No Code Tools to use Gen AI

RAG 101

My Fav RAGs Post

Docker Config Files

Tinkering with Docker Services

Flowise AI

• Flowise AI, a groundbreaking Free platform that is making AI more accessible than ever before.
  • The Flowise AI Official Page
  • The Flowise AI Source Code at Github
    • License: Apache v2 ✅

Embedded Flowise Chat

• https://docs.flowiseai.com/using-flowise/embed

• https://github.com/FlowiseAI/FlowiseChatEmbed

• https://github.com/ZynthCode/flowise-ai-with-python

LangFlow

Langflow is designed to redefine the boundaries of AI development in experimentation and real-world scenarios.

It is based on Python, which makes it ready to have many integrations:

• LangFlow:

  • The Flowise AI Official Page
  • The Flowise AI Source Code at Github
    • License: MIT

• https://hub.docker.com/r/langflowai/langflow

⛓️ Langflow is a visual framework for building multi-agent and RAG applications. It’s open-source, Python-powered, fully customizable, model and vector store agnostic.

python -m venv langflow #create the venv (python3 if you are in mac/linux)

langflow\Scripts\activate #activate venv (windows)
source langflow/bin/activate #(linux)

pip install langflow #https://pypi.org/project/langflow/  #--pre --force-reinstall 

#langflow run

#deactivate #when you are done

Acces LangFlow at localhost:7860

• https://www.youtube.com/watch?v=VbqfZjT_PLE
  • https://github.com/leonvanzyl/langflow-tutorial-2024/blob/master/run.sh

Thanks again Leon Van Zyl

#version: '3.8'

services:
  langflow:
    image: langflowai/langflow:latest
    ports:
      - "7860:7860"
    stdin_open: true # equivalent to -i
    tty: true        # equivalent to -t
    restart: unless-stopped

https://github.com/JAlcocerT/Docker/tree/main/AI_Gen/LangFlow https://github.com/JAlcocerT/Docker/tree/main/AI_Gen/LangFuse

Rivet AI

https://www.youtube.com/watch?v=Zd5wjy4YPis&t=157s

DifyAI

https://www.youtube.com/watch?v=yXAJwDtAbLo

Is Dify the easiest way to build AI Applications?

Conclusion

See also…

How about embedding a chatbot within your website?

A branded AI-powered website chatbot

I show recently how to do a Streamlit Web App Chat bot.

But that might cause friction on users having to leave your home/services page.

1. Chatwoot

2. N8N

• https://github.com/n8n-io/self-hosted-ai-starter-kit

The Self-hosted AI Starter Kit is an open-source template that quickly sets up a local AI environment. Curated by n8n, it provides essential tools for creating secure, self-hosted AI workflows.

• You can build cool things with these:
  • https://formbricks.com/docs/xm-and-surveys/core-features/integrations/n8n

https://www.youtube.com/watch?v=dC2Q_cyzgjg

3. Telegram…bots?

FAQ

F/OSS No Code Data Tools

BaseRow

• The open platform to create scalable databases and applications—without coding - https://baserow.io/

https://gitlab.com/baserow/baserow https://gitlab.com/baserow/baserow/-/blob/develop/LICENSE

Can be SelfHosted or use: https://baserow.io/database

Baserow is an open source no-code database and Airtable alternative.

Create your own database without technical experience. Our user friendly no-code tool gives you the powers of a developer without leaving your browser.

• Focus: Open-source no-code database tool with a user-friendly interface resembling spreadsheets but with relational database capabilities.
• Strengths: Offers a visual interface for building tables, defining relationships, and managing data. Supports various data types, including files, formulas, and automations. Integrates with popular tools like Zapier and webhooks.
• Considerations: While feature-rich, it might not be as powerful as some options for complex relational modeling.

Other

• API Table - https://github.com/apitable/apitable https://github.com/apitable/apitable?tab=AGPL-3.0-1-ov-file#readme
  • https://github.com/apitable/apitable#installation

Rowy: https://github.com/rowyio/rowy?tab=readme-ov-file

Focus: Low-code backend platform for building internal tools and automating workflows. Strengths: Flexible and customizable, allowing you to build custom interfaces, integrations, and automations. Supports a variety of data sources and connects to external APIs. Considerations: Requires more development knowledge compared to other options. Might have a steeper learning curve for non-programmers.

4. Appsmith: https://www.appsmith.com/integration https://github.com/appsmithorg/appsmith

Focus: Open-source low-code platform for building internal tools and custom applications. Strengths: Visually build user interfaces using drag-and-drop functionality and connect to various data sources. Offers features like user authentication, form handling, and data integrations. Considerations: While offering a visual interface, it might require some coding knowledge for complex functionalities.

Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.

https://docs.appsmith.com/getting-started/setup/installation-guides/docker?utm_source=github&utm_medium=organic&utm_campaign=readme

services:
   appsmith:
     image: index.docker.io/appsmith/appsmith-ee
     container_name: appsmith
     ports:
         - "80:80"
         - "443:443"
     volumes:
         - ./stacks:/appsmith-stacks
     restart: unless-stopped

5. Budibase:

Focus: Open-source self-hosted alternative for building internal tools and managing data. Strengths: Offers a modular architecture with components for building databases, forms, dashboards, and workflows. Supports user management, role-based access control, and data filtering. Considerations: Relatively new project compared to some alternatives. Feature set might be under development.

https://github.com/Budibase/budibase https://github.com/Budibase/budibase?tab=License-1-ov-file#readme

Low code platform for building business apps and workflows in minutes. Supports PostgreSQL, MySQL, MSSQL, MongoDB, Rest API, Docker, K8s, and more 🚀

• https://github.com/RasaHQ/rasa https://github.com/RasaHQ/rasa?tab=Apache-2.0-1-ov-file#readme

Rasa Open Source is the most popular open source framework for building chat and voice-based AI assistants.

💬 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

Other F/OSS No Code Tools

• Node Red
• Apache Airflow