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yoanbernabeu avatar

Grepai Embeddings Openai

yoanbernabeu/grepai-skills
525 installs18 stars
Summary

Configures OpenAI's embedding API as your GrepAI provider when you want high-quality semantic search without running local models. You get text-embedding-3-small (recommended, $0.00002/1K tokens) or text-embedding-3-large for maximum accuracy at higher cost. The tradeoff is straightforward: your code gets sent to OpenAI servers, so this isn't for sensitive codebases. Setup is just adding your API key to the config and setting parallelism based on your rate limit tier. Good for teams that want consistent embeddings without maintaining infrastructure, and the cost is genuinely low for most codebases (around $0.10 to index 1000 files). If privacy matters more than convenience, stick with Ollama instead.

Install to Claude Code

npx -y skills add yoanbernabeu/grepai-skills --skill grepai-embeddings-openai --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
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Plug Mailtrap into your AI workflow and let it handle the email.
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Agent, run crypto. Access onchain data & trade routes via 1inch.
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Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Categories
Code Review & QualityAI & Agent BuildingCloud & Infrastructure
First SeenJun 3, 2026
View on GitHub

More from yoanbernabeu/grepai-skills

All 27 skills →
  • Grepai Search Basics804
  • Grepai Ollama Setup749
  • Grepai Search Advanced726
  • Grepai Trace Graph706
  • Grepai Trace Callers688
  • Grepai Search Tips686
  • Grepai Trace Callees668
  • Grepai Search Boosting655
  • Grepai Embeddings Ollama648
  • Grepai Mcp Tools619
  • Grepai Chunking611
  • Grepai Languages611
  • Grepai Init604
  • Grepai Watch Daemon604
  • Grepai Config Reference599
  • Grepai Troubleshooting596
  • Grepai Workspaces590
  • Grepai Mcp Claude585
  • Grepai Ignore Patterns582
  • Grepai Storage Gob573
  • Grepai Mcp Cursor567
  • Grepai Quickstart566
  • Grepai Installation563
  • Grepai Storage Qdrant535

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atlascloudai/atlas-cloud-skills

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