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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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Your RAG Eval Isn't Flaky. Your Retrieval Is Non-Deterministic.

RRF rank drift from SQL ties
mrviduus profile

Your RAG Eval Isn't Flaky. Your Retrieval Is Non-Deterministic.

#dotnet #ai #rag #postgres
15
Comments 21
2 min read
Retrieval Augmented Generation
meotism profile

Retrieval Augmented Generation

#rag #tutorial #vietnameseblogs
Comments
2 min read
A Cognitive Benchmark for Code-RAG Retrieval: Part 2 — Why Model Rankings Depend on the Pipeline
miftakhov profile

A Cognitive Benchmark for Code-RAG Retrieval: Part 2 — Why Model Rankings Depend on the Pipeline

#rag #ai #java #machinelearning
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15 min read
Documents Aren't Bags of Chunks
valerykot profile

Documents Aren't Bags of Chunks

#ai #rag #programming #machinelearning
15
Comments 35
3 min read
Retrieval-Augmented Self-Recall — Part 2: Hybrid RAG on Nothing but Postgres
gde03 profile

Retrieval-Augmented Self-Recall — Part 2: Hybrid RAG on Nothing but Postgres

#ai #rag #postgres #database
1
Comments 2
4 min read
Portfolio de IA open source: 20+ proyectos con LLMs self-hosted en producciĂłn
adrian_368e1d3e691afab697 profile

Portfolio de IA open source: 20+ proyectos con LLMs self-hosted en producciĂłn

#iaopensource #llmselfhosted #rag #fastapi
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3 min read
Book Library: A Local RAG That Answers From My Own PDFs
bsymbolic profile

Book Library: A Local RAG That Answers From My Own PDFs

#rag #python #localllm #gpu
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5 min read
How to batch 5 coding-agent turns into 1 macro workflow
yohjisakamoto profile

How to batch 5 coding-agent turns into 1 macro workflow

#ai #opensource #testing #rag
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1 min read
Your AI Agent's Memory Has No Expiry Date: I Scored Freshness on a Real Corpus
0012303 profile

Your AI Agent's Memory Has No Expiry Date: I Scored Freshness on a Real Corpus

#ai #llm #rag #python
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14 min read
RAG - Semantic Caching
ramya_perumal profile

RAG - Semantic Caching

#ai #rag #beginners #nlp
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3 min read
Optimizing RAG Pipelines, Migrating AI Agents, and LLM-Powered Troubleshooting
soytuber profile
soy

Optimizing RAG Pipelines, Migrating AI Agents, and LLM-Powered Troubleshooting

#ai #rag #automation
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3 min read
Retrieval-Augmented Self-Recall — Part 6: The Fine-Tune That Did Nothing, and Shipping It as an MCP Server
gde03 profile

Retrieval-Augmented Self-Recall — Part 6: The Fine-Tune That Did Nothing, and Shipping It as an MCP Server

#ai #rag #mcp #machinelearning
1
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4 min read
Retrieval-Augmented Self-Recall — Part 3: Teaching RAG to Say \"I Don't Know\
gde03 profile

Retrieval-Augmented Self-Recall — Part 3: Teaching RAG to Say \"I Don't Know\

#ai #rag #llm #programming
1
Comments
5 min read
Retrieval-Augmented Self-Recall — Part 4: Benchmarking Retrieval *and* Honesty
gde03 profile

Retrieval-Augmented Self-Recall — Part 4: Benchmarking Retrieval *and* Honesty

#ai #rag #testing #programming
1
Comments
4 min read
Retrieval-Augmented Self-Recall — Part 5: The Gap Threshold That Didn't Transfer
gde03 profile

Retrieval-Augmented Self-Recall — Part 5: The Gap Threshold That Didn't Transfer

#ai #rag #machinelearning #programming
1
Comments
4 min read
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