promptfoo
rebuff
| promptfoo | rebuff | |
|---|---|---|
| 5 | 3 | |
| 328 | 958 | |
| - | 2.5% | |
| 10.0 | 8.9 | |
| 11 months ago | 2 months 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.
rebuff
What are some alternatives?
gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
gateway - A Blazing Fast AI Gateway. Route to 100+ LLMs with 1 fast & friendly API.
ChainForge - An open-source visual programming environment for battle-testing prompts to LLMs.
llm.report - 📊 llm.report is an open-source logging and analytics platform for OpenAI: Log your ChatGPT API requests, analyze costs, and improve your prompts.
Raycast-PromptLab - A Raycast extension for creating powerful, contextually-aware AI commands using placeholders, action scripts, selected files, and more.
shap-e - Generate 3D objects conditioned on text or images
sugarcane-ai - npm like package ecosystem for Prompts 🤖
OpenPipe - Turn expensive prompts into cheap fine-tuned models
plandex - AI driven development in your terminal. Designed for large, real-world tasks.
agenta - The all-in-one LLM developer platform: prompt management, evaluation, human feedback, and deployment all in one place.