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#Retrieval Augmented Generation

Showing: 281 courses
MLOps.community

Supercharging Your RAG System: Techniques and Challenges - DE4AI

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Explore techniques and challenges in supercharging Retrieval-Augmented Generation (RAG) systems in this 40-minute conference talk by Tengyu Ma, Co-founder & CEO of Voyage AI and Assistant Professor of Computer Science at Stanford University. Gain insight…
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1 Lesons
40 minutes
On-Demand
Free-Video
MLOps.community

Building Hyper-Personalized LLM Applications with Rich Contextual Data - DE4AI

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Explore the concept of Full RAG (Retrieval-Augmented Generation) and its potential to revolutionize user experiences across industries in this 28-minute talk by Mike Del Balso, co-founder of Tecton. Examine four levels of context personalization, from ba…
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1 Lesons
28 minutes
On-Demand
Free-Video
MLOps.community

Real-Time Data Streaming Architectures for Generative AI

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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

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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

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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

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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

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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

Transforming Banking with Advanced AI: GenAI, RAG, and Multi-Agent Systems

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Explore how GenAI, RAG, and Multi-Agent Systems revolutionize banking operations, customer engagement, and knowledge management through real-world applications and case studies.
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1 Lesons
51 minutes
On-Demand
Free-Video
Devoxx

RAG: From Dumb Implementation to Serious Results - Optimizing Retrieval-Augmented Generation

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Elevate RAG implementations using LangChain4j. Master advanced chunking, query refinement, metadata filtering, document reranking, data lifecycle management, and evaluation techniques for accurate, relevant results.
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1 Lesons
56 minutes
On-Demand
Free-Video
Devoxx

Avoid Common LLM Pitfalls - Techniques for Enhancing LLM Outputs

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Explore techniques to overcome LLM limitations: response schemas, RAG, function calling, and grounding for improved outputs and real-world applications.
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1 Lesons
45 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Introduction to LangChain and Retrieval Augmented Generation (RAG)

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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

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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

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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

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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
Broad Institute

Automating Design of Molecules via Retrieval Augmented Generative Language Models - Broad Institute Machine Learning in Drug Discovery Symposium 2023

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Explore automated molecule design using retrieval-augmented generative language models in drug discovery, presented by Andrew White from the University of Rochester.
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1 Lesons
21 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Customizable RAG Workflows with Your Own Data

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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

Mitigating RAG Hallucinations with Aporia Guardrails

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Explore techniques to reduce hallucinations in Retrieval-Augmented Generation (RAG) systems using Aporia Guardrails, enhancing AI reliability and accuracy.
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1 Lesons
24 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Function Calling for LLMs: RAG without a Vector Database

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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

Evaluating LLMs and RAG Pipelines at Scale

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Explore techniques for evaluating Large Language Models and RAG pipelines in production, focusing on Valor, an open-source evaluation service for rigorous real-world testing.
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1 Lesons
35 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Better Chatbots with Advanced RAG Techniques

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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

The Best Component for Your RAG System - Optimizing with AutoRAG

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Optimize RAG systems automatically with AutoRAG. Boost performance by finding the ideal pipeline for your data and use-case through efficient evaluation of various modules.
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1 Lesons
45 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Reproducibility and Data Version Control for LangChain and LLM/OpenAI Models

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Explore reproducibility and data version control for LangChain and LLM/OpenAI models using lakeFS. Learn to manage large datasets efficiently and achieve reproducibility in LLM applications.
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1 Lesons
58 minutes
On-Demand
Free-Video
echohive

AI Agents and Tools in Action - Demos and Tutorials

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Explore cutting-edge AI demos and tutorials on agent collaboration, RAG systems, game development, and voice transcription. Master advanced techniques in Python, OpenAI API, and Claude AI.
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8 Lesons
3 hours 4 minutes
On-Demand
Free-Video
Cloud Security Alliance

Authorization Best Practices for Systems Using Large Language Models

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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
Association for Computing Machinery (ACM)

Search Engine for Machines: Unified Ranking for Multi-Retrieval-Augmented LLMs - Lecture 1

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Explore unified ranking for multi-retrieval-augmented LLMs, advancing search engines for machines and enhancing Retrieval Augmented Generation techniques.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues

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Explore multi-round retrieval-augmented generation through inner monologue learning, enhancing AI's ability to process and generate information iteratively.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

The Power of Noise: Redefining Retrieval for RAG Systems - Session M3.1

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Explore innovative approaches to Retrieval Augmented Generation, focusing on noise utilization to enhance RAG systems' performance and redefine retrieval methods.
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1 Lesons
15 minutes
On-Demand
Free-Video
Tejas Kumar

How to Build with AI Today: Artificial Intelligence Overview

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Explore AI's evolution, from rule-based systems to GenAI and LLMs. Learn about limitations, RAG solutions, and practical applications in web development. Discover AI's future beyond chatbots.
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11 Lesons
34 minutes
On-Demand
Free-Video
The Machine Learning Engineer

GraphRAG: Visualizing Knowledge Graphs in Neo4J for Data Science and Machine Learning

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Explore knowledge graph visualization in Neo4J using GraphRAG, enhancing your data science and machine learning skills with practical insights.
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1 Lesons
43 minutes
On-Demand
Free-Video
The Machine Learning Engineer

GraphRAG - Unleashing the Power of Knowledge Graphs with LLMs

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Explore GraphRAG: AI-powered content interpretation using LLMs to create knowledge graphs from unstructured text, enabling advanced search and question-answering capabilities.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Anyscale

LlamaIndex's Vision for Intelligent AI Assistants

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Explore LlamaIndex's vision for advanced AI assistants, delving into multi-agent systems, sophisticated reasoning, and cutting-edge RAG modules for tackling complex tasks across diverse data sources.
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1 Lesons
29 minutes
On-Demand
Free-Video
Simons Institute

Private Retrieval-Augmented Generation: Secure Search Systems for LLMs

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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

Prompt Engineering: Mistral 7B Techniques for Instruction Creation

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Explora técnicas avanzadas de ingeniería de prompts como Zero Shot, Few Shot y Chain of Thought utilizando GPT-3.5 Turbo y Mistral 7B para mejorar tus habilidades en machine learning.
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1 Lesons
43 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Prompt Engineering: Técnicas de Creación de Instrucciones con Microsoft Phi3-mini 128k Instruct

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Aprende técnicas avanzadas de prompt engineering con Microsoft Phi3-mini, incluyendo Zero Shot, Few Shot, CoT y RAG. Incluye demostraciones prácticas y acceso a notebooks.
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1 Lesons
48 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

Will LLMs Kill Search? The Future of Information Retrieval

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Explore the future of search with Nils Reimers, discussing RAG, multilingual embedding, complex data search, and Cohere-Rerank. Gain insights on LLMs' impact on search technology.
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9 Lesons
1 hour 7 minutes
On-Demand
Free-Video
JSWORLD Conference

Production Ready RAG - DevWorld 2024

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Explore production-ready Retrieval-Augmented Generation (RAG) techniques for enhancing AI applications with Michel de Ru's expert insights from DevWorld 2024.
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1 Lesons
36 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Prompt Engineering Techniques with Mistral 7B Instruct for Data Science and Machine Learning

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Explore prompt engineering techniques using Mistral 7B Instruct, including zero-shot, few-shot, CoT, and RAG. Learn to craft effective prompts for enhanced machine learning outcomes.
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1 Lesons
40 minutes
On-Demand
Free-Video
Dan Vega

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

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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
Qdrant - Vector Database & Search Engine

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

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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

Indexify Unveiled: A Scalable Content Extraction Engine for Multimodal Data

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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
Eclipse Foundation

Enhancing Developer Experience with VSCode Extensions and AI Tools

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Explore how AI and VSCode extensions revolutionize development workflows, from LLM integration to database management, with practical tips for maximizing IDE productivity and efficiency.
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1 Lesons
43 minutes
On-Demand
Free-Video
Linux Foundation

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

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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

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

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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

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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
Pinecone

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

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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
Databricks

Accelerating GenAI to Production with Neo4j and Databricks

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Discover how Neo4j knowledge graphs enhance GenAI accuracy through GraphRAG, offering superior context for LLMs. Learn to build graphs from Databricks data for improved AI experiences and business solutions.
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1 Lesons
21 minutes
On-Demand
Free-Video
pixegami

Python RAG Tutorial - AI for PDFs with Local LLMs

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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
Tech with Tim

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

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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
pixegami

Deploy RAG/AI App to AWS Cloud - Step-by-Step Tutorial

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Step-by-step guide to deploy a Python RAG/AI project as a scalable, high-performance public API on AWS Lambda, covering FastAPI integration, Docker image creation, and AWS CDK infrastructure setup.
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10 Lesons
55 minutes
On-Demand
Free-Video
Data Science Conference

Verif.ai - A Trustworthy Scientific Generative Search Engine

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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
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

Revolutionizing Automation: Retrieval-Augmentation with LLMs

0 rewiews
Discover how Retrieval-Augmented Generation and LLMs transform business automation through practical applications, real-world case studies, and industry-specific implementation strategies.
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1 Lesons
32 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
Discover AI

In-Context Learning - Comparing Extreme Context Length with Fine-Tuning and RAG

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Explore groundbreaking research on in-context learning with extended context models, comparing performance against fine-tuning and RAG methods while examining scaling impacts and demonstration effectiveness.
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1 Lesons
22 minutes
On-Demand
Free-Video
Discover AI

DSPy: Building Self-Improving Language Model Pipelines - Beyond LangChain Templates

0 rewiews
Explore DSPy's innovative approach to building self-improving LLM pipelines, featuring automatic prompt engineering and graph-based optimization - moving beyond traditional prompt templates.
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1 Lesons
53 minutes
On-Demand
Free-Video
Devoxx

Techniques to Avoid Common LLM Pitfalls - Overcoming Hallucinations and Limitations

0 rewiews
Master practical techniques for overcoming LLM challenges, including RAG, ReACT prompting, function calling, and grounding to enhance accuracy and reliability in real-world applications.
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1 Lesons
40 minutes
On-Demand
Free-Video
Devoxx

Generative AI - Architectures and Applications in Depth

0 rewiews
Dive into generative AI architectures, from foundational concepts to advanced RAG models, with hands-on demonstrations and insights into security, compliance, and real-world applications.
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1 Lesons
38 minutes
On-Demand
Free-Video
Devoxx

Integrated AI and Enterprise Intelligence with LLMs and RAG

0 rewiews
Discover how to effectively integrate AI and LLMs into business operations, overcome adoption challenges, and leverage RAG technology to enhance enterprise intelligence and decision-making processes.
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1 Lesons
20 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
Discover AI

Self-Reflective AI: Understanding Self-RAG Framework for Multi-AI-Agents

0 rewiews
Explore the innovative Self-RAG framework that enhances AI language models through self-reflection and intelligent retrieval mechanisms, improving accuracy and contextual relevance in text generation.
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1 Lesons
40 minutes
On-Demand
Free-Video
Discover AI

Integrating AI with Real-time Data and RAG - Part 2

0 rewiews
Dive into practical methods for integrating fine-tuned AI systems with external data sources, focusing on Retrieval Augmented Generation (RAG) and real-time data connectivity for enhanced AI applications.
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1 Lesons
29 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
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
Discover AI

Embodied-RAG: Hierarchical Non-parametric Memory Systems for AI Agents

0 rewiews
Explore Carnegie Mellon's groundbreaking Embodied-RAG framework that enhances robotic systems with hierarchical memory and advanced spatial navigation capabilities for real-world applications.
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11 Lesons
32 minutes
On-Demand
Free-Video
Discover AI

KGARevision: A Knowledge Graph-Based Agent for Medical AI Question Answering

0 rewiews
Discover how Harvard's KGARevion agent combines knowledge graphs with LLMs to enhance medical AI reasoning, focusing on complex medical interactions and improved retrieval methods.
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13 Lesons
39 minutes
On-Demand
Free-Video
Discover AI

Comparing GraphRAG and SpeculativeRAG Systems for Knowledge Integration

0 rewiews
Explore the latest advancements in RAG systems, comparing GraphRAG and SpeculativeRAG frameworks for optimal performance in knowledge integration and response generation.
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1 Lesons
26 minutes
On-Demand
Free-Video
Discover AI

Understanding AI Agents - From Basic Concepts to Multi-Agent Systems

0 rewiews
Explore AI agents from basic concepts to advanced implementations, covering memory systems, planning capabilities, tool usage, and multi-agent configurations with practical Python examples and real-time demonstrations.
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18 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Discover AI

Exploring COHERE's CORAL: RAG-Enabled AI Systems and Playground Demo

0 rewiews
Explore COHERE's new CORAL RAG implementation through hands-on demonstrations in their AI playground, featuring real-time experimentation with their latest LLM capabilities.
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4 Lesons
11 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

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

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

0 rewiews
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

A Data-Driven Approach to Productionizing RAG Systems

0 rewiews
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

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
UofU Data Science

Retrieval Augmented Generation (RAG) - Advances in Generative AI

0 rewiews
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
Qdrant - Vector Database & Search Engine

Creating a Pioneering Insight Generation Platform for Life Sciences - Using Generative AI and LLMs

0 rewiews
Discover how to build an enterprise-scale insight generation platform using Generative AI and LLMs, focusing on transforming complex life sciences data into actionable insights while maintaining security and compliance.
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1 Lesons
34 minutes
On-Demand
Free-Video
echohive

Gemini and GPT Sales Agents with RAG - Comparison and Implementation

0 rewiews
Explore Gemini and GPT capabilities for building AI sales agents with retrieval-augmented generation, including code demonstrations and practical comparisons.
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8 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Flow Engineering and Agentic RAG with LangGraph

0 rewiews
Explore advanced RAG agent development using LangGraph for reliable control flow, and learn debugging techniques with LangSmith to enhance GenAI applications for your organization.
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1 Lesons
35 minutes
On-Demand
Free-Video
Databricks

Scaling RAG and Embedding Computations with Ray and Pinecone

0 rewiews
Learn to efficiently scale retrieval augmented generation using Ray Data and Pinecone, enabling rapid embedding generation for LLM applications with distributed processing and vector database integration.
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1 Lesons
29 minutes
On-Demand
Free-Video
Venelin Valkov

Build Better RAGs with Contextual Retrieval

0 rewiews
Enhance RAG systems with contextual retrieval to improve context chunk quality and generate more accurate answers. Learn implementation techniques and practical applications.
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10 Lesons
21 minutes
On-Demand
Free-Video
Conf42

Personalized EB-1A Guidance - Intelligent Conversational System Development

0 rewiews
Explore an intelligent conversational system for EB-1A visa guidance, covering AI, mobile app development, UX design, and future challenges in personalized legal assistance.
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9 Lesons
20 minutes
On-Demand
Free-Video
Chat with data

Using LangChain with Multimodal AI to Analyze Images in Financial Reports

0 rewiews
Learn to analyze financial reports with images using GPT-4 Vision and LangChain. Explore multimodal RAG techniques, codebase implementation, and result evaluation for enhanced document analysis.
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6 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Sam Witteveen

Advanced RAG Techniques - RAG Fusion Implementation - Lecture 6

0 rewiews
Explore RAG fusion technique to enhance retrieval-augmented generation models, combining multiple search queries and ranking results using reciprocal rank fusion with LangChain implementation.
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11 Lesons
13 minutes
On-Demand
Free-Video
James Briggs

OpenAI Alternatives: Comparing Retrieval Models for RAG - Cohere Embed v3 and Open Source

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Explore top retrieval models for RAG: OpenAI's text-embedding-ada-002, Cohere's Embed v3, and e5-base-v2. Compare performance, inference speeds, and results across various tests to enhance your AI applications.
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8 Lesons
17 minutes
On-Demand
Free-Video
echohive

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

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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
Docker

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

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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
Code with Ania Kubów

Building a Star Wars AI RAGbot in 2 Hours - Simple Tutorial

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Build a Star Wars AI RAGbot in just 2 hours! Learn to create an interactive chatbot using AI and retrieval-augmented generation techniques, bringing the galaxy far, far away to life.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Nvidia

Setting Up a RAG Demo on NVIDIA AI Workbench - Step-by-Step Tutorial

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Step-by-step guide to set up a retrieval-augmented generation (RAG) system using NVIDIA AI Workbench, enabling developers to create AI projects on their local machines without a GPU in about an hour.
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7 Lesons
25 minutes
On-Demand
Free-Video
Data Science Dojo

The Future of AI: LLMs, AGI, and Beyond - Part 2

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Exploring AI's evolution, LLMs, and AGI with insights on enterprise adoption, vector databases, and the interplay of art and technology. Delves into key concepts shaping AI's future trajectory.
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12 Lesons
49 minutes
On-Demand
Free-Video
Elvis Saravia

LLM News: Moshi, RAG Best Practices, State of AI Report, and Recent AI Developments

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Explore latest AI advancements: Moshi, RAG practices, State of AI Report, Million Tiny Experts, GPT4All, and RouteLLM. Gain insights into cutting-edge developments shaping the future of artificial intelligence.
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15 Lesons
20 minutes
On-Demand
Free-Video
James Briggs

Deploying Mixtral 8X7B - An Open AI Agent for Advanced NLP Tasks

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Explore deploying Mixtral 8X7B, an impressive open-source LLM outperforming GPT-3.5. Learn setup, prompt formatting, agent capabilities, and integration with RAG for enhanced AI applications.
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8 Lesons
18 minutes
On-Demand
Free-Video
Linux Foundation

Retrieval Augmentation and Semantic Search at Scale

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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
Linux Foundation

A New Stack for the Generative AI Era

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Explore the future of Generative AI technology, including autonomous agents, human-like memory integration, and multi-model systems in this insightful talk on emerging AI stacks.
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1 Lesons
39 minutes
On-Demand
Free-Video
Weights & Biases

Revolutionizing AI Data Management with LlamaIndex - Gradient Dissent Podcast

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Explore AI data management innovation with LlamaIndex CEO Jerry Liu, covering integration of diverse data formats, retrieval techniques, and the future of AI-driven systems in this insightful discussion.
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14 Lesons
58 minutes
On-Demand
Free-Video
Scrimba

Retrieval-Augmented Generation and Making AI Work for You - with Guil Hernandez

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Explore retrieval-augmented generation and learn to customize AI models with your own data, enhancing their ability to answer unique questions about your business or projects.
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1 Lesons
26 minutes
On-Demand
Free-Video
Tech with Tim

ADVANCED Python AI Agent Tutorial - Using RAG

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Learn to create an AI agent with RAG capabilities, utilizing various tools for task-specific actions. Explore data querying, agent building, and unstructured data handling in Python.
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9 Lesons
41 minutes
On-Demand
Free-Video
Oracle

First Principles of OCI Generative AI Service - Architecture and Implementation

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Explore OCI Generative AI Service's mechanics, including flexible LLM fine-tuning and improved GPU cluster management for simplified, cost-effective AI application integration.
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18 Lesons
19 minutes
On-Demand
Free-Video
Data Science Dojo

Building Simple and Efficient Chatbots Step-by-Step

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Learn to create efficient chatbots using LangChain Framework. Explore LLM fundamentals, effective prompting, and the RAG approach to enhance automation and simplify complex processes.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Resource-Aware Scheduling for Production GenAI with RAG on Multicluster Cloud Kubernetes

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Optimizing GenAI and RAG deployment on multi-cluster Kubernetes: resource-aware scheduling for efficient, scalable, and cost-effective production environments across geographies.
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1 Lesons
26 minutes
On-Demand
Free-Video