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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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Mathematically Optimal Chunking Strategy
johnstokes228 profile

Mathematically Optimal Chunking Strategy

#rag #nlp #algorithms
Comments
8 min read
How I Built a GraphRAG System That Saves 70-85% LLM Tokens Using TigerGraph
chinmayirhegde profile

How I Built a GraphRAG System That Saves 70-85% LLM Tokens Using TigerGraph

#rag #ai #beginners #python
1
Comments
1 min read
Documents are records waiting to exist
bimbobruno profile

Documents are records waiting to exist

#ai #data #llm #rag
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2 min read
Reranker Fine-Tuning on Click Data: When Off-the-Shelf Stops Winning
gabrielanhaia profile

Reranker Fine-Tuning on Click Data: When Off-the-Shelf Stops Winning

#rag #ai #machinelearning #search
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8 min read
RAG in Rust, Multi-Agent Orchestration with Hermes, and Arm Metis AI Security Framework
soytuber profile
soy

RAG in Rust, Multi-Agent Orchestration with Hermes, and Arm Metis AI Security Framework

#ai #rag #automation
Comments 1
3 min read
RAG with EF Core and pgvector
lukaswalter profile

RAG with EF Core and pgvector

#csharp #dotnet #postgressql #rag
Comments
5 min read
I Got Tired of Reading Strangers’ Codebases, So I Built an AI That Reads Them For Me

Syntax-aware indexing via tree-sitter
nithiin7 profile

I Got Tired of Reading Strangers’ Codebases, So I Built an AI That Reads Them For Me

#ai #opensource #rag #productivity
11
Comments 6
4 min read
Route Context: How I Built Right Context for Agents
amingin_ai profile

Route Context: How I Built Right Context for Agents

#ai #rag #agents #development
Comments 2
9 min read
I built a RAG pipeline from scratch, and one wrong answer made me dive even deeper into AI Engineering
felipearaujobs profile

I built a RAG pipeline from scratch, and one wrong answer made me dive even deeper into AI Engineering

#ai #rag #softwareengineering #python
Comments 5
4 min read
FreshContext in agent workflows: judgment at the context handoff
immanuel_gabriel_341393bf profile

FreshContext in agent workflows: judgment at the context handoff

#ai #rag #agents #productivity
2
Comments 5
4 min read
LongTrainer: The Production-Ready Python RAG Framework That Replaces 500 Lines of LangChain Boilerplate
muzammil_endevsols profile

LongTrainer: The Production-Ready Python RAG Framework That Replaces 500 Lines of LangChain Boilerplate

#opensource #rag #ai #python
Comments
8 min read
Building NotesGPT: An Offline-Capable AI Study Assistant with RAG, Local LLMs, and WebGPU
divyanshu_sinha_72e579e28 profile

Building NotesGPT: An Offline-Capable AI Study Assistant with RAG, Local LLMs, and WebGPU

#ai #machinelearning #opensource #rag
Comments
4 min read
GraphRAG Explained: How Knowledge Graphs Are Transforming Modern RAG Systems
itprepvn profile
ITPrep

GraphRAG Explained: How Knowledge Graphs Are Transforming Modern RAG Systems

#ai #llm #rag #machinelearning
Comments
3 min read
72% -> 75% -> 92%: a reproducible RAG validation
hidekimori profile

72% -> 75% -> 92%: a reproducible RAG validation

#rag #ai #promptengineering #tutorial
Comments 3
12 min read
Day 11: Conversational RAG — How to Chat with Your Documents 💬
rushanksavant profile

Day 11: Conversational RAG — How to Chat with Your Documents 💬

#ai #langchain #rag #python
Comments
2 min read
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