Topic · AI & LLM Engineering
Best embeddings skills, page 6
Embeddings skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 241 | Construct instances of generated Corvus strongly-typed models (DTOs, request/response bodies, discriminated-union variants) allocation-free, without composing or parsing JSON. | corvus-dotnet/ | 199 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 242 | Expert photography composition critic grounded in graduate-level visual aesthetics education, computational aesthetics research (AVA, NIMA, LAION-Aesthetics, VisualQuality-R1), and professional… | curiositech/ | 243 | 1 repo | ~1.3k | Automated safety check: Notes | MIT | 1 mo ago |
| 243 | Add a PayRam "Add Credit" / tip-jar payment button to a website or web app safely. | PayRam/ | 158 | — | ~4.5k | Automated safety check: Pass | No licence | yesterday |
| 244 | A skill your agent uses when operating PAIDF Curation and Retrieval or NVIDIA Cosmos Curator pipelines (split, filter, caption, embed, dedup, shard, image annotate) or PAIDF Data Mining… | NVIDIA/ | 3.5k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 245 | CLIP vision-language model for image-text retrieval, zero-shot classification, embedding extraction, ONNX export, and TensorRT deployment. | NVIDIA/ | 3.5k | — | ~4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 246 | Cosmos-Embed1 video-text embedding for text-to-video retrieval, video-to-video search, semantic deduplication, and fine-tuning. | NVIDIA/ | 3.5k | — | ~3.5k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 247 | Runs the DEFT embed-then-mine workflow for VCN AOI iterations — embeds the gap-analysis target parquet, embeds a source pool, and mines nearest-neighbour source images for downstream augmentation. | NVIDIA/ | 3.5k | — | ~3.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 248 | Metric-learning recognition (ml-recog) for fine-grained visual recognition. | NVIDIA/ | 3.5k | — | ~2.9k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 249 | A skill your agent uses when deploying, operating, or integrating the VSS 3.2 GA RT-Embed Video Embedding microservice. | NVIDIA/ | 3.5k | — | ~3.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 250 | Use Neo4j GenAI Plugin ai.text. An agent skill from neo4j-contrib/neo4j-skills. | neo4j-contrib/ | 114 | — | ~3k | Automated safety check: Notes | MIT | yesterday |
| 251 | 251.Neo4j Nvl Skill Neo4j Visualization Library (NVL) — framework-agnostic graph rendering for the browser. | neo4j-contrib/ | 114 | — | ~5k | Automated safety check: Notes | MIT | yesterday |
| 252 | 252.Esm ESM protein language models for embeddings, sequence scoring, structure prediction, and binder design. | adaptyvbio/ | 163 | — | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 253 | 253.Local RAG 本地向量知识库,支持按项目管理文档(docx/doc/pdf/md),语义检索。默认用硅基流动免费 API,零模型安装即可使用。支持多项目隔离、中文制度文档专用切片、Embedding+Rerank 两阶段检索。触发词:知识库、向量检索、RAG、制度检索、文档入库、语义搜索、local… | nigo81/ | 133 | — | ~1.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 254 | Bulk-export Podium conversation, review, and contact history into a vector-store-ready corpus with cursor-paginated full crawls, CDC via updatedat watermarks, attachment URL refresh on expiry… | jeremylongshore/ | 2.8k | — | ~4.9k | Automated safety check: Pass | MIT | today |
| 255 | Deploy and consume Intel Multimodal DataPrep from prebuilt images or a repository checkout. | open-edge-platform/ | 169 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 256 | Deploy and consume the Multimodal Embedding Serving microservice — bring it up with setup.sh + docker compose (from a repo clone, or by fetching those same files from GitHub when no clone exists)… | open-edge-platform/ | 169 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 257 | 257.Local Models Run quick, offline, private LLM tasks on local models via llama.cpp, reusing models already downloaded by Ollama. | glebis/ | 389 | — | ~1.4k | Automated safety check: Pass | MIT | 12 days ago |
| 258 | 258.Pi Coding Agent A skill your agent uses when embedding @mariozechner/pi-coding-agent as a coding-agent runtime in Node scripts, writing pi extensions (plugins) with pi.registerTool / pi.registerCommand / pi.on… | mizchi/ | 356 | — | ~5.4k | Automated safety check: Pass | No licence | 6 days ago |
| 259 | Orchestrate data-driven SillyTavern rolecard live development, iteration, validation, JSON packaging, PNG payload embedding, release auditing, and delivery by adapting to tools already present in… | LiarMTTT/ | 150 | — | ~3.2k | Automated safety check: Pass | Unknown | 4 days ago |
| 260 | A skill your agent uses when inspecting a ghcrawl SQLite store, pulling GitHub issue/PR data, refreshing summaries, embeddings, and clusters, or extracting one cluster and its evidence through the… | vincentkoc/ | 107 | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 261 | RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization. | majiayu000/ | 666 | 3 repos | ~1.1k | Automated safety check: Pass | MIT | today |
| 262 | 262.I3 RAG Builder with Parallel Document Processing Vector database construction with local embeddings (zero cost) Handles PDF download, text extraction, chunking, and vector database creation Absorbed B5… | brycewang-stanford/ | 4.5k | — | ~1.8k | Automated safety check: Pass | Unknown | 3 days ago |
| 263 | Integrate and route AI model requests through RouterBase. An agent skill from davepoon/buildwithclaude. | davepoon/ | 3.6k | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 264 | 264.Integrate Gaia A skill your agent uses when integrating the @amd-gaia/gaia npm package — running GAIA's flagship agent, or embedding its local sidecar into a Node, TypeScript, or Electron app. | amd/ | 1.6k | — | ~9.7k | Automated safety check: Warn | MIT | today |
| 265 | Molecular featurization hub (100+ featurizers) for ML. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~4.3k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 266 | Golang struct and interface design patterns — composition, embedding, type assertions, type switches, interface segregation, dependency injection via interfaces, struct field tags, and pointer vs… | aiskillstore/ | 430 | 1 repo | ~3k | Automated safety check: Pass | MIT | yesterday |
| 267 | Constructing prefetch queries for hybrid retrieval, including sparse/dense and multi-field setups, and choosing a sparse embedding model. | qdrant/ | 253 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 268 | Diagnoses Qdrant search quality issues. An agent skill from qdrant/skills. | qdrant/ | 253 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 269 | 269.Geniml Machine learning toolkit for genomic interval (BED) data; use it when you need to tokenize BED collections and train embeddings for regions/cells/labels, build consensus peak universes, or run… | aipoch/ | 2k | — | ~1.9k | Automated safety check: Pass | MIT | 21 days ago |
| 270 | Create and manage Neo4j vector indexes, run vector similarity search (ANN/kNN), store embeddings on nodes or relationships, use SEARCH clause (Neo4j 2026.01+, preferred) or… | neo4j-contrib/ | 114 | — | ~5.6k | Automated safety check: Notes | MIT | yesterday |
| 271 | 271.Memory Mine Mine project files or conversations into the MemPalace memory system. | dimetron/ | 207 | — | ~627 | Automated safety check: Pass | MIT | 7 days ago |
| 272 | 272.Memory Status Show MemPalace memory system status — drawer counts, wings, rooms, knowledge graph stats, and embedding model state. | dimetron/ | 207 | — | ~537 | Automated safety check: Pass | MIT | 7 days ago |
| 273 | 273.Unicorn Studio A skill your agent uses when embedding and customizing Unicorn Studio interactive animations on the web (embed, responsive sizing, performance, layering with UI, fallbacks). | nirholas/ | 227 | 1 repo | ~635 | Automated safety check: Pass | Apache-2.0 | today |
| 274 | Build unified multi-level category taxonomy from hierarchical product category paths from any e-commerce companies using embedding-based recursive clustering with intelligent category naming via… | benchflow-ai/ | 1.8k | — | ~983 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 275 | Expert in 3D computer vision labeling tools, workflows, and AI-assisted annotation for LiDAR, point clouds, and sensor fusion. | curiositech/ | 243 | 1 repo | ~3.2k | Automated safety check: Notes | MIT | 1 mo ago |
| 276 | Automatically intercepts and optimizes prompts using the prompt-learning MCP server. | curiositech/ | 243 | 1 repo | ~1.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 277 | Advanced CV for infrastructure inspection including forest fire detection, wildfire precondition assessment, roof inspection, hail damage analysis, thermal imaging, and 3D Gaussian Splatting… | curiositech/ | 243 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 278 | Expert in photo content recognition, intelligent curation, and quality filtering. | curiositech/ | 243 | 1 repo | ~2.6k | Automated safety check: Notes | MIT | 1 mo ago |
| 279 | 279.Index Reindexes KB for semantic search via vector store (Qdrant). An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~840 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 280 | 280.RAG Patterns RAG: embeddings, chunking, hybrid search (BM25+vector), reranking, CRAG, multi-hop. | softspark/ | 179 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 281 | Build provider-agnostic .NET AI integrations with Microsoft.Extensions.AI, IChatClient, embeddings, middleware, structured output, vector search, and evaluation. | managedcode/ | 486 | — | ~3.4k | Automated safety check: Pass | MIT | yesterday |
| 282 | 282.Semantic Router 让 AI 代理根据对话内容自动选择最合适的模型。层2(多词非连续命中)+ 层1(单词兜底)并行决定模型池;层3(embedding)永远独立运行决定会话切换。B+ 连续漂移计数器(第3次警告,第4次强制 C-auto)。softkeywords 泛用词降权机制。四池架构(高速/智能/人文/代理),五分支路由,全自动 Fallback 回路。 | LeoYeAI/ | 2.2k | — | ~3.6k | Automated safety check: Notes | MIT | 2 mo ago |
| 283 | 283.Ax AI This skill helps an LLM generate correct AI provider setup and configuration code using @ax-llm/ax. | dosco/ | 107 | — | ~8.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 284 | 284.Raster Logo SVG Turn a raster logo (PNG, JPG, WebP) into a pixel-identical, self-contained SVG by base64 embedding. | hashgraph-online/ | 1.2k | — | ~826 | Automated safety check: Pass | Apache-2.0 | today |
| 285 | 285.Mistral Mistral AI (La Plateforme) API: chat completions, embeddings, document OCR, and model listing via api.mistral.ai. | Anil-matcha/ | 1.3k | — | ~1.3k | Automated safety check: Pass | MIT | 3 days ago |
| 286 | WebKit integration in SwiftUI using WebView and WebPage for embedding web content, navigation, JavaScript interop, and customization. | gustavscirulis/ | 117 | 1 repo | ~1.5k | Automated safety check: Pass | Unknown | 5 mo ago |
| 287 | Redirect to claude-embeddings-search for tool use (function calling) and agentic loop patterns with Claude. | jeremylongshore/ | 2.8k | — | ~576 | Automated safety check: Pass | MIT | today |
| 288 | Implement tool use (function calling) with Claude to let it execute actions, Use when working with embeddings-search patterns. | jeremylongshore/ | 2.8k | — | ~1.5k | Automated safety check: Pass | MIT | today |
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