lida
roboagent
| lida | roboagent | |
|---|---|---|
| 6 | 2 | |
| 2,429 | 239 | |
| 4.4% | 4.6% | |
| 8.6 | 4.5 | |
| 25 days ago | about 1 month ago | |
| Jupyter Notebook | Python | |
| MIT License | - |
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lida
- Yes, Python and Matplotlib can make pretty charts
- 📈 Data-driven strategy automation w/ LIDA
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Automatic Generation of Visualizations and Infographics with LLMs
YOU MUST ALWAYS return code using the provided code template. DO NOT add notes or explanations." (https://github.com/microsoft/lida/blob/main/lida/components/...)
They prompted that things MUST be correct in their prompts and it reports any transformations it does to your data, it might give you some insight into its logic to test yourself against the data.
- FLaNK Stack Weekly for 21 August 2023
- LIDA – A library (and UI) for automatic generation of visualizations using LLMs
roboagent
- FLaNK Stack Weekly for 21 August 2023
-
RoboAgent: A universal agent with 12 Skills
This work (RoboAgent) is not a run of the mill result. It might look not as shiny as Boston Dynamic does the demos, but it's an actual improvement of what's possible.
One of the biggest issues with Robotics is that it's really hard to program the robots. The ability to set the tasks to the robot with a language brings the complexity down and makes it potentially accessible to regular people. We are not there yet, but RoboAgent is a fine step towards that direction.
Let's hope that the code will be released soon as promised at https://github.com/robopen/roboagent/. RoboAgent is much better than RT-1, and comparable to RT-2. But the latter is not open-source, and so has a limited usefulness in advancing the state of art (unfortunately).
Dismissing great results only because they don't have a video with $100k production budget is not what science is about.
What are some alternatives?
FLaNK-HuggingFace-BLOOM-LLM - https://huggingface.co/bigscience/bloom into NiFi
node-gtfs-realtime - Download GTFS-Realtime data as JSON. npx gtfs-realtime <url>
llama2-chatbot - LLaMA v2 Chatbot
poozle - A single API for product integrations
fin-llama - LLAMA specialized on finance
LLM-Training-Puzzles - What would you do with 1000 H100s...
ml-fastvit - This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023
ai-town - A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.
opendream - An extensible, easy-to-use, and portable diffusion web UI 👨🎨