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How are #LLMs changing the very nature of software interaction?

https://linkedin.com/posts/kidehen_llms-rag-knowledgegraph-activity-7108489535839199232-LnD5?utm_source=share&utm_medium=member_desktop

#ChatGPT #RAG #KnowledgeGraph #SemanticWeb #AI #AGI

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nostr:npub1ry6qzc2rvlepxkmg8nm00ragl2exf22q4ulz8xq3yhy6rtnkpx8q562xwc nostr:npub1zt26jw5xclr9nqe50l7udyhpr3n4l2w3myflevudzclg6drggynsq2pwgc How does my Link In Bio oriented profile doc enable this magic?

It includes Plain Old Semantic HTML (#POSH) tags comprising attributes that convey important information required by the #IndieAuth protocol, as depicted in the attached screenshot.

Courtesy of multi-protocol authentication functionality provided natively by our #VirtuosoRDBMS, the designated Identity Provider (a publicly accessible Virtuoso instance) offers up a cocktail of authentication options 😀

nostr:npub15ntm6s6ytnamu9959rqjydzz699xss6dwuy7kawxxfr2k8nr7rzq8fuxn0 Here's a link to another transcript covering the same #SPARQL-based RAG example, but using the nostr:npub15ntm6s6ytnamu9959rqjydzz699xss6dwuy7kawxxfr2k8nr7rzq8fuxn0 #SPARQL plugin for #ChatGPT.

https://chat.openai.com/share/475e3c62-9cf0-4df1-a517-2087e78888d3

#DBpedia #KnowledgeGraph #VirtuosoRDBMS #HowTo #SemanticWeb #AI

Here's a link to the transcript for the aforementioned #SPARQL-based RAG session that demonstrates loose coupling with the #DBpedia #KnowledgeGraph.

https://netid-qa.openlinksw.com:8443/chat/?chat_id=697862bdf680558773de22ba7014da03 -- via

nostr:npub15ntm6s6ytnamu9959rqjydzz699xss6dwuy7kawxxfr2k8nr7rzq8fuxn0 Personal Assistant

#RAG #LinkedData #SemanticWeb

Then I posed a more challenging (vaguer) question:

What is Euler credited for popularizing?

Initially, that threw the #SPARQL generator off. Then I asked #ChatGPT to hone into the dbo:abstract attribute which comprises indexed text, which worked!

#RAG #HowTo #KnowledgeGraph

Today's RAG experiments using #SPARQL, #DBpedia, and our #VirtuosoRDBMS + #ChatGPT based Personal Assistant, leverages native text indexing.

Initial prompt:

Where did Euler grow up?

Initially, I had to get the agent to remember the rules for invoking SPARQL-FED. #HowTo #AI

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Here's a screencast demonstration of Single Sign-On facilitated by loosely-coupling #Identity and #Authentication, courtesy of the #IndieAuth protocol.

https://youtu.be/DyRlar9PCvM

#SSI #CreatorEconomy #YouID #VirtuosoRDBMS #SPARQL #Screencast #HowTo

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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 look into the #SPARQL-FED query generated by #ChatGPT in response to the prompt:

Write and execute a SPARQL query listing movies by Leonardo De Caprio's favorite director.

Key point:

All driven by preference descriptions.

#AI #VirtuosoRDBMS #How #RAG #KnowledgeGraph

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