embeddings instructions

161 tagged embeddings, measured the same way as everything else here.

Browse within: hybrid-search 28knowledge-base 24fastapi 20knowledge-graph 18local-first 18code-search 15agent-memory 14RAG 10graphrag 10documentation 9local-ai 9bm25 8career-tools 7job-search-automation 7

honcho CLAUDE.md

01

plastic-labs/honcho

Instructions file

Claude Code instructions for plastic-labs/honcho, covering claude.md, honcho overview, what is honcho?, core concepts and peer paradigm.

6.9k 2d ago A 5,324 tokens AGPL-3.0

Marker-Inc-Korea/AutoRAG

Instructions file GitHub Copilot

Copilot instructions for Marker-Inc-Korea/AutoRAG, covering autorag - ai-powered rag pipeline optimization, working effectively, prerequisites and system setup, platform dependencies and install java 17 (required).

5.1k 3d ago D 3,237 tokens

AutoRAG AGENTS.md

03

Marker-Inc-Korea/AutoRAG

Instructions file CodexOpenCode

AGENTS.md instructions for Marker-Inc-Korea/AutoRAG, covering autorag — pi-powered librarian agent, developer commands, required minsync live qa, purpose and new cli-backed datasource.

5.1k 3d ago A 3,947 tokens

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

vestige CLAUDE.md

07

samvallad33/vestige

Instructions file

Claude Code instructions for samvallad33/vestige, covering vestige agent guidance, project shape, working rules, common checks and documentation.

614 yesterday A 818 tokens AGPL-3.0

vexor AGENTS.md

08

scarletkc/vexor

Instructions file CodexOpenCode

Instructions for scarletkc/vexor, covering repository instructions, non-negotiables, project map, implementation and verification.

239 3d ago A 985 tokens original MIT

vexor CLAUDE.md

09

scarletkc/vexor

Instructions file

Instructions for scarletkc/vexor, a project described as: A semantic search engine for files and code.

239 3d ago A 5 tokens copy · 100% MIT

skills AGENTS.md

10

qdrant/skills

Instructions file CodexOpenCode

Instructions for qdrant/skills, covering qdrant skills, project overview, project structure, navigating skills locally and conventions.

228 3d ago A 662 tokens original Apache-2.0

ClawMem AGENTS.md

11

yoloshii/ClawMem

Instructions file CodexOpenCode

Instructions for yoloshii/ClawMem, covering clawmem — agent quick reference, inference at a glance, install, or step by step and memory retrieval (90/10 rule).

203 13d ago B 7,138 tokens original MIT

ClawMem CLAUDE.md

12

yoloshii/ClawMem

Instructions file

Instructions for yoloshii/ClawMem: Claude Code reads CLAUDE.md natively (not AGENTS.md), so this file imports the root SSOT.

203 13d ago A 101 tokens original MIT

Helweg/open-codebase-index

Instructions file CodexOpenCode

Instructions for Helweg/open-codebase-index, covering agents.md - ai agent guidelines for open-codebase-index, build, test, and lint, run a single test, equivalent low-level command and architecture and file structure.

183 2d ago A 4,107 tokens original MIT

mfs AGENTS.md

14

zilliztech/mfs

Instructions file CodexOpenCode

Instructions for zilliztech/mfs, a project described as: A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in one searchable, browsable, file-like interface.

130 1mo ago A 4 tokens copy · 100% Apache-2.0

mfs CLAUDE.md

15

zilliztech/mfs

Instructions file

Instructions for zilliztech/mfs, covering claude.md, what this is, commands, architecture that spans files and connector config: four sources, one source of truth.

130 1mo ago A 1,780 tokens original Apache-2.0

ctxr-dev/llm-wiki-memory

Instructions file CodexOpenCode

Instructions for ctxr-dev/llm-wiki-memory, covering agents.md, development discipline (.agents/), layout, tests and conventions.

128 3d ago A 2,138 tokens original MIT

gno AGENTS.md

17

gmickel/gno

Instructions file CodexOpenCode

Instructions for gmickel/gno, covering knowledge cutoff warning, apis - bun first!, must use bun, acceptable node:\ (no bun equivalent) and testing.

109 yesterday A 7,530 tokens original MIT

gno CLAUDE.md

18

gmickel/gno

Instructions file

Instructions for gmickel/gno, a project described as: Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST API and MCP support for AI clients.

109 yesterday A 3 tokens copy · 100% MIT

majiayu000/litellm-rs

Instructions file CodexOpenCode

Instructions for majiayu000/litellm-rs, covering agents.md, workflow, commands and rules.

108 yesterday A 168 tokens original MIT

majiayu000/litellm-rs

Instructions file

Instructions for majiayu000/litellm-rs, covering claude.md, version management, automated version bumping (ci/cd), commit message format and version info in code.

108 yesterday A 3,356 tokens original MIT

VelesDB AGENTS.md

21

cyberlife-coder/VelesDB

Instructions file CodexOpenCode

AGENTS.md instructions for cyberlife-coder/VelesDB, covering agents.md — velesdb, working principles, a single test by name, if search path modified and doctests are a separate ci step from the test suite above.

90 yesterday A 4,804 tokens

VelesDB CLAUDE.md

22

cyberlife-coder/VelesDB

Instructions file

Claude Code instructions for cyberlife-coder/VelesDB: Local-first unified database (Vector + Graph + ColumnStore) under VelesQL. Rust workspace, single 10 MB binary.

90 yesterday A 455 tokens

pensyve AGENTS.md

23

major7apps/pensyve

Instructions file CodexOpenCode

AGENTS.md instructions for major7apps/pensyve, covering pensyve — agents.md, what this repo is, start here, directory map and build & dev commands.

72 3d ago A 1,768 tokens

pensyve CLAUDE.md

24

major7apps/pensyve

Instructions file

Claude Code instructions for major7apps/pensyve, covering claude.md, claude code specifics and see also.

72 3d ago A 354 tokens