Promptly

Promptly functions as an OpenAI-compatible proxy designed to reduce operational spend for large language model (LLM) calls. Key financial reduction strategies include: * Intelligent request routing * Parameter optimization * Contextual data pruning * Semantic response caching This platform integrates seamlessly with major providers such as OpenAI, Anthropic, and Google, ensuring broad compatibility. Developers can implement Promptly by simply modifying their base URL or installing the SDK, requiring zero code changes in existing applications. The system automatically analyzes incoming requests, directing less complex queries to more cost-effective models while maintaining output quality. Advanced parameter compression further reduces token usage without altering the semantic meaning of prompts. Beyond basic routing and compression, Promptly incorporates semantic caching, which identifies and reuses responses for similar queries, effectively eliminating redundant processing and associated costs. This compounding optimization approach can lead to significant savings, typically lowering expenses by up to 60%. The platform is built for engineering teams, developers, and businesses seeking to optimize their expenditure on large language model interactions while ensuring high performance and minimal added latency.