promptfoo
sugarcane-ai
promptfoo | sugarcane-ai | |
---|---|---|
5 | 1 | |
328 | 46 | |
- | - | |
10.0 | 9.6 | |
11 months ago | 5 days ago | |
TypeScript | TypeScript | |
MIT License | Apache License 2.0 |
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promptfoo
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Ollama v0.1.33 with Llama 3, Phi 3, and Qwen 110B
Jumping in because I'm a big believer in (1) local LLMs, and (2) evals specific to individual use cases.
[0] https://github.com/typpo/promptfoo
- Meta Llama 3
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Launch HN: Talc AI (YC S23) – Test Sets for AI
Congrats on the launch!
I've been interested in automatic testset generation because I find that the chore of writing tests is one of the reasons people shy away from evals. Recently landed eval testset generation for promptfoo (https://github.com/typpo/promptfoo), but it is non-RAG so more simplistic than your implementation.
Was also eyeballing this paper https://arxiv.org/abs/2401.03038, which outlines a method for generating asserts from prompt version history that may also be useful for these eval tools.
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GPT-Prompt-Engineer
Thanks for the promptfoo mention. For anyone else who might prefer deterministic, programmatic evaluation of LLM outputs, I've been building promptfoo: https://github.com/typpo/promptfoo
Example asserts include basic string checks, regex, is-json, cosine similarity, etc.
sugarcane-ai
What are some alternatives?
rebuff - LLM Prompt Injection Detector
gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
OpenPipe - Turn expensive prompts into cheap fine-tuned models
ChainForge - An open-source visual programming environment for battle-testing prompts to LLMs.
prompting - A batteries-included, model-agnostic prompt engineering library for Node.js and TypeScript.
gateway - A Blazing Fast AI Gateway. Route to 100+ LLMs with 1 fast & friendly API.
agenta - The all-in-one LLM developer platform: prompt management, evaluation, human feedback, and deployment all in one place.
shap-e - Generate 3D objects conditioned on text or images
cloudflare-for-speed-and-security - Scale faster and save big with the global edge cloud platform - https://kerkour.com/cloudflare-for-speed-and-security
plandex - AI driven development in your terminal. Designed for large, real-world tasks.
gpt-prompt-engineer