PredictorProjGPT

Perkenalan

Kerangka kerja prompt PredictorProjGPT memiliki kemampuan untuk menerima hasil pengujian kinerja sebagai masukan dan memberikan keluaran yang mencakup Indikator Kinerja Utama (KPI) yang dipetakan ke objek kerangka data yang sesuai.

Dokumentasi OpenAI : https://platform.openai.com/docs/libraries/python-library

Prasyarat

1. Kunci API OpenAI
2. Paket OpenAI
3. Paket Panda
4. Paket Streamlit

Menginstal Paket

1. Instal Paket OpenAI

 pip install openai

2. Instal Panda

 pip install pandas

3. Instal Streamlit

 pip install streamlit

Keluaran

Perintahkan Laporan Uji Kinerja Masukan

 A performance test was conducted on 24th April 2020 on a Salesforce application. The following observation was 
recorded by a performance tester after conclusion of the test.
Configuration:
1. There are total 40 transactions involved. The wait time between each transaction is 5 seconds.
2. Total Pacing Time is configured as 180 seconds.
    
Summary:
1. Average Response Time for the entire duration of the test was 6.5 seconds.
2. CPU Utilization peaked 75% in the first hour of the steady state.
3. Memory Consumption of 88% was observed at the last hour of the steady state.
4. Entire duration of the test was 5 hours. Endurance Test was performed.
5. Observed 10% error on the entire duration of the test
6. Predict the outcome

Hasil Akhir


Instalasi

1. Kloning repositori ke dalam direktori proyek Anda

 git clone 'enter repository url here'

2. Membangun Citra

 docker build -t predictor-gpt-app .

2. Jalankan wadahnya

 docker run -it predictor-gpt-app

Pembaruan - 18/03/2024

 1. Recent Changes in OpenAI commands - https://github.com/openai/openai-python

 2. OpenAI secret key is now stored as environment variable