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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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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 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

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 🥽 Deep Dive: Understanding Contextual Recall 🎯 in RAG Systems

Kairus Noah Tecson

Feb 4

🥽 Deep Dive: Understanding Contextual Recall 🎯 in RAG Systems

#ai #llm #machinelearning #rag

3 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

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 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

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