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Add myscale architecture and telemetry in README (#32)
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* add myscale architecture and telemetry in readme

* update figure
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chtlp committed May 27, 2024
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Expand Up @@ -49,6 +49,13 @@ Key benefits of using MyScaleDB include:
* Highly reliable & linearly scalable
* Powerful [text-search](https://myscale.com/docs/en/text-search/) and text/vector [hybrid search](https://myscale.com/docs/en/hybrid-search/) functions
* Complex SQL vector queries
* LLM observability with [MyScale Telemetry](https://github.com/myscale/myscale-telemetry)

MyScale unifies three systems: SQL database/data warehouse, vector database, as well as full-text search engine into one system in a highly efficient manner. It not only saves infrastructure and maintenance costs, but enables joint data queries and analytics as well.

<p align="center">
<img src="docs/assets/myscale-all-in-one.png" width=500 alt="MyScale Architecture">
</p>

See our [documentation](https://myscale.com/docs/en/) and [blogs](https://myscale.com/blog/) for more about MyScale’s unique features and advantages. Our [open-source benchmark](https://myscale.github.io/benchmark/) provides detailed comparison with other vector database products.

Expand Down Expand Up @@ -246,7 +253,7 @@ We're committed to continuously improving and evolving MyScaleDB to meet the eve

* [x] Inverted index & performant keyword/vector hybrid search ([supported since 1.5](https://myscale.com/blog/text-search-and-hybrid-search-in-myscale/))
* [ ] Support more storage engines, e.g. `ReplacingMergeTree`
* [ ] LLM observability with MyScaleDB
* [x] LLM observability with MyScaleDB and [MyScale Telemetry](https://github.com/myscale/myscale-telemetry)
* [ ] Data-centric LLM
* [ ] Automatic data science with MyScaleDB

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