Topic · AI & LLM Engineering
Best embeddings skills, page 3
Embeddings skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | A skill your agent uses when defining or implementing Go interfaces, designing abstractions, creating mockable boundaries for testing, or composing types through embedding. | cxuu/ | 170 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 98 | 98.Sap AI Core Guides development with SAP AI Core and SAP AI Launchpad for enterprise AI/ML workloads on SAP BTP. | secondsky/ | 462 | — | ~3.3k | Automated safety check: Pass | GPL-3.0 | 3 days ago |
| 99 | Review code for logging patterns and suggest evlog adoption. | activepieces/ | 25k | — | ~8.2k | Automated safety check: Pass | MIT | today |
| 100 | Designs multiscale chunking for RAG by embedding small units for retrieval precision and returning larger context for synthesis. | agentsope/ | 459 | — | ~4.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 101 | 101.Memfs Search Semantic search over agent memory files. An agent skill from letta-ai/skills. | letta-ai/ | 147 | — | ~901 | Automated safety check: Pass | MIT | 6 days ago |
| 102 | A skill your agent uses when integrating LLMs, chat clients, embeddings, RAG pipelines, or AI agents into Spring Boot. | rrezartprebreza/ | 298 | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 17 days ago |
| 103 | Documents OmniRoute's OpenAI-compatible endpoints for chat completions, embeddings, images, speech, transcription, moderation, rerank and the Responses API. | diegosouzapw/ | 74k | — | ~5.5k | Automated safety check: Pass | MIT | today |
| 104 | Installation and configuration skill for Agent Brain document search system. | SpillwaveSolutions/ | 119 | — | ~7k | Automated safety check: Notes | MIT | 19 days ago |
| 105 | Builds and debugs retrieval with the gaik toolkit — PgVectorStore, Ranker, FinnishTextProcessor, RelevanceGate — as hybrid search: pgvector similarity plus Postgres full-text, fused by rank, and the… | GAIK-project/ | 100 | — | ~4.2k | Automated safety check: Pass | MIT | yesterday |
| 106 | Builds and queries a local contextual BM25 index over an Obsidian vault, with optional Nomic reranking through Ollama and strict consent rules before any text leaves the machine. | AgriciDaniel/ | 15k | — | ~1.4k | Automated safety check: Pass | MIT | 28 days ago |
| 107 | 107.RAG Engineer Expert in building Retrieval-Augmented Generation systems. An agent skill from davila7/claude-code-templates. | davila7/ | 32k | 6 repos | ~729 | Automated safety check: Pass | MIT | today |
| 108 | Switches cognee's LLM, embedding, relational, vector and graph backends through environment variables, with the extras to install and the traps to avoid. | topoteretes/ | 32k | — | ~1k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 109 | A skill your agent uses when integrating LLMs, chat clients, embeddings, RAG pipelines, or AI agents into Spring Boot. | rrezartprebreza/ | 298 | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 17 days ago |
| 110 | 110.Fastllm Gateway Send inference requests through the FastLLM OpenAI-compatible gateway — chat completions, completions, embeddings, rerank, score, responses, moderations, audio speech and transcription, image… | azrtydxb/ | 108 | — | ~926 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 111 | 111.Helios Player Player API for embedding Helios compositions in web pages. An agent skill from BintzGavin/helios. | BintzGavin/ | 118 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 112 | 112.Explore A skill your agent uses when the user wants to survey a journal or field, fetch papers from OpenAlex, cluster topics, build exploration embeddings, or search named explore libraries under… | ZimoLiao/ | 576 | — | ~755 | Automated safety check: Pass | MIT | 13 days ago |
| 113 | Portuguese guide to building a retrieval-augmented generation assistant over a company's documents, with embeddings, section-based chunking, retrieval and a client workflow. | Hermes-brasil/ | 153 | — | ~1.1k | Automated safety check: Pass | MIT | 3 days ago |
| 114 | Get a typed Python value back from an AG2 beta Agent instead of free text. | ag2ai/ | 252 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 115 | Install and operate Interlinked's optional local semantic function index. | QuentinCody/ | 178 | — | ~1.7k | Automated safety check: Pass | MIT | 6 days ago |
| 116 | 116.Cortexdb Use CortexDB for local-first AI memory, vector search, RAG, knowledge graphs, SPARQL/RDFS/SHACL, corpus-to-graph workflows, and MCP/tool calling. | liliang-cn/ | 274 | — | ~5.7k | Automated safety check: Warn | MIT | yesterday |
| 117 | 117.Esm Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and… | davila7/ | 32k | 10 repos | ~2.6k | Automated safety check: Warn | MIT | today |
| 118 | Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, Oracle Vector SDK, administration, app development, performance, security, migrations, and agent-safe database workflows. | oracle/ | 873 | — | ~1.4k | Automated safety check: Pass | UPL-1.0 | 2 days ago |
| 119 | Build agentic applications with GitHub Copilot SDK. An agent skill from github/awesome-copilot. | github/ | 40k | 5 repos | ~6.3k | Automated safety check: Pass | MIT | today |
| 120 | Guides embedding model migration in Qdrant without downtime. | qdrant/ | 253 | 2 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 121 | 121.Waypoint Bio Supports work with Outpost Bio's open microbiome foundation models - the Waypoint checkpoints (Waypoint-6m, Waypoint-45m, Waypoint-170m), the Atlas pretraining corpus, the Compass eight-task… | K-Dense-AI/ | 48k | 2 repos | ~4.2k | Automated safety check: Pass | MIT | 3 days ago |
| 122 | 122.Livecodes Open-source, client-side code playground supporting 90+ languages/frameworks. | live-codes/ | 1.5k | — | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 123 | 123.Autoskill Analyzes user-requested Screenpipe history windows to detect repeated research workflows, match existing scientific skills, and stage new skill drafts or composition recipes for review. | K-Dense-AI/ | 48k | 1 repo | ~4.2k | Automated safety check: Notes | MIT | 3 days ago |
| 124 | Ancient text restoration, attribution, dating, contextualization, and embedding via Aeneas (Latin) / Ithaca (Ancient Greek). | google-deepmind/ | 3.2k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | 23 days ago |
| 125 | 125.Embeddings Vector embeddings with HNSW indexing, sql.js persistence, and hyperbolic support. | ruvnet/ | 74k | 3 repos | ~455 | Automated safety check: Pass | MIT | today |
| 126 | Work on the actively maintained LangChain v1 agent package: initchatmodel, createagent, structured output, tools, middleware, embeddings initialization, provider routing, and agent runtime… | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 127 | Azure OpenAI SDK for .NET. An agent skill from microsoft/skills. | microsoft/ | 3.1k | 6 repos | ~3.4k | Automated safety check: Pass | MIT | 2 days ago |
| 128 | Maintain DomoDomo private local AI features, Ollama connections, browser inference, streaming UX, embeddings, RAG, memory, and agent interfaces. | darknecrocities/ | 239 | — | ~17k | Automated safety check: Pass | No licence | 2 days ago |
| 129 | 129.Vss E2E Smoke Run this skill whenever the user asks to verify my VSS install works, smoke test VSS, check whether the deployment succeeded, or run an end-to-end test of summary/search for the… | open-edge-platform/ | 169 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 130 | 130.Create Stories Break one epic into implementable stories embedding TR-ID, ADR guidance, acceptance criteria. | Donchitos/ | 26k | — | ~7.2k | Automated safety check: Pass | MIT | 9 days ago |
| 131 | 131.Gjc SDK Guides Index of trusted GJC SDK reference guides (broker, session CLI, embedding, app development). | Yeachan-Heo/ | 2.9k | — | ~280 | Automated safety check: Pass | MIT | today |
| 132 | Memory is the cornerstone of intelligent agents. An agent skill from omer-metin/skills-for-antigravity. | omer-metin/ | 162 | — | ~731 | Automated safety check: Pass | Apache-2.0 | 8 mo ago |
| 133 | Turns a parquet of image file paths into a parquet of embeddings with CLIP, SigLIP or a TAO checkpoint, using the TAO Data Services container, ahead of neighbor mining. | NVIDIA/ | 3.5k | — | ~2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 134 | Semantic Similarity Index for disease research literature using PubMedBERT embeddings | ClawBio/ | 1.2k | 3 repos | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 135 | 135.Esm Uses the Biohub esm Python SDK for ESM3 protein generation, ESMC embeddings, and ESMFold2 all-atom folding. | K-Dense-AI/ | 48k | 1 repo | ~2.7k | Automated safety check: Pass | MIT | 3 days ago |
| 136 | 136.Pi Agent Builds with and operates Pi, the minimal terminal coding harness. | K-Dense-AI/ | 48k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 3 days ago |
| 137 | 137.Agents Workflows A skill your agent uses for giskard.agents async chat workflows, tools, prompt templates, structured outputs, retries, rate limiting, embeddings, and optional LiteLLM backend. | VectorSpaceLab/ | 328 | — | ~500 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 138 | Data pipelines, feature stores, and embedding generation for AI/ML systems. | ancoleman/ | 526 | 1 repo | ~3.5k | Automated safety check: Pass | MIT | 10 mo ago |
| 139 | 139.Nvmolkit Usage Write code that calls the installed nvMolKit Python API for GPU-accelerated, batched RDKit-style operations - Morgan fingerprints, Tanimoto/cosine similarity, ETKDG conformer embedding, MMFF/UFF… | NVIDIA-BioNeMo/ | 478 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 140 | 140.Cocoindex Comprehensive toolkit for developing with the CocoIndex library. | davila7/ | 32k | 2 repos | ~6.4k | Automated safety check: Notes | MIT | today |
| 141 | 141.RAG Implements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Generation systems. | giuseppe-trisciuoglio/ | 355 | 1 repo | ~1.8k | Automated safety check: Notes | MIT | 28 days ago |
| 142 | A skill your agent uses when adding interactive 3D scenes from Spline.design to web projects, including React embedding and runtime control API. | sickn33/ | 47k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 143 | 143.Hunt RAG Vector Hunt vector-store / embedding-layer weaknesses in RAG pipelines (OWASP LLM08 Vector and Embedding Weaknesses) — persistent corpus poisoning that survives across sessions and users (distinct from… | elementalsouls/ | 4.8k | — | ~2.6k | Automated safety check: Pass | MIT | yesterday |
| 144 | 144.Vector DB Vector database expert for embeddings, similarity search, RAG patterns, and indexing strategies | RightNow-AI/ | 18k | — | ~1k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
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