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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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Why your company's search bar can't find the answer that's right there
jc_marin profile

Why your company's search bar can't find the answer that's right there

#ai #rag #python #machinelearning
Comments
4 min read
5 Practical RAG Challenges and How to Mitigate Them
synfinity-dynamics-pvt-ltd profile

5 Practical RAG Challenges and How to Mitigate Them

#rag #ai #llm #machinelearning
5
Comments
5 min read
9 RAG Techniques That Actually Improve Retrieval Quality
bibekkakati profile

9 RAG Techniques That Actually Improve Retrieval Quality

#ai #rag #llm #agents
5
Comments 2
12 min read
Almanac's Company-Context Agent: How YC S26 Wires Internal Knowledge into Every LLM Call
mech_app_ai profile

Almanac's Company-Context Agent: How YC S26 Wires Internal Knowledge into Every LLM Call

#agents #ai #llm #rag
Comments 2
6 min read
I Wanted a RAG System That Could Show Its Work, So I Built Alchimista
danielecangi profile
DaC

I Wanted a RAG System That Could Show Its Work, So I Built Alchimista

#showdev #ai #rag #security
2
Comments 1
4 min read
RAG Retrieval Gotchas at Scale: Practical Insights and Solutions
the-hive-collective profile

RAG Retrieval Gotchas at Scale: Practical Insights and Solutions

#rag #retrieval #scalability #ai
1
Comments
4 min read
LlamaIndex makes RAG easy to build and hard to debug. Here is how I evaluate it.
kartik-nvjk profile

LlamaIndex makes RAG easy to build and hard to debug. Here is how I evaluate it.

#llamaindex #rag #llm #testing
2
Comments 1
6 min read
I Was Losing Track of My Own Job Applications — So I Built a Tool to Fix It
pratiekshaa profile

I Was Losing Track of My Own Job Applications — So I Built a Tool to Fix It

#ai #fullstack #rag #python
Comments
3 min read
Would your RAG eval suite notice if someone weakened the prompt?
ashwin_ugale_102f2abc9cec profile

Would your RAG eval suite notice if someone weakened the prompt?

#ai #llm #rag #machinelearning
7
Comments 8
3 min read
Silent Drift: Why Re-Embedding Only on Count Changes Rots Your Semantic Index
futhgar profile

Silent Drift: Why Re-Embedding Only on Count Changes Rots Your Semantic Index

#aiagents #rag #embeddings #vectorsearch
Comments 1
8 min read
Why Most PDF Parsing Breaks the Moment Your Document Format Changes
thorns profile

Why Most PDF Parsing Breaks the Moment Your Document Format Changes

#ai #python #rag #datascience
Comments 1
3 min read
RAG Retrieval Accuracy: 38%. After the Fix: 87%. The Model Was Never Touched.
fagundesv profile

RAG Retrieval Accuracy: 38%. After the Fix: 87%. The Model Was Never Touched.

#rag #python #ai #datascience
1
Comments 1
3 min read
The Same GraphRAG Comparison Wins and Loses. It Depends Which Instrument Judged It.
izgorodin profile

The Same GraphRAG Comparison Wins and Loses. It Depends Which Instrument Judged It.

#ai #rag #llm #benchmarks
10
Comments 26
3 min read
The RAG War Story: How I Learned to Stop Worrying and Love Markdown
dev_next4i profile

The RAG War Story: How I Learned to Stop Worrying and Love Markdown

#rag #markdown #pdf #next4i
Comments 2
4 min read
How Do You Actually Evaluate Your RAG App?
pritika17 profile

How Do You Actually Evaluate Your RAG App?

#ai #rag #programming #tutorial
4
Comments 10
10 min read
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