AI chat applications
Reduce repetition in expanding conversation histories.
Aether Compress · LLM Context Optimization
Reduce unnecessary tokens sent to your LLM.
AETHER optimizes long, repetitive context before it reaches OpenAI, Gemini, or Claude. Send fewer input tokens without changing your current model or application flow.
No credit card required1M tokens/month on the Free planNo setup fee
What happens in a real request?SAMPLE RESULT
Incoming context61 token
The customer's order number is 84721. The shipping address was updated to Ankara. The support team meets every Monday. The shipping address for order 84721 is Ankara. The customer confirmed the delivery information again. The old address record must no longer be used.
Optimized context20 token
The current, confirmed shipping address for order 84721 is Ankara. The old address is invalid.
41tokens reduced%67sample reductionSamecritical information
01
Send context to AETHER
Send the long context and the user's current query through the HTTPS API.
02
Let AETHER optimize it
Repetition and query-irrelevant content are reduced while critical information is preserved.
03
Use the smaller input
Pass the optimized context to your model call, or get an answer in one call with Generate.
Two usage modes
Add one optimization layer without changing your model.
AETHER does not sell an AI model or replace your OpenAI, Google, or Anthropic account. It reduces the input sent to your model.
Receive only the optimized context.
AETHER does not call any model. Use the returned data.compressed value in your own OpenAI, Gemini, or Claude request.
POST https://api.aether.tr/v1/compress
Authorization: Bearer <API_KEY>
Idempotency-Key: <UNIQUE_KEY>
{ "context": "...", "query": "...", "level": "auto" }Where does it add value?
Control context costs that grow with every request.
RAG and document search
Condense long retrieved passages around the current query.
AI agent workflows
Limit uncontrolled growth in tool output and task history.
High-volume APIs
Reduce model input while preserving the same business value.
Consider your usage
As token volume grows, so does the impact of optimization.
Actual reduction varies with content structure. The AETHER dashboard measures incoming, optimized, and saved tokens for every request.
10Msample incoming
6.2Msample optimized
3.8Msample savings
This illustration assumes a 38% sample reduction to explain the product; it is not guaranteed. Actual results are measured from your data.
Start free
Create a free account Create your first API key and see the result with real data.
Free plan · 1M tokens/month · No credit card required