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

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

#programming #ai #deeplearning #rag
1
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3 min read
Retrieval Technique Series-6.A Discourse on Design in High-Performance Retrieval Systems
yaruyng profile

Retrieval Technique Series-6.A Discourse on Design in High-Performance Retrieval Systems

#rag
1
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4 min read
Snowflake AI_EMBED Function - Your Gateway to Unified Multimodal Vector Search
tsubasa_tech profile

Snowflake AI_EMBED Function - Your Gateway to Unified Multimodal Vector Search

#snowflake #vectordatabase #multimodal #rag
1
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5 min read
🚀 Building an AI Resume Screener with GPT-4 + LangChain + FAISS
brahmini_k profile

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

#langchain #openai #rag #streamlit
1
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2 min read
🚀 Amazon S3 Adds Native Vector Search — A Game-Changer for GenAI Builders (Especially Students)
im_vishal_7f385279556073 profile

🚀 Amazon S3 Adds Native Vector Search — A Game-Changer for GenAI Builders (Especially Students)

#aws #rag #ai #machinelearning
1
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4 min read
Bổ sung ngữ cảnh cho LLM: Nâng cao độ chính xác và tin cậy cho ứng dụng GenAI
hoangquochung1110 profile

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

#ai #genai #llm #rag
6
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10 min read
RAG vs Fine-Tuning: Which One Wins the Cost Game Long-Term?
remojansen profile

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

#azure #ai #rag #chatgpt
2
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3 min read
Building RAG Applications with LangChain(Part-5)
dharmendra_singh_786 profile

Building RAG Applications with LangChain(Part-5)

#langchain #langgraph #rag #ai
1
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3 min read
Beyond Search: How to Chat with Your Documents Using AstraDB Vector Database, Docling and Granite
aairom profile

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

#astradb #rag #granite #docling
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15 min read
The Hidden Cost of LangChain: Why My Simple RAG System Cost 2.7x More Than Expected
himanjan profile

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

#agenticai #langchain #rag #llm
3
Comments 3
7 min read
RAG Reality Check: My Unfiltered Journey from Zero to Implementation (and What I Learned)
tpacce profile

RAG Reality Check: My Unfiltered Journey from Zero to Implementation (and What I Learned)

#rag #programming #learning #myexperience
Comments 1
6 min read
Agent Engineering: Orchestrating and Architecting Intelligent AI Agents
shashikant86 profile

Agent Engineering: Orchestrating and Architecting Intelligent AI Agents

#ai #llm #rag #python
1
Comments 2
9 min read
How I Built a RAG System in Rails Using Nomic Embeddings and OpenAI
travelingwilbur profile

How I Built a RAG System in Rails Using Nomic Embeddings and OpenAI

#rag #openai #ai #rails
1
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2 min read
Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints
abhishek_gautam-01 profile

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

#vectordatabase #ai #rag
2
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7 min read
halfvec: Half the Bits, Twice the speed?
abhishek_gautam-01 profile

halfvec: Half the Bits, Twice the speed?

#rag #vectordatabase #ai #openai
1
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7 min read
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