RIV
- #Smartassistant
Solution for predicting of the possible subtasks and risks for the specific task.
- Data Analysis
Impact
Our solutions create an AI-enhanced task planner that simplifies the problem decomposition process and the flow in general.
Services we provided
Solution for predicting of the possible subtasks and risks for the specific task
Tech Stack
GPT 3
Streamlit
PostgreSQL
Challenges and Solutions
🧐 Challenges
To develop a pipeline that will be able to generate lists of subtasks, will fully understand the user’s input, and could retrieve the names, dates, and other named entities.
💡 Solutions
Our solution successfully implements the processing pipeline and db manipulations and includes the following steps:
- Processing of the user’s input with the help of GPT-API generates the list of subtasks or predicts possible risks for the main task.
- Gathers the names and dates from the user’s input that will help to fill all of the fields with necessary information.
- Saves the result to the database, so the information can be edited or reviewed in the future
User flow
1. The user writes the request.
2. The pipeline generates the result and gathers the necessary information.
3. The user fills in the necessary fields and saves the result into the db.