retrieval augmented generation

AI

What are AI Agents?

In this video, Maya Murad explores the evolution of AI agents and their pivotal role in revolutionizing AI systems. From monolithic models to compound AI systems, discover how AI agents integrate with databases and external tools to enhance problem-solving capabilities and adaptability.

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AI Generative AI Large Language Models

Local UNLIMITED Memory Ai Agent | Ollama RAG Crash Course

In this video from Ai Austin learn how to create powerful Ai agents with Python in this easy to follow along crash course on Ollama RAG. In this video we build a RAG agent that stores every conversation in a PostgreSQL database, converts the SQL database into a vector embedding database on program startup using […]

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AI Generative AI Large Language Models

Intro to RAG for AI (Retrieval Augmented Generation)

Certain concepts, though immensely powerful, remain shrouded in a veil of misunderstanding. One such concept is Retrieval-Augmented Generation (RAG), a term that might sound like something straight out of a sci-fi novel but is, in reality, a cornerstone of modern AI development. Thanks to Pinecone’s sponsorship and their remarkable vector database product, we have a […]

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AI Large Language Models

GraphRAG: LLM-Derived Knowledge Graphs for RAG

This video is from Alex Chao. GraphRAG is a research project from Microsoft exploring the use of knowledge graphs and large language models for enhanced retrieval augmented generation. It is an end-to-end system for richly understanding text-heavy datasets by combining text extraction, network analysis, LLM prompting, and summarization.

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AI Economics of AI Large Language Models

How to Summarize Legal Docs like a Pro with Mixtra’s RAG Pipeline

This video from Mervin Praison shows that the legal profession will never be the same Post-AI. Welcome to an innovative journey in the legal tech world! In today’s video, I’m thrilled to show you how to create a chatbot that can summarize and query legal documents. This is a game-changer for lawyers and legal professionals, […]

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AI Azure Generative AI

How to Build your own copilots with Azure AI Studio

This video is from Microsoft Mechanics. Build, test, deploy, and monitor your generative AI apps at scale from one place with Azure AI Studio. Access models in the Azure OpenAI service from Meta, NVIDIA and Microsoft Research, as well hundreds of open-source models. Integrate your own data across multiple data sets to ground your model, […]

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