Beyond the Known: Exploratory and Diversity Search with Vector Embeddings - Haystack EU 2023
Explore innovative strategies for exploratory and diverse search using vector embeddings, enhancing user experiences beyond traditional search paradigms.
Using Vector Databases to Scale Multimodal Embeddings, Retrieval and Generation
Explore scaling multimodal embeddings, retrieval, and generation using vector databases. Learn cross-modal search techniques and guide large language models with real-time retrieval.
Combining Inverted and ANN Indexes for Efficient Hybrid Search at Scale
Explore challenges and solutions for integrating inverted and ANN indexes in search engines, optimizing hybrid search systems for efficiency and scalability.
Expanding RAG with Multimodal Capabilities - Haystack US 2024
Explore multimodal RAG workflows for enhanced retrieval and generation, incorporating text, tables, and images. Live demo showcases PDF processing, vector database usage, and LLM-enriched responses.
Personalizing Search Using Multimodal Latent Behavioral Embeddings
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.
Splitting Monolith Applications to Microservices: Gains and Challenges from Practical Experience
Explore practical cases of splitting monolith applications into microservices, focusing on e-commerce and financial domains using Spring Boot, MongoDB, and Kafka.
Introduction to Databases - Foundational Concepts and Business Applications
Gain foundational knowledge of databases, their structure, and applications in solving real-world problems. Explore data types, analytics cubes, and structured data formats.
Introduction to Graph Databases
Explore graph databases, their comparison to relational databases, and ideal use cases. Learn about property graphs and gain resources for further study in this informative introduction.
Introduction to SQL - Basics, Schema Objects, and Querying Databases
Learn SQL basics, schema objects, tables, and key syntax for querying databases with live examples from a Mars Petcare Data Engineer.
Building Vector-Powered Products with User Embeddings
Explore vector embeddings for user modeling, learn vector ops, and discover applications in recommender systems and bot detection. Gain insights from real-world deployments.
10 Data Science Uberhacks to Turbocharge Your Workflow
Discover 10 powerful data science techniques to dramatically boost productivity and efficiency in your workflow.
Graphs Are Everywhere - Understanding Graph Databases and Social Graphs
Explore graph databases and their applications in social networks, analytics, and decision-making. Learn about their scalability, performance, and advantages over traditional databases for interconnected data.
Building RAG Systems with Mixed Numeric and Text Data - Workshop
Learn to build high-performing RAG systems by combining numeric and text data embeddings. Explore efficient retrieval techniques for LLMs and improve chatbot performance using an HR policy example.
How We Built GLIDE - A Highly Reliable Multi-language Client for Valkey and Redis OSS
Explore GLIDE's design for connecting applications to Valkey and Redis OSS-compatible services. Learn about its development and benefits for operational excellence.
Dungeons, Dragons, and Graph Databases
Explore graph databases through a D&D-inspired example. Learn to model complex relationships, write efficient queries, and optimize data structures for adventurous problem-solving.
Putting the SQL Back in NoSQL
Learn SQL++ to apply SQL to JSON data, combining NoSQL flexibility with SQL familiarity. Explore implementation in Couchbase Capella for modern database applications.
Why Postgres? - Performance, Extensions, Reliability, and More
Explore PostgreSQL's key features, including performance optimization, reliability, and extensibility, to understand its advantages for application development.
The Path to Real-time Data Integration with Open Source
Explore real-time data integration using SymmetricDS, an open-source solution for syncing databases. Learn to set up and scale data replication across various platforms for improved service offerings and customer insights.
Serverless PostgreSQL: Challenges and Solutions for Cloud-Based Database Services
Explore serverless PostgreSQL's automatic scaling, rapid startup, and microVM implementation. Learn about compute-storage separation and connection management for modern stateless applications.
Retrieval Augmented Generation for Threat Intelligence
Explore how Recorded Future built a retrieval augmented generation system using LLMs as an interface to their threat intelligence graph, addressing challenges in real-time data leveraging, reliability, and speed.
Influential Data Retrieval Explained
Explore RapidIn, a scalable framework for estimating training data influence in large language models. Learn about token-wise retrieval and its two-stage approach.