dream

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name: dff_document_qa_llm_skill
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display_name: LLM-based Q&A on Documents Skill using Transformers LLM
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component_type: Generative
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model_type: NN-based
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is_customizable: false
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author: publisher@deeppavlov.ai
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description:
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  Transformers-based generative skill that answers the user's questions about a given document.
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  Uses doc_retriever to select the most relevant parts of the document and Transformers LLM
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  to generate the response based on the context, the question, and the selected parts.
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ram_usage: 150M
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gpu_usage: null
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group: skills
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connector:
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  protocol: http
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  timeout: 120.0
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  url: http://dff-document-qa-transformers-llm-skill:8186/respond
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dialog_formatter:
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  name: state_formatters.dp_formatters:dff_prompted_skill_formatter
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  skill_name: dff_document_qa_llm_skill
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response_formatter: state_formatters.dp_formatters:skill_with_attributes_formatter_service
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previous_services:
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  - skill_selectors
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required_previous_services: null
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state_manager_method: add_hypothesis
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tags: null
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endpoint: respond
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service: skills/dff_document_qa_llm_skill/service_configs/dff-document-qa-transformers-llm-skill
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date_created: "2023-03-16T09:45:32"
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