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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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David Mezzetti for NeuML

Feb 11 '25

Parsing the ⭐'s with txtai

#ai #llm #rag #vectordatabase

13 min read

Bestony

Jan 13 '25

Evaluation as a Business Imperative: The Survival Guide for Large Model Application Development

#rag #openai #largelanguagemodel #llm

5 min read

Feb 15 '25

DO NOT use these LLM Metrics ⛔ And what to do instead!

#ai #rag #openai #machinelearning

1 min read

Na'aman Hirschfeld (Goldziher)

Feb 15 '25

Announcing Kreuzberg v2.0: A Lightweight, Modern Python Text Extraction library

#llm #rag #programming #ai

2 min read

Feb 15 '25

Build a RAG-Enabled Helpdesk Chatbot in 10 Minutes with MongoDB

#rag #ai #vectordatabase #mongodb

6 min read

Jan 12 '25

Optimize VLM Tokens with EmbedAnything x ColPali

#rag #llm #openai #ai

7 min read

Simplr

Feb 14 '25

LLM Re-ranking: Enhancing Search and Retrieval with AI

#rag #ai #llm #learning

5 min read

Feb 14 '25

Error Analysis 🔧 Stop Guessing, Start Fixing AI Models

#ai #rag #machinelearning #llm

2 min read

Medcl

Feb 14 '25

Create Your Own AI Assistant, Coco AI v0.1.0 Released

#ai #search #rag #assistant

2 min read

Tim Kelly for MongoDB

Feb 13 '25

How to Make a RAG Application With LangChain4j

#mongodb #rag #java #ai

13 min read

Kazuhiro "Kaz" Sera

Feb 13 '25

Building Slack Platform Expert AI

#slack #openai #rag #chromadb

16 min read

Feb 13 '25

Data Preparation Toolkit

#llm #data #rag #notebook

1 min read

es404020

Feb 13 '25

LLM Distillation: Optimizing Large Language Models for Efficiency

#programming #nlp #llm #rag

3 min read

Celeste van der Watt for Upsun

Feb 12 '25

[Guide] Deploying Chainlit with RAG on Upsun 🚀

#ai #tooling #tutorial #rag

1 min read

David Mezzetti for NeuML

Feb 11 '25

Chunking your data for RAG

#ai #llm #rag #vectordatabase

26 min read

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