Welcome to DeepPavlov’s documentation!

• Installation
• QuickStart
• General concepts
• Configuration file
• Choosing The Framework
• Models/Skills overview

Features

• Pre-trained embeddings
  • BERT
  • ELMo
  • fastText
• AutoML
  • Cross-validation
  • Parameters evolution for DeepPavlov models

Models

• BERT-based models
• Multitask BERT
• Context Question Answering
• Classification
• Entity Linking
• Morphological Tagger
• Named Entity Recognition
• Neural Ranking
• Slot filling
• Speech recognition and synthesis
• Spelling Correction
• Syntactic Parser
• TF-IDF Ranking
• Popularity Ranking
• Knowledge Base Question answering

Skills

• Goal-Oriented Dialogue Bot
• Open-Domain Question Answering
• Sequence-To-Sequence Dialogue Bot
• Frequently Asked Questions Answering
• AIML
• Rasa
• DSL

Integrations

• REST API
  • API routes
    • /model
    • /probe
    • /api
    • /docs
    • /metrics
  • Advanced configuration
• Socket API
  • Advanced configuration
  • Socket client example (Python)
• DeepPavlov Agent RabbitMQ integration
  • Command line interface
  • Python interface
• Telegram integration
  • Command line interface
  • Python
• Yandex Alice integration
  • Command line interface
  • Python
• Amazon Alexa integration
  • 1. Skill setup
  • 2. DeepPavlov skill/model REST service mounting
• Microsoft Bot Framework integration
  • 1. Web App Bot setup
  • 2. DeepPavlov skill/model REST service mounting
• Amazon AWS deployment
  • 1. AWS EC2 machine launch
  • 2. DeepPavlov ODQA deployment
  • 3. Accessing your ODQA API
• DeepPavlov settings
  • 1. Settings files access and management
  • 2. Dialog logging
  • 3. Environment variables

Developer Guides

• Contribution guide
• Register your model

Package Reference

• core
  • deeppavlov.core.commands
  • deeppavlov.core.common
  • deeppavlov.core.data
  • deeppavlov.core.models
  • deeppavlov.core.trainers
• dataset_iterators
• dataset_readers
• metrics
• models
  • deeppavlov.models.api_requester
  • deeppavlov.models.bert
  • deeppavlov.models.classifiers
  • deeppavlov.models.doc_retrieval
  • deeppavlov.models.elmo
  • deeppavlov.models.embedders
  • deeppavlov.models.entity_linking
  • deeppavlov.models.go_bot
  • deeppavlov.models.kbqa
  • deeppavlov.models.morpho_tagger
  • deeppavlov.models.multitask_bert
  • deeppavlov.models.nemo
  • deeppavlov.models.ner
  • deeppavlov.models.preprocessors
  • deeppavlov.models.ranking
  • deeppavlov.models.seq2seq_go_bot
  • deeppavlov.models.sklearn
  • deeppavlov.models.slotfill
  • deeppavlov.models.spelling_correction
  • deeppavlov.models.squad
  • deeppavlov.models.syntax_parser
  • deeppavlov.models.tokenizers
  • deeppavlov.models.torch_bert
  • deeppavlov.models.vectorizers
• skills
  • deeppavlov.skills.aiml_skill
  • deeppavlov.skills.dsl_skill
  • deeppavlov.skills.rasa_skill
• vocabs

Indices and tables

• Index

• Module Index