Adala
Adala: Autonomous DAta (Labeling) Agent framework (by HumanSignal)
micro-gpt
MiniAGI is a minimal general-purpose autonomous agent based on GPT-3.5 / GPT-4. Can analyze stock prices, perform network security tests, create art, and order pizza. [Moved to: https://github.com/muellerberndt/mini-agi] (by muellerberndt)
Adala | micro-gpt | |
---|---|---|
5 | 2 | |
748 | 2,230 | |
8.7% | - | |
9.1 | 10.0 | |
about 17 hours ago | 12 months ago | |
Python | Python | |
Apache License 2.0 | 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.
Adala
Posts with mentions or reviews of Adala.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-29.
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Ask HN: Are you using a GPT to prompt-engineer another GPT?
We recently open sourced an agent framework [1] for automating data processing and labeling where the prompt is refined trough iterations (i.e. automatic prompt tuning). We tested it on the Math reasoning dataset GSM8k and where able to improve the baseline accuracy (GPT4) by 45% -> 74% using 25 labeled examples (I'll put the notebook and blog post linked below [2][3]). Results are definitively very interesting, if not surprising with some skills, and we see more and more of our open source users and customers showing interested in the framework for automating labeling / having it as a data processing / labeling copilot.
[1] https://github.com/HumanSignal/Adala
[2] https://github.com/HumanSignal/Adala/blob/master/examples/gs...
[3] https://labelstud.io/blog/mastering-math-reasoning-with-adal...
- Adala: Autonomous Data Agent Framework
- Show HN: Adala framework – Applying LLM skills to various data processing tasks
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Adala: Reliable Open Source Agent Framework for Data Processing
We have just open sourced Adala - a robust framework for implementing agents that specialize in advanced data processing tasks, starting with data labeling and generation.
- Show HN: Adala – Autonomous Data (Labeling) Agent
micro-gpt
Posts with mentions or reviews of micro-gpt.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-08.
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What are the best AI tools you've ACTUALLY used?
Micro GPT by Muellerberndt on GitHub
What are some alternatives?
When comparing Adala and micro-gpt you can also consider the following projects:
langroid - Harness LLMs with Multi-Agent Programming
AgentGPT - 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.