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August 17, 2023

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Query Vary

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Enhancing prompts for language models

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Overview Discussion

Overview

Query Vary is a comprehensive test suite designed for developers working with large language models (LLMs). It provides tools to design, test, and refine prompts in a systematic manner.

By using Query Vary, developers can ensure the reliability of their prompts, reduce latency, and optimize costs.The tool aims to free up developers from the burden of maintaining testing tools, allowing them to focus on innovation.

It offers a professional testing suite to ensure brand integrity and agility, without the need for constant testing tool updates.Query Vary promises to save developers up to 30% of their time with its accelerated testing environment.

It streamlines the prompt engineering process, boosting productivity by 80% with its streamlined design interface. The tool also includes built-in safeguards to reduce the chance of application abuse by 50%.

It prioritizes security with advanced measures to mitigate the risks of unauthorized access.With Query Vary's structured testing infrastructure, developers can improve the quality of their LLM application outputs by 89%.

The platform enables extensive evaluation under diverse scenarios, resulting in high-precision performance.The tool is trusted by top companies and offers features such as the ability to compare different LLMs, track cost, latency, and quality metrics, version control for prompts, and the capability to embed fine-tuned LLMs straight into JavaScript.Query Vary offers flexible pricing plans for individual developers, scaling businesses, and large corporations, catering to different budget and need levels.

Releases

Query VaryInitial

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Initial release

July 23, 2023

Povindrakanth

wrote:

Initial release of Query Vary.

Povindrakanth

@povind

I am a founder Associate at Query Vary. Query Vary offers a complete test suite for Large Language Models. We are backed by Y Combinator

www.queryvary.com

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Pros and Cons

Pros

Comprehensive test suite

Tools for systematic prompt design

Reduces maintenance overhead

Professional testing suite

Accelerated testing environment

Up to 30% time save

80% productivity boost

In-built safeguards

Security prioritization

89% LLM output quality improvement

Respected by top companies

LLM comparison

Cost, latency, and quality tracking

Version control for prompts

Embed fine-tuned LLMs in JavaScript

Flexible pricing plans

Caters to individuals and corporations

Efficient prompt optimization

Performance stats

Track essential metrics

Difficult model fine-tuning

Safeguards against unauthorized access

Adaptable to different LLMs

Chain of Prompts Workflow

Document Embedding

User abuse prevention

Complex Embeddings

Hosted models

Role-based access

24/7 premium support

View 25 more pros

Cons

No offline availability

High pricing tiers

Can't customize interface

Dependent on user's API key

No multi-language support

Lacks backward compatibility

No integration with third-party platforms

Limited built-in safeguards

No individual test cases

No platform-specific optimization

View 5 more cons

Q&A

What is Query Vary?

Query Vary is a comprehensive test suite designed for developers working with large language models (LLMs). It aims to streamline the process of designing, testing, and refining prompts, reducing latency and optimizing costs while ensuring reliability. The tool provides a professional testing suite to safeguard brand integrity and agility and is designed to help developers save up to 30% of their time with its accelerated testing environment.

How does Query Vary help developers optimize their language models?

Query Vary aids developers in optimizing their language models by providing tools for prompt optimization. Users input the prompts they want to optimize, choose the model, and provide their API key. Query Vary then generates variations of the prompt and fetches the responses allowing developers to calibrate their prompts for an ideal balance between quality, latency, and cost.

What specific measures does Query Vary have in place for security?

Query Vary prioritizes security with advanced measures such as built-in safeguards designed to reduce the chance of application abuse by 50%. These security measures mitigate the risks of unauthorized access to ensure dedicated and secure usage of LLM applications.

Does Query Vary offer any service to control versioning of the prompts?

Yes, Query Vary does offer a version control service for prompts. This feature enables returning to working states of your prompts, helping you in refining and achieving the perfect prompt for your application.

What does Query Vary mean by 'extensive evaluation under diverse scenarios'?

Extensive evaluation under diverse scenarios refers to Query Vary's platform that allows for the testing of prompts under a multitude of different situations. This rigorous testing framework ensures that the LLM application outputs high-quality results consistently across varied scenarios.

What metrics can I track using Query Vary?

With Query Vary, you can efficiently track metrics such as cost, latency, and quality. This data allows for precise calibration of prompts delivering superior performance.

+ Show 14 more

Can I compare different LLMs using Query Vary?

Yes, Query Vary provides the ability to compare different LLMs. This feature ensures developers always use the most appropriate AI for their specific business needs.

How does Query Vary help reduce application abuse?

Query Vary reduces the chance of application abuse by 50% by integrating advanced security measures into its framework. These built-in safeguards are engineered to effectively mitigate the risks of unauthorized access.

Is it possible to embed fine-tuned LLMs straight into Javascript using Query Vary?

Yes, with Query Vary, you can embed fine-tuned LLMs straight into JavaScript. This feature greatly accelerates the development process allowing for the creation of sophisticated, AI-driven applications with ease.

What are the main features offered by Query Vary for prompt optimization?

Query Vary offers a range of key features for prompt optimization. Some of these include the ability to compare different LLMs, track important metrics such as cost, latency and quality, version control capabilities for prompts, and the option to directly embed fine-tuned LLMs into JavaScript.

How time-saving is the use of Query Vary for a developer?

Query Vary can save developers up to 30% of their time due to its accelerated testing environment. Additionally, its streamlined design interface can boost productivity by 80%, making the prompt engineering process highly efficient.

What price plans does Query Vary offer?

Query Vary offers a range of flexible pricing plans catering to different levels of need and budget. These include a Standard plan for individual developers at $99.00/ month, a Teams plan designed for scaling businesses at $1149.00/ month, and an Enterprise plan particularly suiting large corporations - pricing for which is ascertained upon contacting sales.

How can Query Vary accelerate the prompt testing process?

Query Vary accelerates the prompt testing process with its efficient testing environment. It swiftly evaluates the prompts to ensure their effectiveness, thereby, allowing developers to focus more on optimizing quality and less on time-consuming testing.

Can Query Vary help improve the quality of LLM application outputs?

Yes, Query Vary can significantly improve the quality of LLM application outputs. With its structured testing infrastructure, the quality of an application can be improved by up to 89%.

How does Query Vary ensure an ideal balance between quality, latency, and cost for superior prompt performance?

Query Vary's prompt optimizer helps maintain an ideal balance between quality, latency, and cost for superior prompt performance. By generating various prompt responses, it enables precise calibration of the prompts to ensure the best performance

What do existing users have to say about Query Vary?

Query Vary has garnered positive responses from its users. They find that the software reduces the stress of prompt evaluation, making the development process more efficient and successful. It has been hailed as user-friendly, and its capacity to enable quick template creation is lauded as a 'lifesaver'.

How can Query Vary help in managing customer expectations?

Query Vary aids in managing customer expectations by providing the ability to accurately track vital metrics including cost, latency, and quality. By clearly understanding the capabilities and limitations of the LLM application, developers can effectively manage and meet customer expectations.

Does Query Vary offer a free trial?

Yes, Query Vary offers a 7-day free trial for both its Standard and Teams pricing plans.

What kind of assistance can I expect from Query Vary's support team?

Query Vary provides support around the clock. Teams and Enterprise plan users have access to 24/7 premium and priority support respectively to assist them at any hour of the day.

Is Query Vary trusted by top companies?

Yes, Query Vary is trusted by top companies. It's frequently utilized as a tool to optimize LLMs and streamline the prompt engineering process.

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