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yitu

dsllj
16 repositories

Minimal zero-shot intent classifier for arbitrary intent slot filling, via LLM prompting w LangChain.

Python 33 5 Updated Mar 13, 2023

Advanced Multi-Turn QA System with LLM and Intent Recognition. 基于LLM大语言模型意图识别、参数抽取结合slot词槽技术实现多轮问答、NL2API. 打造Function Call多轮问答最佳实践

Python 601 85 Updated Aug 15, 2024

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

Python 695 192 Updated Jan 11, 2024

雅意信息抽取大模型:在百万级人工构造的高质量信息抽取数据上进行指令微调,由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)

304 13 Updated Aug 8, 2024

本项目设计了一个基于 RAG 与大模型技术的医疗问答系统,利用 DiseaseKG 数据集与 Neo4j 构 建知识图谱,结合 BERT 的命名实体识别和 34b 大模型的意图识别,通过精确的知识检索和问答生成, 提升系统在医疗咨询中的性能,解决大模型在医疗领域应用的可靠性问题。

Jupyter Notebook 684 84 Updated May 21, 2024

Chatbot_CN项目中的Chatbot_rasa模块

Python 59 26 Updated Jul 26, 2020

One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help classify both together using Joint Model (multitask model).…

Python 15 1 Updated Jun 22, 2022

🤖️ 聊天机器人——夫子的「自然语言理解」模块

Python 90 27 Updated Apr 29, 2023

基于pytorch的中文意图识别和槽位填充

Python 178 27 Updated Jul 3, 2024

BERT-based intent and slots detector for chatbots.

Python 191 29 Updated Feb 21, 2025

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Python 20,297 4,807 Updated Jun 9, 2025

💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

Python 2,425 246 Updated Nov 17, 2023

Siwi (/ˈsɪwi/) is a PoC of Dialog System With Graph Database Backed Knowledge Graph.

Python 92 18 Updated Nov 17, 2022

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建,自动问答,基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。

Python 6,815 2,218 Updated Aug 8, 2024

AIlice is a fully autonomous, general-purpose AI agent.

Python 1,190 177 Updated Jun 12, 2025
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