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

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
Citation-Guard: Production RAG Patterns for Regulated Fintech
justsoftlab_x01 profile

Citation-Guard: Production RAG Patterns for Regulated Fintech

#rag #llm #fintech #ai
Comments
4 min read
From Documents to Intelligent Answers: Building a RAG Agent from Scratch & Lessons Learned
sri_d_6dfd4d31319a6389eaa profile

From Documents to Intelligent Answers: Building a RAG Agent from Scratch & Lessons Learned

#rag #llm #python #ai
5
Comments 1
2 min read
I added a reranker to my RAG pipeline — it broke everything, then I fixed it
santanu_mohanta_29 profile

I added a reranker to my RAG pipeline — it broke everything, then I fixed it

#rag #python #ai #fastapi
1
Comments 3
5 min read
Local LLM Deployment, Agent Handbook, & LLM Cost Reduction: Applied AI Workflows
soytuber profile
soy

Local LLM Deployment, Agent Handbook, & LLM Cost Reduction: Applied AI Workflows

#ai #rag #automation
1
Comments 1
3 min read
What a Production RAG System Actually Looks Like After 18 Months
alaikrm profile

What a Production RAG System Actually Looks Like After 18 Months

#ai #production #rag #systemdesign
1
Comments 3
6 min read
Fine-Tuning and RAG: What a Dozen Failed Experiments Taught Me
gde03 profile

Fine-Tuning and RAG: What a Dozen Failed Experiments Taught Me

#ai #machinelearning #rag #programming
1
Comments
7 min read
TradeMemory
sachin_kumardas_7a5ef29a profile

TradeMemory

#showdev #ai #javascript #rag
1
Comments
3 min read
Reciprocal Rerank Fusion (RRF): The Simple, Powerful Way to Combine Keyword + Semantic Search in RAG
codingsimba profile

Reciprocal Rerank Fusion (RRF): The Simple, Powerful Way to Combine Keyword + Semantic Search in RAG

#rag #typescript #hybridsearch #retrieval
2
Comments
3 min read
I Built a Production RAG System on My M1 Mac for $0
saintchris_21 profile

I Built a Production RAG System on My M1 Mac for $0

#rag #mlops #ai #python
Comments
3 min read
The Prefill Wall: Why MTP's 2 Barely Moves Long-Context Latency (Qwen3.6-27B, RTX 3090)
sysoft profile

The Prefill Wall: Why MTP's 2 Barely Moves Long-Context Latency (Qwen3.6-27B, RTX 3090)

#llm #performance #machinelearning #rag
Comments
4 min read
Why I Didn't Use Neo4j for a Code Graph Index (and What Joern Already Taught Us)
engtwindev profile

Why I Didn't Use Neo4j for a Code Graph Index (and What Joern Already Taught Us)

#typescript #opensource #architecture #rag
Comments 2
4 min read
Building an LLM Project From Scratch in 2026
harshdeepsingh13 profile

Building an LLM Project From Scratch in 2026

#rag #agenticai #llm #mongodbatlas
Comments
21 min read
A Folder of Docs Is Not a Knowledge Base
agentiknet profile

A Folder of Docs Is Not a Knowledge Base

#ai #agents #rag #devtools
2
Comments 3
8 min read
Your RAG Eval Is Checking the Receipt, Not the Patient
reidmarlow profile

Your RAG Eval Is Checking the Receipt, Not the Patient

#ai #rag #llm #programming
1
Comments 2
3 min read
AI Systems at Scale: Context Engineering, Automation Stacks, & ERP Integration
soytuber profile
soy

AI Systems at Scale: Context Engineering, Automation Stacks, & ERP Integration

#ai #rag #automation
Comments
4 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.