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South China University of Technology
- https://www.scut.edu.cn/new/
Highlights
- Pro
yitu
Minimal zero-shot intent classifier for arbitrary intent slot filling, via LLM prompting w LangChain.
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
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
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)
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。
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).…
基于pytorch的中文意图识别和槽位填充
BERT-based intent and slots detector for chatbots.
💬 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
💬 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
Siwi (/ˈsɪwi/) is a PoC of Dialog System With Graph Database Backed Knowledge Graph.
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。
AIlice is a fully autonomous, general-purpose AI agent.