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What is CogCache?
CogCache is a fully managed, state-of-the-art, in-memory, Enterprise-grade Azure OpenAI caching solution and an AI copilot for full transparency, safety, alignment & remediation.
What are the benefits of using CogCache?
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Boost performance: Experience lightning-fast, predictable performance with response times accelerated by up to 200x, ensuring smooth and efficient operations of your LLMs via Cognitive Caching.
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Reduce Costs and Carbon Footprint: Save on LLM costs with our reserved capacity and cut your carbon footprint by over 50%, making your AI operations more sustainable and cost-effective.
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Transparency: Provides visibility into all the LLM generations transforming operations from a black box to a glass box.
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an optimized edge caching solution for the Generative Web that provides the most cost-effective, high-performance way to access Azure OpenAI with no capacity limits.
How does CogCache reduce costs?
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.
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 alignment and safety features does CogCache offer?
CogCache uses Dynamic Constitutional AI to analyze and score cached content asynchronously, ensuring alignment and grounding of responses
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Full-stack LLM Observability: Gain real-time insights, track performance key metrics and view all the logged requests for easy debugging. (coming soon)
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. 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 needed.
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 subscriptions.
How quickly can I get started with CogCache?
Self onboarding is as simple as providing You can get started with CogCache in minutes by simply pointing your Azure OpenAI API key. Switch your code endpoints to your CogCache with the supplied key and that’s it. Your implementation doesn’t change but is faster, safer and more cost-effective.
Is CogCache secure? Is it ethical to use and deploy?
Yes, CogCache is secure and ethical for your use. All the data and content that flows through CogCache are stored on Azure cloud servers with encryption and security protocolscalls to your CogCache instance. No code changes or implementation resources are needed.
What kind of throughput can I expect with CogCache?
CogCache ensures throughput is always available at low latency with reserved processing capacity, whether used or not.
How does CogCache's intelligent cache retrieval work?
CogCache uses a two-tiered process with a high-performance in-memory hashing mechanism for fast exact matches, and vector-based semantic search to find semantically similar items, optimizing performance and cache recall.
What insights can I gain from CogCache's observability features?
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.
How do I get in touch with support questions or inquiries?
You can contact us anytime through our support website. We are always happy to hear from you, and will do our best to help you with any questions or issues you may have.
What is the pricing for CogCache?
Pricing for use of CogCache is competitive within its market. For a full breakdown, see the CogCache listing on the Azure marketplace here.
What LLMs do you currently support?
We currently support all the LLMs from OpenAI, but only if they are deployed through Azure. We don't support proxying LLMs directly from OpenAI.