ambition119 / chatBILinks
基于大模型LLMs的智能文本SQL生成能力,结合数据可视化,实现下一代对话式系统自动生成图表展示和dashboard、数据分析的BI系统。
☆151Updated last year
Alternatives and similar repositories for chatBI
Users that are interested in chatBI are comparing it to the libraries listed below
Sorting:
- 一种利用Langchain框架和本地向量库实现的对话式BI,它的目标是帮助用户寻找、理解数据知识,并能够分析数据、洞察结果,通过自然语言对话,降低数据分析的门槛。☆141Updated last year
- ChatBI is a BI system interacted by chat with LLM☆277Updated 5 months ago
- A low-code data flow tool that allows for convenient use of LLM and HuggingFace models, with some features considered as a low-code versi…☆312Updated this week
- Intelligent data apps and assets with LLMs☆166Updated 5 months ago
- 自然语言转SQL,直接连接数据库查询☆391Updated 2 years ago
- OpenSearch-SQL code☆135Updated 2 months ago
- 标书大模型(Proposal-LLM Chinese version )☆262Updated 9 months ago
- RSL-SQL: Robust Schema Linking in Text-to-SQL Generation☆134Updated 6 months ago
- vanna.ai demo☆30Updated last year
- dify's rag patch module☆267Updated 2 weeks ago
- Synthesizing High-quality Text-to-SQL Data at Scale. SynSQL-2.5M is the first million-scale cross-domain text-to-SQL dataset.☆324Updated last week
- DataLoom旨在提供复杂的数据转换以及分析服务,用户上传数据源(支持MySQL、API、Excel等),用户可以从多种数据源中创建数据集而不必在意数据维度的转换问题,数据集的创建支持自定义SQL以及AIGC一键创建,除此之外,DataLoom还支持LLM大模型进行自动化…☆47Updated 7 months ago
- A Model Context Protocol (MCP) server that enables natural language queries to databases☆197Updated this week
- DB-GPT WebUI,LLM to vision.☆255Updated last year
- A method and corresponding code for automatic description generation for Text-to-SQL☆90Updated last month
- 这个是由清华大学基础模型研究中心主办的《2024金融行业·大模型挑战赛》复赛参赛方案☆44Updated 3 months ago
- 基于python和llm大模型开发的数据处理和任务调度系统。 支持数据源管理,数据模型管理,数据集成,数据查询API接口,低代码自定义数据处理任务模版,单任务及dag任务工作流调度等功能。集成了llm模块实现rag知识库问答,链接各数据源数据进行数据对话问答,交互式数据分析…☆239Updated last week
- Q&A based on elasticsearch+langchain+chatglm2 | 基于elasticsearch,langchain,chatglm2的自有知识库问答☆242Updated last year
- An easy-to-use framework for modular RAG☆384Updated this week
- 大模型LLM,RAG实战☆128Updated last month
- a date understanding and reasoning enhanced model☆42Updated 8 months ago
- QA based on local knowledge and LLM.☆234Updated 7 months ago
- ☆118Updated last year
- A LLM RAG system runs on your laptop. 大模型检索增强生成系统,可以轻松部署在笔记本电脑上,实现本地知识库智能问答。☆264Updated last month
- XiYanSQL models for Text-to-SQL.☆113Updated last month
- 基于 Dify + Langfuse 的自动化评估服务☆79Updated 2 months ago
- ☆78Updated 2 years ago
- ☆136Updated 5 months ago
- 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!☆179Updated last year
- ☆58Updated 10 months ago