Manifest is an open-source LLM (Large Language Model) router specifically built for OpenClaw. It optimizes AI expenditures by intercepting queries and routing them to the most cost-effective model based on the complexity of the task, potentially saving users up to 70% on token costs. The system analyzes queries locally in less than 2ms to ensure minimal latency. It prioritizes privacy by performing query scoring on the user's machine and using a blind proxy architecture for its cloud version. Additionally, it allows users to track costs, set usage limits, and export data using the OpenTelemetry standard.
Open-source LLM router for OpenClaw that optimizes model routing to save up to 70% costs.
- Reducing API token costs for OpenClaw users
- Ensuring data privacy by scoring queries locally
- Preventing high-cost models from being used for simple search or text tasks
- Monitoring AI budgets across development teams
- Users can get started by installing the native OpenClaw plugin via a single command. Once installed
- Manifest automatically intercepts queries
- analyzes them locally
- and directs them to the most appropriate model. Users can then use the dashboard to monitor costs and set budget alerts.

LAION is a non-profit providing open machine learning datasets, tools, and models.


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