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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 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

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

Aug 26 '24

Building a tiny vector store from scratch

#ai #rag #python #tutorial

9 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

Cover image for End to end LLMOps Pipeline - Part 2 - FastAPI

Prashant Lakhera

Aug 13 '24

End to end LLMOps Pipeline - Part 2 - FastAPI

#llm #rag #fastapi #llmops

3 min read

Jul 10 '24

Semantic Router - Steer LLMs

#nlp #openai #rag #python

1 min read

Aug 12 '24

AI Agents: The Invisible Helpers Transforming Your Life

#agentai #rag #powerfuldevs #openai

3 min read

Seenivasa Ramadurai

Aug 26 '24

Choosing between Retrieval-Augmented Generation (RAG) and Model fine-tuning

#rag #finetuning

2 min read

Cover image for Retrieval Augmented Generation Frameworks: LangChain

Sebastian

Aug 12 '24

Retrieval Augmented Generation Frameworks: LangChain

#llm #rag #langchain

5 min read

Cover image for Building Hangout AI at the TiDB Future App Hackathon 2024

Ayu Sudi

Aug 25 '24

Building Hangout AI at the TiDB Future App Hackathon 2024

#hackathon #llm #rag #ai

2 min read

Cover image for Generative AI Serverless - Build a Social Media Analytics using Bedrock RAG Knowledge base, Lambda and API!

Aug 11 '24

Generative AI Serverless - Build a Social Media Analytics using Bedrock RAG Knowledge base, Lambda and API!

#aws #rag #amazonbedrock

3 min read

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