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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 Optimizing RAG Through an Evaluation-Based Methodology

Atita Arora for Qdrant

Jul 3 '24

Optimizing RAG Through an Evaluation-Based Methodology

#rag #tutorial #opensource #datascience

14 min read

Cover image for Build Your Own RAG App: A Step-by-Step Guide to Setup LLM locally using Ollama, Python, and ChromaDB

Jul 1 '24

Build Your Own RAG App: A Step-by-Step Guide to Setup LLM locally using Ollama, Python, and ChromaDB

#ollama #llm #python #rag

10 min read

Cover image for Mapping LLM Integration Levels to Levels of Autonomous Driving, it does not have to be all or nothing!

Jul 2 '24

Mapping LLM Integration Levels to Levels of Autonomous Driving, it does not have to be all or nothing!

#llm #larallama #rag

5 min read

Cover image for Generating a result with a context

Jun 29 '24

Generating a result with a context

#llm #rag

2 min read

Cover image for Setting up the database and search for RAG

Jun 29 '24

Setting up the database and search for RAG

#llm #rag

3 min read

Cover image for Learning how to make an OLIVER

Jun 29 '24

Learning how to make an OLIVER

#llm #rag

3 min read

Cover image for Build Your Own GitHub Copilot with SuperDuperDB: Live Workshop 🚀

Fernando Guerra

Jun 27 '24

Build Your Own GitHub Copilot with SuperDuperDB: Live Workshop 🚀

#ai #githubcopilot #database #rag

1 min read

May 24 '24

How Effective are Retrieval Augmented Generation(RAG) Models?

#rag

5 min read

Cover image for How even the simplest RAG can empower your team

Max for bitcrowd

Jun 26 '24

How even the simplest RAG can empower your team

#llm #rag #ai #ruby

10 min read

Cover image for A RAG for Elixir

Max for bitcrowd

Jun 26 '24

A RAG for Elixir

#llm #rag #ai #elixir

9 min read

Cover image for The Hardest Problem in RAG... Handling 'NOT FOUND' Answers 🔍🤔

Will Taner for LLMWare

Jun 24 '24

The Hardest Problem in RAG... Handling 'NOT FOUND' Answers 🔍🤔

#rag #ai #python #programming

7 min read

Cover image for Laravel RAG System in 4 Steps!

Jun 25 '24

Laravel RAG System in 4 Steps!

#laravel #llm #ollama #rag

1 min read

Jun 24 '24

Laravel RAG System in 4 Steps!

#laravel #llm #ollama #rag

7 min read

Cover image for Building a Chatbot using your documents with LangChain from Scratch

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Jun 24 '24

Building a Chatbot using your documents with LangChain from Scratch

#chatbot #openai #rag #vectordatabase

9 min read

Jun 24 '24

Protecting RAG Application Against Prompt Injection

#rag #llm #promptengineering

5 min read

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