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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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Setting up the database and search for RAG

Setting up the database and search for RAG

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3 min read
Learning how to make an OLIVER

Learning how to make an OLIVER

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3 min read
Build Your Own GitHub Copilot with SuperDuperDB: Live Workshop 🚀

Build Your Own GitHub Copilot with SuperDuperDB: Live Workshop 🚀

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1 min read
How Effective are Retrieval Augmented Generation(RAG) Models?

How Effective are Retrieval Augmented Generation(RAG) Models?

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5 min read
Implementing RAG in Refact.ai AI Coding Assistant

Implementing RAG in Refact.ai AI Coding Assistant

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8 min read
How even the simplest RAG can empower your team

How even the simplest RAG can empower your team

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10 min read
A RAG for Elixir

A RAG for Elixir

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

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

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7 min read
Laravel RAG System in 4 Steps! 21:38

Laravel RAG System in 4 Steps!

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1 min read
Laravel RAG System in 4 Steps!

Laravel RAG System in 4 Steps!

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7 min read
Building a Chatbot using your documents with LangChain from Scratch

Building a Chatbot using your documents with LangChain from Scratch

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9 min read
Protecting RAG Application Against Prompt Injection

Protecting RAG Application Against Prompt Injection

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5 min read
How RAG with txtai works

How RAG with txtai works

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8 min read
Highlights from Day 1 of CascadiaJS 2024

Highlights from Day 1 of CascadiaJS 2024

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4 min read
The Adventures of Blink #28: RAGs to Riches!

The Adventures of Blink #28: RAGs to Riches!

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5 min read
OpenAI api RAG system with Qdrant

OpenAI api RAG system with Qdrant

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6 min read
RAG Techniques: Multi Query

RAG Techniques: Multi Query

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2 min read
Agentic RAG: Definition and Low-code Implementation

Agentic RAG: Definition and Low-code Implementation

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5 min read
Using RAG to Build Your IDE Agents

Using RAG to Build Your IDE Agents

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6 min read
Are we all prompting wrong? Balancing Creativity and Consistency in RAG.

Are we all prompting wrong? Balancing Creativity and Consistency in RAG.

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3 min read
How I Built McDonald’s Drive-Thru: All-AI, All-Local

How I Built McDonald’s Drive-Thru: All-AI, All-Local

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2 min read
Three Key Concepts to Build Future-Proof AI Applications

Three Key Concepts to Build Future-Proof AI Applications

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10 min read
Weekly Updates - June 14, 2024

Weekly Updates - June 14, 2024

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2 min read
RAG Explained | Using Retrieval-Augmented Generation to Build Semantic Search

RAG Explained | Using Retrieval-Augmented Generation to Build Semantic Search

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9 min read
Getting an error while importing Langchain Packages

Getting an error while importing Langchain Packages

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1 min read
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