20 May 2024

Learning about ChatGPT4All

So a coworker turned me onto this application called ChatGPT4All. I have to say, it’s a pretty neat concept. I really enjoy the idea of being able to run my own LLM locally on own hardware.

Introduction to GPTs and LLMs

In the realm of artificial intelligence (AI) and machine learning (ML), models that process and generate human-like text have revolutionized how machines understand and interact with human language. Two critical terms in this field are Generative Pre-trained Transformer (GPT) and Large Language Model (LLM).

GPTs are a type of AI model designed to generate text using a technique called transformer architecture. This architecture enables the model to consider the context of each word in a sentence, allowing for more coherent and contextually appropriate outputs. The term “pre-trained” indicates that these models are initially trained on a vast dataset to understand language patterns before being fine-tuned for specific tasks.

Large Language Models (LLMs), on the other hand, are massive neural networks trained on extensive datasets comprising texts from books, articles, websites, and other text sources. These models are not just large in terms of their data handling but also in their architectural complexity, featuring billions of parameters that help them understand and generate text with nuanced understanding. While GPT is a specific type of LLM, the category includes various other models, each with unique training methodologies and capabilities.

By understanding these foundational technologies, we can appreciate the advancements they bring to digital communication, automation, and AI-driven analysis. These technologies are not just transforming textual data processing but are also enhancing the interactive capabilities of applications across industries.

Overview of GPT-4 and Its Advancements

GPT-4, a standout among Large Language Models (LLMs), represents a significant leap forward in AI capabilities. Developed by OpenAI, GPT-4 is the latest iteration in the Generative Pre-trained Transformer series and brings with it remarkable improvements in both scale and sophistication.

Features of GPT-4: GPT-4 boasts an expansive architecture, featuring billions of parameters that have been trained on a diverse dataset encompassing a vast array of human knowledge. This extensive training enables GPT-4 to understand and generate text with a high degree of nuance and complexity. Compared to its predecessor, GPT-3, GPT-4 can handle more intricate dialogues and produce outputs that are more contextually relevant and accurate.

Improvements Over Previous Models: One of the notable advancements in GPT-4 is its enhanced understanding of subtle linguistic nuances and its ability to maintain context over longer stretches of text. This capability makes it exceptionally useful in applications requiring detailed and extensive textual interpretation, such as summarizing long documents, generating content, and even coding.

Applications of GPT-4: GPT-4’s applications are vast and varied. In the healthcare industry, it assists in synthesizing medical information into patient-friendly language. In the business world, it automates routine communications and generates reports, saving valuable time and reducing human error. Additionally, GPT-4 has been instrumental in educational settings, where it can tailor tutoring sessions and learning materials to individual student needs based on their learning pace and style.

GPT-4’s ability to seamlessly integrate into different software environments also makes it an indispensable tool for developers looking to incorporate sophisticated AI functionalities into their applications without the need for extensive AI expertise.

Benefits of Self-Hosting LLMs, Featuring gpt4all

Self-hosting a Large Language Model (LLM) like GPT-4 offers a range of benefits that can be particularly appealing to organizations aiming to maximize their control over AI technologies. gpt4all, as an example of a self-hosted solution, illustrates how entities can harness the power of advanced LLMs while addressing critical operational and strategic needs.

What Does Self-Hosting Mean? Self-hosting involves running the AI models on your own infrastructure rather than relying on cloud services provided by AI companies. This approach gives organizations direct control over the hardware and software environment in which the model operates, allowing for greater customization and integration flexibility.

Advantages of Self-Hosting:

  1. Privacy and Data Security: By self-hosting, organizations can ensure that sensitive data does not leave their controlled environments, mitigating privacy concerns associated with sending data to third-party servers. This is crucial in industries like healthcare and finance, where data confidentiality is paramount.
  2. Customization and Control: Self-hosted LLMs can be tailored to specific organizational needs. Whether it’s tuning the model for a particular type of language use, such as legal jargon or technical specifications, or integrating it with proprietary systems, self-hosting allows for a level of customization that is not typically possible with cloud-based models.
  3. Cost Considerations: Although the initial setup for a self-hosted LLM might be resource-intensive, over time, it can be more cost-effective, especially for organizations with large-scale AI needs. Avoiding ongoing cloud service fees can result in significant savings.

Introduction to gpt4all: gpt4all is an initiative that enables the deployment of GPT-4 on private servers. This setup is designed to be accessible and manageable, providing detailed documentation and support to ensure that even organizations without extensive AI expertise can successfully deploy and maintain the model.

Potential Challenges and Considerations: While self-hosting offers numerous benefits, it also comes with challenges. The initial setup requires significant technical knowledge and resources. Furthermore, organizations must maintain the infrastructure, ensure the model remains updated and secure, and handle any scalability issues as their needs grow.

Conclusion: The shift towards self-hosted LLMs like gpt4all represents a significant step towards more customizable, secure, and cost-effective AI deployments. As technology advances and more organizations recognize the value of maintaining control over their AI applications, self-hosting is likely to gain further traction, reshaping how AI is integrated across industries.

18 May 2024

Language Related Prompts

Some useful prompts I have found and have used to help understand and learn a new language by using ChatGPT and LLMs.

Note: These prompts are just starting points… What worked for me probably will not be exactly what you need. Please, modify and tweak these prompts to suite your purpose and to help you find the answers you are looking for. If you discover something neat, by all means share. I’d love to hear/see what you did.


Going someplace? Need to know some common expressions? This prompt will help know a few phrases and also how to properly pronounce them.

Make a table of 25 expressions (terms, phrases, or sentences) that would come in handy in Germany. In the first column, give the expression in German. In the second column, give a German pronunciation of the expression, not using IPA. In the third column, give the English equivalent of the expression.

17 May 2024

Travel Related Prompts

ChatGPT and LLMs can be great resources for helping plan your next trip. These are some prompts that I have found and have used when planning trips, whether it’s looking for new ways to view stuff in my town, planning a road trips, or looking for tourist idea for an upcoming vacation.

Note: These prompts are just starting points… What worked for me probably will not be exactly what you need. Please, modify and tweak these prompts to suite your purpose and to help you find the answers you are looking for. If you discover something neat, by all means share. I’d love to hear/see what you did.


Going and visiting someplace new? This one has worked great for me to find what sort of activities are and experiences are available at the destination.

Going to ____ for ____ days in ____. Create me a table that breaks down top tourist activities, destinations, child friendly activities and dining experiences. The columns should be name, type of attraction, cost for two people, description of activity, distance in miles from ____. Have all options be less an ____ drive away.

This prompt is great for finding worth while stops along a circle road trip.

Make a table for a circle road trip itinerary beginning in ____, ending in ____, and returning to . The road trip should take days. There should be fewer than ____ hours of drive time between each stop. I want to spend 1 nights at each stop, so the stops should be good tourist destinations. Each stop should appear in the itinerary only once. However,  (insert your starting point)  can appear twice. Column 1 of the table should have the name of the stop. Column 2 should have the distance between this stop and the previous stop. Column 3 should have the drive time between this stop and the previous stop. Column 4 should list some tourist attractions at the stop in fewer than 20 words.

This is a great way to make a walking tour of someplace new you are visiting

Compose a 10-point walking tour of ____. Make a table. In the first column: Name of the point on the tour. Second column: Walking directions from the previous point on the tour. Third Column: distance from the previous point on the tour in [unit of distance]. Fourth column: Walking time from the previous point on the tour. Fifth Column: 50 words or fewer of interesting facts about the point on the tour. After the table, make a 100-word description of the tour and indicate the total distance and walking time.

Want some new scenery? Use ChatGPT to find some new hikes for you and rate their difficulty.

Make a table of day hikes in ____, with mileage, difficulty, amount of time needed, and a link to a site that describes the hike.

16 May 2024

Prompt Hacks

Just a list of some hacks I have found and have used when engineering my questions and output on ChatGPT and other LLMs.

Note: These prompts are just starting points… What worked for me probably will not be exactly what you need. Please, modify and tweak these prompts to suite your purpose and to help you find the answers you are looking for. If you discover something neat, by all means share. I’d love to hear/see what you did.


I used this to “export” a ChatGPT model and use it on another platform.

I'm running a local LLM on chatgpt4all and want to prompt it to answer exactly as you would. Please create the prompt so it would be a cloned version of yourself 

Does your prompt suck? Have ChatGPT help you make it a more better prompt.

Act as a prompt engineer. Review the following prompt. Optimize the prompt to make it better. And ask me any questions you have before proceeding. 

3 April 2024

Microsoft ESI

What is Microsoft ESI? Microsoft Enterprise Skills Initiative (ESI) is a program designed to provide organizations with comprehensive learning paths and resources to upskill their employees in various Microsoft technologies. The initiative is particularly focused on Microsoft’s cloud solutions, including Azure, Microsoft 365, and Dynamics 365, among others. Here’s a detailed breakdown of why Microsoft ESI is considered a great resource for both individual learners and organizations:

  1. Tailored Learning Paths: ESI offers customized learning paths that align with specific job roles and skill levels. This personalized approach ensures that employees can focus on acquiring the skills most relevant to their current positions or career aspirations within the Microsoft ecosystem.
  2. Comprehensive Content: The program provides access to a wide range of learning materials, including on-demand courses, hands-on labs, and instructor-led training sessions. This diversity in content delivery methods caters to different learning styles and needs, enhancing the overall learning experience.
  3. Certification and Career Advancement: Through ESI, learners have the opportunity to prepare for and earn Microsoft certifications. These certifications are recognized industry-wide and can significantly boost an individual’s credibility and career prospects in the tech industry.
  4. Access to Experts: Participants in the ESI program often have access to Microsoft experts and instructors. This direct access allows for real-time feedback, deeper insights into the technology, and guidance on applying the learned skills in practical scenarios.
  5. Cost Efficiency: For organizations, enrolling in ESI can be more cost-effective than sourcing training from multiple providers. The program offers a consolidated platform for learning and development, reducing administrative overheads and streamlining the upskilling process.
  6. Staying Current: Microsoft technologies evolve rapidly. ESI ensures that the learning content is up-to-date with the latest features, tools, and best practices. This enables learners to stay current with technological advancements and apply the latest solutions to real-world problems.
  7. Community and Support: Learners are not alone in their journey. ESI often includes access to a community of peers and Microsoft professionals. This network can provide support, share insights, and offer solutions to challenges faced during the learning process.
  8. Business Impact: For organizations, the upskilling of employees through ESI can lead to improved efficiency, innovation, and competitiveness. Skilled employees are better equipped to implement and manage Microsoft solutions effectively, driving digital transformation and business growth.

In summary, Microsoft Enterprise Skills Initiative stands out as a resource for its comprehensive and tailored learning solutions, certification opportunities, cost efficiency, and the potential to significantly impact individual career growth and organizational success in the digital landscape.


How do i get access to Microsoft ESI? Access to the Microsoft Enterprise Skills Initiative (ESI) typically involves a few steps, mainly centered around coordination with Microsoft and potentially your organization’s leadership or IT department, depending on your role and the size of your organization. Here’s a general guideline on how you might gain access:

  1. Check with Your Organization: Often, access to Microsoft ESI is arranged through corporate agreements or partnerships with Microsoft. If you’re employed by a company that uses Microsoft products extensively, start by inquiring with your HR department, IT department, or whoever handles training and development. They can inform you if your organization is already enrolled in the ESI program or if it’s eligible.
  2. Microsoft Account Manager: If your organization is not currently enrolled but is interested in joining, the next step would typically involve contacting your Microsoft account manager. Large organizations usually have a dedicated account manager at Microsoft who can facilitate access to various programs, including ESI.
  3. Microsoft Partner Network: For smaller organizations or those without a direct relationship with Microsoft, reaching out through the Microsoft Partner Network can be a pathway. Microsoft partners can provide information on how to enroll in ESI and even assist with the process.
  4. Microsoft Learning Platform and Support: Microsoft’s official learning platform, Microsoft Learn, and other support channels can provide guidance on accessing the ESI program. While direct signup might not be available through these platforms, they can offer resources, contact points, and possibly direct you to the right channels for your organization to gain access.
  5. Eligibility and Requirements: Understanding the eligibility criteria and requirements is crucial. These can vary based on the program specifics at the time of your inquiry. Requirements might involve certain commitments from your organization in terms of the number of employees to be trained, the level of Microsoft products usage, or a financial investment in Microsoft technologies.
  6. Follow Formal Enrollment Process: Once in touch with the right Microsoft representatives, they will guide your organization through the enrollment process. This might include signing agreements, setting up an organizational learning portal, and accessing the materials and resources provided as part of the ESI.

It’s important to note that the specific steps and processes can vary depending on changes to the program, your location, and the current policies of Microsoft. Therefore, the most effective approach is to directly engage with Microsoft or authorized partners for the most current and applicable information.

10 January 2023

What are some problems that NiFi solves?

Apache NiFi has been used to solve a wide variety of data integration and data management problems, some of which include:

  1. Data Ingestion: NiFi can be used to collect, acquire and ingest data from a wide variety of sources, such as log files, social media feeds, sensor data, and databases, among others. It supports a wide range of protocols and data formats, which makes it easy to connect to various systems and collect data from them.
  2. Data Flow and Routing: NiFi provides a powerful and flexible data flow and routing engine that allows users to route and process data based on specific conditions. This makes it easy to filter, transform, and route data to different destinations, such as a data lake, a data warehouse, or a real-time analytics system.
  3. Real-time Data Processing: NiFi’s ability to handle data in real time and its low-latency data processing make it well-suited for real-time data processing use cases such as IoT, streaming data, and event-driven architectures. It can process and route large amounts of data in near real time.
  4. Data Governance: NiFi’s security and monitoring features provide visibility into data flows and help organizations ensure data governance, compliance and security.
  5. Edge Processing: NiFi can also be used to perform edge processing, allowing devices and systems at the “edge” of the network to process and filter data before it is sent to a central location. This can help to reduce the amount of data sent over the network and make data processing more efficient.
  6. Data Quality: NiFi can be used to validate, cleanse and enrich data before it is sent to a data lake or data warehouse. This can help organizations to ensure data quality and make the data more useful for analytics and reporting.
  7. Big Data Integration: NiFi can be integrated with other big data tools such as Apache Hadoop, Apache Spark, Apache Kafka, and Apache HBase, allowing organizations to easily move, process, and manage large amounts of data.

These are just a few examples of the many problems that NiFi can be used to solve. Because of its flexibility, scalability, and compatibility with other systems, it can be tailored to a wide variety of data integration and data management use cases.

Category: NiFi | LEAVE A COMMENT
9 January 2023

What is NiFi?

Apache NiFi is an open-source data integration and data flow tool that helps users to move, process, and manage data between different systems. It provides an easy-to-use, web-based interface for designing data flows, and it can be used to collect, route, transform, and process data in real time.

In advanced terms, NiFi is a data integration and data flow tool that provides a web-based interface for designing data flows and managing the flow of data between different systems. It utilizes a directed acyclic graph (DAG) model for data flow, where each node in the graph represents a specific data processing operation, and the edges between the nodes represent the flow of data.

The core concept of NiFi is the flow of data, which is represented by dataflows. The data flows through NiFi by being passed from one Processor (a NiFi component that performs a specific action on the data) to another. NiFi provides a library of pre-built “Processors” that can be used to perform various operations on data, such as collecting data from a source, routing data based on specific conditions, transforming data to a different format, and enriching data with additional information. Additionally, users can create custom processors to perform specialized or proprietary operations on data. The data can also be routed to different destinations, such as a file system, a database, or another system.

NiFi is highly configurable and can be used to solve a wide variety of data integration and management problems. One of its key features is the ability to handle data in real time, which makes it a good fit for use cases such as data streaming and IoT. It provides low-latency data processing and is designed to handle high-volume, high-velocity data streams. NiFi’s architecture is based on a distributed and scalable model, which allows it to easily handle large amounts of data and provides built-in fault tolerance and load balancing.

NiFi also has built-in security features, including user authentication, data encryption in transit and at rest, and access controls. Additionally, it provides monitoring and management features that allow users to track the performance of data flows and troubleshoot issues. These features make it easy to secure data in transit and at rest, and to monitor the performance of data flows. As well as understanding the behavior of data flows, identifying bottlenecks, and finding opportunities for optimization. Additionally, it has an extensible architecture that allows the addition of custom processors which makes it compatible with different systems.

Overall, NiFi is a powerful tool for managing and processing data, and it’s a great choice for organizations that need to integrate data from multiple sources and move it to where it’s needed in real-time.

Category: NiFi | LEAVE A COMMENT
19 November 2022

Using a personalized domain with O365 Family

I want to start this post with the mention that Microsoft is going to be sunsetting this feature at the end of November 2023. So if this is something you are interested in… Hurry up as the opportunity is going away very soon. As per the Microsoft Support page (link):

“Starting November 30, 2023, Microsoft 365 Personal or Microsoft 365 Family subscribers will no longer be able to create a new personalized email address associated with their Outlook.com inbox,”

Associating and using a personal domain with my O365 Family plan to allow personalized email addresses is something that has really appealed to me, being that I live and work in the tech realm. However, to my disappointment, this feature is only officially supported by Microsoft thru GoDaddy.

I personally do not want to have to switch registrars though. I’m quite happy with the folks that host my name servers and I will not budge on that. GoDaddy might be “ok” at best for tech newb with zero experience. I personally have had bad experiences with them, and their constant attempts of upselling you at every click I find extremely annoying. So then I was left trying to figure out how to still get my domain without switching registrars. Thankfully, thanks to the Internet, i was able to discover that someone already solved my problem. I found a post on Reddit by u/khatarian that explained what I needed to do.

Reminder: While this does work, it is not officially supported.

1) Open Outlook.com in your browser, open ‘Settings’ and go to the ‘Premium’ settings.
Click the “Get started” button under ‘Personalized email address’.

2) Click the button “Get a domain”. A new window will open.

3) Copy the URL of the new window that opens, it will appear like: https://domainconnect.godaddy.com/v2/domainTemplates/providers/outlook.com/services/personalizedoutlookemail/apply?mxRecordValue=XXXXXXXXX&state=XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.

The part that is needed is “mxRecordValue=XXXXXXXXX” The XXXXXXXXX is a unique ID that Microsoft will check for during DNS verification. Save that in notepad for later…

4) Go to your own personal site’s DNS settings and add the following values, replacing XXXXXXXXX with the value you retrieved in step 3.
Note: Your DNS manager may use different syntax for it’s entries. Please adapt these entries accordingly. The dot at the end is not a typo!

NameTTLTypeValue
@1 hourMX0 XXXXXXXXX.pamx1.hotmail.com.
@1 hourTXTv=spf1 include:outlook.com -all
autodiscover1 hourCNAMEautodiscover.outlook.com.
_dmarc1 hourTXTv=DMARC1; p=none;
_domainconnect1 hourCNAME_domainconnect.gd.domaincontrol.com.
_outlook1 hourTXTXXXXXXXXX

FWIW – This is what the settings look like at NameCheap.com.

5) Return to your ‘Premium Settings’ in Outlook.com

6) Select and click the option “I already own a GoDaddy doamin”

7) Enter the personalized domain name that you used above and have configured the DNS entries for.

8) Click the “Sign in” button and then close the page it opens.

9) Woo-Hoo! You did it. It should now say that you are connected to the domain.

I’m confirmed that it works for one of the domains I own. I couldn’t be happier. Now it’s time for you to do it before the end of November 2023!

15 November 2022

Helium Token Related Links

Just wanted to bookmark a few links to resources that are related to Helium, specifically Helium miners.

Helium Explorer – https://explorer.helium.com/
Helium Explorer is a Block Explorer and Analytics Platform for Helium

HotSpotty – https://app.hotspotty.net/hotspots/
A mapping tool that helps you visualize the miners on a map and it pulls up some statistics on the miner you click on.

CrowdSpot – https://www.crowdspot.io/hotspots
This tool allows anyone to explore Helium Network Hotspot data in an effort to understand atypical Hotspot behavior and identify anomalies.

26 September 2022

Microsoft | Learn

I decided to write a little bit about the Microsoft Learn portal. We all know that Microsoft is one (if not the) standard for many business applications and cloud offerings. They also offer certifications on their products from basic fundamentals all the way up to the expert level. But how do you learn, practice, and eventually master the skills/knowledge needed to either professionally use or become certified in any of the Microsoft family of technologies? Well, the answer is Microsoft Learn.

The Microsoft Learn portal can really meet all of your learning needs. It can provide you the documentation for any of their current product offerings. It can walk you through any of the Microsoft exams, and the skills they cover. Microsoft has put together self-paced training modules that you can use. And best of all, they basically offer some sort of module for everything they offer. If you are interested in learning anything Microsoft-related, then it really behooves you to start looking at the Microsoft Learn site to begin or supplement your learning materials.

There is so much knowledge that is just sitting there, waiting for you. If it’s a Microsoft product, and you’re interested in it, then Microsoft Learn is where you need to go!