ChatGPT, Benefits and Drawback !

About ChatGPT

ChatGPT is an advanced language model developed by OpenAI that is capable of generating human-like responses to various inputs. It is based on the GPT-3.5 architecture and is currently one of the most advanced AI models available. The model has been trained on a massive corpus of text data, allowing it to generate coherent and meaningful responses to various queries.

Benefits:

One of the primary benefits of ChatGPT is its ability to learn from vast amounts of data and use that knowledge to generate responses to various queries. This makes it a powerful tool for tasks such as language translation, content generation, and customer service. ChatGPT's ability to generate human-like responses also makes it an ideal tool for improving chatbot and virtual assistant technology.

Another benefit of ChatGPT is that it can help businesses automate their customer service processes. Chatbots that use ChatGPT can handle large volumes of customer queries without requiring human intervention. This can help businesses save time and money while improving customer satisfaction.

Drawback of ChatGPT

However, there are also some drawbacks to ChatGPT. One of the main concerns is that the model may be prone to bias. The data used to train the model may be biased in various ways, which could lead to biased responses. Another concern is that ChatGPT may not always provide accurate responses. The model may generate responses that are not factually correct or that could be misleading.

Summary:

Despite these concerns, it is important to note that ChatGPT is not something that humans should be scared of. The model is a tool that can be used to augment human intelligence, not replace it. Humans still have a critical role to play in ensuring that the responses generated by ChatGPT are accurate and unbiased.

In conclusion, ChatGPT is a powerful tool that has the potential to revolutionize many industries. Its ability to generate human-like responses to various queries makes it an ideal tool for language translation, content generation, and customer service. However, it is essential to be aware of the potential drawbacks and biases that may be present in the model. As long as humans remain vigilant and use ChatGPT responsibly, it can be a valuable asset that enhances our capabilities rather than a threat that replaces us.

Tips using ChatGPT

Here are some tips for using ChatGPT effectively:

• Provide clear and specific prompts: ChatGPT works best when it has a clear idea of what you're asking it. Make sure your prompts are specific and clearly worded. Avoid using ambiguous or open-ended questions.
• Use high-quality data: ChatGPT is only as good as the data it's trained on. If you're training your own version of ChatGPT, make sure you're using high-quality data that is relevant to your use case.
• Fine-tune the model: Fine-tuning the model to your specific use case can improve its accuracy and relevance. This involves training the model on a smaller dataset that is specific to your domain.
• Monitor responses for accuracy and bias: As with any AI tool, it's important to monitor ChatGPT's responses for accuracy and bias. Make sure you're reviewing its responses regularly and correcting any errors or biases that you identify.
• Use in combination with human intervention: While ChatGPT can handle many tasks on its own, it's important to use it in combination with human intervention. Human oversight can help ensure that ChatGPT's responses are accurate and appropriate.
• Experiment with different inputs and prompts: ChatGPT can be used for a wide variety of tasks, so don't be afraid to experiment with different inputs and prompts. This can help you identify new use cases and improve your overall results.
• Be aware of ethical considerations: As with any AI tool, there are ethical considerations to be aware of when using ChatGPT. Make sure you're using it in a responsible and ethical manner, and that you're not contributing to bias or harm in any way.

Note: This article was written by chatGPT

Find and copy File recursively on MAC terminal

The following command find allt he files with *jpeg extension with in the current folder/children folders recursicely and copy all the files to the ~/mac-photos folder

$ find . -name "*.jpeg" -type f -exec cp {} ~/mac-photos \;

Code to Split large file and keep the header row on each file

You can pass a single argument as the file name(Exclude the extension...) or you can modify the file to take extension as the arguments.

fileName=$1
splitFileNamePrefix="${fileName}_"
header=$(head -1 ${fileName}.dat)
split -l 40000 ${fileName}.dat splitFileNamePrefix
n=1
for f in splitFileNamePrefix*
do
    prefixSplitNo=0
    if [[ ${n} -gt 9 ]]; then
        prefixSplitNo=''
    fi
    outputFileName="${splitFileNamePrefix}${prefixSplitNo}${n}.dat"
    echo ${outputFileName}
    if [[ ${n} -ne 1 ]]; then
        echo ${header} > ${outputFileName}
    fi
    cat ${f} >> ${outputFileName}
    rm ${f}
    ((n++))
done

Running a command as a service in Window!

To create service:

 sc.exe create YOUR_SERVICE_NAME binpath= <PATH_TO_YOUREXECUTABLE>

 

Example:  sc.exe create dockerDService binPath= "C:\Program Files\Docker\Docker\resources\dockerd.exe" start= auto

To delete service:

  sc.exe delete SERVICE_NAME 

 Example : sc.exe delete dockerDService 

Note: Use PowerShell or the command Terminal with Administrator mode

Backup(Transferring and Synchronizing files) using python multiprocessing and rsync !

rsync(remote sync) is a utility for efficiently transferring and synchronizing files between a computer and an external storage

1. Copy or sync files locally:

2. rsync -zvh [Source-Files-Dir] [Destination]

3. Copy or sync directory locally:

4. rsync -zavh [Source-Files-Dir] [Destination]

5. Copy files and directories recursively locally:

6. rsync -zrvh [Source-Files-Dir] [Destination]  

7. Sample  python code  script to do a backup using python...

8. 
   

9. #!/usr/bin/env python

   import subprocess

   from multiprocessing import Pool

   
   

   from os import walk 

   
   

   src= "/home/user/data/"

   dest="/home/user/data/backup/"

   def backupData(dir):

       print("dir = "+ src+dir +" dest = " + dest+dir)

       subprocess.call(["rsync", "-arq", src+dir, dest+dir]) 

   
   

   dirList = []

   for (root, dirs, files) in walk(src):

       dirList.extend(dirs)

       break;

   print (dirList)

   p= Pool(len(dirList))

   p.map(backupData, dirList)

Cucumber/Gherkins with Java(kotlin) !

Cucumber is an opensource, Behavior-Driven Development (BDD) framework, where you execute your automated tests. You can pick up a regression suites for your automation test. We will mostly discuss about the the automation test written in Java/Kotlin in this tutorials.

Cucumber reads executable specifications written in plain text and validates that the software does what those specifications say.

What is Gherkins:

Gherkins is a business readable domain specific language. It is a set of grammar rules that makes plain text structured enough for Cucumber to understand.

Example :  Users are presented with Invalid Username/Password method when authentication fails

Scenarios: 

Cucumber uses Scenarios to defines the steps . You describe the Scenarios using Given, When, And and Then, But 

Example: 

Scenario: Users are presented with Invalid Username/Password method when authentication fails
  Given User is in the login page
  when User fills the invalid username or password
  And User hit the submit button
  Then User see the pop up screen saying Invalid Username/Password
When we define the  Scenario, we  can define multiple pre condition and multiple action and multiple expected outcomes.

We can collapse these two or more similar scenarios into a Scenario Outline as following
Scenario Outline: eating
  Given there are <start> cucumbers
  When I eat <eat> cucumbers
  Then I should have <left> cucumbers

  Examples:
    | start | eat | left |
    |    12 |   5 |    7 |
    |    20 |   5 |   15 |

(src: cucumber.io)

What is Feature and Feature File:

Feature can be defined as a standalone business functionality of a project. Feature file describes the testing needs for any features. A features file can contains one or many scenarios for you automated testings.In order the automatically detect the features by cucumber framework, you need to define it with .feature file extension. You will normally have a desperate feature file for each feature. 

(This post is still in progress--- keep visit us again)

Updating the hosts file in MAC

echo '172.16.144.128 hdp hdp' | sudo tee -a /private/etc/hosts