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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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Building a Mini Palantir: A Local Graph-RAG Engine with Ontology, Security, and Self-Evolution (Alpha)
hashevolution profile

Building a Mini Palantir: A Local Graph-RAG Engine with Ontology, Security, and Self-Evolution (Alpha)

#rag #llm #python #opensource
1
Comments 1
6 min read
CocoIndex Review: Incremental RAG Engine for AI Agents
andrew-ooo profile

CocoIndex Review: Incremental RAG Engine for AI Agents

#cocoindex #rag #incrementalindexing #aiagents
Comments 1
10 min read
How We Use RAG for Knowledge Base Search in AutoBot
mrveiss profile

How We Use RAG for Knowledge Base Search in AutoBot

#autobot #rag #ai #knowledgebase
Comments
5 min read
80% of RAG Failures Start Here (And It's Not the LLM)
ragprep profile

80% of RAG Failures Start Here (And It's Not the LLM)

#rag #llm #ai #mcp
4
Comments
2 min read
RAG Series (14): Self-RAG — Let the Model Decide Whether to Retrieve
wonderlab profile

RAG Series (14): Self-RAG — Let the Model Decide Whether to Retrieve

#ai #rag #ragas #langchain
Comments
6 min read
Auto-Merging RAG: Hierarchical Retrieval ⛓️
rushanksavant profile

Auto-Merging RAG: Hierarchical Retrieval ⛓️

#ai #rag #langchain #python
2
Comments 3
5 min read
Broken vs Governed RAG Pipelines
saleem_yousaf profile

Broken vs Governed RAG Pipelines

#ai #architecture #rag #security
Comments
2 min read
I Built SuperML.dev to Document Production-Grade AI Architecture — Here’s What I Learned
superml profile

I Built SuperML.dev to Document Production-Grade AI Architecture — Here’s What I Learned

#ai #machinelearning #architecture #rag
4
Comments
4 min read
The AI Engineer Illusion: Why Calling LLM APIs Is Not Enough
dinyangetoh profile

The AI Engineer Illusion: Why Calling LLM APIs Is Not Enough

#ai #rag #agents #openai
2
Comments 1
6 min read
RAG is Not Dead - It’s Just Becoming Agent Memory
dhruvjoshi9 profile

RAG is Not Dead - It’s Just Becoming Agent Memory

#discuss #rag #ai #programming
6
Comments 2
5 min read
How I Accidentally Rebuilt the Human Brain Trying to Stop a Chatbot From Forgetting Me
upayanghosh profile

How I Accidentally Rebuilt the Human Brain Trying to Stop a Chatbot From Forgetting Me

#ai #programming #rag #architecture
1
Comments 1
26 min read
Synthadoc: Routing at Scale, Quality Gates, and the Knowledge Backend Pattern
paul_chen_90371fe7426cb44 profile

Synthadoc: Routing at Scale, Quality Gates, and the Knowledge Backend Pattern

#ai #architecture #rag #softwareengineering
9
Comments
13 min read
Day 4 - Chunking continued - RAG
indumathi__r profile

Day 4 - Chunking continued - RAG

#ai #nlp #python #rag
Comments
1 min read
How /search and /ask Work: Local Hybrid RAG with ChromaDB + SQLite FTS5
sviat_barbutsa profile

How /search and /ask Work: Local Hybrid RAG with ChromaDB + SQLite FTS5

#rag #python #ai #database
Comments
10 min read
Why RAG Alone Cannot Understand Infrastructure
siddharth_pandey_27 profile

Why RAG Alone Cannot Understand Infrastructure

#ai #architecture #infrastructure #rag
3
Comments 3
3 min read
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