https://github.com/agent-sh/agent-knowledge
Research guides and RAG indexes for AI agent development
https://github.com/agent-sh/agent-knowledge
ai ai-agents documentation embeddings knowledge-base llm rag research retrieval-augmented-generation vector-search
Last synced: 3 months ago
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Research guides and RAG indexes for AI agent development
- Host: GitHub
- URL: https://github.com/agent-sh/agent-knowledge
- Owner: agent-sh
- Created: 2026-02-21T01:40:48.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2026-03-22T09:15:20.000Z (3 months ago)
- Last Synced: 2026-03-23T00:23:50.561Z (3 months ago)
- Topics: ai, ai-agents, documentation, embeddings, knowledge-base, llm, rag, research, retrieval-augmented-generation, vector-search
- Language: Shell
- Size: 356 KB
- Stars: 3
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Agents: AGENTS.md
Awesome Lists containing this project
README
# agent-knowledge
Research guides and RAG indexes for AI agent development. Generated by [agentsys](https://github.com/agent-sh/agentsys) `/learn` command.
## Guides
| Topic | File | Sources |
|-------|------|---------|
| AI CLI Non-Interactive & Programmatic Usage | ai-cli-non-interactive-programmatic-usage.md | 52 |
| AI CLI Advanced Integration (MCP, SDKs, Cross-Tool) | ai-cli-advanced-integration-patterns.md | 38 |
| Skill/Plugin Distribution Patterns | skill-plugin-distribution-patterns.md | 40 |
| All-in-One + Modular Packages | all-in-one-plus-modular-packages.md | 40 |
| GitHub Org Project Management | github-org-project-management.md | 15 |
| GitHub Org Structure Patterns | github-org-structure-patterns.md | 18 |
| OSS Org Naming Patterns | oss-org-naming-patterns.md | 24 |
| CLI Browser Automation for Agents | cli-browser-automation-agents.md | — |
| Terminal Browsers & Agent Automation | terminal-browsers-agent-automation.md | — |
| Web Session Persistence for CLI Agents | web-session-persistence-cli-agents.md | — |
## Usage
These guides are designed for RAG (Retrieval-Augmented Generation). AI tools can reference them via `CLAUDE.md` / `AGENTS.md` index files that map trigger phrases to relevant guides.
## Source Metadata
Each guide has a corresponding `resources/-sources.json` with quality scores, URLs, and key insights per source.
## Contributing
Run `/learn --depth=deep` in agentsys to generate new guides.