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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 Open Stats for LLM Usage

Lina Lam

Jul 17 '24

Open Stats for LLM Usage

#rag #llm #opensource #ai

1 min read

Cover image for Let’s Build Small AI Buzz, Offer ‘Claim Processing’ to Mid/Big Companies

Jun 13 '24

Let’s Build Small AI Buzz, Offer ‘Claim Processing’ to Mid/Big Companies

#llm #rag #machinelearning #genai

2 min read

Cover image for Exploring the Extractive Capabilities of Large Language Models – Beyond Generation and Copilots

Arun Venkataswamy

Jul 16 '24

Exploring the Extractive Capabilities of Large Language Models – Beyond Generation and Copilots

#ai #rag #opensource #productivity

11 min read

Cover image for Building a Traceable RAG System with Qdrant and Langtrace: A Step-by-Step Guide

Jul 16 '24

Building a Traceable RAG System with Qdrant and Langtrace: A Step-by-Step Guide

#ai #rag #llmops #observability

6 min read

Chloe Williams for Zilliz

Jul 16 '24

Running Llama 3, Mixtral, and GPT-4o

#ai #rag #machinelearning #tutorial

8 min read

Cover image for Retrieval - Augmented Generation (RAG)

Jul 15 '24

Retrieval - Augmented Generation (RAG)

#rag #azureopenai #langchain

3 min read

Abhishek Gupta for AWS

Jul 15 '24

Use Guardrails to prevent hallucinations in generative AI applications

#ai #rag #python #aws

6 min read

Cover image for Building a PDF Chatbot with RAG using SQL

Mrunmay for LangDB

Jul 15 '24

Building a PDF Chatbot with RAG using SQL

#ai #rag #database #tutorial

2 min read

Cover image for #Milvus Adventures July 12, 2024

Jul 12 '24

#Milvus Adventures July 12, 2024

#opensource #milvus #rag #nlp

2 min read

Cover image for NVIDIA NIM is mind blowing!!!

fretny

Jul 11 '24

NVIDIA NIM is mind blowing!!!

#nvidia #ai #gpt3 #rag

2 min read

Cover image for Building Ollama Cloud - Scaling Local Inference to the Cloud

Samy Fodil

Jul 8 '24

Building Ollama Cloud - Scaling Local Inference to the Cloud

#cloudcomputing #rag #webassembly #go

4 min read

Cover image for Reverse engineering Perplexity AI: prompt injection tricks to reveal its system prompts and speed secrets

Jijun

Jul 8 '24

Reverse engineering Perplexity AI: prompt injection tricks to reveal its system prompts and speed secrets

#llm #rag #promptengineering

4 min read

Cover image for Let’s Build A Simple ‘Real Estate’ Business Using AI Agents

Jul 7 '24

Let’s Build A Simple ‘Real Estate’ Business Using AI Agents

#genai #ai #llm #rag

2 min read

Cover image for Empowering AI: The QuickJS Package for LLM Tool Calling

Sebastian Wessel

Jul 7 '24

Empowering AI: The QuickJS Package for LLM Tool Calling

#ai #rag #javascript #typescript

3 min read

Cover image for The AI That Knows Everything (Except What You Need)

Abdul Samad Siddiqui

Jul 6 '24

The AI That Knows Everything (Except What You Need)

#rag #llm #ai #machinelearning

4 min read

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