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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 AIM Weekly for 04Nov2024

Timothy Spann. 🇺🇦

Nov 4 '24

AIM Weekly for 04Nov2024

#opensource #vectordatabase #llm #rag

5 min read

Tutty

Nov 4 '24

Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

#nlp #rag #gpt3

1 min read

Daniel Davis for TrustGraph

Nov 1 '24

Are LLMs Still Lost in the Middle?

#ai #rag #llm #opensource

1 min read

Cover image for Building a Perplexity-like Open Source AI Search with SWIRL

𝚂𝚊𝚞𝚛𝚊𝚋𝚑 𝚁𝚊𝚒 for SWIRL

Oct 24 '24

Building a Perplexity-like Open Source AI Search with SWIRL

#ai #rag #opensource #programming

4 min read

Cover image for Retrieval-Augmented Generation (RAG): A Developer's Guide 🚀

Nov 3 '24

Retrieval-Augmented Generation (RAG): A Developer's Guide 🚀

#rag #ai

2 min read

Cover image for Serverless LLM Chatbot Using Your Custom Data - built with Langtail and Qdrant

Nov 2 '24

Serverless LLM Chatbot Using Your Custom Data - built with Langtail and Qdrant

#llm #openai #rag #ai

5 min read

Nov 2 '24

Retrieving Original Documents via Summaries with Weaviate and LangChain

#rag #ai #llm #langchain

12 min read

Cover image for Exploring RAG: How Indexing and Vector Databases Revolutionize Search?

Dev J. Shah 🥑

Nov 2 '24

Exploring RAG: How Indexing and Vector Databases Revolutionize Search?

#rag #indexing #vectordatabase #llm

2 min read

Cover image for How to add Retrieval-Augmented Generation (RAG) to your app using generated SDKs

Marcos Placona for liblab

Oct 3 '24

How to add Retrieval-Augmented Generation (RAG) to your app using generated SDKs

#api #programming #csharp #rag

7 min read

Tutty

Nov 1 '24

Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate

#rag #chatgpt #nlp

1 min read

Sep 26 '24

Deploying LLM Inference Endpoints & Optimizing Output with RAG

#llmops #llm #rag #ai

11 min read

Cover image for The Rise and Fall of RAG-based Solutions

Siddharth Bhalsod

Nov 10 '24

The Rise and Fall of RAG-based Solutions

#rag #ai #agents #autonomousagents

8 min read

Cover image for Langchain — RAG — Retrieval Augmented Generation

Airton Lira junior

Nov 2 '24

Langchain — RAG — Retrieval Augmented Generation

#langchain #rag #llm #ia

3 min read

Eze Lanza

Sep 26 '24

S1E3 : Code & Deploy: Craft a Very Demure, Very Mindful Skincare Routine With GenA

#ai #rag #opensource #programming

1 min read

David

Sep 25 '24

RAG AI: Enhancing Customer Service with DeskDingo

#rag #llm

3 min read

Oct 29 '24

How to Choose the Best Embedding Model for Your LLM Application

#llm #rag #machinelearning #chatgpt

5 min read

Oct 29 '24

SQLRAG: Transforming Database Interactions with Natural Language and LLMs

#llm #rag #python #genai

4 min read

Vikas76

Oct 29 '24

How to Stay Updated with the Latest Machine Learning Trends?

#ai #rag #programming #productivity

4 min read

Cover image for What does LLM Temperature Actually Mean?

Daniel Davis for TrustGraph

Oct 28 '24

What does LLM Temperature Actually Mean?

#ai #aiops #rag #opensource

4 min read

Cover image for A Quick Look at the Problem of Data Poisoning in Language Models

Jean Klebert de A Modesto

Oct 27 '24

A Quick Look at the Problem of Data Poisoning in Language Models

#rag #security #ai

2 min read

Cover image for How Researchers Are Teaching AI to Understand What We Really Want

Sep 23 '24

How Researchers Are Teaching AI to Understand What We Really Want

#llm #rag #ai #machinelearning

3 min read

Cover image for Why I’m Excited About Microsoft’s SpreadsheetLLM

Sep 23 '24

Why I’m Excited About Microsoft’s SpreadsheetLLM

#rag #ai #machinelearning #llm

2 min read

Cover image for The 2024 State of RAG Podcast

Daniel Davis for TrustGraph

Nov 7 '24

The 2024 State of RAG Podcast

#ai #rag #aiops #llm

1 min read

Cover image for Exploring RAG: How Vector Embeddings Revolutionize Language Understanding?

Dev J. Shah 🥑

Oct 26 '24

Exploring RAG: How Vector Embeddings Revolutionize Language Understanding?

#rag #llm #vectordatabase

2 min read

Oct 25 '24

Chat with Docs Using OpenAI and a Serverless RAG Tool

#rag #llms #ai #aiagent

3 min read

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