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# 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.

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Jan 23

RAGStack-Lambda: Scale-to-Zero RAG with Multimodal Search

#aws #rag #ai #cloud

1 min read

Cover image for Is Your RAG System Leaking Data? 5 Minute Security Check

Jan 23

Is Your RAG System Leaking Data? 5 Minute Security Check

#rag #chatgpt #cybersecurity #ai

7 min read

Cover image for Tired of ChatGPT "forgetting" context, so I engineered a Private "Second Brain" using MERN & Local Llama 3 🧠

Somnath Khadanga

Jan 23

Tired of ChatGPT "forgetting" context, so I engineered a Private "Second Brain" using MERN & Local Llama 3 🧠

#rag #mern #ai #selfhosted

3 min read

Jan 23

Demystifying the AI Jungle: Connecting the Dots

#ai #beginners #llm #rag

5 min read

Cover image for Building QuantTrade AI: Where Wall Street Meets Machine Learning📈

Yash Joshi

Jan 23

Building QuantTrade AI: Where Wall Street Meets Machine Learning📈

#largelanguagemodel #rag #vectordatabase #ai

4 min read

Cover image for How a RAG Agent Helped My Father's Shoulder Treatment (And Saved ₹30,000).

Jan 22

How a RAG Agent Helped My Father's Shoulder Treatment (And Saved ₹30,000).

#ai #vectordatabase #rag #insurance

5 min read

Wojtek Pluta for Oracle Developers

Jan 22

Build a Scalable Multi-Agent RAG System with A2A Protocol, Oracle AI Database and LangChain

#ai #rag #oracle #langchain

7 min read

Cover image for Designing RAG Pipelines That Survive Production Traffic

Jan 22

Designing RAG Pipelines That Survive Production Traffic

#ai #rag #llm #programming

3 min read

Cover image for The RAG System That Retrieved Perfect Chunks (But Answered Wrong Anyway)

FARHAN HABIB FARAZ

Jan 22

The RAG System That Retrieved Perfect Chunks (But Answered Wrong Anyway)

#discuss #rag #chunking #ai

4 min read

Cover image for The RAG System That Mixed Documentation From Different Products (And Created Frankenstein Instructions)

FARHAN HABIB FARAZ

Jan 22

The RAG System That Mixed Documentation From Different Products (And Created Frankenstein Instructions)

#retrieval #rag #ai #automation

5 min read

Cover image for Self-RAG vs Adaptive RAG vs Corrective RAG

Parth Sarthi Sharma

Jan 22

Self-RAG vs Adaptive RAG vs Corrective RAG

#ai #rag #vectordatabase #softwareengineering

3 min read

Cover image for The RAG System That Found Contradicting Answers (And Confidently Picked The Wrong One)

FARHAN HABIB FARAZ

Jan 22

The RAG System That Found Contradicting Answers (And Confidently Picked The Wrong One)

#discuss #contradictions #rag #ai

4 min read

Cover image for Building an Autonomous RFP Response Engine with Python

Jan 22

Building an Autonomous RFP Response Engine with Python

#python #rag #ai #automation

5 min read

Cover image for The Context Window Paradox: Why Bigger Isn't Always Better in AI

Suryadeepsinh Gohil

Jan 21

The Context Window Paradox: Why Bigger Isn't Always Better in AI

#contextengineering #rag #systemdesign #llmops

19 min read

David Mezzetti for NeuML

Jan 21

OpenCode as a txtai LLM

#ai #llm #rag #vectordatabase

3 min read

Jan 21

Safety boundaries for AI agents: stop sensitive actions + data leaks at the prompt layer

#ai #mcp #rag #programming

7 min read

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

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

Cover image for RAG Pipeline Deep Dive: Ingestion, Chunking, Embedding, and Vector Search

Ryan Giggs

Jan 21

RAG Pipeline Deep Dive: Ingestion, Chunking, Embedding, and Vector Search

#rag #vectorsearch #vectordatabase #embeddingmodels

10 min read

Cover image for LangChain vs LangGraph vs Semantic Kernel vs Google AI ADK vs CrewAI

Parth Sarthi Sharma

Jan 20

LangChain vs LangGraph vs Semantic Kernel vs Google AI ADK vs CrewAI

#ai #rag #softwareengineering #llm

3 min read

Cover image for Why Feature Stores Didn't Fix Training–Serving Skew

Luis M

Jan 21

Why Feature Stores Didn't Fix Training–Serving Skew

#machinelearning #rag #vectordatabase #mlops

4 min read

Cover image for 站內搜尋加上 AI：使用 Google Vertex AI Search（RAG）打造智慧問答型搜尋

Jan 20

站內搜尋加上 AI：使用 Google Vertex AI Search（RAG）打造智慧問答型搜尋

#google #vertexai #rag #gemini

4 min read

Cover image for The Quiet Rebellion: Waking Up Your AI

Jan 18

The Quiet Rebellion: Waking Up Your AI

#private #ai #rag #llm

3 min read

Cover image for OCI Generative AI and LangChain: Building Enterprise AI Applications with Oracle

Ryan Giggs

Jan 19

OCI Generative AI and LangChain: Building Enterprise AI Applications with Oracle

#langchain #ocigenai #oracledatabase23ai #rag

9 min read

Jan 18

TalentArch-AI: Building an Architectural Talent Matching Agent

#ai #python #rag #recruitment

5 min read

Cover image for Running a RAG Pipeline in a Production Full-Stack Application (Without a Vector Database)

Matia Rašetina

Jan 19

Running a RAG Pipeline in a Production Full-Stack Application (Without a Vector Database)

#aws #rag #programming #python

6 min read

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