Securely Interact with Private Data Using Local AI

Securely Interact with Private Data Using Local AI

Table of Contents

1. Introduction
2. What is AMA Web UI?
3. Architecture Diagram
4. Setting Up AMA Web UI on Windows
5. Running AMA Web UI Locally
6. Using AMA Web UI
   1. Importing and Chatting with Documents
   2. Performing Image Recognition
   3. Using Different AI Models
   4. Exploring Settings and Features
   5. Utilizing the Audio Feature
7. Making AMA Web UI Accessible through the Internet
8. testing AMA Web UI on Mobile
9. Conclusion
10. Resources

Introduction

Are you looking for a way to interact with your private documents and information without the fear of compromising your privacy? In this article, we will discuss an open-source project called AMA Web UI that allows you to have a private chat interface with your locally hosted language model. We will explore the architecture, installation process, features, and demonstrate how you can use AMA Web UI securely. So, let's dive in and discover an innovative solution for interacting with your documents.

What is AMA Web UI?

AMA Web UI is an open-source project that serves as a clone of Chat GPT user interface with enhanced control over your own private language model. With AMA Web UI, you can upload and chat with various documents, such as PDFs, images, and more. It allows you to run your locally hosted language model and interact with your private information without compromising your data to external AI providers. AMA Web UI provides a secure and private environment for leveraging the power of AI in your document interactions.

Architecture Diagram

Before we delve into the technical aspects of AMA Web UI, let's take a look at the architecture diagram of the system we are going to build. The architecture is quite simple and consists of a Windows machine running WSL (Windows Subsystem for Linux) with the AMA server. AMA is started as a Docker container and accessible through the host machine. To make the web UI accessible from anywhere in the world, we will use a distributed reverse proxy like NGINX. The NGINX agent running in the local system establishes a secure tunnel to the cloud-based reverse proxy, allowing public access to the web UI.

Setting Up AMA Web UI on Windows

Firstly, you need to install Docker and Docker Compose in your Windows system. Once installed, clone the AMA Web UI repository and navigate to the downloaded files. The repository contains the docker-compose.yml file, which is used for running AMA Web UI locally. Modify the API Base URL to connect to the AMA server running in WSL. Now, run the Docker Compose command to start AMA Web UI. With these steps, you will have AMA Web UI up and running on your local system.

Running AMA Web UI Locally

After setting up AMA Web UI, you can access it by navigating to http://localhost:3000 in your web browser. If it's your first time accessing AMA Web UI, you will be prompted to sign up and create a user account. Once logged in, you can choose the AI model you want to use, like Open Chat. The web interface allows you to import and chat with documents, perform image recognition tasks, and utilize different AI models for specific purposes. AMA Web UI provides a simple yet powerful interface for interacting with your documents in a conversational manner.

Using AMA Web UI

Importing and Chatting with Documents

One of the key features of AMA Web UI is the ability to import and chat with documents. You can easily upload various document types, such as CVs or consultancy documents, and tag them for easy referencing. By referencing the documents in your chat, you can ask questions and extract information from them. AMA Web UI intelligently reads the documents and provides accurate responses based on the content. You can tag multiple documents and even combine the information from different documents in a single response.

Performing Image Recognition

AMA Web UI also supports image recognition tasks. You can upload an image and ask AMA Web UI to describe the content of the image. AMA Web UI utilizes your locally hosted Vision model to process the image and provide detailed information about the objects or scenes in the image. You can even compare two images to determine if they are similar or different based on their content. The image recognition feature allows you to leverage AI in analyzing and understanding visual data.

Using Different AI Models

AMA Web UI offers various AI models that you can choose to interact with. Models like Open Chat or Back Laab provide different capabilities and responses based on their training data. You can switch between these models within the interface to suit your specific requirements. Each model has its own strengths and weaknesses, so you can explore and experiment to find the best fit for your needs.

Exploring Settings and Features

AMA Web UI provides a range of settings and features to enhance your experience. You can add system prompts, customize voice settings, set conversation modes, and adjust parameters like temperature and stop sequences. Additionally, you can import and export chats, delete or reset conversations, and manage your vector storage. The settings menu empowers you to fine-tune the behavior of AMA Web UI and tailor it to your preferences.

Utilizing the Audio Feature

An intriguing feature of AMA Web UI is the audio conversation mode. By enabling this mode, you can have a conversation with the AI model without typing anything. Simply use the Record button and speak your queries or statements. AMA Web UI will process the audio input and generate spoken responses. This hands-free interaction allows for more natural and efficient conversations, especially when on the go or multitasking.

Making AMA Web UI Accessible through the Internet

To access your locally hosted AMA Web UI from anywhere in the world, you can utilize a reverse proxy service like inro. By registering and configuring the inro agent in your local system, you can establish a secure tunnel between your machine and the cloud-based reverse proxy. This allows you to obtain a public URL that can be used to access AMA Web UI remotely. With this setup, you can securely interact with your private documents from any device with an internet connection.

Testing AMA Web UI on Mobile

Once you have set up AMA Web UI and made it accessible through the internet, you can test it on your mobile device. Simply open the provided URL on your mobile browser, log in to your AMA Web UI account, and start interacting with your documents and AI models. The mobile interface provides seamless access to all the features and settings. You can even utilize the audio conversation mode to have spoken interactions with the AI model, making it convenient for on-the-go usage.

Conclusion

AMA Web UI offers a unique and powerful solution for interacting with your private documents and information using locally hosted language models. This open-source project provides a secure and private environment where you can import, chat, and extract information from various documents. With features like image recognition, multi-model chat, and audio conversation mode, AMA Web UI empowers you to leverage AI capabilities while safeguarding your data privacy. So why not give AMA Web UI a try and experience a new dimension of document interaction?

Resources

• AMA Web UI Repository: link
• Docker: link
• Docker Compose: link
• NGINX: link
• inro: link

FAQ

Q: Can AMA Web UI be used with GPU capabilities? A: AMA Web UI can run fine with CPU performance if you don't have a GPU-enabled system. However, if your system has a high-end or dedicated GPU, you can take advantage of GPU capabilities by running AMA Web UI with a GPU-enabled Docker image.

Q: Is AMA Web UI compatible with Mac and Linux systems? A: Yes, AMA Web UI can be used with Mac and Linux systems. If you have a supported graphics card, you can run AMA Web UI with GPU capabilities on these systems as well.

Q: Can I use external APIs with AMA Web UI? A: Yes, AMA Web UI allows you to specify external APIs in its settings. If your locally hosted AMA instance is unable to connect, AMA Web UI can utilize the external API you provide to respond to your queries.

Q: Can the audio conversation mode in AMA Web UI recognize different languages? A: Yes, AMA Web UI supports multiple languages for the audio conversation mode. You can set the voice language to suit your preferences, including English India and many others.

Q: How secure is AMA Web UI in terms of data privacy? A: AMA Web UI ensures data privacy by running locally on your machine and not sharing any private information with external AI providers. Your documents and interactions remain within your control, providing a secure environment for handling sensitive data.