alatitude77, 3 months ago to LLMs

Generate knowledge with Semantic Graphs and #RAG | #txtai #semanticgraphs #llms https://dev.to/neuml/generate-knowledge-with-semantic-graphs-and-rag-525m

changelog, 4 months ago to Software

🗞 New episode of Changelog News!

🙏 A plea for lean software
💽 PocketBase is a backend in 1 file
🏭 Vanna AI framework for text-to-SQL
💭 Henrik Karlsson on what to focus on
🏡 Calvin Wankhede’s offline smart home
🎙 hosted by @jerod

#software #news #podcast #python #rag #sql #homelab #smarthome #privacy #golang #focus #productivity

🎧 https://changelog.com/news/77

ramikrispin, 5 months ago to llm

Building and Evaluating Advanced RAG Applications

New short course from DeepLearningAI on Retrieval Augmented Generation (RAG) models. The course, by Jerry Liu and Anupam Datta, focuses on core RAG techniques and methods such as:
✅ Sentence-window retrieval
✅ Auto-merging retrieval
✅ Relevance evaluating best practices

Intro video 📽️: https://www.youtube.com/watch?v=3vtN-q9F9-0
Course info 📖: https://www.deeplearning.ai/short-courses/building-evaluating-advanced-rag/

#rag #llm #datascience

ErikJonker, 6 months ago to ai

I was a bit confused how GPT4 uses a document you provide with a query, is it the same as RAG ? The nice thing is you can just ask.
https://chat.openai.com/share/f69690ee-26a6-438c-82da-be1b8320fb71
#GPT4 #AI #RAG #Security

judell, 6 months ago to llm

I first learned about the pattern now called Retrieval Augmented Generation from (of course) @simon: find chunks of documentation relevant to a question, and use them to augment an LLM's general knowledge.

@bigdata points to this article (via https://thedataexchange.media/navigating-the-nuances-of-retrieval-augmented-generation/) as an essential guide:
https://www.anyscale.com/blog/a-comprehensive-guide-for-building-rag-based-llm-applications-part-1

That's for the DIY crowd. I expect there are (or soon will be) build-vs-buy options, and am curious to know more about that.

#LLM #RetrievalAugmentedGeneration #RAG

lupyuen, 7 months ago to llm

Developer's guide to Open Source #LLM

https://github.blog/2023-10-05-a-developers-guide-to-open-source-llms-and-generative-ai/

kidehen, 8 months ago to fediverse

Boom!

New #VirtuosoRDMS release. Highlights include self-sovereign identity (#SSI) enhancements, native #ActivityPub & #ActivityStreams support, #OpenAPI compliant Web Service import and export, and a new foundation for high-performance #KnowledgeGraph and #LLM integration using #SQL, #SPARQL, or #SPASQL retrieval augmented generation (#RAG).

https://community.openlinksw.com/t/virtuoso-08-03-3329-release-notes/4059

tagesschau, 11 months ago to random German

Bergbau-Folgen vor Gericht: Dürfen alte Grubenschächte geflutet werden?

Ein Gericht im Saarland soll von heute an klären, ob alte Bergwerksschächte geflutet werden dürfen. Bislang pumpt der Betreiber RAG in stillgelegten deutschen Steinkohle-Bergwerken Grubenwasser ab. Doch die Kosten sind hoch. Von Jimmy Booth

➡️ https://www.tagesschau.de/wirtschaft/bergbau-saarland-grubenwasser-rag-100.html?at_medium=mastodon&at_campaign=tagesschau.de

#Bergbau #Grubenwasser #RAG #Saarland #Kohle #Steinkohle

synthphaser, 1 year ago to gaming

hi i'm nick! i realized i shoulda made an intro post first but here i am

i like having discussions abt #anime, #gaming, #linux, #opensource, #mastodon, our hellscape #capitalism, #mh, and #socialmedia

i also do #gamedev, make #music, do some #programming, and i like to #write. oh and i love going to #raves

top animes atm: #MHA, #HXH, #RAG (these basic IK)
top genres: #rap, #hiphop, #rnb
top artist atm: #brockhampton
top game atm: #leagueoflegends :blobSweats:
main: #nunuandwillump

hi!