arcolife/topic-model-mas

models topics via the autonolas Multi Agent System framework

• Topic-modelling AEA
  • Introduction
  • Creating an Agent
    • Setup
  • Add a skill
  • Fingerprinting packages and skills
  • Search local packages
  • External data-source
  • Testing
  • Frontend

Topic-modelling AEA

Introduction

This is a topic-modelling AEA that collects textual data from third party (external) data-source and lets the agents publish the agreed-upon top 3 topics from daily updates into a shared note-taking space.

Refs:

• AEA Quickstart doc.

Creating an Agent

Overview docs:

• https://docs.autonolas.network/quick_start/
• https://www.autonolas.network/academy/education-track

Setup

refs:

• https://open-aea.docs.autonolas.tech/development-setup/
• https://github.com/fetchai/agents-template

Install pre-requisites:

touch Pipfile && pipenv --python 3.10
pipenv install open-autonomy
pipenv shell

Initialize new agent

autonomy init --remote
cd packages
aea create topic_aggregator --remote --empty
aea search --local skills
# Searching for ""...
# No skills found.

Add a skill

aea scaffold skill topic_extractor

Fingerprinting packages and skills

aea fingerprint by-path packages/topic_aggregator/skills/topic_extractor 

refs:

• https://github.com/valory-xyz/ethlisbon/blob/master/Makefile

Search local packages

aea search --local skills
Searching for ""...
Skills found:

------------------------------
Public ID: valory/abstract_round_abci:0.1.0
Name: abstract_round_abci
Description: abstract round-based ABCI application
Author: valory
Version: 0.1.0
------------------------------
------------------------------
Public ID: arco/topic_extractor:0.1.0
Name: topic_extractor
Description: The scaffold skill is a scaffold for your own skill implementation.
Author: arco
Version: 0.1.0
------------------------------

External data-source

refs:

• https://github.com/valory-xyz/open-aea/tree/main/packages/fetchai/connections/http_client

Testing

refs:

• https://open-aea.docs.autonolas.tech/quickstart/#test-quickstart
• https://github.com/valory-xyz/open-autonomy/blob/main/tests/test_agents/test_hello_world.py

pipenv run pytest test.py

Frontend

You could drump up a frontend via React.

refs:

• https://github.com/valory-xyz/ethlisbon/tree/master/frontend