Embeddings

Migrate an application to or from Cohere with a provider adapter, parallel embedding index, quality evaluation, canary traffic, and rollback.

jeremylongshore/tons-of-skills-marketplace

Set up and optimize Cursor codebase indexing for semantic code search and @Codebase queries.

jeremylongshore/tons-of-skills-marketplace

Measure Instantly plan, account, verification, and enrichment usage without embedding stale prices.

jeremylongshore/tons-of-skills-marketplace

Build and query vector stores with LangChain 1.0 without getting burned by flipped score semantics, embedding-dim mismatches, reranker quirks, and chunk-splitter bugs.

jeremylongshore/tons-of-skills-marketplace

Build Mistral embeddings, retrieval, and function-calling loops with tenant isolation and application-owned execution.

jeremylongshore/tons-of-skills-marketplace

Govern Mistral prompts, outputs, embeddings, files, OCR, audio, batch, stateful resources, and deletion evidence.

jeremylongshore/tons-of-skills-marketplace

Build and verify a fund-backed Ramp virtual-card workflow with least-privilege scopes, idempotency, controlled card-detail delivery, and lifecycle evidence.

jeremylongshore/tons-of-skills-marketplace

Manage the ChromaDB vector database that stores the ecosystem's persistent memory.

EliasOulkadi/shokunin

Persistent memory across AI sessions using ChromaDB vector database.

EliasOulkadi/shokunin

Call POST /embeddings on Venice. An agent skill from veniceai/skills.

veniceai/skills

Adding LLM and AI capabilities to a MoonBit Golem agent. An agent skill from golemcloud/golem.

golemcloud/golem

Adding LLM and AI capabilities to a Scala Golem agent. An agent skill from golemcloud/golem.

golemcloud/golem

Adding LLM and AI capabilities to a TypeScript Golem agent. An agent skill from golemcloud/golem.

golemcloud/golem

Design and execute computational social science analyses across 11 modules: text-as-data/NLP (STM, BERTopic, Wordfish, BERT, conText embedding regression, LLM annotation + DSL bias correction…

joshzyj/open-scholar-skill

Implement open science practices for a social science study.

joshzyj/open-scholar-skill

Load when building the neighbour graph, embedding (UMAP/t-SNE/diffmap/PHATE), and clustering (Leiden/Louvain) on a normalised single-cell AnnData.

TianGzlab/OmicsClaw

Load when aggregating single cells into metacells (sample-aware coarse-grained pseudo-cells) on a normalised scRNA AnnData via SEACells or KMeans on a low-D embedding.

TianGzlab/OmicsClaw

Protein language models (ESM3, ESM C) for sequence generation, structure prediction, inverse folding, and embeddings.

jaechang-hits/SciAgent-Skills

Diagnoses and improves Qdrant search relevance. An agent skill from qdrant/skills.

qdrant/skills

To build Solr phrase-tagging semantic search: concept tagging, taxonomy, graph paths.

griddynamics/rosetta

A skill your agent uses when choosing an embedding model, chunk size, or query form, when semantic search returns irrelevant results, when adding hybrid BM25+vector or a reranker, or when a…

ericrisco/rsc-harness

A skill your agent uses when using Redis or any Redis-protocol store (Valkey, ElastiCache, Upstash, Dragonfly, Memorystore) as a cache, queue, rate limiter or distributed lock and it has to be…

ericrisco/rsc-harness

A skill your agent uses when operating a vector store as a data layer — choosing or migrating between Pinecone, Qdrant, Weaviate and pgvector; designing a collection or index (distance metric…

ericrisco/rsc-harness

Connect to Supabase for database operations, vector search, and storage.

sundial-org/awesome-openclaw-skills

Optimize Rotary Position Embedding (RoPE) kernels in Triton for NVIDIA and AMD GPUs.

ZJLi2013/awesome-kernel-skills

Provides Amazon Bedrock patterns using AWS SDK for Java 2.x.

giuseppe-trisciuoglio/developer-kit

Provides Retrieval-Augmented Generation (RAG) implementation patterns with LangChain4j for Java.

giuseppe-trisciuoglio/developer-kit

Provides integration patterns for LangChain4j with Spring Boot.

giuseppe-trisciuoglio/developer-kit

Implement Convex runtime features: HTTP actions, file storage, search (full text + vector), scheduling (crons + scheduled functions), and RAG patterns.

IgorWarzocha/Opencode-Workflows

Databricks Vector Search endpoints and indexes for RAG and semantic search; covers index types, search modes, end-to-end RAG patterns

databricks/databricks-agent-skills

A skill your agent uses when building the exhibits for a Journal of Consumer Research (JCR) manuscript — study-summary tables, mediation/moderation results, interaction and spotlight plots…

franklee16/academic-research-skills

Semantic image-text matching with CLIP and alternatives. An agent skill from curiositech/some_claude_skills.

curiositech/some_claude_skills

Index and search Claude Code sessions using semantic embeddings (Gemini).

glebis/claude-skills

ESM2 protein language model for embeddings and sequence scoring.

NeverSight/learn-skills.dev

Optimize agent skills for discoverability on ClawdHub/MoltHub.

aAAaqwq/AGI-Super-Team

A comprehensive knowledge graph memory system with semantic search, episodic memory, working memory, automatic context injection, and per-agent isolation.

LeoYeAI/openclaw-master-skills

Methodology for systematically designing document chunking strategies for RAG pipelines.

revfactory/harness-100

Text preprocessing technique catalog: tokenization, normalization, stopwords, morphological analysis, embedding selection, and language-specific processing guides.

revfactory/harness-100

Search relevance and ranking on OpenSearch/Elasticsearch for a two-sided marketplace — candidate retrieval (hybrid BM25 + kNN, RRF, two-tower EBR), base relevance (BM25F, multimatch, LambdaMART)…

pproenca/dot-skills

Builds a portable, embedding-free knowledgebase from a set of files and delivers it as a self-contained .skill bundle (BM25 index + bundled searcher + query protocol).

oaustegard/claude-skills

In-process semantic search over text files or in-memory strings, using Gemini embeddings via the CF AI Gateway.

oaustegard/claude-skills

Open-source embedding database for RAG — store embeddings, vector search, metadata filtering.

AlexAI-MCP/hermes-CCC

MCP playbook for semantic SVG charts and figures, approved asset upload, and verified SiYuan block embedding.

yangtaihong59/siyuan-plugins-mcp-sisyphus

CLI-only playbook for semantic SVG charts and figures, approved asset upload, and verified SiYuan block embedding.

yangtaihong59/siyuan-plugins-mcp-sisyphus

Build and operate Retrieval-Augmented Generation (RAG) infrastructure with vector stores, embedding pipelines, and hybrid search.

BagelHole/DevOps-Security-Agent-Skills

RAG architecture for academic knowledge retrieval and synthesis

wentorai/research-plugins

Semantic literature discovery and synthesis using embeddings

wentorai/research-plugins

A skill your agent uses when the user sends or generates an image, screenshot, video, audio or file and wants it saved, or asks to find past media (that diagram, the mockup from last week).

coco-research/coco