size_categories:n<1K format:parquet modality:text library:datasets library:pandas library:mlcroissant library:polars library:argilla region:us rlfh argilla human-feedback
---
size_categories: n<1K
tags:
- rlfh
- argilla
- human-feedback
---

# Dataset Card for Pranav2533







This dataset has been created with [Argilla](https://github.com/argilla-io/argilla). As shown in the sections below, this dataset can be loaded into your Argilla server as explained in [Load with Argilla](#load-with-argilla), or used directly with the `datasets` library in [Load with `datasets`](#load-with-datasets).


## Using this dataset with Argilla

To load with Argilla, you'll just need to install Argilla as `pip install argilla --upgrade` and then use the following code:

```python
import argilla as rg

ds = rg.Dataset.from_hub("wyzard-ai/Pranav2533", settings="auto")
```

This will load the settings and records from the dataset repository and push them to you Argilla server for exploration and annotation.

## Using this dataset with `datasets`

To load the records of this dataset with `datasets`, you'll just need to install `datasets` as `pip install datasets --upgrade` and then use the following code:

```python
from datasets import load_dataset

ds = load_dataset("wyzard-ai/Pranav2533")
```

This will only load the records of the dataset, but not the Argilla settings.

## Dataset Structure

This dataset repo contains:

* Dataset records in a format compatible with HuggingFace `datasets`. These records will be loaded automatically when using `rg.Dataset.from_hub` and can be loaded independently using the `datasets` library via `load_dataset`.
* The [annotation guidelines](#annotation-guidelines) that have been used for building and curating the dataset, if they've been defined in Argilla.
* A dataset configuration folder conforming to the Argilla dataset format in `.argilla`.

The dataset is created in Argilla with: **fields**, **questions**, **suggestions**, **metadata**, **vectors**, and **guidelines**.

### Fields

The **fields** are the features or text of a dataset's records. For example, the 'text' column of a text classification dataset of the 'prompt' column of an instruction following dataset.

| Field Name | Title | Type | Required | Markdown |
| ---------- | ----- | ---- | -------- | -------- |
| instruction | User instruction | text | True | True |


### Questions

The **questions** are the questions that will be asked to the annotators. They can be of different types, such as rating, text, label_selection, multi_label_selection, or ranking.

| Question Name | Title | Type | Required | Description | Values/Labels |
| ------------- | ----- | ---- | -------- | ----------- | ------------- |
| relevance_score | How Relevant is the conversation based upon expert. Is the conversation highly curated for you or not. Please don't judge accuracy. | rating | True | N/A | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| accuracy_score | How accurate is the conversation based upon persona | rating | True | if  | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| clarity_score | How clear is the conversation based upon persona | rating | True | Is the LLM getting confused | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| actionable_score | How actionable is the conversation based upon persona | rating | True | Is the LLM response to actionable for example, it shows comparison card on the right question.  | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| engagement_score | How engaging is the conversation based upon persona | rating | True | Are there a lot of question that are being shown if yes, high score else low score | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| completeness_score | is the conversation complete based upon persona | rating | True | is the conversation complete based upon persona, not leaving any key aspect out | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| feedback | feedback | text | True | What do you think can be improved in the given conversation. How good was the conversation as per you? | N/A |


<!-- check length of metadata properties -->

### Metadata

The **metadata** is a dictionary that can be used to provide additional information about the dataset record.
| Metadata Name | Title | Type | Values | Visible for Annotators |
| ------------- | ----- | ---- | ------ | ---------------------- |
 | conv_id | Conversation ID |  |  -  | True |
 | turn | Conversation Turn |  | 0 - 100 | True |






### Data Instances

An example of a dataset instance in Argilla looks as follows:

```json
{
    "_server_id": "b77ccd27-b84c-46c9-937a-8122ee28cb4f",
    "fields": {
        "instruction": "**user**: kemcho\n**assistant**: Kemcho, Pranav! Hope you\u0027re doing well. How can I assist you today with your IT infrastructure or software needs?\n**user**: what is monitoring ?\n**assistant**: Monitoring is the systematic process of observing and checking the status and performance of your IT infrastructure (like servers, networks, applications) and software.  It\u0027s crucial for maintaining uptime, preventing security threats, and optimizing performance.  Think of it as a health checkup for your systems.\n\nThere are various types of monitoring, each with its own focus:\n\n| Monitoring Type | Description | Benefits |\n|---|---|---|\n| Network Performance Monitoring | Tracks the performance and availability of network devices. | Identifies bottlenecks, improves network speed, and enhances reliability. |\n| Application Performance Monitoring (APM) | Monitors the performance and availability of software applications. | Pinpoints performance issues, improves user experience, and optimizes application efficiency. |\n| Server Monitoring | Keeps track of server health, resource usage, and performance. | Prevents server failures, optimizes resource allocation, and ensures high availability. |\n| Website Monitoring | Checks website uptime, performance, and availability from different locations. | Ensures website accessibility, improves user experience, and identifies potential issues. |\n| Security Monitoring | Detects and alerts on security threats and vulnerabilities. | Protects against cyberattacks, prevents data breaches, and ensures data security. |\n\n\n**To help me recommend the right tools for you, could you tell me more about:**\n\n* **What aspects of your IT infrastructure are you most interested in monitoring?** (e.g., network, applications, servers, websites, security)\n* **What are your main challenges or concerns regarding your IT infrastructure?** (e.g., downtime, slow performance, security breaches)\n* **What is the size of your organization?** (e.g., small business, mid-size, large enterprise)\n\n**feedback**: Newrelic , datadog , prometheus , grafana ....\n**user**: ohkay!\n**assistant**: It seems like you\u0027re processing the information. If you have any questions about monitoring or need further assistance with IT infrastructure or software, feel free to ask. I\u0027m here to help!\n**user**: how can i setup monitoring for my own infrastructure ?\n**assistant**: Setting up monitoring for your infrastructure involves a few key steps:\n\n| Step | Description | Considerations | Tools (Examples) |\n|---|---|---|---|\n| 1. Define Objectives | What do you want to achieve with monitoring? (e.g., improve uptime, enhance security, optimize performance) | Prioritize your goals based on business needs. |  |\n| 2. Identify Key Metrics | What aspects of your infrastructure are most critical to monitor? (e.g., CPU usage, network latency, application response time) | Choose metrics that align with your objectives. |  |\n| 3. Select Monitoring Tools | Choose tools that fit your needs and budget. | Consider factors like ease of use, scalability, and integration with existing systems. | Checkmk, Network Performance Monitor, PRTG Hosted Monitor, Nagios Network Analyzer, Server Configuration Monitor, AKIPS Network Monitor, NetCrunch |\n| 4. Configure Monitoring System | Set up alerts, thresholds, and reporting based on your chosen metrics. | Ensure alerts are actionable and relevant. |  |\n| 5. Test and Refine | Regularly test your monitoring system and adjust configurations as needed. | Continuous monitoring and optimization are crucial. |  |\n\n\n**To recommend specific tools and configurations, I need a bit more information:**\n\n* **What type of infrastructure do you have?** (e.g., on-premise, cloud, hybrid)\n* **What operating systems are you using?** (e.g., Windows, Linux)\n* **What are your specific pain points?** (e.g., slow application performance, frequent network outages)\n\nIf you are ready to explore specific tools, I can connect you with our sales representative, Eshu, for a more tailored consultation. You can reach Eshu at eshu@wyzard.in or +91-9284730045.\n\n**user**: what are the monitoring tools i should prefer ?\n**assistant**: Given your previous questions about setting up monitoring and the types of monitoring available, it seems you\u0027re looking for tools to monitor your own infrastructure.  To give you the best recommendations, I still need some more details about your specific needs. However, I can offer a few popular and effective monitoring tools categorized by their focus:\n\n| Tool | Focus |  Key Features | Suitable for |\n|---|---|---|---|\n| Checkmk | Infrastructure \u0026 Application Monitoring | Scalable, automated, extensible, 2000+ vendor-maintained plugins | Dynamic hybrid IT environments |\n| SolarWinds Network Performance Monitor | Network Performance Monitoring | Proactive issue detection, uptime maintenance | Maintaining network uptime and performance |\n| PRTG Hosted Monitor | Network Monitoring | All-in-one monitoring, customizable alerts, data visualization | Small to medium businesses |\n| Nagios Network Analyzer | Network Bandwidth Analysis | NetFlow and sFlow data analysis, anomaly detection | Identifying network bottlenecks and anomalies |\n| SolarWinds Server Configuration Monitor | Server Configuration Monitoring | Tracks and alerts on configuration changes, baseline comparisons | Managing server configurations and changes |\n| AKIPS Network Monitor | Network Monitoring | Automatic device detection, SNMP, syslog, and ping monitoring | Enterprise organizations |\n| NetCrunch | Network, Server, Application Monitoring | Agentless monitoring, customizable dashboards | Monitoring diverse IT infrastructure components |\n\n\n**To narrow down the best options for *you*, please tell me more about:**\n\n* **What type of infrastructure do you have?** (e.g., on-premise, cloud, hybrid)\n* **What are your primary goals for monitoring?** (e.g., improve uptime, enhance security, optimize performance)\n* **What\u0027s your budget?**  (Some tools have free versions, while others are enterprise-grade solutions.)\n\nOnce I have a clearer understanding of your requirements, I can provide more specific recommendations.  If you\u0027re ready to discuss pricing and implementation, I can connect you with our sales representative, Eshu. You can reach him at eshu@wyzard.in or +91-9284730045.\n\n**user**: best CI/CD tools for ecs based environment \n**assistant**: | Tool | Description | Pricing |\n|---|---|---|\n| AWS CodePipeline | Fully managed CI/CD service that integrates seamlessly with ECS. | Pay-as-you-go |\n| CircleCI | Cloud-based CI/CD platform with excellent ECS integration. | Free tier available, paid plans for larger teams |\n| Travis CI | Popular CI/CD tool that supports ECS deployments. | Free for open-source, paid plans for private repositories |\n| GoCD | Open-source CI/CD server with strong ECS support. | Free |\n\n\n**To help me narrow down the best tool for *you*, could you tell me:**\n\n* **What\u0027s your team size?**\n* **What\u0027s your budget?**\n* **What are your specific CI/CD needs?** (e.g., automated testing, deployment workflows)\n\nIf you\u0027d like to discuss pricing and implementation details, you can contact our sales representative, Eshu, at eshu@wyzard.in or +91-9284730045.\n"
    },
    "id": "ea19d1ac-cceb-4eb8-a330-77edf5ff22d8",
    "metadata": {
        "conv_id": "3f79181c-bce1-4570-b067-ca5b178a08f4",
        "turn": 0
    },
    "responses": {},
    "status": "pending",
    "suggestions": {},
    "vectors": {}
}
```

While the same record in HuggingFace `datasets` looks as follows:

```json
{
    "_server_id": "b77ccd27-b84c-46c9-937a-8122ee28cb4f",
    "conv_id": "3f79181c-bce1-4570-b067-ca5b178a08f4",
    "id": "ea19d1ac-cceb-4eb8-a330-77edf5ff22d8",
    "instruction": "**user**: kemcho\n**assistant**: Kemcho, Pranav! Hope you\u0027re doing well. How can I assist you today with your IT infrastructure or software needs?\n**user**: what is monitoring ?\n**assistant**: Monitoring is the systematic process of observing and checking the status and performance of your IT infrastructure (like servers, networks, applications) and software.  It\u0027s crucial for maintaining uptime, preventing security threats, and optimizing performance.  Think of it as a health checkup for your systems.\n\nThere are various types of monitoring, each with its own focus:\n\n| Monitoring Type | Description | Benefits |\n|---|---|---|\n| Network Performance Monitoring | Tracks the performance and availability of network devices. | Identifies bottlenecks, improves network speed, and enhances reliability. |\n| Application Performance Monitoring (APM) | Monitors the performance and availability of software applications. | Pinpoints performance issues, improves user experience, and optimizes application efficiency. |\n| Server Monitoring | Keeps track of server health, resource usage, and performance. | Prevents server failures, optimizes resource allocation, and ensures high availability. |\n| Website Monitoring | Checks website uptime, performance, and availability from different locations. | Ensures website accessibility, improves user experience, and identifies potential issues. |\n| Security Monitoring | Detects and alerts on security threats and vulnerabilities. | Protects against cyberattacks, prevents data breaches, and ensures data security. |\n\n\n**To help me recommend the right tools for you, could you tell me more about:**\n\n* **What aspects of your IT infrastructure are you most interested in monitoring?** (e.g., network, applications, servers, websites, security)\n* **What are your main challenges or concerns regarding your IT infrastructure?** (e.g., downtime, slow performance, security breaches)\n* **What is the size of your organization?** (e.g., small business, mid-size, large enterprise)\n\n**feedback**: Newrelic , datadog , prometheus , grafana ....\n**user**: ohkay!\n**assistant**: It seems like you\u0027re processing the information. If you have any questions about monitoring or need further assistance with IT infrastructure or software, feel free to ask. I\u0027m here to help!\n**user**: how can i setup monitoring for my own infrastructure ?\n**assistant**: Setting up monitoring for your infrastructure involves a few key steps:\n\n| Step | Description | Considerations | Tools (Examples) |\n|---|---|---|---|\n| 1. Define Objectives | What do you want to achieve with monitoring? (e.g., improve uptime, enhance security, optimize performance) | Prioritize your goals based on business needs. |  |\n| 2. Identify Key Metrics | What aspects of your infrastructure are most critical to monitor? (e.g., CPU usage, network latency, application response time) | Choose metrics that align with your objectives. |  |\n| 3. Select Monitoring Tools | Choose tools that fit your needs and budget. | Consider factors like ease of use, scalability, and integration with existing systems. | Checkmk, Network Performance Monitor, PRTG Hosted Monitor, Nagios Network Analyzer, Server Configuration Monitor, AKIPS Network Monitor, NetCrunch |\n| 4. Configure Monitoring System | Set up alerts, thresholds, and reporting based on your chosen metrics. | Ensure alerts are actionable and relevant. |  |\n| 5. Test and Refine | Regularly test your monitoring system and adjust configurations as needed. | Continuous monitoring and optimization are crucial. |  |\n\n\n**To recommend specific tools and configurations, I need a bit more information:**\n\n* **What type of infrastructure do you have?** (e.g., on-premise, cloud, hybrid)\n* **What operating systems are you using?** (e.g., Windows, Linux)\n* **What are your specific pain points?** (e.g., slow application performance, frequent network outages)\n\nIf you are ready to explore specific tools, I can connect you with our sales representative, Eshu, for a more tailored consultation. You can reach Eshu at eshu@wyzard.in or +91-9284730045.\n\n**user**: what are the monitoring tools i should prefer ?\n**assistant**: Given your previous questions about setting up monitoring and the types of monitoring available, it seems you\u0027re looking for tools to monitor your own infrastructure.  To give you the best recommendations, I still need some more details about your specific needs. However, I can offer a few popular and effective monitoring tools categorized by their focus:\n\n| Tool | Focus |  Key Features | Suitable for |\n|---|---|---|---|\n| Checkmk | Infrastructure \u0026 Application Monitoring | Scalable, automated, extensible, 2000+ vendor-maintained plugins | Dynamic hybrid IT environments |\n| SolarWinds Network Performance Monitor | Network Performance Monitoring | Proactive issue detection, uptime maintenance | Maintaining network uptime and performance |\n| PRTG Hosted Monitor | Network Monitoring | All-in-one monitoring, customizable alerts, data visualization | Small to medium businesses |\n| Nagios Network Analyzer | Network Bandwidth Analysis | NetFlow and sFlow data analysis, anomaly detection | Identifying network bottlenecks and anomalies |\n| SolarWinds Server Configuration Monitor | Server Configuration Monitoring | Tracks and alerts on configuration changes, baseline comparisons | Managing server configurations and changes |\n| AKIPS Network Monitor | Network Monitoring | Automatic device detection, SNMP, syslog, and ping monitoring | Enterprise organizations |\n| NetCrunch | Network, Server, Application Monitoring | Agentless monitoring, customizable dashboards | Monitoring diverse IT infrastructure components |\n\n\n**To narrow down the best options for *you*, please tell me more about:**\n\n* **What type of infrastructure do you have?** (e.g., on-premise, cloud, hybrid)\n* **What are your primary goals for monitoring?** (e.g., improve uptime, enhance security, optimize performance)\n* **What\u0027s your budget?**  (Some tools have free versions, while others are enterprise-grade solutions.)\n\nOnce I have a clearer understanding of your requirements, I can provide more specific recommendations.  If you\u0027re ready to discuss pricing and implementation, I can connect you with our sales representative, Eshu. You can reach him at eshu@wyzard.in or +91-9284730045.\n\n**user**: best CI/CD tools for ecs based environment \n**assistant**: | Tool | Description | Pricing |\n|---|---|---|\n| AWS CodePipeline | Fully managed CI/CD service that integrates seamlessly with ECS. | Pay-as-you-go |\n| CircleCI | Cloud-based CI/CD platform with excellent ECS integration. | Free tier available, paid plans for larger teams |\n| Travis CI | Popular CI/CD tool that supports ECS deployments. | Free for open-source, paid plans for private repositories |\n| GoCD | Open-source CI/CD server with strong ECS support. | Free |\n\n\n**To help me narrow down the best tool for *you*, could you tell me:**\n\n* **What\u0027s your team size?**\n* **What\u0027s your budget?**\n* **What are your specific CI/CD needs?** (e.g., automated testing, deployment workflows)\n\nIf you\u0027d like to discuss pricing and implementation details, you can contact our sales representative, Eshu, at eshu@wyzard.in or +91-9284730045.\n",
    "status": "pending",
    "turn": 0
}
```


### Data Splits

The dataset contains a single split, which is `train`.

## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

[More Information Needed]

### Annotations

#### Annotation guidelines

Review the user interactions with the chatbot.

#### Annotation process

[More Information Needed]

#### Who are the annotators?

[More Information Needed]

### Personal and Sensitive Information

[More Information Needed]

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

[More Information Needed]

### Licensing Information

[More Information Needed]

### Citation Information

[More Information Needed]

### Contributions

[More Information Needed]