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.
AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally
67d9a7007 profile

AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally

#security #ai #llm #rag
2
Comments 1
3 min read
How I Built a Hallucination Detector for RAG Pipelines in Python
devasish_banerjee_b55ceb1 profile

How I Built a Hallucination Detector for RAG Pipelines in Python

#python #rag #llm #machinelearning
Comments 1
3 min read
The architecture of persistent AI memory: Beyond simple vector search
ishqdehlvi profile

The architecture of persistent AI memory: Beyond simple vector search

#agents #ai #architecture #rag
Comments
2 min read
Introducing Citai: the RAG engine I built across 6 articles — now free to try
martin_palopoli profile

Introducing Citai: the RAG engine I built across 6 articles — now free to try

#showdev #ai #python #rag
Comments 2
6 min read
Compound AI Systems: How I Connect Multiple Models in a Single Production Product
tilak_raj_tech profile

Compound AI Systems: How I Connect Multiple Models in a Single Production Product

#ai #machinelearning #openai #rag
Comments
2 min read
Presentando Citai: el motor RAG que construí en 6 artículos — y que ahora podés probar gratis
martin_palopoli profile

Presentando Citai: el motor RAG que construí en 6 artículos — y que ahora podés probar gratis

#showdev #rag #ai #python
1
Comments
6 min read
Why Your LLM Ignores Detailed Instructions (It's Not a Bug)
takawasi_a3daaa65d00ffee8 profile

Why Your LLM Ignores Detailed Instructions (It's Not a Bug)

#rag
Comments
2 min read
Most GenAI chatbot tutorials stop at “call an LLM get an answer.”
ravindrasinghshah profile

Most GenAI chatbot tutorials stop at “call an LLM get an answer.”

#ai #genai #rag #chatapp
Comments
1 min read
🚀 Beyond RAG: Simulating the Future with MiroFish
techwithhari profile

🚀 Beyond RAG: Simulating the Future with MiroFish

#ai #rag #machinelearning #data
2
Comments
2 min read
Perfect Retrieval Recall on LongMemEval — Running Fully Local
bozbuilds profile

Perfect Retrieval Recall on LongMemEval — Running Fully Local

#opensource #ai #rag #machinelearning
Comments 1
4 min read
AI Products Break on the Data Layer — Not on the Next Model Release
_4f268336f6580845cdc475 profile

AI Products Break on the Data Layer — Not on the Next Model Release

#ai #rag #memory
6
Comments 2
5 min read
I Ran 500 More Agent Memory Experiments. The Real Problem Wasn’t Recall. It Was Binding.

Rigor beyond happy-path testing
marcosomma profile

I Ran 500 More Agent Memory Experiments. The Real Problem Wasn’t Recall. It Was Binding.

#ai #programming #rag #graphknowledge
56
Comments 29
14 min read
A Unified View of AI Evolution: From Machine Learning to LLMs, RAG, and Fine-Tuning
naimulkarim profile

A Unified View of AI Evolution: From Machine Learning to LLMs, RAG, and Fine-Tuning

#ai #llm #machinelearning #rag
Comments
5 min read
Beyond Vector Search: Building a Clause Forest (FoC) Architecture for Financial RAG
xiaojing_liu_85d65a8b99e4 profile

Beyond Vector Search: Building a Clause Forest (FoC) Architecture for Financial RAG

#algorithms #architecture #llm #rag
Comments
7 min read
🧠 Streaming LLM APIs Can Quietly Give Free Tokens
abhisolankii profile

🧠 Streaming LLM APIs Can Quietly Give Free Tokens

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