AI token optimization SDK — reduce LLM API costs by 10-20%
Project description
Fortress Optimizer
Reduce your AI API costs by 10-20% with real-time prompt optimization.
Install
pip install fortress-optimizer
Quick Start
from fortress_optimizer import FortressClient
client = FortressClient(api_key="fk_your_key_here")
# Optimize a prompt
result = client.optimize("Can you please help me write a detailed analysis of this data")
print(result["optimization"]["optimized_prompt"])
# → "Write a detailed analysis of this data"
print(f"Saved {result['tokens']['savings_percentage']}% tokens")
# → "Saved 40.0% tokens"
Features
- 10-20% token savings on casual and business prompts
- 3 optimization levels: conservative, balanced, aggressive
- All major LLM providers: OpenAI, Anthropic, Google, and more
- Automatic retries with exponential backoff
- Usage tracking per API key
API
# Optimize a prompt
result = client.optimize(prompt, level="balanced", provider="openai")
# Check usage
usage = client.get_usage()
# List providers
providers = client.get_providers()
# Health check
is_healthy = client.health_check()
Get an API Key
Sign up free at fortress-optimizer.com — 50,000 tokens/month, no credit card required.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file fortress_optimizer-1.0.0.tar.gz.
File metadata
- Download URL: fortress_optimizer-1.0.0.tar.gz
- Upload date:
- Size: 3.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.14.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2fc2fbdcbe6514f02cd1604807423c2cb001fe904928ee19a05628159de5939e
|
|
| MD5 |
e1abeeae409ae808e79953f36c170b97
|
|
| BLAKE2b-256 |
186e39f044855ed5da570a18ccf92e44925fa5baf438870cb23a0a28d60c59ba
|
File details
Details for the file fortress_optimizer-1.0.0-py3-none-any.whl.
File metadata
- Download URL: fortress_optimizer-1.0.0-py3-none-any.whl
- Upload date:
- Size: 4.0 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.14.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1f935816effd4119cad937db088e3e070c904af015ee6f2ff0d07ee95072cdd6
|
|
| MD5 |
5cfb0042b88dd9cab75204dfd95e2082
|
|
| BLAKE2b-256 |
98a67bf056dc24fdf66482f75540aa3eee14bd6e047387ef8ea6820f1a2e6ccc
|