pgvector

name	pgvector
description	pgvector - PostgreSQL extension for vector similarity search. Use for embedding storage, cosine similarity, IVFFlat indexes, and HNSW indexes.

Pgvector Skill

Comprehensive assistance with pgvector development, generated from official documentation.

When to Use This Skill

This skill should be triggered when:

• Working with pgvector
• Asking about pgvector features or APIs
• Implementing pgvector solutions
• Debugging pgvector code
• Learning pgvector best practices

Quick Reference

Common Patterns

Pattern 1: To run an example:

cd examples/openai
createdb pgvector_example
dart pub get
dart run example.dart

Pattern 2: To run an example:

cd examples/loading
createdb pgvector_example
cmake -S . -B build
cmake --build build
build/example

Pattern 3: To run an example:

cd examples/openai
createdb pgvector_example
dub run

Pattern 4: To run an example:

cd examples/openai
createdb pgvector_example
sbcl --noinform --non-interactive --load example.lisp

Pattern 5: To run an example:

cd examples/openai
createdb pgvector_example
cmake -S . -B build
cmake --build build
build/example

Pattern 6: To run an example:

cd examples/loading
mix deps.get
createdb pgvector_example
mix run example.exs

Pattern 7: To run an example:

cd examples/openai
createdb pgvector_example
crystal examples/openai/example.cr

Pattern 8: To run an example:

cd examples/Loading
createdb pgvector_example
dotnet run

Reference Files

This skill includes comprehensive documentation in references/:

• pgvector.md - Pgvector documentation

Use view to read specific reference files when detailed information is needed.

Working with This Skill

For Beginners

Start with the getting_started or tutorials reference files for foundational concepts.

For Specific Features

Use the appropriate category reference file (api, guides, etc.) for detailed information.

For Code Examples

The quick reference section above contains common patterns extracted from the official docs.

Resources

references/

Organized documentation extracted from official sources. These files contain:

• Detailed explanations
• Code examples with language annotations
• Links to original documentation
• Table of contents for quick navigation

scripts/

Add helper scripts here for common automation tasks.

assets/

Add templates, boilerplate, or example projects here.

Notes

• This skill was automatically generated from official documentation
• Reference files preserve the structure and examples from source docs
• Code examples include language detection for better syntax highlighting
• Quick reference patterns are extracted from common usage examples in the docs

Updating

To refresh this skill with updated documentation:

1. Re-run the scraper with the same configuration
2. The skill will be rebuilt with the latest information