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

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

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2 min read
Between Structure and Imagination: What happens when code becomes a sketchpad for ideas.

Between Structure and Imagination: What happens when code becomes a sketchpad for ideas.

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8 min read
How to setup RAG with VectorDB

How to setup RAG with VectorDB

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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

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

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

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

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3 min read
Building RAG Applications with LangChain(Part-5)

Building RAG Applications with LangChain(Part-5)

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3 min read
Medical RAG Research with txtai

Medical RAG Research with txtai

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

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

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7 min read
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

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2 min read
Comprehending RAGs with a keyword search [LLM A1]

Comprehending RAGs with a keyword search [LLM A1]

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3 min read
10 Best LangChain Alternatives You Must Know in 2025

10 Best LangChain Alternatives You Must Know in 2025

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6 min read
Graphs over Chains - My LangGraph Journey (part-1)

Graphs over Chains - My LangGraph Journey (part-1)

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3 min read
Evaluate your Prompt- No Guesswork!

Evaluate your Prompt- No Guesswork!

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1 min read
Democratizing AI: Building a RAG System with Gemma and LangChain

Democratizing AI: Building a RAG System with Gemma and LangChain

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3 min read
Retrieval-Augmented Generation (RAG): A Deep Technical Dive

Retrieval-Augmented Generation (RAG): A Deep Technical Dive

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2 min read
How I ditched LangChain to create my own custom RAG

How I ditched LangChain to create my own custom RAG

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

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

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2 min read
The Hidden Bias in AI Code Generation

The Hidden Bias in AI Code Generation

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4 min read
Build a RAG-powered assistant

Build a RAG-powered assistant

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2 min read
The Bug That Cost Us $10,000: A Postmortem on a Rogue AWS Lambda Function

The Bug That Cost Us $10,000: A Postmortem on a Rogue AWS Lambda Function

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3 min read
Build Smart AI Apps with RAG: Smart Chatbots You Can Actually Trust

Build Smart AI Apps with RAG: Smart Chatbots You Can Actually Trust

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2 min read
Couchbase Weekly Updates - July 11, 2025

Couchbase Weekly Updates - July 11, 2025

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2 min read
Next-Gen Q&A: Retrieval-Augmented AI with Chroma Vector Store

Next-Gen Q&A: Retrieval-Augmented AI with Chroma Vector Store

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2 min read
3 Issues That Remote MCP Developers Should Avoid

3 Issues That Remote MCP Developers Should Avoid

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3 min read
Retrieval-Augmented Generation (RAG) for AI starter

Retrieval-Augmented Generation (RAG) for AI starter

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3 min read
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