Claude MarketplacesSubmit
existential-birds avatar

Sqlite Vec

existential-birds/beagle

If you need vector similarity search but don't want to spin up a separate vector database, this gets embeddings into SQLite with minimal fuss. It's a Python wrapper around the sqlite-vec extension, handling the usual pain points like dimension matching and serialization between your embedding model and the database schema. The gates system is smart: it walks you through dimension locks, serialization alignment, and makes you cite docs before trusting any edge case behavior. Supports float32, int8, and bit vectors with KNN queries. At 173 installs it's still small, but the approach is clean for prototypes or apps where SQLite is already your storage layer and adding another service feels like overkill.

skills.sh installs
171
GitHub stars
87
last updated
Aug 21, 2026
View on GitHub

Install

$ npx -y skills add existential-birds/beagle --skill sqlite-vec --agent claude-code

Installs into .claude/skills of the current project.

Files

If you need vector similarity search but don't want to spin up a separate vector database, this gets embeddings into SQLite with minimal fuss. It's a Python wrapper around the sqlite-vec extension, handling the usual pain points like dimension matching and serialization between your embedding model and the database schema. The gates system is smart: it walks you through dimension locks, serialization alignment, and makes you cite docs before trusting any edge case behavior. Supports float32, int8, and bit vectors with KNN queries. At 173 installs it's still small, but the approach is clean for prototypes or apps where SQLite is already your storage layer and adding another service feels like overkill.

Browse the repository on GitHub

Sponsors

Promote your product hereReach 125k+ visitors monthlyPromote your product hereReach 125k+ visitors monthlyAgent CaffeineSponsoredClose your lid, come back to finished workSnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthlyWaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthlyknobsSponsoredSee your site on any phone, any day, in any language

Details

Repository
github.com/existential-birds/beagle
Categories
AI & Agent Building, Databases
First seen
Jun 3, 2026

More from existential-birds/beagle

All 40

Recommended

More AI & Agent Building
1google-labs-code avatarinkgoogle-labs-code/design.mdInk terminal renderer for json-render that turns JSON specs into interactive terminal UIs. Use when working with @json-render/ink, building terminal UIs from JS169skills.sh installs
2bmad-code-org avatarbmad-distillatorbmad-code-org/bmad-methodLossless LLM-optimized compression of source documents. Use when the user requests to 'distill documents' or 'create a distillate'.163skills.sh installs
3incept5 avatareve-app-cliincept5/eve-skillpacksBuild agent-friendly CLIs for Eve-compatible apps. Wrap REST APIs with domain commands, auto-auth, structured errors, and --json output. Agents use CLIs instead162skills.sh installs
4existential-birds avatardeepagents-architectureexistential-birds/beagleGuides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing subag160skills.sh installs
5senpi-ai avataropportunity-scannersenpi-ai/senpi-skills4-stage funnel that screens all 500+ Hyperliquid perps down to the top trading opportunities. Scores setups 0-400 across smart money, market structure, technica156skills.sh installs
6yujunzhixue avatargithub-skill-forgeyujunzhixue/github-skill-forge一个"制造技能的技能"。这个工具自动化了将任意 GitHub 仓库转换为标准化 Trae 技能的全过程，是扩展 AI Agent 能力的核心工具。155skills.sh installs