https://github.com/lavanyashukla/ai-starter-templates
Production-ready AI starter templates — agents, SDR outbound, RAG, evals, RLHF.
https://github.com/lavanyashukla/ai-starter-templates
agents ai best-practices boilerplate evals examples llm production rag rlhf starter-template
Last synced: about 1 month ago
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Production-ready AI starter templates — agents, SDR outbound, RAG, evals, RLHF.
- Host: GitHub
- URL: https://github.com/lavanyashukla/ai-starter-templates
- Owner: lavanyashukla
- License: mit
- Created: 2025-10-06T18:47:04.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2025-10-06T20:49:37.000Z (8 months ago)
- Last Synced: 2025-10-06T21:29:37.630Z (8 months ago)
- Topics: agents, ai, best-practices, boilerplate, evals, examples, llm, production, rag, rlhf, starter-template
- Homepage:
- Size: 3.91 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# AI Starter Templates (Production-Ready, 2025)
**Production-ready AI starter templates — agents, retrieval, evals, RLHF — with tests, CI, and docs.**
## What’s Inside
- **`/agents/sales-outbound/`** — AI SDR agent that researches prospects & companies, writes personalized sequences, and auto-follows up based on engagement.
## Why This Repo
- **Batteries-included**: sensible defaults, linting, tests, CI.
- **Real-world patterns**: auth, secrets, tracing, metrics, deploys.
- **Copy → configure → ship**: minimal glue code, clear docs.
## Opinionated Defaults
- **Quality**: pre-commit; black/ruff or eslint/prettier; typing; unit tests.
- **Reliability**: retry/backoff; idempotent tasks; rate-limit guards.
- **Observability**: structured logs; traces; metrics dashboards.
- **Security**: env/volume secrets; PII redaction; audit logs.
## Who It’s For
- Founders, growth/Sales leaders, and engineers who want working AI patterns they can adopt in under an hour.
## Contribute
- PRs welcome. Open a Request a Template issue with your stack & use-case.
## License
- **Code:** MIT
- **Docs/Images:** CC BY 4.0