frugal

frugal on GitHub

Category: Open Source
Tags: open-source, AI, ML, vector-database

Description

frugal is an open-source platform designed to transform AI and ML operations by providing transparency, control, and cost optimization. It offers features related to cost and resource management for large language models (LLMs) and supports tasks involving vector databases.

Features

• Model agnostic functionality: Records unlimited requests from a variety of providers, including OpenAI, Cohere, Anthropic, and more.
• Model management: Tools to manage different AI/ML models.
• Alerting & notification: Set up predefined alerting policies based on error rate, thresholds, cost, and other metrics.
• Caching, custom rate limits, and retries: Improve efficiency and reliability of requests.
• Cost and latency tracking: Monitor costs and latencies by users, applications, and endpoints.
• (Planned) Intelligent caching and data retrieval: Advanced mechanisms for optimizing data access and storage.
• (Planned) Cost and resource optimization: Further tools for automated optimization of resource usage and expenses.

Pricing

frugal is open-source software and is available for free.

License

See the LICENSE file in the repository for details.