🌊 सार

sara

Bhagavad Gita Sara / Upanishad Sara

The Essential Essence — distilled truth

Data summarization for agent outputs. TextDigest, DataDigest, DigestReport, digest_output.

Formerly agent-digest — Part of the Vedic Arsenal: 100 production-grade Python libraries for LLM agents, each named from the Vedas, Puranas, and Mahakavyas.

The ancient Sara principle from Bhagavad Gita Sara / Upanishad Sara finds its modern expression in this library.

Just as the Vedic sages understood that every phenomenon in the universe follows deep patterns — patterns of creation, maintenance, and dissolution — sara applies this wisdom to LLM agent engineering.

The concept of सार (The Essential Essence — distilled truth) speaks directly to the technical problem this library solves. When the sages codified this principle in Bhagavad Gita Sara / Upanishad Sara, they were describing not just a spiritual truth but a computational truth that would take humanity millennia to rediscover in silicon.

This is not coincidence. The universe has one nature. The Vedas described it first.

flowchart LR
    A[Input] --> B[sara]
    B --> C{Process}
    C -- Success --> D[Output]
    C -- Error --> E[Handle]
    E --> B
    style B fill:#6b21a8,color:#fff

pip install sara

Or from source:

git clone https://github.com/darshjme/sara.git
cd sara && pip install -e .

from sara import *

# See examples/ for full usage

sara is one of 100 libraries in darshjme/arsenal — each named from sacred Indian literature:

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

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