semantic-search-setup-step-1-install-dependencies
About
This skill provides the initial setup for semantic search by installing required Python dependencies (sentence-transformers and numpy) and outlining the database schema. It includes code to create an embeddings table in SQLite and initialize an embedding generator using a specified model. Use this as the first step when implementing a local semantic search system with Claude.
Quick Install
Claude Code
Recommendednpx skills add vamseeachanta/workspace-hub -a claude-code/plugin add https://github.com/vamseeachanta/workspace-hubgit clone https://github.com/vamseeachanta/workspace-hub.git ~/.claude/skills/semantic-search-setup-step-1-install-dependenciesCopy and paste this command in Claude Code to install this skill
GitHub Repository
Frequently asked questions
What is the semantic-search-setup-step-1-install-dependencies skill?
semantic-search-setup-step-1-install-dependencies is a Claude Skill by vamseeachanta. Skills package instructions and resources that Claude loads on demand, so Claude can perform semantic-search-setup-step-1-install-dependencies-related tasks without extra prompting.
How do I install semantic-search-setup-step-1-install-dependencies?
Use the install commands on this page: add semantic-search-setup-step-1-install-dependencies to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.
What category does semantic-search-setup-step-1-install-dependencies belong to?
semantic-search-setup-step-1-install-dependencies is in the data category, tagged general.
Is semantic-search-setup-step-1-install-dependencies free to use?
Yes. semantic-search-setup-step-1-install-dependencies is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.
Related Skills
This Claude Skill provides expert guidance on implementing data mesh architecture for scalable, decentralized data systems. It helps developers design domain-oriented data ownership, create data products, and establish federated governance with self-serve platforms. Use this skill when planning or refactoring large-scale data infrastructure to align with organizational domains.
This Claude Skill provides expert-level Apache Airflow orchestration for designing and managing complex data pipelines. It offers deep knowledge of DAGs, operators, sensors, XComs, task dependencies, and scheduling for building reliable workflows. Use it when developing, troubleshooting, or optimizing production Airflow deployments.
This Claude Skill provides expert guidance on implementing data mesh architecture, helping developers design decentralized, domain-owned data systems. It covers core principles like data-as-a-product, federated governance, and self-serve platforms for scalable data management. Use this skill when building or modernizing data infrastructure to handle organizational complexity at scale.
This Claude Skill provides expert-level guidance for Apache Airflow workflow orchestration, including DAG design, operators, sensors, and task dependencies. Use it when building or troubleshooting complex data pipelines to implement reliable scheduling and execution patterns. It covers production operations, XComs, and dynamic task generation for scalable workflow management.