Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Alternatives to Consider

  • CivicPlus Recreation Management Reviews & Ratings
    Company Website
  • StackAI Reviews & Ratings
    42 Ratings
    Company Website
  • LM-Kit.NET Reviews & Ratings
    23 Ratings
    Company Website
  • OORT DataHub Reviews & Ratings
    13 Ratings
    Company Website
  • Vertex AI Reviews & Ratings
    783 Ratings
    Company Website
  • Google AI Studio Reviews & Ratings
    10 Ratings
    Company Website
  • Bookinglayer Reviews & Ratings
    131 Ratings
    Company Website
  • Jobma Reviews & Ratings
    264 Ratings
    Company Website
  • CLEAR Reviews & Ratings
    1 Rating
    Company Website
  • RunPod Reviews & Ratings
    180 Ratings
    Company Website

What is Instructor?

Instructor is a robust resource for developers aiming to extract structured data from natural language inputs through the use of Large Language Models (LLMs). By seamlessly integrating with Python's Pydantic library, it allows users to outline the expected output structures using type hints, which not only simplifies schema validation but also increases compatibility with various integrated development environments (IDEs). The platform supports a diverse array of LLM providers, including OpenAI, Anthropic, Litellm, and Cohere, providing users with numerous options for implementation. With customizable functionalities, users can create specific validators and personalize error messages, which significantly enhances the data validation process. Engineers from well-known platforms like Langflow trust Instructor for its reliability and efficiency in managing structured outputs generated by LLMs. Furthermore, the combination of Pydantic and type hints streamlines the schema validation and prompting processes, reducing the amount of effort and code developers need to invest while ensuring seamless integration with their IDEs. This versatility positions Instructor as an essential tool for developers eager to improve both their data extraction and validation workflows, ultimately leading to more efficient and effective development practices.

What is Codeflash?

Codeflash is a cutting-edge AI-powered solution that automatically identifies and implements performance improvements in Python code, revealing optimizations not only across entire projects but also within GitHub pull requests, which accelerates execution while maintaining a focus on ongoing feature development. Its simple installation and setup have led to impressive performance gains, as demonstrated by speed boosts like 298× for Langflow, 89× from converting lists to sets, 148% for LangChain, and 34% through optimized recursion management in Pydantic. Numerous engineering teams have come to rely on Codeflash, achieving significant milestones such as a 25% enhancement in object detection speed for Roboflow, boosting its throughput from 80 to 100 FPS, as well as many merged pull requests that resulted in speed improvements ranging from 2× to 55× in Albumentations. In addition, Codeflash guarantees a dependable merging process for optimized code, especially within the extensive 300M+ download codebase of Pydantic. This tool can easily fit into a GitHub Action workflow, detecting and resolving slow code before deployment while ensuring robust privacy and security through encrypted data management. Furthermore, its ability to adapt to various coding environments makes it a versatile choice for developers. Ultimately, Codeflash emerges as a vital resource for those aiming to enhance their code's efficiency without sacrificing security or functionality.

Media

Media

Integrations Supported

Langflow
PydanticAI
Python
Claude
Cohere
Elixir
GitHub
LangChain
OpenAI
PHP
Ruby
TypeScript

Integrations Supported

Langflow
PydanticAI
Python
Claude
Cohere
Elixir
GitHub
LangChain
OpenAI
PHP
Ruby
TypeScript

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$30 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Instructor

Company Website

useinstructor.com

Company Facts

Organization Name

Codeflash

Company Location

United States

Company Website

www.codeflash.ai/

Categories and Features

Categories and Features

Popular Alternatives

PydanticAI Reviews & Ratings

PydanticAI

Pydantic

Popular Alternatives

Charlie Reviews & Ratings

Charlie

Charlie Labs