github-starred/awesome-llm-apps
2
0
Fork 0
mirror of https://github.com/Shubhamsaboo/awesome-llm-apps.git synced 2026-07-18 02:09:32 -05:00
Code Issues 136 Packages Projects Releases Wiki Activity

[PR #897] [CLOSED] Add Play Store Review Analyst — Multi-Provider LLM App Review Intelligence Agent #14060

New Issue
Closed
opened 2026-07-11 19:31:01 -05:00 by GiteaMirror · 0 comments
GiteaMirror commented 2026-07-11 19:31:01 -05:00
Owner
Copy Link

📋 Pull Request Information

Original PR: https://github.com/Shubhamsaboo/awesome-llm-apps/pull/897
Author: @abhiteshbhardwaj9319
Created: 6/23/2026
Status: ❌ Closed

Base: main ← Head: main

📝 Commits (2)

  • d7cf32d Add Play Store review analyst - LLM-powered trend analysis agent
  • a7ebf76 Added overview.md

📊 Changes

41 files changed (+8829 additions, -0 deletions)

View changed files

➕ advanced_ai_agents/play_store_review_analyst/LICENSE (+21 -0)
➕ advanced_ai_agents/play_store_review_analyst/Overview.md (+287 -0)
➕ advanced_ai_agents/play_store_review_analyst/README.md (+142 -0)
➕ advanced_ai_agents/play_store_review_analyst/api_key_tester/requirements.txt (+3 -0)
➕ advanced_ai_agents/play_store_review_analyst/api_key_tester/test_keys.py (+194 -0)
➕ advanced_ai_agents/play_store_review_analyst/assets/dashboard.png (+0 -0)
➕ advanced_ai_agents/play_store_review_analyst/assets/topic_distribution.png (+0 -0)
➕ advanced_ai_agents/play_store_review_analyst/assets/zepto_analysis.png (+0 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/agents/__init__.py (+3 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/agents/category_mapper.py (+87 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/agents/category_validator.py (+100 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/agents/orchestrator.py (+300 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/agents/review_classifier.py (+98 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/agents/structure_analyzer.py (+40 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/agents/taxonomy_builder.py (+196 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/agents/topic_extractor.py (+742 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/agents/trend_analyzer.py (+371 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/llm/__init__.py (+6 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/llm/claude_provider.py (+160 -0)
➕ advanced_ai_agents/play_store_review_analyst/backend/llm/gemini_provider.py (+122 -0)

...and 21 more files

📄 Description

Play Store Review Analyst

Scrapes Google Play Store reviews for any app, classifies them into topics using LLMs,
ranks issues by severity, detects trends over time, and outputs a web dashboard +
downloadable reports.

Built as a real-world agent: tested on Swiggy, Zepto, and Blinkit.

What it does

  • Scrapes reviews directly from Google Play (no API key needed for scraping)
  • Classifies reviews into topics via LLM with high recall
  • Ranks issues by severity: Critical / High / Medium / Low
  • Detects trends over configurable time windows
  • Generates downloadable Markdown + HTML reports from the dashboard

LLM providers supported

Groq · Gemini · OpenAI · Anthropic Claude · Ollama (local/offline)

Pick your provider in config/llm_config.yaml — no code changes required.

Stack

Python (FastAPI) + Vanilla JS — no framework dependencies.

Run in 3 commands

git clone https://github.com/abhiteshbhardwaj9319/agentic_ai_analyst.git
pip install -r requirements.txt
uvicorn backend.main:app --reload


---

<sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
## 📋 Pull Request Information **Original PR:** https://github.com/Shubhamsaboo/awesome-llm-apps/pull/897 **Author:** [@abhiteshbhardwaj9319](https://github.com/abhiteshbhardwaj9319) **Created:** 6/23/2026 **Status:** ❌ Closed **Base:** `main` ← **Head:** `main` --- ### 📝 Commits (2) - [`d7cf32d`](https://github.com/Shubhamsaboo/awesome-llm-apps/commit/d7cf32d1d139cc872f8f900814b9c701c2d80a40) Add Play Store review analyst - LLM-powered trend analysis agent - [`a7ebf76`](https://github.com/Shubhamsaboo/awesome-llm-apps/commit/a7ebf767f04450cea1911887db91e5371881baf5) Added overview.md ### 📊 Changes **41 files changed** (+8829 additions, -0 deletions) <details> <summary>View changed files</summary> ➕ `advanced_ai_agents/play_store_review_analyst/LICENSE` (+21 -0) ➕ `advanced_ai_agents/play_store_review_analyst/Overview.md` (+287 -0) ➕ `advanced_ai_agents/play_store_review_analyst/README.md` (+142 -0) ➕ `advanced_ai_agents/play_store_review_analyst/api_key_tester/requirements.txt` (+3 -0) ➕ `advanced_ai_agents/play_store_review_analyst/api_key_tester/test_keys.py` (+194 -0) ➕ `advanced_ai_agents/play_store_review_analyst/assets/dashboard.png` (+0 -0) ➕ `advanced_ai_agents/play_store_review_analyst/assets/topic_distribution.png` (+0 -0) ➕ `advanced_ai_agents/play_store_review_analyst/assets/zepto_analysis.png` (+0 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/agents/__init__.py` (+3 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/agents/category_mapper.py` (+87 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/agents/category_validator.py` (+100 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/agents/orchestrator.py` (+300 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/agents/review_classifier.py` (+98 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/agents/structure_analyzer.py` (+40 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/agents/taxonomy_builder.py` (+196 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/agents/topic_extractor.py` (+742 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/agents/trend_analyzer.py` (+371 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/llm/__init__.py` (+6 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/llm/claude_provider.py` (+160 -0) ➕ `advanced_ai_agents/play_store_review_analyst/backend/llm/gemini_provider.py` (+122 -0) _...and 21 more files_ </details> ### 📄 Description ## Play Store Review Analyst Scrapes Google Play Store reviews for any app, classifies them into topics using LLMs, ranks issues by severity, detects trends over time, and outputs a web dashboard + downloadable reports. Built as a real-world agent: tested on Swiggy, Zepto, and Blinkit. --- ### What it does - Scrapes reviews directly from Google Play (no API key needed for scraping) - Classifies reviews into topics via LLM with high recall - Ranks issues by severity: Critical / High / Medium / Low - Detects trends over configurable time windows - Generates downloadable Markdown + HTML reports from the dashboard ### LLM providers supported Groq · Gemini · OpenAI · Anthropic Claude · Ollama (local/offline) Pick your provider in `config/llm_config.yaml` — no code changes required. ### Stack Python (FastAPI) + Vanilla JS — no framework dependencies. --- ### Run in 3 commands ```bash git clone https://github.com/abhiteshbhardwaj9319/agentic_ai_analyst.git pip install -r requirements.txt uvicorn backend.main:app --reload --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
GiteaMirror added the pull-request label 2026-07-11 19:31:01 -05:00
Sign in to join this conversation.
No Branch/Tag Specified
Branches Tags
Labels
Clear labels
bug
pull-request
Mirrored from GitHub Pull Request
No Label pull-request
Milestone
No items
No Milestone
Projects
Clear projects
No project
Assignees
Clear assignees
GiteaMirror ninjasurge
No Assignees
1 Participants
Notifications
Due Date
No due date set.
Dependencies

No dependencies set.

Reference: github-starred/awesome-llm-apps#14060
Delete Branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?