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CogCache can save up to 50% on LLM costs for similar, recurring prompts by serving content from cache, eliminating the need to consume tokens on previously generated content. It also reduces your carbon footprint, making AI operations more sustainable.
Additionally, if you have the plan that provides you access to the Azure OpenAI LLMs then you will get additional cost reductions through the discounts we offer for those LLMs, starting at 5%.
How does CogCache improve performance?
CogCache accelerates response times by up to 100x with its two-tiered system that uses high-speed in-memory hashing and vector search to radically reduce latency and lower token rendering costs.
What
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CogCache uses Dynamic Constitutional AI to analyze and score cached content asynchronously, ensuring alignment and grounding of responses. It also has a self-healing mechanism to identify and mitigate misaligned responses automatically or with human approval.
What observability and control features are available?
CogCache provides a dashboard for teams to monitor the generative flow, set policies, and audit content with confidence. It offers complete transparency and auditability of all generated text, as well as the ability to edit , align, and correct cache entries.
How does CogCache handle temporally relevant content?
CogCache has a Temporal Relevance Tracking feature that can discern if a cached result might no longer be applicable based on its content and automatically refresh items as neededthe cache entries.
What flexibility does CogCache provide?
CogCache offers complete flexibility with no monthly commitments required. You can pay only for what you need with monthly and annual subscriptionssubscriptions.
How many flavours of CogCache are?
There are two flavours of CogCache:
CogCache with Caching only
You can purchase a caching only plan and you get all the benefits of CogCache, but without the LLMs. CogCache will require to bring your own Azure OpenAI deployment. In this case we have 3 dedicated plans where you can purchase bundled cache items.
CogCache with Caching and Azure OpenAI LLMs
This is the recommend way to purchase CogCache benefiting the additional cost reductions that goes with using our discounted Azure OpenAI PTU-level deployments. The charging happens for the number of generated tokens with better discounts as the usage within the month grows. In this case we have a single plan with no upfront commitment and you will only pay for what you use at the end of the month.
How quickly can I get started with CogCache?
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CogCache allows you to gain real-time insights, track key performance metrics, and view all logged requests for easy debugging with its full-stack LLM observability.
How does CogCache's asynchronous alignment scoring work?
CogCache operates asynchronously to provide continuous alignment assessment of cached content using Dynamic Constitutional AI principles, ensuring adherence to safety, relevance, and alignment standards without sacrificing performance.
What level of control does the CogCache Dashboard provide?
The CogCache Dashboard interface allows users to explore the cache , offers explainability of the AI's decision-making and alignment scores, and enables direct AI-assisted editing of stored responses for precise control.
How does CogCache handle AI governance and compliance?
CogCache's Dynamic Constitutional AI construct allows the cache to evolve and adapt to changing norms, standards, and governance requirements, with periodic updates based on Constitutional Amendments for various use cases and verticals.
What reporting and analytics features are available in CogCache?
The CogCache Copilot provides comprehensive reporting features with insights into cache usage and response quality, serving as crucial evaluative metrics for data-driven decision-making and system performance enhancements.
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