Best AI tools for< Build Data Apps >
20 - AI tool Sites
![Context Data Screenshot](/screenshots/contextdata.ai.jpg)
Context Data
Context Data is an enterprise data platform designed for Generative AI applications. It enables organizations to build AI apps without the need to manage vector databases, pipelines, and infrastructure. The platform empowers AI teams to create mission-critical applications by simplifying the process of building and managing complex workflows. Context Data also provides real-time data processing capabilities and seamless vector data processing. It offers features such as data catalog ontology, semantic transformations, and the ability to connect to major vector databases. The platform is ideal for industries like financial services, healthcare, real estate, and shipping & supply chain.
![Latitude Screenshot](/screenshots/latitude.so.jpg)
Latitude
Latitude is an open-source framework for building interactive data apps using code. It provides a workspace for data analysts to streamline their workflow, connect to various data sources, perform data transformations, create visualizations, and collaborate with others. Latitude aims to simplify the data analysis process by offering features such as data snapshots, a data profiler, a built-in AI assistant, and tight integration with dbt.
![Deepnote Screenshot](/screenshots/deepnote.com.jpg)
Deepnote
Deepnote is an AI-powered analytics and data science notebook platform designed for teams. It allows users to turn notebooks into powerful data apps and dashboards, combining Python, SQL, R, or even working without writing code at all. With Deepnote, users can query various data sources, generate code, explain code, and create interactive visualizations effortlessly. The platform offers features like collaborative workspaces, scheduling notebooks, deploying APIs, and integrating with popular data warehouses and databases. Deepnote prioritizes security and compliance, providing users with control over data access and encryption. It is loved by a community of data professionals and widely used in universities and by data analysts and scientists.
![AppSheet Screenshot](/screenshots/about.appsheet.com.jpg)
AppSheet
AppSheet is a no-code application development platform that allows users to build powerful applications and automations without writing any code. It uses artificial intelligence (AI) to help users create and power intelligent apps, automate work, and unify apps and data. AppSheet is fully integrated with Google Workspace, making it easy to connect with other Google products and services.
![Streamlit Screenshot](/screenshots/ai.caantin.com.jpg)
Streamlit
Streamlit is an open-source Python library that makes it easy to create and share beautiful and interactive web apps for data science and machine learning.
![Airtable Screenshot](/screenshots/airtable.com.jpg)
Airtable
Airtable is a next-gen app-building platform that enables teams to create custom business apps without the need for coding. It offers features like AI integration, connected data, automations, interface design, and data visualization. Airtable allows users to manage security, permissions, and data protection at scale. The platform also provides integrations with popular tools like Slack, Google Drive, and Salesforce, along with an extension marketplace for additional templates and apps. Users can streamline workflows, automate processes, and gain insights through reporting and analytics.
![Alta Screenshot](/screenshots/alta.so.jpg)
Alta
Alta is a no-code AI-powered application builder that allows users to quickly and easily create AI chatbots, websites, and mobile apps. With Alta, users can design their app using drag-and-drop components, connect their data from various sources, and personalize their app with their own branding. Alta also provides real-time insights on all channels, allowing users to track their app's performance and optimize the user experience.
![Bibit AI Screenshot](/screenshots/bibit.ai.jpg)
Bibit AI
Bibit AI is a real estate marketing AI designed to enhance the efficiency and effectiveness of real estate marketing and sales. It can help create listings, descriptions, and property content, and offers a host of other features. Bibit AI is the world's first AI for Real Estate. We are transforming the real estate industry by boosting efficiency and simplifying tasks like listing creation and content generation.
![TrudoAI Screenshot](/screenshots/www.trudo.ai.jpg)
TrudoAI
TrudoAI is a no-code fine-tuning platform for OpenAI GPT-4. It allows users to build AI apps without writing any code. With TrudoAI, users can create custom AI models that can be used for a variety of tasks, such as text generation, translation, and question answering.
![Gradio Screenshot](/screenshots/gradio.app.jpg)
Gradio
Gradio is a tool that allows users to quickly and easily create web-based interfaces for their machine learning models. With Gradio, users can share their models with others, allowing them to interact with and use the models remotely. Gradio is easy to use and can be integrated with any Python library. It can be used to create a variety of different types of interfaces, including those for image classification, natural language processing, and time series analysis.
![Flowise Screenshot](/screenshots/flowiseai.com.jpg)
Flowise
Flowise is an open-source, low-code tool that enables developers to build customized LLM orchestration flows and AI agents. It provides a drag-and-drop interface, pre-built app templates, conversational agents with memory, and seamless deployment on cloud platforms. Flowise is backed by Combinator and trusted by teams around the globe.
![Riku Screenshot](/screenshots/riku.ai.jpg)
Riku
Riku is a no-code platform that allows users to build and deploy powerful generative AI for their business. With access to over 40 industry-leading LLMs, users can easily test different prompts to find just the right one for their needs. Riku's platform also allows users to connect siloed data sources and systems together to feed into powerful AI applications. This makes it easy for businesses to automate repetitive tasks, test ideas rapidly, and get answers in real-time.
![Sheety Screenshot](/screenshots/sheety.ai.jpg)
Sheety
Sheety is a spreadsheet-like database that lets you build powerful apps without writing any code. It's perfect for teams who need to track data, manage projects, and collaborate on documents.
![Lazy AI Screenshot](/screenshots/getlazy.ai.jpg)
Lazy AI
Lazy AI is a platform that enables users to build full stack web applications 10 times faster by utilizing AI technology. Users can create and modify web apps with prompts and deploy them to the cloud with just one click. The platform offers a variety of features including AI Component Builder, eCommerce store creation, Crypto Arbitrage Scraper, Text to Speech Converter, Lazy Image to Video generation, PDF Chatbot, and more. Lazy AI aims to streamline the app development process and empower users to leverage AI for various tasks.
![Brancher.ai Screenshot](/screenshots/www.brancher.ai.jpg)
Brancher.ai
Brancher.ai is a platform that enables users to connect and use AI models to create powerful apps without the need for coding knowledge. With Brancher.ai, users can create AI-powered apps quickly and easily, allowing them to tap into the potential of AI and build unique, sophisticated applications. The platform also offers the opportunity for users to monetize and share their creations, allowing them to potentially earn from their work.
![Dynaboard Screenshot](/screenshots/dynaboard.com.jpg)
Dynaboard
Dynaboard is a collaborative low-code IDE for developers that allows users to build web apps in minutes using a drag-and-drop builder, a flexible code-first UI framework, and the power of generative AI. With Dynaboard, users can connect to popular databases, SaaS apps, or any API with GraphQL or REST endpoints, and secure their apps using any existing OIDC compliant provider. Dynaboard also offers unlimited editors for team collaboration, multi-environment deployment support, automatic versioning, and easy roll-backs for production-grade confidence.
![Appsmakerstore Screenshot](/screenshots/appsmakerstore.com.jpg)
Appsmakerstore
Appsmakerstore is a leader in innovative, AI-driven mobile app development services targeted at the general public. With its 100% No-Code SaaS service, Appsmakerstore assists businesses and organizations, supporting entrepreneurship and economic growth, promoting industrial innovation, and contributing to reducing inequality in line with the UN's Sustainable Development Goals. This is achieved by offering modern technology to a wide range of users worldwide, regardless of their technical background.
![re:tune Screenshot](/screenshots/retune.so.jpg)
re:tune
re:tune is a no-code AI app solution that provides everything you need to transform your business with AI, from custom chatbots to autonomous agents. With re:tune, you can build chatbots for any use case, connect any data source, and integrate with all your favorite tools and platforms. re:tune is the missing platform to build your AI apps.
![Clevis Screenshot](/screenshots/clevis.app.jpg)
Clevis
Clevis is a platform that allows users to build and sell AI-powered applications without the need for coding. With a variety of pre-built processing steps, users can create apps with features like text generation, image generation, and web scraping. Clevis provides an easy-to-use editor, templates, sharing options, and API integration to help users launch their AI-powered apps quickly. The platform also offers customization options, data upload capabilities, and the ability to schedule app runs. Clevis offers a free trial period and flexible pricing plans to cater to different user needs.
![Onelook Screenshot](/screenshots/onelook.ai.jpg)
Onelook
Onelook is a revolutionary platform that empowers users to create fully functional applications using natural language. By eliminating the complexities of traditional development tools, Onelook makes app building accessible to everyone. With its intuitive AI-powered interface, users can simply describe their application in human language, and Onelook will automatically generate the necessary code. This groundbreaking approach streamlines the development process, enabling users to focus on their core business logic rather than getting bogged down in technical details.
20 - Open Source AI Tools
![vulcan-sql Screenshot](/screenshots_githubs/Canner-vulcan-sql.jpg)
vulcan-sql
VulcanSQL is an Analytical Data API Framework for AI agents and data apps. It aims to help data professionals deliver RESTful APIs from databases, data warehouses or data lakes much easier and secure. It turns your SQL into APIs in no time!
![DB-GPT Screenshot](/screenshots_githubs/eosphoros-ai-DB-GPT.jpg)
DB-GPT
DB-GPT is an open source AI native data app development framework with AWEL(Agentic Workflow Expression Language) and agents. It aims to build infrastructure in the field of large models, through the development of multiple technical capabilities such as multi-model management (SMMF), Text2SQL effect optimization, RAG framework and optimization, Multi-Agents framework collaboration, AWEL (agent workflow orchestration), etc. Which makes large model applications with data simpler and more convenient.
![learn-cloud-native-modern-ai-python Screenshot](/screenshots_githubs/panaversity-learn-cloud-native-modern-ai-python.jpg)
learn-cloud-native-modern-ai-python
This repository is part of the Certified Cloud Native Applied Generative AI Engineer program, focusing on the fundamentals of Prompt Engineering, Docker, GitHub, and Modern Python Programming. It covers the basics of GenAI, Linux, Docker, VSCode, Devcontainer, and GitHub. The main emphasis is on mastering Modern Python with Typing, using ChatGPT as a Personal Python Coding Mentor. The course material includes tools installation, study materials, and projects related to Python development in Docker containers and GitHub usage.
![spiceai Screenshot](/screenshots_githubs/spiceai-spiceai.jpg)
spiceai
Spice is a portable runtime written in Rust that offers developers a unified SQL interface to materialize, accelerate, and query data from any database, data warehouse, or data lake. It connects, fuses, and delivers data to applications, machine-learning models, and AI-backends, functioning as an application-specific, tier-optimized Database CDN. Built with industry-leading technologies such as Apache DataFusion, Apache Arrow, Apache Arrow Flight, SQLite, and DuckDB. Spice makes it fast and easy to query data from one or more sources using SQL, co-locating a managed dataset with applications or machine learning models, and accelerating it with Arrow in-memory, SQLite/DuckDB, or attached PostgreSQL for fast, high-concurrency, low-latency queries.
![dream-team Screenshot](/screenshots_githubs/Azure-Samples-dream-team.jpg)
dream-team
Build your dream team with Autogen is a repository that leverages Microsoft Autogen 0.4, Azure OpenAI, and Streamlit to create an end-to-end multi-agent application. It provides an advanced multi-agent framework based on Magentic One, with features such as a friendly UI, single-line deployment, secure code execution, managed identities, and observability & debugging tools. Users can deploy Azure resources and the app with simple commands, work locally with virtual environments, install dependencies, update configurations, and run the application. The repository also offers resources for learning more about building applications with Autogen.
![AITreasureBox Screenshot](/screenshots_githubs/superiorlu-AITreasureBox.jpg)
AITreasureBox
AITreasureBox is a comprehensive collection of AI tools and resources designed to simplify and accelerate the development of AI projects. It provides a wide range of pre-trained models, datasets, and utilities that can be easily integrated into various AI applications. With AITreasureBox, developers can quickly prototype, test, and deploy AI solutions without having to build everything from scratch. Whether you are working on computer vision, natural language processing, or reinforcement learning projects, AITreasureBox has something to offer for everyone. The repository is regularly updated with new tools and resources to keep up with the latest advancements in the field of artificial intelligence.
![AiTreasureBox Screenshot](/screenshots_githubs/superiorlu-AiTreasureBox.jpg)
AiTreasureBox
AiTreasureBox is a versatile AI tool that provides a collection of pre-trained models and algorithms for various machine learning tasks. It simplifies the process of implementing AI solutions by offering ready-to-use components that can be easily integrated into projects. With AiTreasureBox, users can quickly prototype and deploy AI applications without the need for extensive knowledge in machine learning or deep learning. The tool covers a wide range of tasks such as image classification, text generation, sentiment analysis, object detection, and more. It is designed to be user-friendly and accessible to both beginners and experienced developers, making AI development more efficient and accessible to a wider audience.
![actions Screenshot](/screenshots_githubs/Sema4AI-actions.jpg)
actions
Sema4.ai Action Server is a tool that allows users to build semantic actions in Python to connect AI agents with real-world applications. It enables users to create custom actions, skills, loaders, and plugins that securely connect any AI Assistant platform to data and applications. The tool automatically creates and exposes an API based on function declaration, type hints, and docstrings by adding '@action' to Python scripts. It provides an end-to-end stack supporting various connections between AI and user's apps and data, offering ease of use, security, and scalability.
![preswald Screenshot](/screenshots_githubs/StructuredLabs-preswald.jpg)
preswald
Preswald is a full-stack platform for building, deploying, and managing interactive data applications in Python. It simplifies the process by combining ingestion, storage, transformation, and visualization into one lightweight SDK. With Preswald, users can connect to various data sources, customize app themes, and easily deploy apps locally. The platform focuses on code-first simplicity, end-to-end coverage, and efficiency by design, making it suitable for prototyping internal tools or deploying production-grade apps with reduced complexity and cost.
![dbgpts Screenshot](/screenshots_githubs/eosphoros-ai-dbgpts.jpg)
dbgpts
The dbgpts repository contains data apps, AWEL operators, AWEL workflow templates, and agents that are built upon DB-GPT. Users can install and manage these components within their DB-GPT environment. The repository offers functionalities such as listing available flows, installing dbgpts from the official repository, viewing installed dbgpts, running flows, and managing repositories. Users can create new workflow templates and operators using the provided commands. The repository aims to enhance the capabilities of DB-GPT by providing a collection of useful tools and resources for data processing and workflow management.
![zero-true Screenshot](/screenshots_githubs/Zero-True-zero-true.jpg)
zero-true
Zero-True is a Python and SQL reactive computational notebook designed for building and collaborating on data-driven applications. It offers an integrated and simple environment with transparent updates, dynamic and interactive UI rendering, fast prototyping capabilities, and open-source community contributions. Users can create rich, reactive apps with ease and publish them confidently. Zero-True aims to improve data accessibility and foster collaboration among users.
![ai-data-science-team Screenshot](/screenshots_githubs/business-science-ai-data-science-team.jpg)
ai-data-science-team
The AI Data Science Team of Copilots is an AI-powered data science team that uses agents to help users perform common data science tasks 10X faster. It includes agents specializing in data cleaning, preparation, feature engineering, modeling, and interpretation of business problems. The project is a work in progress with new data science agents to be released soon. Disclaimer: This project is for educational purposes only and not intended to replace a company's data science team. No warranties or guarantees are provided, and the creator assumes no liability for financial loss.
![Magick Screenshot](/screenshots_githubs/Oneirocom-Magick.jpg)
Magick
Magick is a groundbreaking visual AIDE (Artificial Intelligence Development Environment) for no-code data pipelines and multimodal agents. Magick can connect to other services and comes with nodes and templates well-suited for intelligent agents, chatbots, complex reasoning systems and realistic characters.
![llm-app-stack Screenshot](/screenshots_githubs/a16z-infra-llm-app-stack.jpg)
llm-app-stack
LLM App Stack, also known as Emerging Architectures for LLM Applications, is a comprehensive list of available tools, projects, and vendors at each layer of the LLM app stack. It covers various categories such as Data Pipelines, Embedding Models, Vector Databases, Playgrounds, Orchestrators, APIs/Plugins, LLM Caches, Logging/Monitoring/Eval, Validators, LLM APIs (proprietary and open source), App Hosting Platforms, Cloud Providers, and Opinionated Clouds. The repository aims to provide a detailed overview of tools and projects for building, deploying, and maintaining enterprise data solutions, AI models, and applications.
![flyte Screenshot](/screenshots_githubs/flyteorg-flyte.jpg)
flyte
Flyte is an open-source orchestrator that facilitates building production-grade data and ML pipelines. It is built for scalability and reproducibility, leveraging Kubernetes as its underlying platform. With Flyte, user teams can construct pipelines using the Python SDK, and seamlessly deploy them on both cloud and on-premises environments, enabling distributed processing and efficient resource utilization.
![robocorp Screenshot](/screenshots_githubs/robocorp-robocorp.jpg)
robocorp
Robocorp is a platform that allows users to create, deploy, and operate Python automations and AI actions. It provides an easy way to extend the capabilities of AI agents, assistants, and copilots with custom actions written in Python. Users can create and deploy tools, skills, loaders, and plugins that securely connect any AI Assistant platform to their data and applications. The Robocorp Action Server makes Python scripts compatible with ChatGPT and LangChain by automatically creating and exposing an API based on function declaration, type hints, and docstrings. It simplifies the process of developing and deploying AI actions, enabling users to interact with AI frameworks effortlessly.
![Devon Screenshot](/screenshots_githubs/entropy-research-Devon.jpg)
Devon
Devon is an open-source pair programmer tool designed to facilitate collaborative coding sessions. It provides features such as multi-file editing, codebase exploration, test writing, bug fixing, and architecture exploration. The tool supports Anthropic, OpenAI, and Groq APIs, with plans to add more models in the future. Devon is community-driven, with ongoing development goals including multi-model support, plugin system for tool builders, self-hostable Electron app, and setting SOTA on SWE-bench Lite. Users can contribute to the project by developing core functionality, conducting research on agent performance, providing feedback, and testing the tool.
![Kiln Screenshot](/screenshots_githubs/Kiln-AI-Kiln.jpg)
Kiln
Kiln is an intuitive tool for fine-tuning LLM models, generating synthetic data, and collaborating on datasets. It offers desktop apps for Windows, MacOS, and Linux, zero-code fine-tuning for various models, interactive data generation, and Git-based version control. Users can easily collaborate with QA, PM, and subject matter experts, generate auto-prompts, and work with a wide range of models and providers. The tool is open-source, privacy-first, and supports structured data tasks in JSON format. Kiln is free to use and helps build high-quality AI products with datasets, facilitates collaboration between technical and non-technical teams, allows comparison of models and techniques without code, ensures structured data integrity, and prioritizes user privacy.
20 - OpenAI Gpts
![PyRefactor Screenshot](/screenshots_gpts/g-b0ChYyFYK.jpg)
PyRefactor
Refactor python code. Python expert with proficiency in data science, machine learning (including LLM apps), and both OOP and functional programming.
![CodeGPT Screenshot](/screenshots_gpts/g-qd7UDCT6K.jpg)
CodeGPT
This GPT can generate code for you. For now it creates full-stack apps using Typescript. Just describe the feature you want and you will get a link to the Github code pull request and the live app deployed.
![Steve Mordue's MVP Brain Screenshot](/screenshots_gpts/g-6mMCTyceN.jpg)
Steve Mordue's MVP Brain
Microsoft Power Platform Expert GPT, Modeled on the Knowledge and Personality of Steve Mordue MVP.
![Full-stack Development Advisor Screenshot](/screenshots_gpts/g-akXRKMMfk.jpg)
Full-stack Development Advisor
Drives technological enhancement through comprehensive software solutions.
![Swift Student Challenge Mentor Screenshot](/screenshots_gpts/g-h7UWjSnRd.jpg)
Swift Student Challenge Mentor
A guide for the Swift Student Challenge 2024, offering application tips and past insights.