#smartagent — Public Fediverse posts

This week’s edition of my weekly #newsletter is out! The title: “The Journey from Concept to Creation: Building Smart Assistants.”

https://linkedin.com/pulse/journey-from-concept-creation-building-smart-kingsley-uyi-idehen-p4q6e/

#SmartAgent #AI #GenAI #HowTo #KnowledgeGraph #LinkedData #CDO #CAIO #CIO #CMO #Software #Disruption

This week’s edition of my weekly #newsletter is out! The title: “The Journey from Concept to Creation: Building Smart Assistants.”

https://linkedin.com/pulse/journey-from-concept-creation-building-smart-kingsley-uyi-idehen-p4q6e/

#SmartAgent #AI #GenAI #HowTo #KnowledgeGraph #LinkedData #CDO #CAIO #CIO #CMO #Software #Disruption

This week’s edition of my weekly #newsletter is out! The title: “The Journey from Concept to Creation: Building Smart Assistants.”

https://linkedin.com/pulse/journey-from-concept-creation-building-smart-kingsley-uyi-idehen-p4q6e/

#SmartAgent #AI #GenAI #HowTo #KnowledgeGraph #LinkedData #CDO #CAIO #CIO #CMO #Software #Disruption

This week’s edition of my weekly #newsletter is out! The title: “The Journey from Concept to Creation: Building Smart Assistants.”

https://linkedin.com/pulse/journey-from-concept-creation-building-smart-kingsley-uyi-idehen-p4q6e/

#SmartAgent #AI #GenAI #HowTo #KnowledgeGraph #LinkedData #CDO #CAIO #CIO #CMO #Software #Disruption

This week’s edition of my weekly #newsletter is out! The title: “The Journey from Concept to Creation: Building Smart Assistants.”

https://linkedin.com/pulse/journey-from-concept-creation-building-smart-kingsley-uyi-idehen-p4q6e/

#SmartAgent #AI #GenAI #HowTo #KnowledgeGraph #LinkedData #CDO #CAIO #CIO #CMO #Software #Disruption

Q: Can recent #GenAI innovations really optimize Customer Support?

A: Absolutely! With #Firefox’s recent #LLM integration, I can even demonstrate this benefit via split-screen using our #VirtuosoRDBMS support assistant and #CustomGPT.

See: https://www.openlinksw.com/data/gifs/firefox-cheapest-virtuoso-offer-via-custom-gpt-using-virtuoso-assistant-demo-3.gif

#SmartAgent #AI #UseCase

I will be updating each #newsletter post with comments that include demonstrations or detailed topic explanations. For example, the following comment about #SmartAgent interactions from two distinct origins (#virtuosordbms website and #chatgpt via the #gptstore as a #customgpt).

https://linkedin.com/feed/update/urn:li:ugcPost:7239041105248284672?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7239041105248284672%2C7239782642055872512%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287239782642055872512%2Curn%3Ali%3AugcPost%3A7239041105248284672%29

Demo example:
https://www.openlinksw.com/data/gifs/firefox-cheapest-virtuoso-offer-via-custom-gpt-using-virtuoso-assistant-demo-2.gif

#AI #UseCase #CDO #CAIO #CTO #FutureOfWork #CMO #HowTo #GenAI #NoCode

I will be updating each #newsletter post with comments that include demonstrations or detailed topic explanations. For example, the following comment about #SmartAgent interactions from two distinct origins (#virtuosordbms website and #chatgpt via the #gptstore as a #customgpt).

https://linkedin.com/feed/update/urn:li:ugcPost:7239041105248284672?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7239041105248284672%2C7239782642055872512%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287239782642055872512%2Curn%3Ali%3AugcPost%3A7239041105248284672%29

Demo example:
https://www.openlinksw.com/data/gifs/firefox-cheapest-virtuoso-offer-via-custom-gpt-using-virtuoso-assistant-demo-2.gif

#AI #UseCase #CDO #CAIO #CTO #FutureOfWork #CMO #HowTo #GenAI #NoCode

I will be updating each #newsletter post with comments that include demonstrations or detailed topic explanations. For example, the following comment about #SmartAgent interactions from two distinct origins (#virtuosordbms website and #chatgpt via the #gptstore as a #customgpt).

https://linkedin.com/feed/update/urn:li:ugcPost:7239041105248284672?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7239041105248284672%2C7239782642055872512%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287239782642055872512%2Curn%3Ali%3AugcPost%3A7239041105248284672%29

Demo example:
https://www.openlinksw.com/data/gifs/firefox-cheapest-virtuoso-offer-via-custom-gpt-using-virtuoso-assistant-demo-2.gif

#AI #UseCase #CDO #CAIO #CTO #FutureOfWork #CMO #HowTo #GenAI #NoCode

I will be updating each #newsletter post with comments that include demonstrations or detailed topic explanations. For example, the following comment about #SmartAgent interactions from two distinct origins (#virtuosordbms website and #chatgpt via the #gptstore as a #customgpt).

https://linkedin.com/feed/update/urn:li:ugcPost:7239041105248284672?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7239041105248284672%2C7239782642055872512%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287239782642055872512%2Curn%3Ali%3AugcPost%3A7239041105248284672%29

Demo example:
https://www.openlinksw.com/data/gifs/firefox-cheapest-virtuoso-offer-via-custom-gpt-using-virtuoso-assistant-demo-2.gif

#AI #UseCase #CDO #CAIO #CTO #FutureOfWork #CMO #HowTo #GenAI #NoCode

I will be updating each #newsletter post with comments that include demonstrations or detailed topic explanations. For example, the following comment about #SmartAgent interactions from two distinct origins (#virtuosordbms website and #chatgpt via the #gptstore as a #customgpt).

https://linkedin.com/feed/update/urn:li:ugcPost:7239041105248284672?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7239041105248284672%2C7239782642055872512%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287239782642055872512%2Curn%3Ali%3AugcPost%3A7239041105248284672%29

Demo example:
https://www.openlinksw.com/data/gifs/firefox-cheapest-virtuoso-offer-via-custom-gpt-using-virtuoso-assistant-demo-2.gif

#AI #UseCase #CDO #CAIO #CTO #FutureOfWork #CMO #HowTo #GenAI #NoCode

@openlink Here's a new screencast (voice rather than background music) that walks you through powerful functionality unleashed by our new #DataTwingler #SmartAgent, deployed as a #CustomGPT from the new #GPTStore.

Watch: https://youtu.be/eJtQuLQ0e90

#AI #PersonalAssistant #RAG #SQL #SPARQL #GraphQL

@openlink Architecture diagram for the generic core of the #DataTwingler Service used by the OpenLink Personal Assistant (#OPAL) or @OpenAI provided interfaces to #ChatGPT.

In both cases, loosely-coupled query services are invoked in response to natural language prompts.

#SQL #SPARQL #GraphQL #SPASQL #RAG #AI #ABAC #KnowledgeGraph #SemanticWeb #LODCloud #SmartAgent #PersonalAssistant

@openlink Architecture diagram for the generic core of the #DataTwingler Service used by the OpenLink Personal Assistant (#OPAL) or @OpenAI provided interfaces to #ChatGPT.

In both cases, loosely-coupled query services are invoked in response to natural language prompts.

#SQL #SPARQL #GraphQL #SPASQL #RAG #AI #ABAC #KnowledgeGraph #SemanticWeb #LODCloud #SmartAgent #PersonalAssistant

@openlink Architecture diagram for the generic core of the #DataTwingler Service used by the OpenLink Personal Assistant (#OPAL) or @OpenAI provided interfaces to #ChatGPT.

In both cases, loosely-coupled query services are invoked in response to natural language prompts.

#SQL #SPARQL #GraphQL #SPASQL #RAG #AI #ABAC #KnowledgeGraph #SemanticWeb #LODCloud #SmartAgent #PersonalAssistant

@openlink Architecture diagram for the generic core of the #DataTwingler Service used by the OpenLink Personal Assistant (#OPAL) or @OpenAI provided interfaces to #ChatGPT.

In both cases, loosely-coupled query services are invoked in response to natural language prompts.

#SQL #SPARQL #GraphQL #SPASQL #RAG #AI #ABAC #KnowledgeGraph #SemanticWeb #LODCloud #SmartAgent #PersonalAssistant

@openlink Architecture diagram for the generic core of the #DataTwingler Service used by the OpenLink Personal Assistant (#OPAL) or @OpenAI provided interfaces to #ChatGPT.

In both cases, loosely-coupled query services are invoked in response to natural language prompts.

#SQL #SPARQL #GraphQL #SPASQL #RAG #AI #ABAC #KnowledgeGraph #SemanticWeb #LODCloud #SmartAgent #PersonalAssistant

Quick look at the @openlink #DataTwingler #SmartAgent (or #PersonalAssistant) deployed as a #CustomGPT.

[1] Screencast Demo -- https://youtu.be/g0FoqK_wjnU

[2] Data Twingler CustomGPT headed to #GPTStore -- https://chat.openai.com/g/g-z8YBujVdf-openlink-data-twingler

This Smart Agent is capable of performing query operations on structured data using #SQL, #SPARQL, #SPASQL, or #GraphQL—directly from ChatGPT.

#KnowledgeGraph #SemanticWeb
```markdown

```

Quick look at the @openlink #DataTwingler #SmartAgent (or #PersonalAssistant) deployed as a #CustomGPT.

[1] Screencast Demo -- https://youtu.be/g0FoqK_wjnU

[2] Data Twingler CustomGPT headed to #GPTStore -- https://chat.openai.com/g/g-z8YBujVdf-openlink-data-twingler

This Smart Agent is capable of performing query operations on structured data using #SQL, #SPARQL, #SPASQL, or #GraphQL—directly from ChatGPT.

#KnowledgeGraph #SemanticWeb
```markdown

```

Quick look at the @openlink #DataTwingler #SmartAgent (or #PersonalAssistant) deployed as a #CustomGPT.

[1] Screencast Demo -- https://youtu.be/g0FoqK_wjnU

[2] Data Twingler CustomGPT headed to #GPTStore -- https://chat.openai.com/g/g-z8YBujVdf-openlink-data-twingler

This Smart Agent is capable of performing query operations on structured data using #SQL, #SPARQL, #SPASQL, or #GraphQL—directly from ChatGPT.

#KnowledgeGraph #SemanticWeb
```markdown

```

Quick look at the @openlink #DataTwingler #SmartAgent (or #PersonalAssistant) deployed as a #CustomGPT.

[1] Screencast Demo -- https://youtu.be/g0FoqK_wjnU

[2] Data Twingler CustomGPT headed to #GPTStore -- https://chat.openai.com/g/g-z8YBujVdf-openlink-data-twingler

This Smart Agent is capable of performing query operations on structured data using #SQL, #SPARQL, #SPASQL, or #GraphQL—directly from ChatGPT.

#KnowledgeGraph #SemanticWeb
```markdown

```

Quick look at the @openlink #DataTwingler #SmartAgent (or #PersonalAssistant) deployed as a #CustomGPT.

[1] Screencast Demo -- https://youtu.be/g0FoqK_wjnU

[2] Data Twingler CustomGPT headed to #GPTStore -- https://chat.openai.com/g/g-z8YBujVdf-openlink-data-twingler

This Smart Agent is capable of performing query operations on structured data using #SQL, #SPARQL, #SPASQL, or #GraphQL—directly from ChatGPT.

#KnowledgeGraph #SemanticWeb
```markdown

```

Screencast showcasing an aspect of the symbiotic relationship between #LLM-based Bots (eg #ChatGPT) and Knowledge Graphs, courtesy of a #SmartAgent adept at executing #SQL, #SPARQL, #SPASQL, and #GraphQL, using a natural language UI/UX.

https://youtu.be/is32hBg2HM0

#KnowledgeGraph #SemanticWeb #LinkedData #AI

Screencast showcasing an aspect of the symbiotic relationship between #LLM-based Bots (eg #ChatGPT) and Knowledge Graphs, courtesy of a #SmartAgent adept at executing #SQL, #SPARQL, #SPASQL, and #GraphQL, using a natural language UI/UX.

https://youtu.be/is32hBg2HM0

#KnowledgeGraph #SemanticWeb #LinkedData #AI

Screencast showcasing an aspect of the symbiotic relationship between #LLM-based Bots (eg #ChatGPT) and Knowledge Graphs, courtesy of a #SmartAgent adept at executing #SQL, #SPARQL, #SPASQL, and #GraphQL, using a natural language UI/UX.

https://youtu.be/is32hBg2HM0

#KnowledgeGraph #SemanticWeb #LinkedData #AI

Screencast showcasing an aspect of the symbiotic relationship between #LLM-based Bots (eg #ChatGPT) and Knowledge Graphs, courtesy of a #SmartAgent adept at executing #SQL, #SPARQL, #SPASQL, and #GraphQL, using a natural language UI/UX.

https://youtu.be/is32hBg2HM0

#KnowledgeGraph #SemanticWeb #LinkedData #AI

Screencast showcasing an aspect of the symbiotic relationship between #LLM-based Bots (eg #ChatGPT) and Knowledge Graphs, courtesy of a #SmartAgent adept at executing #SQL, #SPARQL, #SPASQL, and #GraphQL, using a natural language UI/UX.

https://youtu.be/is32hBg2HM0

#KnowledgeGraph #SemanticWeb #LinkedData #AI

@judell Here's example of principle number 2 (Never trust, always verify) in action, courtesy of #OPAL and its #DataTwingler #SmartAgent for #SPARQL, #SPASQL, #SQL, and #GraphQL query handling.

http://netid-qa.openlinksw.com:8443/chat/?chat_id=s-8GNWmpU6hQ4BrnSBXwtoSfwmsj83rFQGhg6r4wyLEB3V… -- book description generation

#KnowledgeGraph #AI #SemanticWeb #HowTo #Books #HowTo

@judell Here's example of principle number 2 (Never trust, always verify) in action, courtesy of #OPAL and its #DataTwingler #SmartAgent for #SPARQL, #SPASQL, #SQL, and #GraphQL query handling.

http://netid-qa.openlinksw.com:8443/chat/?chat_id=s-8GNWmpU6hQ4BrnSBXwtoSfwmsj83rFQGhg6r4wyLEB3V… -- book description generation

#KnowledgeGraph #AI #SemanticWeb #HowTo #Books #HowTo

@judell Here's example of principle number 2 (Never trust, always verify) in action, courtesy of #OPAL and its #DataTwingler #SmartAgent for #SPARQL, #SPASQL, #SQL, and #GraphQL query handling.

http://netid-qa.openlinksw.com:8443/chat/?chat_id=s-8GNWmpU6hQ4BrnSBXwtoSfwmsj83rFQGhg6r4wyLEB3V… -- book description generation

#KnowledgeGraph #AI #SemanticWeb #HowTo #Books #HowTo

@judell Here's example of principle number 2 (Never trust, always verify) in action, courtesy of #OPAL and its #DataTwingler #SmartAgent for #SPARQL, #SPASQL, #SQL, and #GraphQL query handling.

http://netid-qa.openlinksw.com:8443/chat/?chat_id=s-8GNWmpU6hQ4BrnSBXwtoSfwmsj83rFQGhg6r4wyLEB3V… -- book description generation

#KnowledgeGraph #AI #SemanticWeb #HowTo #Books #HowTo

@judell Here's example of principle number 2 (Never trust, always verify) in action, courtesy of #OPAL and its #DataTwingler #SmartAgent for #SPARQL, #SPASQL, #SQL, and #GraphQL query handling.

http://netid-qa.openlinksw.com:8443/chat/?chat_id=s-8GNWmpU6hQ4BrnSBXwtoSfwmsj83rFQGhg6r4wyLEB3V… -- book description generation

#KnowledgeGraph #AI #SemanticWeb #HowTo #Books #HowTo

Great post by @judell titled: 7 Guiding Principles for Working with LLMs.

https://thenewstack.io/7-guiding-principles-for-working-with-llms/

#LLMs #AI #ChatGPT #Claude #HowTo #SmartAgent #PersonalAssistant

I've just published a post on #LinkedIn titled "Software Industry Disruption: Transitioning from Apps to Assistants (Smart Agents)" which you can read at:

https://linkedin.com/pulse/software-industry-disruption-transitioning-from-apps-smart-idehen-uqjoe

The post delves into the transformative impact of this week's announcements from #OpenAI.

#ChatGPT #SmartAgent #Trends #AI #CDO #DataLeadership #CTO #CMO #CIO #DigitalTransformation

Here's a #screencast demonstrating Retrieval Augmented Generation (RAG) using #SPARQL, #SPASQL, and #SQL to query existing Knowledge bases.

https://youtu.be/bC40Y71NC-s?si=9R14uSHQHDuBW3vn

#SmartAgent #PersonalAssistant #ChatGPT #AI #RAG #KnowledgeGraph #SemanticWeb #HowTo #VirtuosoRDBMS

Here's a #screencast demonstrating Retrieval Augmented Generation (RAG) using #SPARQL, #SPASQL, and #SQL to query existing Knowledge bases.

https://youtu.be/bC40Y71NC-s?si=9R14uSHQHDuBW3vn

#SmartAgent #PersonalAssistant #ChatGPT #AI #RAG #KnowledgeGraph #SemanticWeb #HowTo #VirtuosoRDBMS

Here's a #screencast demonstrating Retrieval Augmented Generation (RAG) using #SPARQL, #SPASQL, and #SQL to query existing Knowledge bases.

https://youtu.be/bC40Y71NC-s?si=9R14uSHQHDuBW3vn

#SmartAgent #PersonalAssistant #ChatGPT #AI #RAG #KnowledgeGraph #SemanticWeb #HowTo #VirtuosoRDBMS

Here's a #screencast demonstrating Retrieval Augmented Generation (RAG) using #SPARQL, #SPASQL, and #SQL to query existing Knowledge bases.

https://youtu.be/bC40Y71NC-s?si=9R14uSHQHDuBW3vn

#SmartAgent #PersonalAssistant #ChatGPT #AI #RAG #KnowledgeGraph #SemanticWeb #HowTo #VirtuosoRDBMS

Here's a #screencast demonstrating Retrieval Augmented Generation (RAG) using #SPARQL, #SPASQL, and #SQL to query existing Knowledge bases.

https://youtu.be/bC40Y71NC-s?si=9R14uSHQHDuBW3vn

#SmartAgent #PersonalAssistant #ChatGPT #AI #RAG #KnowledgeGraph #SemanticWeb #HowTo #VirtuosoRDBMS

**Problem:**
#LLM based #SmartAgent solutions like #ChatGPT are fantastic natural language processors, but challenged by unpredictable guessing.

**Solution:**
Fine-tune using #SPARQL query templates and a #LODCloud #KnowledgeGraph like @Uniprot.

https://community.openlinksw.com/t/using-sparql-query-templates-to-fine-tune-chatgpts-large-language-model-llm/3842/5#uniprot-knowledge-graph-chatgpt-fine-tuning-using-sparql-1

#SemanticWeb #LinkedData #HowTo #LLMs #Uniprot #Bioinformatics #Genomics #MolecularBiology #LifeSciences

Q: Can I fine-tune #ChatGPT using #SPARQL such that it basically becomes a #SmartAgent capable of querying across the massive #LODCloud #KnowledgeGraph, using natural language?

Yes!

Read: https://community.openlinksw.com/t/howto-chat-gpt-and-dbpedia-sparql-query-generation-from-natural-language-prompts/3823 -- which covers a basic example using #DBpedia (#Wikidata content in machine-computable and queryable form).

#SemanticWeb #LinkedData #JSONL #RDF #LLMs #DBpedia #VirtuosoRDBMS #JSONL

Circa 2023, #ChatGPT (and others) have arrived opening up a new frontier for understanding and utilizing the unique prowess a #SemanticWeb brings to bear -- courtesy of a #ConversationalUI approach to #SmartAgent implementation.

I've just published a blog post that doubles as a live end-to-end example of what's always made the notion of a Semantic Web a major leap forward in the evolution of technology first introduced via the World Wide Web (#Web).

https://medium.com/openlink-software-blog/howto-using-chat-gpt-to-generate-a-knowledge-graph-from-a-mermaid-entity-relationship-model-d9cf6d539d7e

#KnowledgeGraph

Here's another presentation generated by #ChatGPT. This time the subject is #JSONLD.

I only touched-up the layout re JSON-LD code example during this entire effort that too about 50 seconds to generate.

https://kingsley.idehen.net/DAV/home/kidehen/Public/Linked%20Data%20Documents/Playground/gptChat/presentations/About%20JSON-LD.pdf

#SemanticWeb #Web30 #SmartAgent #LinkedData #SchemaOrg #SEO #SSEO

#gptChat can also be used better understand the underlying nature of #data re its loose-coupling with expression notations and representation formats.

The following #screencast demonstrates transforming a Table into #CSV and then #RDF using a variety of notations and formats.

https://youtu.be/Co-qfsNjKys

#SemanticWeb #LinkedData #RDFTurtle #JSONLD #SmartAgent #Web30

Higher resolution variant of the #screencast that demonstrates the use of GPT-Chat for generating a HowTo Knowledge Graph from text.

What's happening?
Used a copy & paste sequence (via @datasniff) to create a GPT-Chat prompt that produced a HowTo using #RDF sentences.

Resulting data uplifted to a #VirtuosoRDBMS instance via #SPARQL.

/cc @openlink @datasniff @Mastodon

#SemanticWeb #UseCase #SmartAgent #Web30 #DataConnectivity #LinkedData #DataFlow #HowTo #KnowledgeGraph #HowTo #gptChat