vector database instructions

22 tagged vector database, measured the same way as everything else here.

Browse within: RAG 6

cognee AGENTS.md

01

topoteretes/cognee

Instructions file CodexOpenCode

Instructions for topoteretes/cognee, covering repository guidelines, project structure & module organization, build, test, and development commands, runtime flags worth knowing and multi-tenancy support by backend.

30k 2d ago A 1,909 tokens original Apache-2.0

cognee CLAUDE.md

02

topoteretes/cognee

Instructions file

Instructions for topoteretes/cognee, covering claude.md, project overview, development commands, setup and create virtual environment (recommended: uv).

30k 2d ago A 9,383 tokens original Apache-2.0

weaviate CLAUDE.md

03

weaviate/weaviate

Instructions file

Instructions for weaviate/weaviate, covering claude.md, no bug is ever out of scope, build & run, build the binary (cgoenabled=0, static linking) and build debug binary (with delve support).

17k 2d ago A 2,591 tokens original BSD-3-Clause

giancarloerra/SocratiCode

Instructions file CodexOpenCode

AGENTS.md instructions for giancarloerra/SocratiCode, covering codebase search (socraticode), workflow and when to use each tool.

3.3k 3d ago A 1,441 tokens AGPL-3.0

giancarloerra/SocratiCode

Instructions file

Claude Code instructions for giancarloerra/SocratiCode, covering codebase search (socraticode), workflow and when to use each tool.

3.3k 3d ago A 1,441 tokens AGPL-3.0

giancarloerra/SocratiCode

Instructions file Gemini CLI

Gemini CLI instructions for giancarloerra/SocratiCode, covering codebase search (socraticode), workflow and when to use each tool.

3.3k 3d ago A 1,441 tokens AGPL-3.0

doobidoo/mcp-memory-service

Instructions file CodexOpenCode

Instructions for doobidoo/mcp-memory-service, covering gitnexus mcp, always start here, skills, tools reference and resources reference.

1.9k 3d ago A 685 tokens original Apache-2.0

doobidoo/mcp-memory-service

Instructions file

Instructions for doobidoo/mcp-memory-service, covering claude.md, non-negotiables (hard rules), critical directives, operational rules and auto-save learnings.

1.9k 3d ago A 6,381 tokens original Apache-2.0

neonwatty/meme-search

Instructions file

Instructions for neonwatty/meme-search, covering claude.md, πŸ“ file organization guidelines, πŸ€– task agent usage guidelines, when to use task agents and documentation lookup pattern.

719 2d ago A 2,697 tokens original Apache-2.0

RAGLight CLAUDE.md

10

Bessouat40/RAGLight

Instructions file

Instructions for Bessouat40/RAGLight, covering claude.md, commands, install dependencies, run all tests and run a single test module.

672 4d ago A 983 tokens original MIT

redis/redis-vl-python

Instructions file

Instructions for redis/redis-vl-python, covering claude.md - redisvl project context, frequently used commands, development workflow, redis setup and documentation.

424 4d ago A 1,033 tokens original MIT

Nayjest/ai-microcore

Instructions file CodexOpenCode

Instructions for Nayjest/ai-microcore, covering agents.md, commands, architecture and conventions.

108 5d ago A 1,454 tokens original MIT

Nayjest/ai-microcore

Instructions file

Instructions for Nayjest/ai-microcore: This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

108 5d ago A 32 tokens original MIT

leonardsellem/readwise-vector-db

Instructions file CodexOpenCode

Instructions for leonardsellem/readwise-vector-db, covering task master ai - claude code integration guide, essential commands, core workflow commands, project setup and initialize task master in current project.

24 1y ago A 3,950 tokens original MIT

leonardsellem/readwise-vector-db

Instructions file

Instructions for leonardsellem/readwise-vector-db, covering claude.md, essential commands, development workflow, setup and installation and core development commands.

24 1y ago A 2,018 tokens original MIT

geckse/markdown-vdb

Instructions file

Instructions for geckse/markdown-vdb, covering markdown vdb, architecture, project structure, core design decisions and key conventions.

23 17d ago A 5,817 tokens original MIT

opencrawling/opencrawling

Instructions file

Instructions for opencrawling/opencrawling, covering claude.md, project overview, build commands, full build (all maven modules) and run the embedding microservice (separate process).

19 5d ago A 1,867 tokens original Apache-2.0

spences10/mcp-turso-cloud

Instructions file

Instructions for spences10/mcp-turso-cloud, covering claude.md, unbreakable rules, project overview, development commands and architecture & key concepts.

18 2d ago A 1,607 tokens original MIT

2aronS/qdrant-scale

Instructions file CodexOpenCode

AGENTS.md instructions for 2aronS/qdrant-scale, covering user user-scale, project overview, project structure, conventions and skill anatomy.

5 3mo ago A 453 tokens

Bratan CLAUDE.md

20

AllanWessels/Bratan

Instructions file

Claude Code instructions for AllanWessels/Bratan, covering rag refiner, what this project is, repo layout, how to work in this repo and run the loop.

2 1mo ago D 3,230 tokens

nacre CLAUDE.md

22

nacre-work/nacre

Instructions file

Claude Code instructions for nacre-work/nacre, covering nacre β€” core, the six invariants, never, in any change, commands and layout.

0 2d ago C 43,437 tokens original Apache-2.0