UA-EdgeTranslator
langkit
| UA-EdgeTranslator | langkit | |
|---|---|---|
| 1 | 5 | |
| 24 | 751 | |
| - | 4.8% | |
| 7.9 | 8.5 | |
| 14 days ago | 16 days ago | |
| C# | Jupyter Notebook | |
| MIT License | Apache License 2.0 |
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UA-EdgeTranslator
langkit
- FLaNK Stack Weekly 22 January 2024
- LangKit: An open-source toolkit for monitoring LLMs
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Ask HN: How are you improving your use of LLMs in production?
Would love to hear feedback and thoughts on how people approach monitoring in production in real world applications in general! It's an area that I think not enough people talk about when operating LLMs.
We spent a lot of time working with various companies with GenAI use cases before LLM was a thing and captured them in our library called LangKit - it's designed to be generic and pluggable into many different systems, including langchain: https://github.com/whylabs/langkit/. It's designed beyond prompt engineering and aims to provide automated ways to monitor LLM once deployed. Happy to answer any questions here!
- LangKit: An open-source toolkit for monitoring Language Learning Models (LLMs)
- LangKit: An open-source text metrics toolkit for monitoring LLM
What are some alternatives?
evals - Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
promptfoo - Test your prompts, agents, and RAGs. Use LLM evals to improve your app's quality and catch problems. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.
Mermaid - Edit, preview and share mermaid charts/diagrams. New implementation of the live editor.
fugue - A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.