RobotecAI/rai

Artifact Database

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#164 opened on Aug 28, 2024

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 (1 comment) (1 reaction) (1 assignee)Python (73 forks)auto 404
enhancementgood first issue

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Description

Feature RAI uses an artifact database for saving artifacts such as images, audios, videos etc. returned by ToolCalls.

Current solution Currently, a simple pickle file is used, which creates a bunch of problems due to tool calling concurrency (concurrent io ops). https://github.com/RobotecAI/rai/blob/99ff0a9774ab4f4376a3d7a991fb51518851f001/src/rai/rai/agents/state_based.py#L84-L100 Better alternative An alternative would be to use a database like redis with a fallback method if the server is not accessible.

Contributor guide

Research direction
Examine the current pickle based artifact storage in the linked code and implement a Redis based solution with a fallback to file storage when Redis is not available.
Tech stack
python
Domain
backenddatabase
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
GitPython
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65