How to Build Agentic RAG with Hybrid Search Learn how to build a powerful agentic RAG system The post How to Build Agentic RAG with Hybrid Search appeared first on Towards Data Science .

#RAG #Agentic #Ai #Information #Retrieval #Llm #Machine […]

[Original post on towardsdatascience.com]

Is RAG Still Needed? Choosing the Best Approach for LLMs Imagine stepping into a time machine and setting it to go back—only to realize that it’s stuck and can’t rev back up to the current mo...

#AI #Large #Language #Models #AI #models #AI #Technology #data #retrieval #document

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New #Survey Certification:

A Survey of Model Architectures in Information Retrieval

Zhichao Xu, Fengran Mo, Zhiqi Huang et al.

https://openreview.net/forum?id=xAIbTbHRrX

#retrieval #relevance #nlp

#OEA_highlight Millisecond-level electrically switchable metalens for adaptive rotational depth mapping and diffraction-limited imaging doi.org/10.29026/oea... by #Trevon_Badloe @UniversityKorea #Junsuk_Rho @postech1986 #chiral #3D_imaging #retrieval #spin #tunable #metasurface

⚡ 2x+ efficiency, zero compromise: By integrating Soft Mixture-of-Experts, CSMoE delivers superior or comparable performance to state-of-the-art models while requiring significantly fewer FLOPs across scene #classification, #semantic #segmentation, and #image #retrieval.

RAG на PHP + Qdrant: быстрый MVP для внутренней базы знаний RAG на PHP - звучит непривычно. Делюсь опытом построения чат-...

#rag #retrieval #augmented #generation #llm #qdrant #yandexgpt #php #rag #pipeline #neuron

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Introducing RAG 2.0: Agentic RAG + Knowledge Graphs (FREE Template) In AI-driven knowledge retrieval, blending multiple strategies can create a potent mix that pushes the boundaries of how machines...

#AI #AI #development #cloud #coding #data #retrieval #FastAPI #Knowledge #Graphs #Machine […]

We brought our Ancient Civilisations learning together in #Year6.

#Retrieval task on the Shang, Yellow River, bronze, oracle bones, and why dynasties rise and fall. Then a Diamond 9 on what makes a civilisation successful, with paired talk then written justification.

#PrimaryHistory #TaskDesign

#Year6 #Computing OctoStudio games with collisions, variables and simple conditionals.

#Retrieval revisited sprites and how they touch → state (level variable) → outcome (screen and rules). Next time: bug routine, trigger → change → expected → fix.

#PrimaryComputing #TaskDesign

Our #History in #Year6 was the Shang Dynasty through oracle bones.

#Retrieval linked to ancient civilisations sequence.

Children matched oracle bone questions, justifying overlaps.

We ended by discussing strengths and weaknesses of oracle bones. #PrimaryHistory #TaskDesign #EduSky

RAG-системы: что это такое, принципы работы, архитектура и ограничения Retrieval-Augmented Generation (RAG) всё чаще упоминает...

#rag #llm #retrieval #nlp #embeddings #semantic-search #information-retrieval

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Year 6 #Science on dispersion.

The #Retrieval was True, False and Fix on light and shadows to spot misconceptions.

Then a prediction from a diagram and GIF. We defined dispersion as white light splitting into the visible spectrum and linked it to rainbows.
#PrimaryScience #TaskDesign #EduSky

Y6 History: Indus Valley.

#Retrieval: Sumer + wheel, moving from what to why.

Vocab task was to work on defining and using: significant, legacy, innovation.

Main task modelled source+image connection, then the children applied it to drainage engineering.

#PrimaryHistory #EduSky #Teachers

Y6 shadows after QuBuild. Retrieval: light travels in straight lines (tick and explain).

Diagram annotation for key terms.

Three Heads prediction on distance, then tested it.

Explanations used distance, light spread and shadow sharpness.

Next: colour. #PrimaryScience #Year6 #EduSky #Retrieval

A cool paper with thought provoking perspectives, by an old colleague!

"This paper proposes that information access systems should be seen not just as #retrieval engines but as didactic environments with the potential to #teach, guide, and #scaffold."

[2601.08035] From Tool to Teacher […]

bsky.app/profile/did:...

1980 #STANFORD #CARDINALS #FOOTBALL #TEAM
multi-search-tag-explorer.aepiot.ro/advanced-sea...
#RETRIEVAL #AUGMENTED #GENERATION
multi-search-tag-explorer.allgraph.ro/advanced-sea...
allgraph.ro

Sumerian innovations. #Retrieval revisited why rivers mattered.

Then shifted to “What did this enable?” irrigation → surplus etc.

Finished with map reasoning on trade with Egypt/Indus & growing power.

#Year6 #PrimaryHistory #TaskDesign

Advert for Rich Retrieval CPD pilot, QR code to register interest to support Key Stage 2 pupils build interconnected, meaningful science knowledge.

Recruitment opens TODAY - looking for 20 schools to join funded Rich Retrieval EEF pilot of primary science CPD in Bath or North Somerset.

Register interest to find out more: forms.office.com/e/s8XPtRxc7L

Queries to primary.science@bathspa.ac.uk

#PrimaryScience #retrieval #primary #education

Retrieval as a Design Problem in LLM-Based Systems Why context selection and retrieval shape LLM behavior more than the model itself. Continue reading on Medium »

#retrieval #qdrant #llm #machine-learning #artificial-intelligence

Origin | Interest | Match

Retrieval as a Design Problem in LLM-Based Systems Why context selection and retrieval shape LLM behavior more than the model itself. Continue reading on Medium »

#retrieval #qdrant #llm #machine-learning #artificial-intelligence

Origin | Interest | Match

Retrieval as a Design Problem in LLM-Based Systems Why context selection and retrieval shape LLM behavior more than the model itself. Continue reading on Medium »

#retrieval #qdrant #llm #machine-learning #artificial-intelligence

Origin | Interest | Match

RANa: Retrieval-Augmented Navigation

Gianluca Monaci, Rafael S. Rezende, Romain Deffayet et al.

Action editor: Pablo Castro

https://openreview.net/forum?id=OWCJ5JfsRB

#navigation #retrieval #robot

Started our new #Year6 #Science unit on light by going backwards before forwards.

#Retrieval revisited transparent, translucent, opaque, then a simple pinhole setup made straight line travel visible.

We finished by applying this to real world examples.

#PrimaryScience #TaskDesign

Retrieval Corporation to Sponsor NLP 2026 as Diamond Sponsor in Utsunomiya Retrieval Corporation proudly announces its participation as a Diamond Sponsor at the upcoming NLP 2026 conference in Utsunomiya, Japan.

Retrieval Corporation to Sponsor NLP 2026 as Diamond Sponsor in Utsunomiya #Japan #Natural_Language_Processing #Utsunomiya #Retrieval #NLP2026

Computing in #Year6 today:

#retrieval on mis/dis/malinformation, then a quick critique of a webpage for readability and user experience. We bridged back to #Year5 variables, then an unplugged If…Then…Else… treasure hunt using conditionals.

#PrimaryComputing #DigitalCitizenship #ComputerScience

Updated the AI retrieval system so the like buttons return similar radio stations on the fly. Similar to scanning for radio stations on legacy systems
#radio #retrieval

Year 6 history, spring, lesson one:

spaced #retrieval on ancient civilisations, then a zoom out question on what makes a civilisation successful.

We finished by exploring why rivers keep showing up & touched on how this supported their success.

Start as you mean to go on.

#PrimaryHistory #Year6

billpsomas/icir · Datasets at Hugging Face We’re on a journey to advance and democratize artificial intelligence through open source and open science.

📣 i-CIR dataset (NeurIPS 25) is now on
@hf.co.

🚀Easier download + better discoverability + WebDataset shards for large-scale use (~750K images).

🤗 Grab it here: huggingface.co/datasets/bil...

#computervision #retrieval #datasets #huggingface #NeurIPS