phoenix
AI Observability & Evaluation (by Arize-ai)
EVAL
EVAL(Elastic Versatile Agent with Langchain) will execute all your requests. Just like an eval method! (by corca-ai)
| phoenix | EVAL | |
|---|---|---|
| 4 | 7 | |
| 2,730 | 864 | |
| 13.2% | 1.0% | |
| 9.9 | 7.2 | |
| 4 days ago | 12 months ago | |
| Jupyter Notebook | Python | |
| GNU General Public License v3.0 or later | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
phoenix
Posts with mentions or reviews of phoenix.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-15.
-
First 15 Open Source Advent projects
11. Phoenix by Arize AI | Github | tutorial
- Show HN: Phoenix OSS – Applying LLM Spans, Traces, and Evals for AI Insights
-
I'll build your AI app for you free of charge(Yes, there's a catch).
Happy to explain more. This package has a great umap visualization that helps explain the context, but building it off clusters established in batch is less useful than an event driven response.
- ML Observability in a Notebook
EVAL
Posts with mentions or reviews of EVAL.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-21.
- I'll build your AI app for you free of charge(Yes, there's a catch).
-
Fundamental LangChain Question
How you use it is up to you. There are hundreds of question answer clones with different data source adapters. Some projects that I found more interesting: https://github.com/GreyDGL/PentestGPT https://github.com/jina-ai/dev-gpt https://github.com/corca-ai/EVAL You can probably build something similar to smol developer with langchain too.
-
Hackathon Ideas? Gen AI
Look up langchain. Some example projects. https://github.com/corca-ai/EVAL https://github.com/jina-ai/dev-gpt https://github.com/GreyDGL/PentestGPT https://blog.langchain.dev/origin-web-browser/
-
What software development specializations are least likely or will be last to be automated by AI?
Not sure if you have stay updated with AI assisted coding or you are just confident because the last time you tried chatgpt it produced some wrong code. https://uizard.io/ https://github.com/corca-ai/EVAL https://www.deepmind.com/blog/competitive-programming-with-alphacode
-
Making a full-fledged web application with multiple files, just with the single prompt (Open source for you to try right now!)
You can see the repo here. https://github.com/corca-ai/EVAL
-
EVAL(Elastic Versatile Agent with Langchain) will execute all your requests. Just like an eval method!
We’re currently working on a chatbot named EVAL, which can write, compile, test, modify, or debug code using LangChain. Once a user asks something, it finds the answer through coding. It determines what it should do by itself, such as ‘write down some code’, ‘fix here’, ‘read this part of the code’, or ‘execute it in terminal’, just like real-life developers. All you have to do is just tell it what you want clearly. Let me show an example. I requested it to make a tool to scrap some articles about ChatGPT. In the first iteration, it decided to write crawling code in crawler.py . ``` INFO:EVAL:=============== Running ============= INFO:EVAL:Query: write a crawling tool in python which can scrap news about keyword ‘chat-gpt’, Files: []
What are some alternatives?
When comparing phoenix and EVAL you can also consider the following projects:
dev-gpt - Your Virtual Development Team
gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
OpenLLM - Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud.
developer - the first library to let you embed a developer agent in your own app!
MetaGPT - 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
dvclive - 📈 Log and track ML metrics, parameters, models with Git and/or DVC
aider - aider is AI pair programming in your terminal
dust - Amplify your team's potential with customizable and secure AI assistants.
PentestGPT - A GPT-empowered penetration testing tool