Topic · AI & LLM Engineering
Best embeddings skills, page 5
Embeddings skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 193 | 193.Sap Cloud SDK AI Integrates SAP Cloud SDK for AI into JavaScript/TypeScript and Java applications. | secondsky/ | 462 | — | ~3.2k | Automated safety check: Pass | GPL-3.0 | 3 days ago |
| 194 | Integrates the SAP Cloud SDK for AI for Python (sap-ai-sdk-gen, formerly generative-ai-hub-sdk) into Python applications. | secondsky/ | 462 | — | ~3.8k | Automated safety check: Pass | GPL-3.0 | 3 days ago |
| 195 | 195.Discover ML Automatically discover machine learning and AI skills when working with machine learning, PyTorch, training, inference, RAG, embeddings, fine-tuning, LLM, DSPy, HuggingFace, or diffusion models. | rand/ | 181 | 1 repo | ~574 | Automated safety check: Pass | MIT | 7 mo ago |
| 196 | 196.Video A skill your agent uses when applies to any page embedding or hosting video content (YouTube, Vimeo, self-hosted). | thedaviddias/ | 74k | — | ~562 | Automated safety check: Pass | MIT | 2 days ago |
| 197 | Debug the signals pipeline locally end-to-end. An agent skill from PostHog/posthog. | PostHog/ | 40k | — | ~2.4k | Automated safety check: Notes | Unknown | today |
| 198 | How to query the documentembeddings table for raw signal data using HogQL. | PostHog/ | 40k | — | ~4.3k | Automated safety check: Pass | Unknown | today |
| 199 | 199.Dotfile Hone A skill your agent uses when a pipeline DOT file has passed structural validation but may still have flow inefficiencies, spec fidelity gaps, or information loss in prompts. | harperreed/ | 334 | — | ~2.6k | Automated safety check: Pass | No licence | 5 days ago |
| 200 | 200.Storyboard Produce a mock-audit storyboard — a single HTML page embedding related UX surfaces side-by-side, with per-mock audit checklists, a flow diagram, and gap cards for missing mocks. | citypaul/ | 739 | — | ~4.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 201 | A skill your agent uses when writing code that runs concurrently in ChatbotX — BullMQ worker consumers, sharded DB migrations, embedding replace-writes, or any multi-step operation that could be… | ChatbotXIO/ | 879 | — | ~735 | Automated safety check: Pass | Unknown | today |
| 202 | 202.RAG Architect A skill your agent uses when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate retrieval quality (precision@k, recall@k, NDCG). | alirezarezvani/ | 28k | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 203 | 203.Vss Search Index Search a video library with natural language via the VSS Pipeline Manager - upload a video (POST /videos), generate its embeddings (POST /videos/search-embeddings/{id}), then run a query (POST… | open-edge-platform/ | 169 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 204 | Produce and interpret PCA, t-SNE, UMAP, and PHATE plots for high-dimensional omics data with rigor about which method preserves what (variance, local structure, manifold, transitions)… | GPTomics/ | 1.2k | 2 repos | ~4.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 205 | Build publication-quality figures in R with ggplot2 using the grammar of graphics (data + aesthetics + geometries + scales + facets + themes) with CVD-safe palettes, cairopdf TrueType embedding… | GPTomics/ | 1.2k | 2 repos | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 206 | 206.Turnstile Spin Add or repair Cloudflare Turnstile on an existing web form by creating or reusing a widget, embedding it, wiring mandatory server-side Siteverify in the existing backend, and validating the result. | swyxio/ | 175 | — | ~987 | Automated safety check: Pass | MIT | 3 days ago |
| 207 | Command-line interface for Ollama - Local LLM inference and model management via Ollama REST API. | HKUDS/ | 52k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 16 days ago |
| 208 | Run the full DEFT smart-data-augmentation loop for NVIDIA TAO Grounding DINO object detection: zero-shot baseline inference, KPI analysis, per-class gap analysis, SigLIP embedding of weak images… | NVIDIA/ | 3.5k | — | ~3.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 209 | Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search system in Google Cloud. | google/ | 21k | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 210 | 210.Journey AI Use as the AI build stage of the Butterbase journey. An agent skill from butterbase-ai/butterbase-skills. | butterbase-ai/ | 534 | 1 repo | ~490 | Automated safety check: Pass | MIT | 3 days ago |
| 211 | Lingzao lightweight XHS pre-publish check Skill for Xiaohongshu notes before publishing: content clarity, cover recognition, title clickability, first 3 lines or first 3 seconds, keyword embedding… | atian-create/ | 295 | — | ~375 | Automated safety check: Pass | MIT-0 | 3 mo ago |
| 212 | A skill your agent uses when text embeddings are needed from Alibaba Cloud Model Studio models for semantic search, retrieval-augmented generation, clustering, or offline vectorization pipelines. | cinience/ | 397 | — | ~334 | Automated safety check: Pass | MIT | 1 mo ago |
| 213 | 213.Memory Bridge Bridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project search | ruvnet/ | 74k | — | ~601 | Automated safety check: Notes | MIT | today |
| 214 | 214.Vector Embed Generate embeddings via npx ruvector@0.2.25 embed text (ONNX all-MiniLM-L6-v2, 384-dim), normalize, and store in HNSW index | ruvnet/ | 74k | — | ~591 | Automated safety check: Notes | MIT | today |
| 215 | 215.Vector Search Vector search via embeddings (large-scale HNSW) and ruvllmhnsw (WASM router for ≤11 hot patterns), with RaBitQ 1-bit quantization for 32× memory reduction | ruvnet/ | 74k | — | ~1.5k | Automated safety check: Notes | MIT | today |
| 216 | Migrates Airflow projects from airflow-ai-sdk to apache-airflow-providers-common-ai 0.4.0+. | astronomer/ | 451 | — | ~4.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 217 | Expert in vector databases, embedding strategies, and semantic search implementation. | aiskillstore/ | 430 | 8 repos | ~563 | Automated safety check: Pass | No licence | yesterday |
| 218 | Run iterative improvement for NVIDIA TAO CLIP / SigLIP image-text retrieval on attribute-labelled data. | NVIDIA/ | 3.5k | — | ~4.2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 219 | Enhancement-overlay SOP for adding sparse (BM25 / keyword) retrieval alongside dense (embedding) retrieval. | agentsope/ | 459 | — | ~6.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 220 | Lifecycle SOP for per-model prompt artifacts — the compiled prompts, instructions, few-shot demos, edit-format pins, and embedding-bound indices that change behavior when the underlying LM, dataset… | agentsope/ | 459 | — | ~8k | Automated safety check: Pass | MIT | 1 mo ago |
| 221 | 221.Wiki Markdown-first knowledge base where the LLM acts as librarian. | SethGammon/ | 922 | — | ~1.5k | Automated safety check: Pass | MIT | 7 days ago |
| 222 | A skill your agent uses when running a minimal test matrix for the Model Studio skills that exist in this repo, including image/video/audio, realtime speech, omni, visual reasoning, embedding… | cinience/ | 397 | — | ~1.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 223 | 223.Kermt Embed Extract per-molecule embeddings from any encoder-bearing KERMT checkpoint (groverbase / cmim / hybrid / finetuned). | NVIDIA-BioNeMo/ | 478 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 224 | ComfyUI prompt engineering knowledge covering CLIP text encoding syntax, weight modifiers, model-specific prompting strategies, and best practices | artokun/ | 795 | — | ~2.9k | Automated safety check: Pass | MIT | 3 days ago |
| 225 | 225.Memory Semantic memory and context - store and retrieve information with embeddings for similarity search. | harperreed/ | 334 | — | ~484 | Automated safety check: Pass | No licence | 5 days ago |
| 226 | 226.Dial Docs On-demand index of the AI DIAL Chat design docs in docs/. An agent skill from epam/ai-dial-chat. | epam/ | 504 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 227 | Given a gene and a single-cell atlas, compute how cell-type-specific its expression is — the tau specificity index, Sarle's expression bimodality coefficient, and the cell types that drive the… | ClawBio/ | 1.2k | — | ~4.3k | Automated safety check: Pass | MIT | yesterday |
| 228 | Provides Amazon Bedrock patterns using AWS SDK for Java 2.x. | giuseppe-trisciuoglio/ | 355 | 1 repo | ~3.2k | Automated safety check: Notes | MIT | 28 days ago |
| 229 | Provides Retrieval-Augmented Generation (RAG) implementation patterns with LangChain4j for Java. | giuseppe-trisciuoglio/ | 355 | 1 repo | ~3.3k | Automated safety check: Notes | MIT | 28 days ago |
| 230 | Provides integration patterns for LangChain4j with Spring Boot. | giuseppe-trisciuoglio/ | 355 | 1 repo | ~2.3k | Automated safety check: Notes | MIT | 28 days ago |
| 231 | Develop and debug the Multimodal DataPrep microservice: its FastAPI media endpoints, in-process embedding pipeline, batch jobs, object detection, telemetry and Metrics Manager publishing, and… | open-edge-platform/ | 169 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 232 | Develop the Multimodal Embedding Serving microservice itself — Poetry install, run the existing tests, navigate the wrapper/registry/handler architecture, add a new model family, and build the image… | open-edge-platform/ | 169 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 233 | Semantic image-text matching with CLIP and alternatives. An agent skill from curiositech/some_claude_skills. | curiositech/ | 243 | 1 repo | ~2.3k | Automated safety check: Notes | MIT | 1 mo ago |
| 234 | 234.Datapages Pages Add or change a Datapages page: route doc comments, GET return values, path and query parameters, custom error pages, the global head and sharing handlers across pages by embedding. | romshark/ | 113 | — | ~1.5k | Automated safety check: Pass | MIT | today |
| 235 | A skill your agent uses when performing sample-level dimensionality reduction and visualization on abundance or OTU-style matrices with a companion group file, generating UMAP and/or t-SNE… | aipoch/ | 2k | — | ~2.7k | Automated safety check: Pass | MIT | 21 days ago |
| 236 | Unsupervised clustering and cell-type identification for high-dimensional flow, spectral, and mass cytometry - FlowSOM, PhenoGraph, FlowSOM-via-CATALYST, with UMAP/tSNE for visualization. | GPTomics/ | 1.2k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 237 | Integrate multimodal single-cell data (CITE-seq RNA+protein, 10x Multiome RNA+ATAC, unpaired/diagonal RNA+ATAC) and choose the right joint method. | GPTomics/ | 1.2k | 1 repo | ~4.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 238 | Orchestrates the end-to-end 10x Multiome (paired scRNA + scATAC) pipeline from Cell Ranger ARC output to a jointly-embedded, annotated object, chaining per-modality QC, AMULET fragment-based ATAC… | GPTomics/ | 1.2k | 1 repo | ~4.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 239 | Store and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its own API namespace (s3vectors). | aws/ | 2.8k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 240 | Change or review OpenSecret inference and web-provider integrations. | MaplePrivacyLabs/ | 100 | — | ~2.4k | Automated safety check: Pass | MIT | today |
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