MindsDB is an open infrastructure company democratizing frontier intelligence for real-world problems.
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MindsDB在GitHub上拥有多个公共代码库,主要使用Python、HTML、JavaScript和TypeScript等编程语言。其知名项目包括minds、anton和lightwood,这些项目致力于为知识工作者提供可控的AI系统,促进机器学习的应用。
General-purpose AI designed for knowledge workers — creators, strategists, and operators — and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud).
AI coworker
Lightwood is Legos for Machine Learning.
SQL parser and planner used by MindsDB
A tool to OCR PDFs using gen-AI models
SQL interface to Pandas
The Python SDK for MindsDB Server
F.L.A.T. - FlawLess AgenTs
Current MindsDB Docs are migrated to MindsDB repository
Examples for usage of Mindsdb https://www.mindsdb.com/
Machine Learning in one line of code
T.I.M.E: Thoroughly Intelligent Mail Explorer" Repo to try and build an incredible RAG system over email (this is to test the SOTA in RAG)
An MCP (Model Context Protocol) server for Minds, allowing LLMs to interact with the Minds SDK through a standardized interface.
Type inference for Machine Learning pipelines
The Official MIndsDB Extension for Docker Desktop.
Official JavaScript SDK for MindsDB
Incredible Example Applications by the MIndsDB community
dbt adapter for connecting to MindsDB
minimalistic library for building intelligent AI Agents straight from Python Objects
:electric_plug: :mailbox_with_mail: Supported datasources for MindsDB :electric_plug: :mailbox_with_mail:
Automated dataframe analysis for Machine Learning pipelines.
Official Python SDK for Minds
DEPRICATED
:chart_with_downwards_trend: Open-source charting library to help you visualize MindsDB forecasts :chart_with_upwards_trend:
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Model evaluation for Machine Learning pipelines.
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This code is used for making MindsDB run on Amazon SageMaker.
Semantic Query Engine for AI Agents to securely query data from any datasource
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Example of building a ML web application using the JavaScript SDK
The Open edX custom theme for :books: MindsDB Education :books:
A Blog Starter Kit built with Hashnode's GraphQL Public APIs
Public dataset benchmarks used for measuring the performance of MindsDB.
Demos shown at the MindsDB AI Developer Convention 2023
Interesting Times Gang
MindsDB server allows you to consume and expose MindsDB workflows, through http.
anton electron app
sanboxed python virtual environments
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A plugin to claude cowork
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Community handlers repository
Surprisingly Articulate Genius API (Turns any API into a smooth talker!)
WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting. Under review
Tools and utilities for explainable AI.
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Semantic Query Engine for AI Agents to securely query data from any datasource
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An example to deploy a Masked Language Model using Lightwood 1.1.0
Lightwood refactor, temporary repository
mindsdb在GitHub上构建了一系列公共代码库,主要集中在机器学习和AI领域。其项目如minds和anton为用户提供了AI协作和机器学习工具的解决方案。
mindsdb主要使用Python、HTML、JavaScript和TypeScript等编程语言。这些语言支持其多样化的项目,涵盖机器学习、AI和数据处理等领域。
是的,mindsdb的所有代码库都是公开的,任何人都可以访问和查看。这为开发者和研究人员提供了学习和使用其工具的机会,促进了开源社区的发展。