shibing624/dialogbot
dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人，基于问答型对话、任务型对话、聊天型对话等模型实现，支持网络检索问答，领域知识问答，任务引导问答，闲聊问答，开箱即用。
Implements three dialogue paradigms—retrieval-based (using TFIDF/BM25 similarity matching against local QA corpora or web search results from Baidu/Bing), task-oriented (via End-to-End Memory Networks on BABI datasets), and generative (GPT-2 or seq2seq models trained on conversational corpora)—allowing developers to select or combine approaches based on use case. Built on PyTorch and Hugging Face Transformers with pre-trained Chinese dialogue models available, supporting multi-turn conversation tracking and configurable decoding parameters (top-k, top-p, repetition penalties) for response generation tuning.
330 stars and 39 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
330
Forks
63
Language
Python
License
Apache-2.0
Category
Last pushed
Apr 23, 2024
Monthly downloads
39
Commits (30d)
0
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