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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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DJ Leamen

Jul 25 '25

RAG Document Q&A System

#ai #programming #python #rag

1 min read

Cover image for Fitera: AI-Powered Nutrition and Fitness Tracking Application

Meryem Sude Gök for Mantis Stajyer Blogu

Jul 31 '25

Fitera: AI-Powered Nutrition and Fitness Tracking Application

#python #vue #langchain #rag

3 min read

Cover image for 🚀 Build AI Agents from a Prompt — Meet Nexent, the Open-Source Agent Platform

Phinease

Jul 21 '25

🚀 Build AI Agents from a Prompt — Meet Nexent, the Open-Source Agent Platform

#agentaichallenge #rag #mcp #opensource

3 min read

Cover image for What Is Vertex AI Agent Memory Bank ?

Jul 30 '25

What Is Vertex AI Agent Memory Bank ?

#ai #llm #rag #vertexai

4 min read

Cover image for Exploring RAG: Math behind Embeddings & Cosine Similarity

Dev J. Shah 🥑

Jul 29 '25

Exploring RAG: Math behind Embeddings & Cosine Similarity

#vectordatabase #rag #ai

10 min read

Cover image for RAG Systems Model (MongoDB)

Charlie Barajas

Jul 22 '25

RAG Systems Model (MongoDB)

#ai #rag #diagram #llm

1 min read

PSBigBig

Jul 28 '25

The Hidden Failures in RAG Systems — And How WFGY Fixes Them

#programming #ai #deeplearning #rag

3 min read

Cover image for 🚀 Building an AI Resume Screener with GPT-4 + LangChain + FAISS

Brahmini K

Jul 25 '25

🚀 Building an AI Resume Screener with GPT-4 + LangChain + FAISS

#langchain #openai #rag #streamlit

2 min read

Cover image for Bổ sung ngữ cảnh cho LLM: Nâng cao độ chính xác và tin cậy cho ứng dụng GenAI

Quoc-Hung Hoang

Jun 25 '25

Bổ sung ngữ cảnh cho LLM: Nâng cao độ chính xác và tin cậy cho ứng dụng GenAI

#ai #genai #llm #rag

10 min read

Cover image for RAG vs Fine-Tuning: Which One Wins the Cost Game Long-Term?

Jul 24 '25

RAG vs Fine-Tuning: Which One Wins the Cost Game Long-Term?

#azure #ai #rag #chatgpt

3 min read

Cover image for Building RAG Applications with LangChain(Part-5)

Dharmendra Singh

Jun 24 '25

Building RAG Applications with LangChain(Part-5)

#langchain #langgraph #rag #ai

3 min read

Alain Airom (Ayrom)

Jul 23 '25

Beyond Search: How to Chat with Your Documents Using AstraDB Vector Database, Docling and Granite

#astradb #rag #granite #docling

15 min read

Himanjan

Jul 22 '25

The Hidden Cost of LangChain: Why My Simple RAG System Cost 2.7x More Than Expected

#agenticai #langchain #rag #llm

7 min read

Jul 21 '25

Agent Engineering: Orchestrating and Architecting Intelligent AI Agents

#ai #llm #rag #python

9 min read

Cover image for Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

Abhishek Gautam

Jul 18 '25

Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

#vectordatabase #ai #rag

7 min read

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