You will get GraphRAG Legal Document Processing System


Project details
You will get a complete, production-ready GraphRAG system that goes beyond traditional vector search. This isn't just RAG - it's true graph-based retrieval with explicit knowledge graph construction, multi-hop reasoning, and full explainability.
With expertise in GraphRAG, knowledge graphs, and LLM integration (GrowthRune AI Research Scientist, 5.0-rated Upwork projects), I deliver systems that can trace every answer back to specific document sections. The system processes 400+ questions in under 60 minutes with parallel execution, generates Vancouver-style citations, and handles complex multi-document queries through graph traversal.
What sets this apart: Real graph construction (NetworkX), hybrid retrieval (graph + vector), agentic orchestration, and complete citation traceability. The work is 100% original code with comprehensive documentation, tests, and ready-to-deploy architecture. Perfect for legal document processing, knowledge management, or any domain requiring explainable AI with source attribution.
With expertise in GraphRAG, knowledge graphs, and LLM integration (GrowthRune AI Research Scientist, 5.0-rated Upwork projects), I deliver systems that can trace every answer back to specific document sections. The system processes 400+ questions in under 60 minutes with parallel execution, generates Vancouver-style citations, and handles complex multi-document queries through graph traversal.
What sets this apart: Real graph construction (NetworkX), hybrid retrieval (graph + vector), agentic orchestration, and complete citation traceability. The work is 100% original code with comprehensive documentation, tests, and ready-to-deploy architecture. Perfect for legal document processing, knowledge management, or any domain requiring explainable AI with source attribution.
AI Algorithms
Feedforward Neural Network, Large Language Model, Recurrent Neural Network, Transformer ModelAI Applications
Conversational AI, Machine Translation, Natural Language Generation, Natural Language Understanding, Sequence ModelingAI Development Language
PythonAI Tools
Hugging Face, PyTorch, TensorFlowAI Models
BERT, ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$2,000
|
Standard
$2,500
|
Advanced
$3,000
|
|---|---|---|---|
| Delivery Time | 1 day | 1 day | 1 day |
Number of Revisions | 4 | 5 | 4 |
AI Model Integration | - | - | - |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | |||
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | |||
Model Monitoring | - | - | - |
Model Testing & Optimization | |||
Model Tuning | - | - | - |
Natural Language Processing | |||
NLP Tokenization | |||
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | |||
Source Code |
Frequently asked questions
About Muhammad
Software Engineer
Lahore, Pakistan - 11:15 am local time
With a solid foundation in back-end development and API design, I ensure a deep understanding of software architecture principles, delivering efficient and scalable systems tailored to complex applications.
Beyond Python, my skills extend to cross-platform application development using Flutter for Android and iOS. I excel in product deployment and have a proven track record in creating DevOps pipelines to automate development, testing, building, and deployment processes.
Here's a snapshot of my skills:
☑️ Python: Django, Flask, Diffusers
☑️ Stable Diffusion: Diffusers, ComfyUI, A1111
☑️ APIs: Rest API, FastAPI
☑️ Machine Learning: Diffuser models, Generative AI, PyTorch, Oneflow
☑️ Cloud Services: AWS, GCP, MS Azure, DigitalOcean
☑️ Mobile Development: Flutter, Firebase
☑️ Other Tools: Docker, GitFlow, CI/CD, Agile Workflow
I am committed to delivering excellence and innovation in every project I undertake. Let's collaborate to transform your ideas into reality and elevate your software solutions to new heights.
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
Project Setup & Environment
Knowledge Graph Construction