Skip to content

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.

👋 Sign in for the ability to sort posts by relevant, latest, or top.

Ananya S

Feb 23

Understanding LangChain and Vector Embeddings: The Power Duo of Modern AI Applications

#ai #langchain #vectordatabase #rag

5 min read

vapmail16

Feb 24

RAG From Scratch: Build a System That Answers Questions From Your Docs

#ai #rag #tutorial #python

5 min read

FARHAN HABIB FARAZ

Jan 21

The FAQ Bot That Made Up Answers When It Couldn’t Find Real Ones

#discuss #rag #hallucination #ai

4 min read

Feb 24

Elasticsearch: Best Memory for Agents

#agents #ai #database #rag

9 min read

Feb 24

Hybrid Search for E-commerce: When Keywords Alone Fail

#python #machinelearning #database #rag

3 min read

Sandeep Pamarthi

Feb 24

Graph RAG: Architecture and Implementation of Knowledge-Graph-Augmented Generation

#rag #neo4j #ai #datascience

9 min read

Luis M

Jan 21

Why Feature Stores Didn't Fix Training–Serving Skew

#machinelearning #rag #vectordatabase #mlops

4 min read

TJ Sweet

Feb 23

How I sped up HNSW construction ~2.7x

#vectordatabase #hnsw #rag #indexing

4 min read

Cloyou

Feb 22

How to Build a Simple Persistent Memory Layer for LLM Apps (With Code)

#llm #python #rag #tutorial

3 min read

TI for Kreuzberg

Feb 23

Building a RAG pipeline with Kreuzberg and LangChain

#rag #ai #machinelearning

6 min read

Dev J. Shah 🥑

Feb 22

Chunking for context: 6 Strategies Every AI Engineer Should Know

#ai #rag

6 min read

Sergey

Feb 22

Beyond the AI Chatbot Hype: Why We Built a Hybrid Agent Instead of Buying One

#chatbot #ai #rag

15 min read

Anirban Das for AWS Community Builders

Feb 22

Building a Production-Ready RAG Chatbot with AWS Bedrock, LangChain, and Terraform

#aws #llm #rag #terraform

12 min read

Jan 18

TalentArch-AI: Building an Architectural Talent Matching Agent

#ai #python #rag #recruitment

5 min read

Feb 22

LLM-as-a-Judge: Automated Scoring and Reliability vs. Human Evaluation

#ai #llm #rag #testing

6 min read

👋 Sign in for the ability to sort posts by relevant, latest, or top.