Performance boost 🚀

[assafelovic]

Excited to release the latest version aimed at improving overall research performance! 🎉

We're introducing a new approach to extracting relevant information from scraped sites using Contextual Compression. We now leverage embeddings to better store and retrieve information across the research lifecycle. This latest improvement reduces research task time by an average of 60%, increases quality by ~30% and reduces GPT costs by 50% (we don't summarize with GPT anymore).

In addition, thank you to our amazing contributors:
@reasonmethis for the serp retriever fix: #261
@devon-ye for the Chinese README addition: #254

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This discussion was created from the release Performance boost 🚀.