UMass-Rescue / UMass-Rescue/RescueBox

Plugin agentic-ai app to run images thru multi modal model

Open
#68 0 comments 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

complex hackathon
Dominant language
Python
Stars
6
Forks
15
Avg merge
14h 42m
Merged PRs (30d)
7

Description

agentic ai examples

scenario: hey rescuebox can you take these images and find me details about teenagers with details
steps would involve a workflow :

  1. first pick from existing plugins a scan of images to get a caption or find images with faces
  2. second from this filtered list of images , run thru another plugin to detect age like teenagers
  3. third from this subset run thru image summarize plugin to get details about the images

these 3 plugins are selected and sequenced by an agentic-ai app-plugin the goal of this effort in rescuebox

this can become complex and have dependencies on other features like pipeline capability
pipeline

Learn from chatgpt about these four levels of Agent maturity including (1) large language model (LLM)-powered information retrieval agents, (2) single-task agentic workflows, (3) cross-system agentic workflow orchestration, and (4) multi-agent constellations. Specific to this issue level 2 and 3 is the focus.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the linked agentic AI examples and the pipeline issue (#56), then identify how existing plugins are selected and sequenced. The intended result is a workflow that filters images, detects teenagers, and summarizes the resulting subset, but the issue does not name implementation files or tests.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
ai
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.