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# rag

Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

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Cover image for Retrieval Augmented Generation Frameworks: HayStack

Sebastian

Aug 26 '24

Retrieval Augmented Generation Frameworks: HayStack

#llm #rag

5 min read

Cover image for AI: What is RAG ?

Hodeem

Aug 25 '24

AI: What is RAG ?

#ai #llm #rag #beginners

2 min read

Aug 25 '24

Build Agentic RAG application using langchain.js, nestjs, Htmx, and Gemma 2

#rag #nestjs #htmx #gemma2

9 min read

Cover image for Vector Vision: Transform Your Local Image Search

Aug 25 '24

Vector Vision: Transform Your Local Image Search

#ai #python #rag #machinelearning

2 min read

Cover image for Hill climbing generative AI problems: When ground truth values are expensive to obtain & launching fast is important

Joschka Braun for Parea AI

Aug 25 '24

Hill climbing generative AI problems: When ground truth values are expensive to obtain & launching fast is important

#llm #ai #rag #programming

5 min read

Aug 24 '24

Unleash the Power of RAG - Building Intelligent Apps with Chroma and Gemini Pro

#gemini #rag #chroma #genai

12 min read

Cover image for AI's Powerhouse: How Large Language Models are Revolutionizing the Game

Jul 20 '24

AI's Powerhouse: How Large Language Models are Revolutionizing the Game

#ai #rag #beginners #tutorial

2 min read

Cover image for Build Search and RAG for Any Website with Firecrawl and Trieve

Aug 22 '24

Build Search and RAG for Any Website with Firecrawl and Trieve

#search #rag #tutorial

8 min read

Cover image for Cut Costs in OpenSearch Serverless and Bedrock Knowledge Base

Piotr Pabis for AWS Community Builders

Aug 23 '24

Cut Costs in OpenSearch Serverless and Bedrock Knowledge Base

#aws #bedrock #rag

11 min read

Cover image for Exploring Different Chunking Strategies and Working with Unstructured Data

Mrunmay Shelar for LangDB

Aug 23 '24

Exploring Different Chunking Strategies and Working with Unstructured Data

#ai #rag #llm #data

15 min read

Jul 19 '24

What You Need to Know About Legal Compliance in Prompt Engineering

#ai #promptengineering #rag

4 min read

Cover image for Building a RAG Chatbot with LlamaIndex and eBay API Integration

Drew Schillinger

Aug 20 '24

Building a RAG Chatbot with LlamaIndex and eBay API Integration

#rag #ai #typescript #webdev

5 min read

Aug 20 '24

RAG Pipeline Permissions for iPaaS Platforms

#ai #rag #permissions #saas

3 min read

Cover image for Generative AI Serverless - Build a Travel Policy Assistant using Bedrock Knowledge base, Lambda and API

Aug 20 '24

Generative AI Serverless - Build a Travel Policy Assistant using Bedrock Knowledge base, Lambda and API

#aws #amazonbedrock #rag #amazonwebservices

3 min read

Cover image for Milvus Adventures August 19, 2024

Aug 19 '24

Milvus Adventures August 19, 2024

#nlp #llm #rag #opensource

3 min read

Volodymyr Pavlyshyn

Aug 18 '24

Personal Knowledge Graphs in AI RAG-powered Applications with libSQL

#libsql #rag #vectorsearch

5 min read

Cover image for Top Courses and GitHub Repositories to Learn GenerativeAI Free

Aug 17 '24

Top Courses and GitHub Repositories to Learn GenerativeAI Free

#ai #rag #llm

6 min read

Cover image for Understanding RAG (Part 3): Re-Ranker is all you need.

Parth Roy

Aug 17 '24

Understanding RAG (Part 3): Re-Ranker is all you need.

#ai #llm #rag #chatgpt

6 min read

Cover image for Understanding RAG (Part 4): Optimizing the generation component

Parth Roy

Aug 17 '24

Understanding RAG (Part 4): Optimizing the generation component

#llm #rag #ai

7 min read

Cover image for RAG Simplified!! 🐣

Sep 14 '24

RAG Simplified!! 🐣

#python #ai #rag #llm

6 min read

Cover image for Milvus Adventures August 14, 2024

Aug 14 '24

Milvus Adventures August 14, 2024

#rag #opensource #buildinpublic #vectordatabase

3 min read

Cover image for Implementing RAG using LlamaIndex, Pinecone and Langtrace: A Step-by-Step Guide

Aug 14 '24

Implementing RAG using LlamaIndex, Pinecone and Langtrace: A Step-by-Step Guide

#rag #llm #openai #llamaindex

8 min read

Cover image for Advanced Indexing Techniques with LlamaIndex and Ollama: Part 2

James

Aug 14 '24

Advanced Indexing Techniques with LlamaIndex and Ollama: Part 2

#python #llm #rag #vectordatabase

4 min read

Cover image for Top 5 Vector Databases in 2024

Aug 14 '24

Top 5 Vector Databases in 2024

#vectordatabase #database #rag #llm

6 min read

Aug 13 '24

How to Create a Local RAG Agent with Ollama and LangChain

#rag #tutorial #ai #python

3 min read

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