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.
Where to cut a prompt so the cache actually hits
gsatya147 profile

Where to cut a prompt so the cache actually hits

#rag #llm #python #infrastructure
Comments
4 min read
Multi-hop questions break vector search. Here is a graph layer for Qdrant that fixes them.
demigoddsk profile

Multi-hop questions break vector search. Here is a graph layer for Qdrant that fixes them.

#rag #qdrant #python #ai
Comments
3 min read
RAG vs MAG: Two Paths to Smarter AI Memory
saumya_ranjanmohapatra_3 profile

RAG vs MAG: Two Paths to Smarter AI Memory

#ai #machinelearning #rag #llm
Comments
3 min read
Local-first multi-hop RAG: Chroma + an entity graph, zero tokens per query
demigoddsk profile

Local-first multi-hop RAG: Chroma + an entity graph, zero tokens per query

#rag #python #ai #opensource
Comments
2 min read
Vector RAG can't fix long-context state tracking (33 runs, zero variance)
he_fangsheng_23597e192e87 profile

Vector RAG can't fix long-context state tracking (33 runs, zero variance)

#ai #llm #rag
1
Comments
2 min read
From Website URL to Useful AI Support Answers: A Practical Training Workflow
kseniia_shevchenko_8f7081 profile

From Website URL to Useful AI Support Answers: A Practical Training Workflow

#ai #llm #rag #softwareengineering
Comments
4 min read
Why AI Agents Are Replacing Traditional Software
shahzad profile

Why AI Agents Are Replacing Traditional Software

#ai #programming #python #rag
Comments
4 min read
Building low-latency semantic memory for coding agents with LanceDB
wang1051992187 profile

Building low-latency semantic memory for coding agents with LanceDB

#ai #database #llm #rag
Comments 1
9 min read
RAG Cost Estimates: Token Counts, Embeddings, and Node.js Semantic Search
tony_chen_2026 profile

RAG Cost Estimates: Token Counts, Embeddings, and Node.js Semantic Search

#rag #node #ai
Comments
6 min read
When Everyone Has AI Agents, Who Knows What They’re Doing?
zhan1234 profile
Shan

When Everyone Has AI Agents, Who Knows What They’re Doing?

#ai #agents #rag
5
Comments
2 min read
langchain-rust: Build LLM apps with Ollama + local models in pure Rust — no Python needed
lili_at_32369546c2947bd24 profile
lili

langchain-rust: Build LLM apps with Ollama + local models in pure Rust — no Python needed

#ai #llm #rag #rust
Comments
1 min read
How to add UI for your RAG?!?
coji831 profile

How to add UI for your RAG?!?

#ai #fastapi #react #rag
Comments
1 min read
RAG Classifications, Architectures: A Field Guide for Production-Grade Systems
sreeraj-sreenivasan profile

RAG Classifications, Architectures: A Field Guide for Production-Grade Systems

#ai #python #rag #architecture
1
Comments 1
8 min read
Building an Airbyte Destination Connector That Embeds and Dedupes Records Before They Hit pgvector
mukesh_13 profile
Mukesh

Building an Airbyte Destination Connector That Embeds and Dedupes Records Before They Hit pgvector

#airbyte #dataengineering #pgvector #rag
Comments
4 min read
Using Vector Databases to Improve Drupal Search
joshua_wainaina_e8c1ad2f0 profile

Using Vector Databases to Improve Drupal Search

#ai #database #rag #search
1
Comments
4 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.