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README.md

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-Cherche allows creating a neural search pipeline using retrievers and pre-trained language models as rankers. We dedicated Cherche to small to medium-sized corpora. Cherche's main strength is its ability to build diverse and end-to-end pipelines.
+Cherche allows the creation of efficient neural search pipelines using retrievers and pre-trained language models as rankers. Cherche's main strength is its ability to build diverse and end-to-end pipelines from lexical matching, semantic matching, and collaborative filtering-based models.
 
 ![Alt text](docs/img/explain.png)