📌 Embedding Retrieval - gss123 · Scour

Hybrid Search for RAG: Fix Retrieval Accuracy in AI

🗄️Vector Databases Blog

Meta's smart glasses companion app ships a complete, dormant face-recognition pipeline on a stock account.

🎯Vector Search

buchodi.com··Hacker News

When More Cores Hurts: The Vector Database Scaling Paradox in HPC

🎯Vector Search Academic

Search sound libraries with natural language, on-device AI

🗄️Vector Databases

curlo.ahrisy.com··Hacker News

I wondered how big platforms detect stolen images. So I built the whole system myself.

🎯Vector Search Code

github.com··r/sideprojects

Codebase Indexing Is Back in Kilo Code

🗄️Vector Databases Blog

Pretrained, Frozen, Still Leaking: Auditing Cross-Encoder Attribute Transfer in EEG Foundation Models

🎯Embedding Models Academic

Show HN: Incremental RAG ingestion, only changed chunks get re-embedded

🗄️Vector Databases Code

github.com··Hacker News

RohiRIK/OpenLtm: Long-Term Memory plugin for Claude Code — semantic search, context injection, session learning

🗄️Vector Databases Code

github.com··Hacker News, r/SideProject, r/mcp, r/vibecoding

ConvMemory v2: A Recall-Preserving Top-10 Evidence Reranker for Conversational Memory Retrieval

🎯Embedding Models Academic

When Should Queries Be Decomposed? A Stage-Aware Study of Query Decomposition for Multi-Condition Retrieval

🔍Search Academic

SaqlainXoas/llm-system-patterns: A docs-first guide to LLM system design — hybrid search, embedding pipelines, reranking, and LLM-as-judge patterns.

💻Software Engineering Code

github.com··r/LocalLLaMA, r/SideProject

hashwnath/KMCP: Open-source MCP server for your docs. Zero LLM at query time. docker compose up and go.

🔍Information Retrieval Code

github.com··Hacker News

shoo99/paper-rag: A private, fully-local RAG over your own PDFs: BGE-M3 + embedded Qdrant + a local LLM via Ollama. ~150 lines, nothing leaves your machine.

🗄️Vector Databases Code

github.com··DEV

Argus-Retriever: Vision-LLM Late-Interaction Retrieval with Region-Aware Query-Conditioned MoE for Visual Document Retrieval

🔍Search Academic

Release Release Candidate v1.6.8-rc.6 · abhigyanpatwari/GitNexus

🔨Build Systems Code

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

📐Linear Algebra Code

github.com··Hacker News

Rayforce

🗄️Vector Databases Code

github.com··Lobsters, Hacker News

luckyrmp/tinderbox-archive: Personal claude.ai conversation archive: schema, ingest, embeddings, hybrid retrieval, MCP server

🗄️Embedded Databases Code

github.com··Hacker News

iBz-04/boomerang: Exact-moment video search & retrieval

📐Linear Algebra Code

github.com··r/rust

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