PromethAI

Open-source framework that gives you AI Agents that help you navigate decision-making, get personalized goals and execute them
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We took all the work we did with PromethAI into our new product, cognee -> check it out here
What is it
PromethAI is a Python-based AGI project that recommends choices based on a user's goals and preferences and can modify its recommendations based on user feedback.
Our focus is currently on food, but the system is extendible to any area.
💡 Features
- Optimized for Autonomous Agents
- Personalized for each user
- Introduces decision trees to help user navigate and decide on a solution
- Runs asynchronusly
- For App builds, check out this repo promethAI-GUI
- Supports automating tasks and executing decisions
- Multiple Vector DBs supported trough Langchain
- Low latency
- Easy to use
- Easy to deploy
💻 Demo
🛣 Architecture
🛣 Roadmap
⚙️ Setting up
1. Download the repo using git clone https://github.com/topoteretes/PromethAI-Backend-Backend.git in your terminal or directly from github page in zip format.
2. Navigate to the directory using cd PromethAI-Backend and create a copy of .env.template and name it .env.
3. Enter your unique OpenAI API Key, Google key, Custom search engine ID without any quotes or spaces in .env file. Follow the links below to get your keys:
| Keys | Accessing the keys |
|-----------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| **OpenAI API Key** | Sign up and create an API key at OpenAI Developer |
| **Pinecone API Key** | Sign up and create an API key at Pinecone.io |
| **Google API key** | Create a project in the Google Cloud Console and enable the API you need (for example: Google Custom Search JSON API). Then, create an API key in the "Credentials" section. |
| **Custom search engine ID** | Visit Google Programmable Search Engine to create a custom search engine for your application and obtain the search engine ID. |
4. Ensure that Docker and Docker Compose are installed in your system, if not, Install it from here.
5. Once you have Docker Desktop running, run command : docker-compose up promethai --build in promethai directory. Open your browser and go to localhost:3000 to see promethAI running.
Resources
Papers like "Generative Agents: Interactive Simulacra of Human Behavior"
Quick start
Make sure to add your credentions in the .env file.Launch the app with:
How it Works
Here is what happens everytime the AI is queried by the user:
1. AI vectorizes the query and stores it in a Pinecone Vector Database
2. AI looks inside its memory and finds memories and past queries that are relevant to the current query
3. AI thinks about what action to take
4. AI stores the thought from Step 3
5. Based on the thought from Step 3 and relevant memories from Step 2, AI generates an output