Embeddings

Answer questions about the AI SDK and help build AI-powered features.

vercel-labs/ai-facts

Shows how to store documents and embeddings in Chroma, query them by similarity with metadata filters, and persist them to disk for RAG and semantic search projects.

Orchestra-Research/AI-Research-SKILLs

Explains OpenAI's CLIP model for zero-shot image classification, image-text similarity, semantic image search and content moderation, with install steps and code patterns.

Orchestra-Research/AI-Research-SKILLs

Chooses the right serving container and current image URI for deploying a Hugging Face model to a SageMaker endpoint, preferring Hugging Face images over generic ones.

huggingface/skills

Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode.

giancarloerra/SocratiCode

Routes a sentence-transformers training task to the right model type and required reference docs and example scripts, covering bi-encoders, rerankers, sparse and multi-vector models.

huggingface/skills

Google API integration for blog performance: PageSpeed Insights, CrUX Core Web Vitals with 25-week history, Search Console performance, URL Inspection, Indexing API, GA4 organic traffic, NLP entity…

AgriciDaniel/claude-blog

Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts.

giancarloerra/SocratiCode

Generates vector embeddings through the 9Router /v1/embeddings endpoint, using models from providers such as OpenAI, Gemini, Mistral and Voyage for RAG and semantic search.

decolua/9router

TRIGGER when working with ai-sdk which is Laravel official first-party AI SDK.

trypostit/trypost

Build cross-game mashups and total conversions, the "Minecraft inside Elden Ring" or "skateboarding in MW2" kind.

rehan-remade/universal-modder

Sets up FAISS for fast nearest-neighbor search over large collections of dense vectors, choosing between Flat, IVF, HNSW and product quantization indexes.

Orchestra-Research/AI-Research-SKILLs

Biohub ESMFold2 / ESMFold2-Fast all-atom co-folding (Candido et al.

JimLiu/science-skills

Installs and configures ktx, the open-source context layer for data agents — runs ktx setup non-interactively with hidden CLI flags, configures database connections and embeddings, installs agent…

Kaelio/ktx

Diagnoses and repairs a broken AutoRAG install so every configured datasource is both indexed and returns real search hits.

Marker-Inc-Korea/AutoRAG

Hook an app, game or script up to the local mlx-serve server for LLM chat, embeddings, image, speech, music, sound effect, video and 3D generation, and Laya/Kev/Clef typed decisions.

ddalcu/mlx-serve

Access 2,000+ AI models and API tools through one MCP interface for inference, media generation, search, scraping, embeddings, social data, and structured retrieval.

iflytek/skillhub

AWS Bedrock foundation models for generative AI. An agent skill from itsmostafa/aws-agent-skills.

itsmostafa/aws-agent-skills

Comprehensive guide for building Agentic RAG systems using Microsoft Agent Framework in C.

shuyu-labs/WebCode

Builds a retail product search agent on Google Cloud, from catalog ingestion into BigQuery and Vector Search to ADK scaffolding, evaluation and Cloud Run deployment.

google/adk-recipes

A skill your agent uses for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search.

timescale/pg-aiguide

Persistent compounding memory for AI agents. An agent skill from Goldentrii/AgentRecall-X.

Goldentrii/AgentRecall-X

A skill your agent uses when the user wants to deploy, run, debug, tear down, or call the REST API of the RTVI-CV 2D detection / tracking microservice.

NVIDIA/skills

Read Tessera satellite embeddings with the geotessera Python library.

ucam-eo/geotessera

Search local documents, files, notes, and knowledge bases. An agent skill from gmickel/gno.

gmickel/gno

Set up, download, verify, and seed the optional Grida Library developer corpus into local Supabase.

gridaco/grida

Walks through installing and tuning memory-lancedb-pro, picking an embedding, reranker, and LLM combination from four preset configuration plans.

CortexReach/memory-lancedb-pro-skill

Tokenize, tag, and analyze natural language text using Apple's NaturalLanguage framework and translate between languages with the Translation framework.

dpearson2699/swift-ios-skills

A skill your agent uses when creating animated demos (GIFs) for pull requests or documentation.

mikeyobrien/ralph-orchestrator

Generate EPUB ebooks from Markdown files with SVG→PNG conversion, remote/local image embedding, compressed illustrations, and WeChat Reading compatibility.

joeseesun/qiaomu-epub-book-generator

Scaffold, wire, and verify a neocarta CLI command that wraps a source/format connector (the neocarta <source <verb integration that follows building the library connector).

neo4j-labs/neocarta

Score, embed, and generate DNA sequences with Evo 2, a long-context genomic foundation model.

JimLiu/science-skills

MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX.

kellyvv/PhoneClaw

Convert make demo/img statusline snapshots into ANSI-stripped plain text for diffing and PR embedding.

tmck-code/yet-another-statusline

Compare several Japanese NLP libraries, models, or datasets for a keyword (a specific tool name, or a function/task like '形態素解析') across a handful of criteria chosen for that comparison, rendered as…

taishi-i/awesome-japanese-nlp-resources

Guides evaluation of a RAG system by diagnosing failures in traces, building a retrieval test set and scoring retrieval and generation separately.

ai-evals-course/evals-skills

Open OwnMem Console, the local dashboard for this repository's memory.

grpcer/ownmem

Writing, editing, and rendering Slab documents (.slab) — the declarative design language for app screens, posters, terminal UIs, and interactive components.

stencil-hq/slab

RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers.

llama-farm/llamafarm

Embed proteins with Meta AI's ESM-2 (fair-esm package). An agent skill from JimLiu/science-skills.

JimLiu/science-skills

This skill should be used when finding, tracing, or understanding code in a repository with SymDex available.

husnainpk/SymDex

Produce proof-of-execution demos of the Packmind CLI (packmind-cli) as terminal-styled images (colors and formatting preserved exactly), for embedding in a GitHub PR.

PackmindHub/packmind

Analyze current trends and challenges in Japanese NLP for a topic.

taishi-i/awesome-japanese-nlp-resources

Vector embeddings configuration and semantic search. An agent skill from alsk1992/CloddsBot.

alsk1992/CloddsBot

Guide for building Go applications with the Kit SDK. An agent skill from mark3labs/kit.

mark3labs/kit

A skill your agent uses when calling the app's AI gateway from agent tools — chat completions, embeddings, listing models, configuring defaults or BYOK, reading token/cost usage

butterbase-ai/butterbase-skills

A skill your agent uses when adding, debugging, or modifying LLMObs plugins for an LLM library in dd-trace-js.

DataDog/dd-trace-js

Configure how the playground is displayed: full, focus, simple, lite, editor, codeblock, and result modes.

live-codes/livecodes