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Other Posts Tagged "Embeddings"

Self-Hosted Hindsight: Local Agent Memory and Private Model Routing

2026-11-08 (Modified: 2026-11-08) — Written by SimeonOnSecurity — 7 min read

A case study of self-hosted Hindsight, observed local Qwen routes, and request-scoped GPU work without a hosted model subscription on the inspected paths.

An abstract private memory service routes work to local CPU and GPU model servers — Memory storage, retrieval, and the inspected model routes run on owned compute

#local AI #local llm #Qwen3.5 #embeddings #Docker

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Inside Our Hybrid Agentic AI Fleet: Hermes, LiteLLM, and Tailscale

2026-10-21 (Modified: 2026-10-22) — Written by SimeonOnSecurity — 15 min read

See a verified lazy local AI fleet and its staged T0 to T4 control plane with Hermes, LiteLLM, Tailscale Aperture, and Pearl mining.

An anonymized private AI network linking cloud models, a secure gateway, and local GPU servers — A tiered agent fleet sends each task to an appropriate model while idle GPUs return to mining

#Hermes Agent #tailscale aperture #Tailscale #llama.cpp #Ollama

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AI Source Retrieval: Maps, Search, and Optional RAG

2026-10-01 (Modified: 2026-10-10) — Written by SimeonOnSecurity — 9 min read

Use map-first source lookup, native search, live-source verification, and optional RAG evaluation without changing authority.

Illustration of professionals reviewing shared project work in a cybersecurity workspace

#AI collaboration course #embeddings

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CompTIA SecAI+ (CY0-001)

2025-01-01 (Modified: 2026-10-10) — Written by SimeonOnSecurity — 7 min read

Master basic AI concepts for the CompTIA SecAI+ CY0-001 exam. Learn machine learning, deep learning, transformers, language models, prompt engineering, model optimization, data security, RAG, and the secure AI lifecycle.

A futuristic data center filled with rows of glowing server racks and holographic displays, set against a dark background with vibrant blue and green accents. — Master the AI Fundamentals Behind the CY0-001 Exam

#CompTIA SecAI+ #CY0-001 #machine learning #Deep Learning #quantization

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FlockYou — ALPR and Flock Safety camera awareness devices from STS Collective

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