal impact and applications in search systems.
Research in AI, IR and NLP Interconnections - Applications in Law, Health and Scientometrics
Explore cutting-edge research at UFMG Brazil combining AI, Information Retrieval, and NLP, with applications in law, health, and scientometrics through diverse machine learning techniques.
Perspectives on Evaluating Diverse Open Web Search Applications with TIREx
Dive into the evaluation frameworks for open web search applications, focusing on TIREx implementation, Docker integration, and practical approaches to building reproducible search engine solutions.
Feature Selection and Clustering with a Quantum Annealer - QuantumCLEF 2024
Dive into quantum annealing techniques for feature selection and clustering through hands-on demonstrations and practical implementations for advanced data analysis tasks.
Evaluation Beyond Relevance - Accounting for Credible, Correct and Fair Information
Explore evaluation methods for information systems that address misinformation, fairness, and bias beyond traditional relevance metrics, with practical insights into quantitative measurement approaches.
Solr v1 and v2 APIs - Solr Bootcamp Session 2
Explore Solr v1 and v2 APIs with Solr committers, learning how to contribute to Apache Solr and understanding the differences between API versions.
Lightning Talks on Search Relevance and AI - Haystack US 2024
Explore cutting-edge search and AI topics through lightning talks from Haystack US 2024. Gain insights on information retrieval, LLMs, vector search, semantic search, and more from industry experts.
Complex Agentic RAG Systems - Overcoming Limitations of Traditional RAG
Explore advanced agentic RAG systems with expert Atita Arora, overcoming traditional limitations and revolutionizing information retrieval for AI and machine learning applications.
Speech and Language Processing: Where Have We Been and Where Are We Going - 2003
Explore the past, present, and future of speech and language processing with insights on technological trends, data mining, and shifting priorities in the field.
Qdrant: Open Source Vector Search Engine and Vector Database
Explore Qdrant, an open-source vector search engine and database. Learn its architecture, capabilities, and applications in machine learning and information retrieval.
Weaviate: An Architectural Deep Dive
Explore Weaviate's architecture, delving into its vector database design, scalability features, and innovative approaches to data storage and retrieval in this comprehensive seminar.
Milvus: A Purpose-Built Vector Data Management System
Explore Milvus, a purpose-built vector data management system, and its applications in efficient similarity search and AI-powered data analysis.
pgvector - Stylish Hierarchical Navigable Small World Indexes
Explore efficient vector similarity search using pgvector's Hierarchical Navigable Small World indexes for PostgreSQL databases.