AI Morpheus is going to be a web app with similar features like ChatGPT. At this moment, there is no frontend-design, just basic html/css.

• Register
• Login
• Modify Account
• Create Inference
• Tool Calling: Google Search, Fetch URL Content, PythonREPL
• Streaming Responses

Next (in development):

• Managing Inference Threads (CRUD)
• Frontend Design
• Payment Integration
• API Key Management

Some of the dependencies:

• FastAPI
• langchain
• langgraph
• Ollama
• MongoDB
• httpx
• pydantic
• motor

Please check requirements.txt to see all.

• main.py: Entry point for the application.
• ai.py, ai_tools.py: AI-related functionalities and tools.
• controller.py: Handles the business logic and application flow.
• database.py: Database connection and ORM setup.
• helper.py: Utility functions and helpers.
• models.py: Database models and schemas.
• .env: Configuration file.

• static/css/styles.css: Main stylesheet for the application.
• static/js/script.js, test.js: JavaScript files for client-side logic and testing.

• templates/account.html, base.html, index.html, login.html, logout.html, register.html: HTML templates for various pages.

Ollama must be installed. So first, download Ollama. In Terminal use this command to install Qwen2.5 which is set by default:

ollama run qwen2.5:7b

You also need to set up a MongoDB database and create the database + collections(messages, payments, settings, threads, users). To install mongodb, run these commands:

brew tap mongodb/brew
brew update
brew install [email protected]

To create the collections, you can use MongoDB Compass for simplicity.

Then you can clone and run the project:

git clone https://github.com/yourusername/ai_morpheus.git
cd ai_morpheus
pip install -r requirements.txt
uvicorn main:app --reload

You can access the application with http://127.0.0.1:8000 in your prefered browser.

To play around with the models, you need to create an account first. So open http://127.0.0.1:8000 and click on register. You can set the model manually by editing <input type="hidden" name="model" value="qwen2.5:7b"> in templates\index.html.

If you would like, you can replace the model for testing. Download any model from Ollama.com and replace the value as described above.

Contributions are welcome.

MIT License

Copyright (c) 2024 Alexander Slatina

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

For any inquiries or support, please contact me here: [email protected] or through my website linked on my GitHub profile.