“vector search and databases”

Store and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its own API namespace (s3vectors).

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

Expert in vector databases, embedding strategies, and semantic search implementation.

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

Patterns for Databricks Vector Search: create endpoints and indexes, query with filters, manage embeddings.

Triggers on keywords RAG, GraphRAG, vector database, agentic RAG, semantic search

Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, pgAdmin).

Production vector database design, HNSW index optimization, similarity metrics, metadata filtering, and high-performance querying (pgvector, Qdrant, Pinecone).

Fuzzy or regex search databases in Archery cached catalog with instance info.

Use before you add, edit, or name a database migration or a seed migration, when you touch a schema, Diesel code, a migration lock, or a crate named…

Use when choosing seeds, fixtures, or factories for Rails dev/test data.

简化版数据库工具，适用于火山引擎 RDS 实例以及自建数据库的元数据查询、SQL 执行、nl2sql 等场景。当用户需要查询火山引擎 RDS 实例以及自建数据库表结构、查看数据、执行 SQL 或将自然语言转换为 SQL 时使用此 skill。

Discovers requirements and generates architectural, design, and deployment guidance for dynamic hybrid search systems by combining semantic search and keyword…

Work with databases and tooling in TDK (Postgres, Prisma, Drizzle, Atlas, Dbmate).

行业数据查询与分析工具。接入多种合规公开数据源，支持精确匹配、模糊搜索、聚合统计、分组排序等查询方式。当前已覆盖工商企业基本信息、产业链节点区域指标、产业链企业信息、A股相关信息以及其他等大部分场景。完整的可用数据源清单及其字段结构需通过 describe_datasource 接口动态获取。…

Routes tasks for discovering NLP datasets in the CLUEDatasetSearch catalogue, including Chinese NLP classification, QA, matching, NER, generation…

Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search…

Room and local persistence as Android data sources.

Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines…

搜索和爬取网络上数据集相关信息，包括开源数据集、企业数据集发布、高质量数据集参评等。提取数据集名称、内容介绍、所属企业名称（简称自动扩展为全称），标记高质量数据集，生成结构化报告。用于：1) 搜索最新的数据集资源，2) 追踪企业数据集动态，3) 发现开源数据集链接，4) 每周生成数据集增量报告。

Show Astra DB results as interactive views — database overview, collection or table schema, document explorer, and vector-search results — from the astra-db…

探索 SQLite 或 PostgreSQL 数据库，执行安全只读查询，提供表列表、详细表结构（列/类型/约束/索引）、数据预览，并生成 Mermaid ER 图。当用户需要查看数据库架构、探索表关系、预览数据、执行只读查询，或提及 schema、ER 图、SQL 查询、数据预览、describe…

Query the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species.

Diagnose and refresh the local X Search runtime token.