File vs Vector for RAG
Article summary
Quick briefing — cleaned from the original RSS feed
File-driven context management has been the rage in the last few days, especially since Claude CoWork launched. It made me curious and I tried a few things. I ran an experiment across 5 distinct domains : from Python code to scientific papers. I ingested 50,000 documents from popular datasets and fired 5,000 queries at them. The goal? To find out what all the noise about file-based search is. And if it is even real! I started this expecting Vector search to crush the benchmarks across the…
1Key Takeaways
- File-driven context management has been the rage in the last few days, especially since Claude CoWork launched.
- It made me curious and I tried a few things.
- I ran an experiment across 5 distinct domains : from Python code to scientific papers.
- I ingested 50,000 documents from popular datasets and fired 5,000 queries at them.
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that file-driven context management has been the rage in the last few days, especially since Claude CoWork launched.
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