🔍 Information Retrieval - saeedesmaili

🔢Embeddings Academic

arxiv.org·

HK101-cyber/soc-home-lab: Enterprise SOC home lab ,ELK Stack SIEM, Splunk, Wazuh XDR. Detection rules, threat hunting, attack simulations, dashboards.

🖥️Homelab Code

github.com··r/homelab

The AI Agents Stack (2026 Edition)

🪟Context Windows Blog

oreilly.com·

TrustMargin: Training-Free Arbitration between Parametric Memory and Retrieved Evidence in Large Language Models

🧠LLMs Academic

arxiv.org·

Replica management: Inside the system that keeps Elasticsearch Serverless searches fast at scale

🏠Self-Hosting Blog

elastic.co·

STORM: Stepwise Token Optimization with Reward-Guided Beam Search

🔤Tokenization Academic

arxiv.org·

DeytaHQ/khora: Library for creating knowledge repositories from multi-source data and expose a single query substrate

🤖AI Agents Code

github.com··Hacker News

CompRank: Efficient LLM Reranking via Token-Level Compression and Decoding-Free Scoring

🪟Context Windows Academic

arxiv.org·

HNSW vs LSH: How Elasticsearch hits 0.99 recall@10 at 15,000 QPS — and what it costs

🔢Embeddings Blog

elastic.co·

The Structural Attention Tax: How Retrieval Format Hijacks In-Context Learning Independent of Content

🪟Context Windows Academic

arxiv.org·

Elasticsearch simdvec deep-dive: Walking the memory tightrope to 2x better vector throughput

🔢Embeddings Blog

elastic.co·

Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retrieval-Augmented Generation

🪟Context Windows Academic

arxiv.org·

hanxiao/omni-macos: Native macOS semantic search over your local files - text, images, audio, video in one vector space, on-device on Apple silicon.

🔢Embeddings Code

github.com··Hacker News

Retrieval Augmented Generation Framework for the Nepali Legal Domain Question Answering

🪟Context Windows Academic

arxiv.org·

SkillResolve-Bench: Measuring and Resolving Same-Capability Ambiguity in Agent Skill Retrieval

🤖AI Agents Academic

arxiv.org·

paradedb/drizzle-paradedb: Official extension to Drizzle for use with ParadeDB

🪟Context Windows Code

github.com··r/javascript, r/node, r/typescript

The Clock Said Valid. The World Said Otherwise. CLAIM-24 update — Self-Correcting Systems series

🧠LLM Inference Code

github.com··DEV

Multilingual Fact-Checking at Scale: Fine-Tuned Compact Models vs LLMs

🧠Transformers Academic

arxiv.org·

gitx64/Multi-lab-environment: A simple configured multilab environment built with disposable but data reliable containers setup

🏠Self-Hosting Code

github.com··r/sysadmin

Understanding HNSW: The Engine Behind Fast Vector Search

What Limits Does Quantization Place on Dense Top-$k$ Retrieval? A Theoretical Study

HK101-cyber/soc-home-lab: Enterprise SOC home lab ,ELK Stack SIEM, Splunk, Wazuh XDR. Detection rules, threat hunting, attack simulations, dashboards.

The AI Agents Stack (2026 Edition)

TrustMargin: Training-Free Arbitration between Parametric Memory and Retrieved Evidence in Large Language Models

Replica management: Inside the system that keeps Elasticsearch Serverless searches fast at scale

STORM: Stepwise Token Optimization with Reward-Guided Beam Search

DeytaHQ/khora: Library for creating knowledge repositories from multi-source data and expose a single query substrate

CompRank: Efficient LLM Reranking via Token-Level Compression and Decoding-Free Scoring

HNSW vs LSH: How Elasticsearch hits 0.99 recall@10 at 15,000 QPS — and what it costs

The Structural Attention Tax: How Retrieval Format Hijacks In-Context Learning Independent of Content

Elasticsearch simdvec deep-dive: Walking the memory tightrope to 2x better vector throughput

Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retrieval-Augmented Generation

hanxiao/omni-macos: Native macOS semantic search over your local files - text, images, audio, video in one vector space, on-device on Apple silicon.

Retrieval Augmented Generation Framework for the Nepali Legal Domain Question Answering

SkillResolve-Bench: Measuring and Resolving Same-Capability Ambiguity in Agent Skill Retrieval

paradedb/drizzle-paradedb: Official extension to Drizzle for use with ParadeDB

The Clock Said Valid. The World Said Otherwise. CLAIM-24 update — Self-Correcting Systems series

Multilingual Fact-Checking at Scale: Fine-Tuned Compact Models vs LLMs

gitx64/Multi-lab-environment: A simple configured multilab environment built with disposable but data reliable containers setup