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GLYPH

Token-efficient serialization for AI agents. 50%+ fewer tokens, streaming validation, human-readable.

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Why GLYPH?

JSON wastes tokens on redundant syntax. Every quote, colon, and comma consumes context window. GLYPH eliminates the waste.

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40-60% Token Savings

No quotes, no colons, no commas, abbreviated keys. More context window for your agents.

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Streaming Validation

Detect errors mid-stream, cancel immediately. Save tokens, money, and reduce latency.

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Auto-Tabular Mode

Homogeneous lists compress to tables automatically. 50-62% fewer tokens that scale linearly.

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JSON Interoperability

Drop-in replacement with bidirectional conversion. One-line change to your code.

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Quick comparison

See the difference for yourself

JSON (30 tokens)
GLYPH (16 tokens - 47% reduction)

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Get started

1

Install GLYPH

Choose your language and install the package.
pip install glyph-serial
2

Convert JSON to GLYPH

Use the simple conversion API to start saving tokens immediately.
import glyph

data = {"action": "search", "query": "AI agents", "limit": 5}
glyph_str = glyph.json_to_glyph(data)
# Result: {action=search limit=5 query="AI agents"}
3

Parse and use GLYPH

Parse GLYPH text and access values directly.
result = glyph.parse('{name=Alice age=30}')
print(result.get("name").as_str())  # Alice
print(result.get("age").as_int())   # 30

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Explore by topic

Quickstart

Get up and running in 5 minutes with working code examples

AI Agent Patterns

Tool calling, state management, and multi-agent coordination

Python SDK

Complete Python API reference with examples

JavaScript SDK

TypeScript-first SDK with full type definitions

Token Savings

Understand how GLYPH reduces token usage by 40-60%

Streaming Validation

Cancel bad requests before generation completes

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Language support

GLYPH is available in multiple languages with consistent APIs

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Python
📜
JavaScript
🔷
Go
🦀
Rust
⚙️
C

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