Punya.ai is a comprehensive platform designed to leverage the power of artificial intelligence for chatbot creation and management. It allows businesses to integrate custom data and enforce brand safety guardrails, ensuring accurate and reliable AI responses. The platform offers tools like LLM correctness testing, app analytics, and customer support, tailored to enhance user experience and operational efficiency.

AI Context Optimization provides a comprehensive toolkit for prompt engineers and developers to optimize context windows for generative AI. It leverages context relevance scoring to identify and retain critical information, executes automatic summarization to condense long histories, and enforces token budget management to avoid API limit breaches. Users can integrate it into chatbots, retrieval-augmented generation workflows, and memory systems. Configurable parameters let you adjust compression aggressiveness and relevance thresholds. By maintaining semantic coherence while discarding noise, it enhances response quality, lowers operational costs, and simplifies prompt engineering across diverse LLM providers.