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.
Build Your Own AI Medical Brain: Transforming PDF Health Reports into a Graph-RAG Powerhouse with Neo4j and LangChain
beck_moulton profile

Build Your Own AI Medical Brain: Transforming PDF Health Reports into a Graph-RAG Powerhouse with Neo4j and LangChain

#rag #dataengineering #python #neo4j
1
Comments
4 min read
10 Years of Blood Reports into One Graph: Building a Personal Medical Knowledge Base with Unstructured.io, Neo4j, and LlamaIndex
wellallytech profile

10 Years of Blood Reports into One Graph: Building a Personal Medical Knowledge Base with Unstructured.io, Neo4j, and LlamaIndex

#dataengineering #ai #neo4j #rag
1
Comments
3 min read
Lost-in-the-Middle Is Still Real in 2026 (Even on 1M-Token Models)
gabrielanhaia profile

Lost-in-the-Middle Is Still Real in 2026 (Even on 1M-Token Models)

#ai #llm #rag #python
5
Comments
6 min read
RAG isn't memory. It's Ctrl+F with embeddings.
vbcherepanov profile

RAG isn't memory. It's Ctrl+F with embeddings.

#ai #llm #rag #softwareengineering
Comments
9 min read
Your Agent Memory Is Trapped. Here's the Key.
vektor_memory_43f51a32376 profile

Your Agent Memory Is Trapped. Here's the Key.

#ai #vectordatabase #rag #programming
1
Comments
6 min read
I built a RAG platform because I was tired of spending 15 minutes searching for team docs
joungminsung profile

I built a RAG platform because I was tired of spending 15 minutes searching for team docs

#showdev #ai #productivity #rag
Comments
3 min read
Preparing RAG pipeline for production
levchenkod profile

Preparing RAG pipeline for production

#ai #webdev #cicd #rag
3
Comments 2
4 min read
RAG Series (2): Building Your First RAG Pipeline with LangChain
wonderlab profile

RAG Series (2): Building Your First RAG Pipeline with LangChain

#llm #rag #langchain #opensource
Comments
10 min read
From Flat Files to a Living Memory: Building Graph-Based Semantic Memory for PocketPaw
amritesh240304 profile

From Flat Files to a Living Memory: Building Graph-Based Semantic Memory for PocketPaw

#pocketpaw #rag #networkx #vectordatabase
1
Comments
6 min read
Long Context vs RAG: When to Load the Whole Book
jeffreese profile

Long Context vs RAG: When to Load the Whole Book

#ai #rag #machinelearning #beginners
Comments 1
6 min read
A Three-Layer Memory Architecture for LLMs (Redis + Postgres + Vector) MCP
yurgenschmidt profile

A Three-Layer Memory Architecture for LLMs (Redis + Postgres + Vector) MCP

#mcp #ai #llm #rag
Comments
2 min read
Sentence Window Retrieval
rushanksavant profile

Sentence Window Retrieval

#ai #rag #langchain #python
1
Comments
4 min read
How I used DDD and hexagonal architecture to build klay+ — a flexible, provider-agnostic RAG infrastructure you can plug into any project.
carlosmgs111 profile

How I used DDD and hexagonal architecture to build klay+ — a flexible, provider-agnostic RAG infrastructure you can plug into any project.

#rag #typescript #architecture #ddd
Comments
5 min read
I Built a Knowledge Graph Into the Retrieval Pipeline and Then Dropped It in Production
kingsleyonoh profile

I Built a Knowledge Graph Into the Retrieval Pipeline and Then Dropped It in Production

#rag #hybridretrieval #knowledgegraph #neo4j
1
Comments 1
5 min read
Adding a Trust Boundary to a LlamaIndex RAG Pipeline
anviren profile

Adding a Trust Boundary to a LlamaIndex RAG Pipeline

#llamaindex #agents #security #rag
8
Comments 3
9 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.