DEV Community

#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.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
I Spent $400/Month on a Reranker That Made My RAG Worse
mossforge profile
Jon

I Spent $400/Month on a Reranker That Made My RAG Worse

#rag #llm #machinelearning #python
Comments
5 min read
# Building Scalable RAG Systems with Hierarchical Clustering + Hierarchical RAG (and Why Cluster Summaries Matter)
praveensk profile

# Building Scalable RAG Systems with Hierarchical Clustering + Hierarchical RAG (and Why Cluster Summaries Matter)

#ai #rag #llm #machinelearning
2
Comments
4 min read
How to Build AI Agents That Actually Remember: Memory Architecture for Production LLM Apps
pockit_tools profile

How to Build AI Agents That Actually Remember: Memory Architecture for Production LLM Apps

#ai #llm #rag #langchain
3
Comments 2
16 min read
Give Your Local LLM a Memory That Actually Works
eyepaq profile

Give Your Local LLM a Memory That Actually Works

#ai #llm #opensource #rag
2
Comments
2 min read
TxtAI got skills
davidmezzetti profile

TxtAI got skills

#ai #llm #rag #vectordatabase
1
Comments
4 min read
RAG vs Long-Context: how should you give LLMs your private data?
helixcipher profile

RAG vs Long-Context: how should you give LLMs your private data?

#llm #rag #longcontext #mlops
2
Comments
2 min read
Building RAG & Knowledge Bases with seekdb: Three Paths, One Stack
echolee profile

Building RAG & Knowledge Bases with seekdb: Three Paths, One Stack

#ai #vectordatabase #rag #opensource
3
Comments
4 min read
RAG Implementation Patterns with Claude Code: Building Retrieval-Augmented Generation Systems
myougatheaxo profile

RAG Implementation Patterns with Claude Code: Building Retrieval-Augmented Generation Systems

#ai #rag #python #llm
1
Comments
2 min read
My RAG Stack for Code Retrieval: pgvector HNSW + Metadata Filters + Reranking (and the Parts I Refuse to Guess About)
romiteld profile

My RAG Stack for Code Retrieval: pgvector HNSW + Metadata Filters + Reranking (and the Parts I Refuse to Guess About)

#rag #pgvector #embeddings #retrieval
Comments
5 min read
How We Built AI Search for WooCommerce Using RAG
nightw0rk profile

How We Built AI Search for WooCommerce Using RAG

#rag #ai #python #woocommerce
5
Comments
10 min read
I Gave My Trading Agent Memory and It Made Everything Worse
mnemox profile

I Gave My Trading Agent Memory and It Made Everything Worse

#ai #llm #rag #machinelearning
3
Comments
13 min read
Bob Strikes Again: ‘PageIndex’ Test and Implementation
aairom profile

Bob Strikes Again: ‘PageIndex’ Test and Implementation

#bob #rag #pageindex
2
Comments
15 min read
How I Test an AI Support Agent: A Practical Testing Pyramid
aashmawy profile

How I Test an AI Support Agent: A Practical Testing Pyramid

#ai #llm #rag #devops
Comments
26 min read
Building Production-Grade RAG in .NET : Language Is Not a Barrier
argha_dev profile

Building Production-Grade RAG in .NET : Language Is Not a Barrier

#dotnet #csharp #ai #rag
5
Comments
10 min read
Mastering Retrieval-Augmented Generation with Gemini API's File Search Tool
wayne_gakuo profile

Mastering Retrieval-Augmented Generation with Gemini API's File Search Tool

#ai #angular #rag #gemini
1
Comments
5 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.