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Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Description

Hermetiq serves as the pivotal control layer within the agentic build stack, positioned above components such as Bazel, remote caching, remote build execution (RBE), continuous integration (CI), and cost telemetry, effectively transforming rapid code modifications into consistent build and testing outcomes, diagnostic insights, and validated solutions. It processes various inputs including Bazel Build Event Protocol (BEP) notifications, action cache hit and miss data, finished remote tasks, OpenTelemetry metrics, logs, traces, and cloud expenditure information, subsequently converting these inputs into actionable recommendations for build optimization, thorough root-cause assessments, anomaly detection, and clear cost attribution. By utilizing Hermetiq, engineers can meticulously trace the specific target, test, action, input, or environmental variations responsible for a failed build, allowing for detailed comparisons of action keys, command lines, declared inputs, platforms, and cache behaviors that elucidate misses. Furthermore, it enables the isolation of factors such as queue wait times, worker saturation, data transfer durations, execution periods, and scheduling challenges in remote execution environments, ensuring a comprehensive understanding of the build process. Ultimately, Hermetiq enhances the efficiency and reliability of the build and testing cycle for developers.

Description

LMCache is an innovative open-source Knowledge Delivery Network (KDN) that functions as a caching layer for serving large language models, enhancing inference speeds by allowing the reuse of key-value (KV) caches during repeated or overlapping calculations. This system facilitates rapid prompt caching, enabling LLMs to "prefill" recurring text just once, subsequently reusing those saved KV caches in various positions across different serving instances. By implementing this method, the time required to generate the first token is minimized, GPU cycles are conserved, and throughput is improved, particularly in contexts like multi-round question answering and retrieval-augmented generation. Additionally, LMCache offers features such as KV cache offloading, which allows caches to be moved from GPU to CPU or disk, enables cache sharing among instances, and supports disaggregated prefill to optimize resource efficiency. It works seamlessly with inference engines like vLLM and TGI, and is designed to accommodate compressed storage formats, blending techniques for cache merging, and a variety of backend storage solutions. Overall, the architecture of LMCache is geared toward maximizing performance and efficiency in language model inference applications.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Bazel Yes 
OpenTelemetry Yes 

Integrations

Bazel No 
OpenTelemetry No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Hermetiq

Founded

2025

Country

United States

Website

www.hermetiq.com

Vendor Details

Company Name

LMCache

Country

United States

Website

lmcache.ai/

Product Features

Build Automation

Automated Testing No 
Build Cache No 
Build Management Tools No 
Build Metrics No 
Change Only Compiling No 
Debugging Tools No 
Dependency Management No 
IDE Compatibility No 
Parallel Testing No 
Plugin Library No 
Source Code Management No 
Version Conflict Resolution No 

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