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Keywords AI

LLM observability, prompt management, evals.

Keywords AI is used by 40+ fastest growing YC startups to ship reliable AI features really fast. Monitor and debug: - Request logging with full text search to monitor AI in prod - LLM agent tracing to debug workflows with ease - Metrics dashboard to understand usage, cost, latency, and get product growth metrics - User analytics to learn how every user is using your product Build and iterate: - Collaborative prompt management - Playground for 350+ models - Model gateway with OpenAI/Anthropic API interface - Eval & experiments
Jobs at Keywords AI
San Francisco, CA, US
$30K - $50K
Any
Keywords AI
Founded:2023
Team Size:4
Status:
Active
Location:San Francisco
Group Partner:Harj Taggar
Active Founders

Andy Li, Founder

CEO @ Keywords AI, the platform to do prompt engineering, observability, and evaluations for AI software. Helping startups ship reliable AI features to prod, debug, and iterate really fast. Previous @ UIUC (dropped out) & Apple Product Design

Raymond Huang, Founder

CTO @ Keywords AI, the platform to do prompt engineering, observability, and evaluations for AI software. Helping startups ship reliable AI features to prod, debug, and iterate really fast.
Raymond Huang
Raymond Huang
Keywords AI
Company Launches
Keywords AI - Unified DevOps platform to build AI applications
See original launch post ›

‼️ The Problem

LLM developers face many challenges that hinder the ability to quickly build and scale high-quality products that people love:

  • Time-consuming infrastructure setup and maintenance for deploying and scaling LLM applications

  • Difficulty collaborating on prompt engineering and evaluating models for specific use cases

  • Challenges monitoring and ensuring consistent performance in production for optimal user experience

  • Tedious process of creating datasets for fine-tuning and iteratively improving output quality

🌟 Our Solution

Keywords AI is built for developers. It has every feature needed to build, deploy, and scale LLM applications:

Infrastructure and Deployment

  • OpenAI-compatible integration with 2 lines of code

  • Supports 100+ LLMs with built-in load balancing, error handling, and dynamic routing

Model Playground

  • Interactive playground for comparing prompts and A/B testing different models

  • Find the best LLM for your use case through experimentation and evaluation

Prompt Management

  • Intuitive prompt management system for versioning and deploying prompts

  • Collaborative workspace for teams to share and iterate on prompts

Request Logging

  • Request logs for tracing and debugging user-model interactions

  • Automated output evaluation for detecting hallucination and other quality issues

Performance Evaluations

  • Comprehensive evaluations to compare model performance with customized metrics

  • Monitor response quality over time to build product confidence

Usage Dashboard

  • Real-time monitoring of model performance and user analytics

  • Comprehensive overview of product usage trends and user behavior

User Analytics

  • Track growth, retention, and unit economics with detailed usage analytics

  • Sentiment analysis and topic/intent classification for user insights

Data Curation and Fine-Tuning

  • Easily collect and curate production golden dataset for model optimization

  • One-click model fine-tuning for improved performance and cost savings

🤠 The Team

Andy and Raymond both studied mechanical engineering at UIUC and have been best friends since college.

Andy took a gap year to work as a product design engineer at Apple after freshman year, where he designed parts for the next-gen & next-next-next-gen AirPods. He dropped out after realizing his dream job wasn’t that fun.

Raymond is so good at learning things. He graduated with the highest honor in just three years and self-mastered software engineering within a year. He dropped his robotics PhD offers from top schools.

We’ve worked on a bunch of very bad ideas together in the past year. Now we think we've stumbled upon a good one :)

🔥 Keywords AI is available today!

team@keywordsai.co

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Selected answers from Keywords AI's original YC application for the W24 Batch

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API Bartender for LLMs