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.
Mathematically Optimal Chunking Strategy
johnstokes228 profile

Mathematically Optimal Chunking Strategy

#rag #nlp #algorithms
Comments
8 min read
I built a RAG pipeline from scratch — no LangChain, just FastAPI + FAISS
santanu_mohanta_29 profile

I built a RAG pipeline from scratch — no LangChain, just FastAPI + FAISS

#rag #python #ai #fastapi
Comments 7
5 min read
How I Built a GraphRAG System That Saves 70-85% LLM Tokens Using TigerGraph
chinmayirhegde profile

How I Built a GraphRAG System That Saves 70-85% LLM Tokens Using TigerGraph

#rag #ai #beginners #python
1
Comments
1 min read
Documents are records waiting to exist
bimbobruno profile

Documents are records waiting to exist

#ai #data #llm #rag
Comments
2 min read
5 Obstacles I Hit Building PDF RAG in Next.js 15 — And How I Fixed Each One published: true
sriyansh_gupta_8705e5109e profile

5 Obstacles I Hit Building PDF RAG in Next.js 15 — And How I Fixed Each One published: true

#ai #webdev #rag #react
Comments 1
4 min read
RAG with EF Core and pgvector
lukaswalter profile

RAG with EF Core and pgvector

#csharp #dotnet #postgressql #rag
Comments
5 min read
I Got Tired of Reading Strangers’ Codebases, So I Built an AI That Reads Them For Me

Syntax-aware indexing via tree-sitter
nithiin7 profile

I Got Tired of Reading Strangers’ Codebases, So I Built an AI That Reads Them For Me

#ai #opensource #rag #productivity
11
Comments 6
4 min read
Your vector memory database remembers everything. That’s exactly the issue.
vektor_memory_43f51a32376 profile

Your vector memory database remembers everything. That’s exactly the issue.

#ai #vectordatabase #memory #rag
1
Comments
8 min read
En:Building a RAG Agent for SOPs
obelucca__ profile

En:Building a RAG Agent for SOPs

#python #ai #rag #langchain
1
Comments 6
4 min read
Route Context: How I Built Right Context for Agents
amingin_ai profile

Route Context: How I Built Right Context for Agents

#ai #rag #agents #development
Comments 2
9 min read
I built a RAG pipeline from scratch, and one wrong answer made me dive even deeper into AI Engineering
felipearaujobs profile

I built a RAG pipeline from scratch, and one wrong answer made me dive even deeper into AI Engineering

#ai #rag #softwareengineering #python
Comments 5
4 min read
FreshContext in agent workflows: judgment at the context handoff
immanuelgabriel profile

FreshContext in agent workflows: judgment at the context handoff

#ai #rag #agents #productivity
2
Comments 5
4 min read
LongTrainer: The Production-Ready Python RAG Framework That Replaces 500 Lines of LangChain Boilerplate
muzammil_endevsols profile

LongTrainer: The Production-Ready Python RAG Framework That Replaces 500 Lines of LangChain Boilerplate

#opensource #rag #ai #python
Comments
8 min read
Building NotesGPT: An Offline-Capable AI Study Assistant with RAG, Local LLMs, and WebGPU
divyanshu_sinha_72e579e28 profile

Building NotesGPT: An Offline-Capable AI Study Assistant with RAG, Local LLMs, and WebGPU

#ai #machinelearning #opensource #rag
Comments
4 min read
GraphRAG Explained: How Knowledge Graphs Are Transforming Modern RAG Systems
itprepvn profile
ITPrep

GraphRAG Explained: How Knowledge Graphs Are Transforming Modern RAG Systems

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