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.
The Biggest Pitfall in GraphRAG: One Entity, Seven Identities
eyanpen profile

The Biggest Pitfall in GraphRAG: One Entity, Seven Identities

#graphrag #entitytyping #knowledgegraph #rag
Comments 1
7 min read
A $0.25 model beat a $3 model -- with better context
kenimo49 profile

A $0.25 model beat a $3 model -- with better context

#ai #llm #rag #contextengineering
Comments
7 min read
Migrating vector embeddings in production without downtime
rsamborski profile

Migrating vector embeddings in production without downtime

#rag #ai #vectordatabase #programming
30
Comments 2
6 min read
Speaking the Corpus's Language: How Multilingual RAG Stays Coherent Across Turns
harinezumigel profile

Speaking the Corpus's Language: How Multilingual RAG Stays Coherent Across Turns

#rag #python #opensource #architecture
Comments 1
8 min read
10 Chunking Strategies That Make or Break Your RAG Pipeline
klement_gunndu profile

10 Chunking Strategies That Make or Break Your RAG Pipeline

#rag #ai #python #machinelearning
18
Comments
7 min read
How I Built a RAG-Based Law Assistant with LangChain and FAISS
imohit_ojha profile

How I Built a RAG-Based Law Assistant with LangChain and FAISS

#showdev #ai #llm #rag
2
Comments 2
3 min read
Integrating AI into a Legacy Broadcasting CMS(Content-uploading Manager System): Architecture Design
sangwoo_rhie profile

Integrating AI into a Legacy Broadcasting CMS(Content-uploading Manager System): Architecture Design

#ai #architecture #rag #systemdesign
Comments
5 min read
Our Group project was chaos until this agent
pratik_patil_1f78587929f6 profile

Our Group project was chaos until this agent

#ai #llm #agents #rag
Comments 1
6 min read
Stop Losing Your Health Data! Build a Lifelong Electronic Health Record (EHR) System with Neo4j and GraphRAG đŸ„đŸ’»
wellallytech profile

Stop Losing Your Health Data! Build a Lifelong Electronic Health Record (EHR) System with Neo4j and GraphRAG đŸ„đŸ’»

#ai #python #rag #dataengineering
1
Comments
3 min read
Building a Scalable RAG Backend with Cloud Run Jobs and AlloyDB
rsamborski profile

Building a Scalable RAG Backend with Cloud Run Jobs and AlloyDB

#ai #rag #vectordatabase #programming
31
Comments 4
6 min read
Bringing The Receipts - 95% AI LLM Token Savings
jgravelle profile

Bringing The Receipts - 95% AI LLM Token Savings

#llm #mcp #performance #rag
1
Comments
10 min read
Building a Perplexity Clone for Local LLMs in 50 Lines of Python
kazkozdev profile

Building a Perplexity Clone for Local LLMs in 50 Lines of Python

#ai #llm #rag #python
1
Comments 1
6 min read
Scaling LLMs at the Edge: A journey through distillation, routers, and embeddings
walden profile

Scaling LLMs at the Edge: A journey through distillation, routers, and embeddings

#contextengineering #llm #rag #embedding
1
Comments
20 min read
15 Engineering Decisions Behind RAG Hybrid Search
klement_gunndu profile

15 Engineering Decisions Behind RAG Hybrid Search

#rag #ai #python #machinelearning
12
Comments
9 min read
RAG + FastAPI in Action: Creating a Smart Business Analytics Dashboard in Python
brandi_kitchens_developer profile

RAG + FastAPI in Action: Creating a Smart Business Analytics Dashboard in Python

#rag #python #webdev #programming
Comments
9 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.