Release 1.1.0

Jenkinsfile

@@ -18,6 +18,8 @@ node('cuda-module') {
                     docker-compose -f utils/Docker/docker-compose.yml -p $BUILD_TAG up py36 py37
                     docker-compose -f utils/Docker/docker-compose.yml -p $BUILD_TAG ps | grep Exit | grep -v 'Exit 0' && exit 1
                     docker-compose -f utils/Docker/docker-compose.yml -p $BUILD_TAG up py38 py39
+                    docker-compose -f utils/Docker/docker-compose.yml -p $BUILD_TAG ps | grep Exit | grep -v 'Exit 0' && exit 1
+                    docker-compose -f utils/Docker/docker-compose.yml -p $BUILD_TAG up py310
                     docker-compose -f utils/Docker/docker-compose.yml -p $BUILD_TAG ps | grep Exit | grep -v 'Exit 0' && exit 1 || exit 0
                 """
                 currentBuild.result = 'SUCCESS'

README.md

@@ -1,5 +1,5 @@
 [![License Apache 2.0](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](LICENSE)
-![Python 3.6, 3.7, 3.8, 3.9](https://img.shields.io/badge/python-3.6%20%7C%203.7%20%7C%203.8%20%7C%203.9-green.svg)
+![Python 3.6, 3.7, 3.8, 3.9, 3.10](https://img.shields.io/badge/python-3.6%20%7C%203.7%20%7C%203.8%20%7C%203.9%20%7C%203.10-green.svg)
 [![Downloads](https://pepy.tech/badge/deeppavlov)](https://pepy.tech/project/deeppavlov)
 <img align="right" height="27%" width="27%" src="docs/_static/deeppavlov_logo.png"/>
 
@@ -34,9 +34,7 @@ Please leave us [your feedback](https://forms.gle/i64fowQmiVhMMC7f9) on how we c
 
 [Automatic Spelling Correction](http://docs.deeppavlov.ai/en/master/features/models/spelling_correction.html) | [Entity Linking](http://docs.deeppavlov.ai/en/master/features/models/entity_linking.html)
 
-[Open Domain Questions Answering](http://docs.deeppavlov.ai/en/master/features/models/odqa.html) | [Frequently Asked Questions Answering](http://docs.deeppavlov.ai/en/master/features/models/faq.html)
-
-[Russian SuperGLUE](http://docs.deeppavlov.ai/en/master/features/models/superglue.html)
+[Open Domain Questions Answering](http://docs.deeppavlov.ai/en/master/features/models/odqa.html) | [Russian SuperGLUE](http://docs.deeppavlov.ai/en/master/features/models/superglue.html)
 
 **Embeddings**
 
@@ -58,7 +56,7 @@ Please leave us [your feedback](https://forms.gle/i64fowQmiVhMMC7f9) on how we c
 
 ## Installation
 
-0. We support `Linux` platform, `Python 3.6`, `3.7`, `3.8` and `3.9`
+0. We support `Linux` platform, `Python 3.6`, `3.7`, `3.8`, `3.9` and `3.10`
     * **`Python 3.5` is not supported!**
 
 1. Create and activate a virtual environment:

deeppavlov/_meta.py

@@ -1,4 +1,4 @@
-__version__ = '1.0.2'
+__version__ = '1.1.0'
 __author__ = 'Neural Networks and Deep Learning lab, MIPT'
 __description__ = 'An open source library for building end-to-end dialog systems and training chatbots.'
 __keywords__ = ['NLP', 'NER', 'SQUAD', 'Intents', 'Chatbot']

deeppavlov/configs/classifiers/glue/glue_mnli_roberta.json

@@ -137,7 +137,7 @@
     },
     "download": [
       {
-        "url": "https://files.deeppavlov.ai/0.16/classifiers/glue_mnli.tar.gz",
+        "url": "http://files.deeppavlov.ai/0.16/classifiers/glue_mnli.tar.gz",
         "subdir": "{MODELS_PATH}"
       }
     ]

deeppavlov/configs/classifiers/glue/glue_rte_roberta_mnli.json

@@ -137,7 +137,7 @@
     },
     "download": [
       {
-        "url": "https://files.deeppavlov.ai/0.16/classifiers/glue_rte.tar.gz",
+        "url": "http://files.deeppavlov.ai/0.16/classifiers/glue_rte.tar.gz",
         "subdir": "{MODELS_PATH}"
       }
     ]

deeppavlov/configs/doc_retrieval/ru_ranker_tfidf_wiki.json

@@ -33,8 +33,11 @@
         "save_path": "{MODELS_PATH}/odqa/ruwiki_tfidf_matrix.npz",
         "load_path": "{MODELS_PATH}/odqa/ruwiki_tfidf_matrix.npz",
         "tokenizer": {
-          "class_name": "ru_tokenizer",
+          "class_name": "stream_spacy_tokenizer",
+          "spacy_model": "ru_core_news_sm",
           "lemmas": true,
+          "lowercase": true,
+          "filter_stopwords": true,
           "ngram_range": [
             1,
             2