Open-source alternatives to Medical Dialogue System

Haystack is an orchestration framework designed for building complex search and generative AI pipelines. It functions as an agentic workflow engine, enabling the construction of automated sequences that allow AI agents to perform multi-step reasoning and data analysis. The framework utilizes a modular, component-based architecture that connects processing steps into directed acyclic graphs. By employing a provider-agnostic integration layer, it decouples core logic from specific external AI services and vector databases, allowing for the flexible exchange of underlying technologies. This desi

:fourleafclover: Another Chinese chatbot implemented in PyTorch, which is the sub-module of intelligent work order processing robot. 👩‍🔧

With the aim of building next generation virtual assistants that can handle multimodal inputs and perform multimodal actions, we introduce two new datasets (both in the virtual shopping domain), the annotation schema, the core technical tasks, and the baseline models. The code for the baselines and the datasets will be opensourced.

Please see the readme file as well as our 2019 EMNLP paper linked here -->

:black_circle: A spaCy pipeline and model for NLP on unstructured legal text.

Researches for Natural Language Processing for Financial Domain

Leaderboards, Datasets and Papers for Multi-Turn Response Selection in Retrieval-Based Chatbots

小型金融知识图谱构建流程（neo4j / python / cypher / KG）

Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.

chatbot based on music region using method including es and music kb.基于14W歌曲知识库的问答尝试，功能包括歌词接龙，已知歌词找歌曲以及歌曲歌手歌词三角关系的问答。

行业内关于智能客服、聊天机器人的应用和架构、算法分享和介绍

⚠ The content in this repo has been moved to https://github.com/microsoft/botframework-sdk ⚠

An Extensible Conversational Information Seeking Platform

:hospital: Medical Text Mining and Information Extraction with spaCy

开源的金融投资数据提取工具，专注在各类网站上爬取数据，并通过简单易用的API方式使用

Question Answering using Albert and Electra

Simple application using T5 base model fine tuned in Quora Question Pairs to generate paraphased questions.

Must-read Papers on Legal Intelligence

客服机器人，Chinese Retreival chatbot（中文检索式机器人）用到的一些QA模型，基于tf-idf，lsa，cnn，transformer，bert等

基于百度webqa与dureader数据集训练的Albert Large QA模型

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)

构建医疗实体识别的模型，包含词典和语料标注，基于python构建

Medical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites

该项目是基于医疗领域知识图谱的问答系统。实现比较简单。

A dataset containing human-human knowledge-grounded open-domain conversations.