AI Dev Impact Lab JA
← Rankings · AI-RELATED REPO

arshad234567/Hybrid-Healthcare-Retrieval-System-with-Qdrant-QQL-Neo4j-and-GLiNER2

I Build a Healthcare retrieval system using GLiNER2, Neo4j, Qdrant, and QQL to convert doctor–patient conversations into structured medical intelligence. Implemented healthcare entity and relation extraction, constructed a knowledge graph, and enabled hybrid semantic and graph-based retrieval for efficient healthcare data search and analysis.

Jupyter Notebook GitHub ↗ site ↗
★ 1
stars
25
AI relevance
55
solo dev
0
tool sigs

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🤖 LLM models (1)
o4
💾 Databases (1)
Neo4j
🌐 Web frameworks (2)
FastAPI React

GitHub Topics

#entity-extraction #gliner2 #graph-rag #huggingface #knowledge-graph-embeddings #neo4j #python #qdrant-vector-database #fastapi #reactjs

Language breakdown (by bytes)

CSS
0.5%
HTML
0.1%
Python
11.6%
JavaScript
1.6%
Jupyter Notebook
86.2%

Why this is classified AI-related

The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology

Repository name no match
Description no match
GitHub topics +25 matched: rag
README head no match (derived from the score — README text is not stored)

Total AI relevance score: 25 / 100

Position among AI repos in the same language

We track 963 Jupyter Notebook repos, of which 712 score 40 or above on AI relevance. 22 have more stars than this one (top 2.4%), and 843 score higher (top 87.6%).

Owner

Account
arshad234567
Type
User
Followers
10

Dates

Created on GitHub 2026-05-23
Last push 2026-07-12
First seen here 2026-05-23
Last fetched 2026-08-08 18:20

Similar repos (same language)

KowshiqKatta/Generative-AI

Hands-on Generative AI: 15 RAG modules from document loaders to guardrails, plus Papeer — a research paper assistant with citations and claim verification. Also LangGraph workflows and LangSmith tracing.

Jupyter Notebook 7 AI 80
montevive/agentic-ai-course

Hands-on course on agentic AI and multi-agent systems - Fundacion AI Granada (July 2026)

Jupyter Notebook 6 AI 75
entbappy/AgentWriter-AI
Jupyter Notebook 5 AI 50
udityamerit/Complete-Generative-AI-With-Langchain-and-Huggingface

This course is designed to take you from the basics to advanced concepts, providing hands-on experience in building, deploying, and optimizing AI models using Langchain and Huggingface. Perfect for AI enthusiasts, developers, and professionals

Jupyter Notebook 4 AI 100
hammadhafee55/AI-Credit-Risk-Scoring-System-A-Multi-Model-Machine-Learning-Approach-for-Loan-Default-Prediction

An AI-powered machine learning system that predicts loan default risk and classifies applicants as safe or risky using multiple ML algorithms.

Jupyter Notebook 4 AI 75
harrrshall/numpygrad

GPT-2 train from scratch in pure NumPy, verified against PyTorch. I have written a blog explaining all the math. Check out the website.https://x.com/HarshalsinghCN/status/2055154124535287829?s=20

Jupyter Notebook 3 AI 45
alexbl1986/The-AI-Engineering-Certification-v1.0
Jupyter Notebook 3 AI 50
devanshi14malhotra/ClinIQ-AI

Explainable, retrieval-based medical question answering chatbot built on NIH-sourced data

Jupyter Notebook 3 AI 100