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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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How to Build a RAG Pipeline from PDFs Using Python
kevin_menesesgonzlez profile

How to Build a RAG Pipeline from PDFs Using Python

#python #rag #llm #ai
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Comments 2
5 min read
Documentation Doesn't Accumulate Knowledge
valerykot profile

Documentation Doesn't Accumulate Knowledge

#discuss #ai #rag #machinelearning
1
Comments 4
2 min read
André Dias Moreira Prol: Securely Connecting AI to Internal Docs With RAG
andr_diasmoreiraprol_b profile

André Dias Moreira Prol: Securely Connecting AI to Internal Docs With RAG

#ai #rag #llm #enterprise
1
Comments
3 min read
Mastra Multi-Agent Pipeline: Coordinating Four TypeScript Agents Without Losing State
mech_app_ai profile

Mastra Multi-Agent Pipeline: Coordinating Four TypeScript Agents Without Losing State

#agents #ai #rag #typescript
Comments 2
6 min read
I Built a Personal AI That Actually Knows My Projects (RAG + Ollama, Zero Cloud)
samhartley_dev profile

I Built a Personal AI That Actually Knows My Projects (RAG + Ollama, Zero Cloud)

#ai #rag #ollama #selfhosted
Comments 2
5 min read
I Built a Personal AI That Actually Knows My Projects (RAG + Ollama, Zero Cloud)
samhartley_dev profile

I Built a Personal AI That Actually Knows My Projects (RAG + Ollama, Zero Cloud)

#ai #rag #ollama #selfhosted
Comments
5 min read
MCP Just Went Stateless and "Broke" Half the Ecosystem: Here Is My Fix

Hidden breaking imports and payload bloat risks
kike profile

MCP Just Went Stateless and "Broke" Half the Ecosystem: Here Is My Fix

#mcp #rag #claude #python
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Comments 6
5 min read
Vector Search Fundamentals for RAG Design: ANN (HNSW), Distance Metrics, Metadata Filtering, and BM25
hiroki-kameyama profile

Vector Search Fundamentals for RAG Design: ANN (HNSW), Distance Metrics, Metadata Filtering, and BM25

#rag #vectorsearch #hnsw #llm
Comments 2
5 min read
My RAG Pipeline Got Hijacked by Retrieved Text: An Accidental Prompt Injection
darshan_kunwar profile

My RAG Pipeline Got Hijacked by Retrieved Text: An Accidental Prompt Injection

#rag #llm #machinelearning #opensource
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Comments 11
9 min read
Leonard Shelby Is a RAG Pipeline
javad_abazari profile

Leonard Shelby Is a RAG Pipeline

#ai #rag #memento
Comments
5 min read
Agentic RAG: What Happens When Retrieval Becomes a Decision Instead of a Step
lavitra profile

Agentic RAG: What Happens When Retrieval Becomes a Decision Instead of a Step

#agents #ai #llm #rag
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Comments 10
4 min read
Try to Break Our AI Memory Benchmark
ethanbeirne profile

Try to Break Our AI Memory Benchmark

#showdev #ai #rag #testing
Comments
2 min read
Most RAG Problems Don’t Start With the LLM
tushar_vashishth_45ef7ac3 profile

Most RAG Problems Don’t Start With the LLM

#ai #rag #mcp #webdev
1
Comments 1
4 min read
Building Production-Ready RAG Applications: A Practical Guide
kaixintelligence profile

Building Production-Ready RAG Applications: A Practical Guide

#ai #architecture #llm #rag
1
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4 min read
Building and Understanding Basic Retrieval-Augmented Generation (RAG) System
nimeshpanda profile

Building and Understanding Basic Retrieval-Augmented Generation (RAG) System

#ai #python #rag #gemini
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2 min read
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