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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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How to Evaluate RAG Applications with Amazon Bedrock Knowledge Base Evaluation
sidrasaleem296 profile

How to Evaluate RAG Applications with Amazon Bedrock Knowledge Base Evaluation

#bedrock #rag
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16 min read
⚡️ BREAKING: Docling Unlocks ASR (automatic speech recognition) Power!
aairom profile

⚡️ BREAKING: Docling Unlocks ASR (automatic speech recognition) Power!

#docling #rag #llm #asr
2
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5 min read
Secure Local RAG with Role-Based Access: Spring AI, Ollama & MongoDB
timkelly profile

Secure Local RAG with Role-Based Access: Spring AI, Ollama & MongoDB

#mongodb #rag #spring #security
15
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14 min read
Local Elasticsearch Playground: A Practical Introduction and hands-on test (and moving to a RAG solution)
aairom profile

Local Elasticsearch Playground: A Practical Introduction and hands-on test (and moving to a RAG solution)

#rag #llm #elasticsearch #vectordatabase
2
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12 min read
Open-Source AI Stacks for E-Commerce (2025 Guide)
chrisywz profile

Open-Source AI Stacks for E-Commerce (2025 Guide)

#ecommerce #opensource #rag #ai
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7 min read
Medical RAG Research with txtai
davidmezzetti profile

Medical RAG Research with txtai

#ai #llm #rag #vectordatabase
1
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7 min read
Engineering a Production-Grade RAG Pipeline with Gemini & Qdrant (Design Guide + Code)
radwanbaba13 profile

Engineering a Production-Grade RAG Pipeline with Gemini & Qdrant (Design Guide + Code)

#ai #rag #gemini #llm
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8 min read
A Complete Guide to Retrieval-Augmented Generation
dhiran_sapkota profile

A Complete Guide to Retrieval-Augmented Generation

#rag #ai #vectordatabase #langchain
6
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8 min read
Semantic Similarity Score for AI RAG
alexander_uspenskiy_the_great profile

Semantic Similarity Score for AI RAG

#rag #ai #programming #python
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1 min read
How to setup RAG with VectorDB
mozes721 profile

How to setup RAG with VectorDB

#rag #ai #vectordatabase #automation
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4 min read
Scalable Character Insights from Novels Using Vector Search and LLMs
exson_joseph profile

Scalable Character Insights from Novels Using Vector Search and LLMs

#ai #rag #machinelearning #vectordatabase
1
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2 min read
RAG to Riches
sakshi_srivastava profile

RAG to Riches

#webdev #rag #programming #ai
Comments 4
3 min read
What Are Vision-Language Models (VLMs) and How Do They Work?
aairom profile

What Are Vision-Language Models (VLMs) and How Do They Work?

#docling #llm #rag #smoldocling
Comments 1
10 min read
Built an AI Assistant to Summarize and Query My Emails – Seeking Feedback
naman_mistry_b727da6da302 profile

Built an AI Assistant to Summarize and Query My Emails – Seeking Feedback

#rag #qa #ai #programming
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1 min read
Cosine Similarity in Vector Databases: Why It Matters for GenAI & RAG Systems
mohsin_khursheed_1cb9b5db profile

Cosine Similarity in Vector Databases: Why It Matters for GenAI & RAG Systems

#rag #vectordatabase #genai
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2 min read
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