Author

AutoRAG

@autorag

articles: 11
total claps: 110
top claps: 55
avg read: 2.8 min
active: 2024-06-11 → 2024-11-08

Wiki topics

RAG · RAG & Retrieval · 11 LLM · Large Language Models · 4 EVAL · Evaluation & Benchmarks · 3 🔭 · Astronomy & Space · 2 🔓 · Open Source · 1 AGT · AI Agents · 1

Top tags

#autorag ·11 #rags ·9 #chunking ·2 #retrieval ·2 #data ·2 #llm ·2 #bm25 ·1 #tokenizer ·1 #question-generation ·1 #langchain ·1

AU AutoRAG

How much does chunking improve RAG performance?

check out how much does chunking improve RAG performance!

Aug 10, 2024 · 2 min read · 55 claps #chunking #rags #autorag

AU AutoRAG

5 RAG Chunking Methods!

There are tons of chunking methods in RAG, and thanks to active research, there’s a lot more coming.

Sep 23, 2024 · 2 min read · 27 claps #chunking #rags #autorag

AU AutoRAG

What is going on under the hood of Langchain Ensemble Retriever?

How to use optimized hybrid retrieval by AutoRAG in Langchain

Aug 19, 2024 · 4 min read · 9 claps #langchain #retriever #retrieval

What is going on under the hood of Langchain Ensemble Retriever?

AU AutoRAG

Understanding UPR Reranker — AutoRAG

Series on Advanced RAG Modules in AutoRAG — 1

Jun 11, 2024 · 3 min read · 6 claps #autorag #rags #reranker

AU AutoRAG

Use RAG tips from Anthropic using AutoRAG

Anthropic shared an insightful blog post about RAG techniques. You can see the blog post at here.

Oct 01, 2024 · 2 min read · 6 claps #autorag #rags #anthropics

AU AutoRAG

Why LLM can’t create good RAG evaluation dataset?

What is the most crucial factor in evaluating and optimizing RAG? There are several important factors, but among them, the quality of…

Sep 08, 2024 · 4 min read · 2 claps #autorag #rags #data

Why LLM can’t create good RAG evaluation dataset?

AU AutoRAG

Optimize RAG with AutoRAG and NVIDIA NIM

Setting Up the Environment

Nov 08, 2024 · 2 min read · 2 claps #nvidia #autorag #rags

Optimize RAG with AutoRAG and NVIDIA NIM

TCH AI

AU AutoRAG

The Reality of Developing Mediocre Open Source Projects

Here is my story as an open source developer.

Sep 02, 2024 · 5 min read · 1 claps #autorag #open-source #open-source-software

The Reality of Developing Mediocre Open Source Projects

SCI AI

AU AutoRAG

Data Creation for RAG Optimization at HF-Space

AutoRAG HF-Space Tutorial #2. Data Creation

Nov 05, 2024 · 2 min read · 1 claps #rags #autorag #data

Data Creation for RAG Optimization at HF-Space

SCI AI

AU AutoRAG

Use Naive RAG Chatbot at HF-Space

AutoRAG HF Space Tutorial #1. Naive RAG Chatbot

Nov 05, 2024 · 2 min read · 1 claps #rags #autorag

AU AutoRAG

Making benchmark of different tokenizer in BM25

This is the second benchmark tutorial project following the Korean Embedding Model Benchmark. Thanks to AutoRAG, we were able to quickly…

Aug 11, 2024 · 4 min read · 0 claps #autorag #bm25 #tokenizer