Welcome to DeepPavlov’s documentation!

• Hello bot!
• Installation
• Conceptual overview
• Features
• Configuration files
• Pre-trained embeddings
• AutoML
• Tutorials

Components

• Data Processors
• Context Question Answering
• Classification
• Morphological Tagger
• Named Entity Recognition
• Neural Ranking
• Slot filling
• Spelling Correction
• TF-IDF Ranking
• Popularity Ranking

Skills

• Goal-Oriented Dialogue Bot
• Open-Domain Question Answering
• Pattern Matching
• Sequence-To-Sequence Dialogue Bot
• Frequently Asked Questions Answering
• eCommerce Bot

Package Reference

• agents
  • deeppavlov.agents.default_agent
  • deeppavlov.agents.filters
  • deeppavlov.agents.hello_bot_agent
  • deeppavlov.agents.processors
  • deeppavlov.agents.rich_content
• core
  • deeppavlov.core.agent
  • deeppavlov.core.commands
  • deeppavlov.core.common
  • deeppavlov.core.data
  • deeppavlov.core.models
  • deeppavlov.core.skill
• dataset_iterators
• dataset_readers
• metrics
• models
  • deeppavlov.models.api_requester
  • deeppavlov.models.classifiers
  • deeppavlov.models.doc_retrieval
  • deeppavlov.models.elmo
  • deeppavlov.models.embedders
  • deeppavlov.models.go_bot
  • deeppavlov.models.morpho_tagger
  • 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.tokenizers
  • deeppavlov.models.vectorizers
• skills
  • deeppavlov.skills.default_skill
  • deeppavlov.skills.ecommerce_skill
  • deeppavlov.skills.pattern_matching_skill
• vocabs

Developer Guides

• Amazon Alexa integration
  • 1. Skill setup
  • 2. DeepPavlov skill/component REST service mounting
• Extending the library
• Microsoft Bot Framework integration
  • 1. Web App Bot setup
  • 2. DeepPavlov skill/component REST service mounting
• REST API
• DeepPavlov settings
  • 1. Settings files access and management
  • 2. Dialog logging
  • 3. Environment variables
• Yandex Alice integration
  • Pipelines
  • Agents

Indices and tables

• Index
• Module Index