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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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RAG vs Fine-Tuning vs Context Stuffing: What We've Learned Building AI Apps for Clients
emperorakashi20 profile

RAG vs Fine-Tuning vs Context Stuffing: What We've Learned Building AI Apps for Clients

#aiautomation #rag #finetuning #aiarchitecture
Comments
8 min read
Introduction to RAG for LLMs: Sparse (Lexical) RAG and Dense RAG (Semantic Vector Search)
jun07 profile

Introduction to RAG for LLMs: Sparse (Lexical) RAG and Dense RAG (Semantic Vector Search)

#machinelearning #ai #python #rag
2
Comments
25 min read
RAG Series (8): RAG Evaluation System — Speaking with Data
wonderlab profile

RAG Series (8): RAG Evaluation System — Speaking with Data

#rag #ragas #llm #evaluation
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9 min read
Cache-Augmented Generation (CAG): A RAG-less Approach to Document QA
nilofer_tweets profile

Cache-Augmented Generation (CAG): A RAG-less Approach to Document QA

#ai #machinelearning #opensource #rag
4
Comments
4 min read
Build a RAG agent with LangChain and Ollama
fortune-ndlovu profile

Build a RAG agent with LangChain and Ollama

#python #rag #langchain #ollama
5
Comments 2
22 min read
Building Persistent AI Agent Memory Systems That Actually Work
iniyarajan86 profile

Building Persistent AI Agent Memory Systems That Actually Work

#aiagents #memorysystems #rag #vectordatabases
Comments
8 min read
How to Download and Upload Large Models with the Hugging Face CLI
opensite profile

How to Download and Upload Large Models with the Hugging Face CLI

#huggingface #ai #aiops #rag
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2 min read
Forget Your RAG: Build Your Own LLM Wiki in C# with Ollama + Kimi (Step‑by‑Step Guide)
auyeungdavid_2847435260 profile

Forget Your RAG: Build Your Own LLM Wiki in C# with Ollama + Kimi (Step‑by‑Step Guide)

#llm #wiki #dotnet #rag
6
Comments
10 min read
We Gave an AI Agent a Long Context Caching Idea. Here's what happened next!
gaurav_vij137 profile

We Gave an AI Agent a Long Context Caching Idea. Here's what happened next!

#ai #rag #llm #gemma
2
Comments
7 min read
I Built an AI Chatbot That Knows Everything About Me
akromdev profile

I Built an AI Chatbot That Knows Everything About Me

#ai #rag #typescript #tutorial
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6 min read
Building a RAG Evaluation Harness That Actually Catches Problems
shiva_shrestha_1b37675aab profile

Building a RAG Evaluation Harness That Actually Catches Problems

#rag #ai #python #llm
3
Comments 1
5 min read
Introducing HCEL: The Most Fluent Way to Build AI Pipelines in TypeScript
arslan_mecom profile

Introducing HCEL: The Most Fluent Way to Build AI Pipelines in TypeScript

#ai #llm #rag #typescript
5
Comments
7 min read
Beyond Static RAG: Using 1958 Biochemistry to Beat Multi-Hop Retrieval by 14%
emilcelestix profile
Emil

Beyond Static RAG: Using 1958 Biochemistry to Beat Multi-Hop Retrieval by 14%

#machinelearning #ai #python #rag
Comments
2 min read
Why Domain Knowledge Is the Core Architecture of Fine-Tuning and RAG — Not an Afterthought
nikhil_ramank_152ca48266 profile

Why Domain Knowledge Is the Core Architecture of Fine-Tuning and RAG — Not an Afterthought

#llm #rag #finetuning #genai
Comments
8 min read
Agentic AI & LLM-Powered Workflows Transform Development
soytuber profile
soy

Agentic AI & LLM-Powered Workflows Transform Development

#ai #rag #automation
1
Comments 1
3 min read
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