AdityaPatange1/hashtag_utils

Build a dataset of posts and hashtags

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#1 opened on May 30, 2024

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good first issue

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Description

The LLM requires examples for generating hashtags accurately. We need some examples of posts along with their hashtags to train the LLM. This can be done via RAG or something else, deciding what approach to take is in the scope of this task. This task will most likely involve building a web scraper to download posts with their hashtags and constantly update the DB.

Contributor guide

Research direction
Explore building a web scraper to collect posts and hashtags from social media platforms or public APIs, then store the data in a database and structure it for LLM training.
Tech stack
python
Domain
datamachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
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.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonWeb Scraping
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70