Metadata-Version: 2.4
Name: agent-retry
Version: 0.1.0
Summary: Zero-dependency Python library for resilient LLM agent calls — exponential backoff, jitter, fallback chains, and dead letter queues.
Project-URL: Homepage, https://github.com/darshjme-codes/agent-retry
Project-URL: Repository, https://github.com/darshjme-codes/agent-retry
Project-URL: Bug Tracker, https://github.com/darshjme-codes/agent-retry/issues
Author-email: Darshankumar Joshi <darshjme@gmail.com>
License: MIT
Keywords: agent,ai,backoff,fallback,llm,resilience,retry
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.10
Provides-Extra: dev
Requires-Dist: pytest-cov>=4.0; extra == 'dev'
Requires-Dist: pytest>=7.0; extra == 'dev'
Description-Content-Type: text/markdown

पुनर्जन्म — punarjanma by Darshankumar Joshi

# 🔮 पुनर्जन्म
## `punarjanma`

> *Upanishads / Bhagavad Gita 2.20*

### Rebirth — the eternal cycle

**Resilient retry strategies for LLM agents: exponential backoff, jitter, circuit-breaker patterns. Zero dependencies.**

[![Python](https://img.shields.io/badge/Python-3.8%2B-blue?style=flat-square&logo=python)](https://python.org)
[![Zero Dependencies](https://img.shields.io/badge/Dependencies-Zero-brightgreen?style=flat-square)](https://github.com/darshjme/punarjanma)
[![Vedic Arsenal](https://img.shields.io/badge/Vedic%20Arsenal-100%20libs-purple?style=flat-square)](https://github.com/darshjme/arsenal)
[![License](https://img.shields.io/badge/License-MIT-purple?style=flat-square)](LICENSE)

*Formerly `agent-retry` — Part of the [**Vedic Arsenal**](https://github.com/darshjme/arsenal): 100 production-grade Python libraries for LLM agents, each named from the Vedas, Puranas, and Mahakavyas.*

---

## The Vedic Principle

In the Bhagavad Gita, Lord Krishna reveals to Arjuna: *"na jāyate mriyate vā kadācin"* — the soul is never born, never dies. It returns, again and again, until liberation.

`punarjanma` brings this eternal principle to LLM agent engineering. When your API call fails, when the model returns garbage, when the network drops — the agent **returns**. Exponential backoff is not failure. It is the dharmic cycle of persistence, each attempt purified by the lessons of the last.

Just as the soul accumulates wisdom across lifetimes to finally achieve moksha, your agent accumulates context across retries to finally achieve its goal. The dead letter queue is not defeat — it is the end of a cycle, the completion of karma.

---

## How It Works

```mermaid
flowchart LR
    A[LLM Call] --> B{Success?}
    B -- Yes --> C[Return Result]
    B -- No --> D[punarjanma]
    D --> E{Attempts < Max?}
    E -- Yes --> F[Exponential Backoff]
    F --> A
    E -- No --> G[Dead Letter Queue]
    style D fill:#6b21a8,color:#fff
```

---

## Installation

```bash
pip install punarjanma
```

Or from source:
```bash
git clone https://github.com/darshjme/punarjanma.git
cd punarjanma && pip install -e .
```

## Quick Start

```python
from punarjanma import *

# See examples/ for full usage
```

---

## The Vedic Arsenal

`punarjanma` is one of 100 libraries in **[darshjme/arsenal](https://github.com/darshjme/arsenal)** — each named from sacred Indian literature:

| Sanskrit Name | Source | Technical Function |
|---|---|---|
| `punarjanma` | Upanishads / Bhagavad Gita 2.20 | Rebirth — the eternal cycle |

Each library solves one problem. Zero external dependencies. Pure Python 3.8+.

---

## Contributing

1. Fork the repo
2. Create feature branch (`git checkout -b fix/your-fix`)  
3. Add tests — zero dependencies only
4. Open a PR

---

**🔮 Built by [Darshankumar Joshi](https://github.com/darshjme)** · [@thedarshanjoshi](https://twitter.com/thedarshanjoshi)

*"कर्मण्येवाधिकारस्ते मा फलेषु कदाचन"*
*Your right is to action alone, never to its fruits. — Bhagavad Gita 2.47*

[Vedic Arsenal](https://github.com/darshjme/arsenal) · [GitHub](https://github.com/darshjme) · [Twitter](https://twitter.com/thedarshanjoshi)

