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.
My embedding model couldn't find "order 48207". Here's the one-line fix and what LongMemEval said next.
lng_l_95dcf5de35ba45ef profile

My embedding model couldn't find "order 48207". Here's the one-line fix and what LongMemEval said next.

#ai #rag #llm #opensource
1
Comments 2
3 min read
How to Design Multi-Tenant Help Center Retrieval Architecture: Freshness and Chunking
viggoknight2318 profile

How to Design Multi-Tenant Help Center Retrieval Architecture: Freshness and Chunking

#rag #multitenant #observability
1
Comments
5 min read
保护你的记忆资产
vinsonwild profile

保护你的记忆资产

#agents #ai #privacy #rag
Comments
1 min read
Docling: Turn Messy Documents into Clean Data for Your AI App
arshtechpro profile

Docling: Turn Messy Documents into Clean Data for Your AI App

#ai #agents #python #rag
6
Comments 1
2 min read
Day 04/90: Lost in the Middle — Can RAG Find the Right Evidence and Still Get the Answer Wrong?_Evidence_
rimsha_kanwal profile

Day 04/90: Lost in the Middle — Can RAG Find the Right Evidence and Still Get the Answer Wrong?_Evidence_

#challenge #rag #ai #llm
2
Comments
3 min read
Breaking the Cloud Lock-In: Complete OVHcloud Automation via Crossplane Provider OVH 2.17.0
hamza_dev_talks profile

Breaking the Cloud Lock-In: Complete OVHcloud Automation via Crossplane Provider OVH 2.17.0

#rag #cloud
Comments
4 min read
Collecting knowledge fails because of people. So we built an AI colleague.
brotzka profile

Collecting knowledge fails because of people. So we built an AI colleague.

#ai #rag #architecture #postgres
1
Comments
8 min read
RAG Grows Up — Config Bugs, Poisoned Indexes, and a Reckoning Over What Counts as Agent Memory
felipe0liveira profile

RAG Grows Up — Config Bugs, Poisoned Indexes, and a Reckoning Over What Counts as Agent Memory

#architecture #llm #rag #security
2
Comments 2
10 min read
Hybrid Search for RAG: Why Your Vector Search Misses "TS-999" (and the 20-Line Fix)
m_t_ramkrushna profile

Hybrid Search for RAG: Why Your Vector Search Misses "TS-999" (and the 20-Line Fix)

#ai #rag #llm #python
Comments 3
4 min read
What Is RAG? Retrieval-Augmented Generation Explained
amareswer profile

What Is RAG? Retrieval-Augmented Generation Explained

#ai #rag #llm #ollama
Comments
3 min read
LLM Wiki's Two-Step Chain-of-Thought Ingest: How Incremental Cache and Source Traceability Replace Traditional RAG
mech_app_ai profile

LLM Wiki's Two-Step Chain-of-Thought Ingest: How Incremental Cache and Source Traceability Replace Traditional RAG

#ai #github #llm #rag
1
Comments
6 min read
How Do LLMs Predict the Next Word? Understanding Token Prediction
agrima-06 profile

How Do LLMs Predict the Next Word? Understanding Token Prediction

#programming #rag #llm
5
Comments
4 min read
Judge noise or answer noise? What really moves RAG evaluation scores
hualiphd profile

Judge noise or answer noise? What really moves RAG evaluation scores

#rag #llm #machinelearning #evaluation
Comments
12 min read
I built a Mac app that turns document folders into RAG-ready Markdown — locally
alan_scales_f5903e50d013d profile

I built a Mac app that turns document folders into RAG-ready Markdown — locally

#showdev #ai #rag #mac
Comments
3 min read
Why Autonomous Coding Agents Need FalkorDB: The Case for Causal Invalidation
geetika_chugh_246 profile

Why Autonomous Coding Agents Need FalkorDB: The Case for Causal Invalidation

#falkordb #ai #rag #agents
2
Comments 1
7 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.