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Proof of concept app using LangChain and LLMs to retrieve information from graphs, built with the IMDB dataset
Neo4j graph construction from unstructured data using LLMs
《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合中国宝宝的部署教程
the resources about the application based on LLM with RAG pattern
pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，LLaMA等模型应用在纠错场景，开箱即用。
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"
LangChain结合了大型语言模型、知识库和计算逻辑，可以用于快速开发强大的AI应用。这个仓库包含了我对LangChain的学习和实践经验，包括教程和代码案例。让我们一起探索LangChain的可能性，共同推动人工智能领域的进步！
Explore Langchain agents with LLMs and neo4j data generation and viz
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…
ACL2020 Tutorial: Open-Domain Question Answering
Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?
Prompt工程师指南，源自英文版，但增加了AIGC的prompt部分，为了降低同学们的学习门槛，翻译更新
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
An open-source tool-augmented conversational language model from Fudan University
W266 final project
Final project starter code for the question answering final project, for Natural Language Processing at UT Austin
NLP学习笔记的Notebook，包含经典模型的理解与相关实践。