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You will get an agentic n8n pipeline for LLM invoice extraction
Rising Talent
Rising Talent
Project details
Stop wasting hours manually typing data from B2B PDFs and receipts into spreadsheets. Manual data entry is slow, highly prone to errors, and costs your business valuable time and money. I will build an agentic, automated n8n workflow to extract critical information from your RAG documents instantly.
This isn't just basic rule-based OCR. Using fast Groq LLMs and LangGraph frameworks like n8n, I build dynamic, agentic systems that actually "read" and understand your documents, adapting to different layouts and formats without breaking.
What you get:
Automated n8n Ingestion: The system automatically fetches new invoices from your email, webhooks, or cloud storage.
Groq RAG Extraction: AI extracts precise fields (Totals, Line Items, Dates, Vendor Info) regardless of the template structure.
LangGraph Validation: Built-in logic checks to ensure high accuracy.
Seamless CRM Syncing: Extracted data is automatically pushed to your CRM, database, or spreadsheet in real-time.
Whether you process 50 or 5,000 documents a month, this n8n pipeline will scale with your business, eliminate human error, and free up your team for high-value tasks. Let's automate your RAG paperwork today.
This isn't just basic rule-based OCR. Using fast Groq LLMs and LangGraph frameworks like n8n, I build dynamic, agentic systems that actually "read" and understand your documents, adapting to different layouts and formats without breaking.
What you get:
Automated n8n Ingestion: The system automatically fetches new invoices from your email, webhooks, or cloud storage.
Groq RAG Extraction: AI extracts precise fields (Totals, Line Items, Dates, Vendor Info) regardless of the template structure.
LangGraph Validation: Built-in logic checks to ensure high accuracy.
Seamless CRM Syncing: Extracted data is automatically pushed to your CRM, database, or spreadsheet in real-time.
Whether you process 50 or 5,000 documents a month, this n8n pipeline will scale with your business, eliminate human error, and free up your team for high-value tasks. Let's automate your RAG paperwork today.
AI Algorithms
Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI Text-to-Speech, Natural Language Generation, Sentiment Analysis, Speech Synthesis, Text RecognitionAI Development Language
PythonAI Tools
Gradio, Hugging Face, PyTorch, Streamlit, TensorFlowAI Models
ChatGPT, GPT-4, LLaMA, WhisperWhat's included
| Service Tiers |
Starter
$200
|
Standard
$500
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 12 days |
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
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ZM
Zainab M.
Dec 26, 2025
Experienced in Agentic AI Systems
It was great working with Muhammad. He is knowledgeable and accommodating, and I would recommend him for future projects.
About Muhammad Ali
AI Automation Developer Make n8n Zapier GHL Expert
Islamabad, Pakistan - 2:00 pm local time
🛑 Go ahead and keep scrolling, your competitors will thank you. Let them be the ones to stop building "dumb" workflows.
🎁 Guarantee: 100% transparency on ROI. If an intelligent system won't save you time or multiply your revenue, I won't build it. 🤝
⚡ So, if you're still reading, here is how we fix the mess:
Stop doing things by hand: I use tools like n8n, Make, and Zapier to automate your slow, repetitive daily tasks.
Build smart digital workers: I use custom Python scripts to create AI agents that don't just follow basic rules, they actually think, make decisions, and do the heavy lifting for you.
Turn AI into profit: I take basic AI models and upgrade them into advanced, multi-agent systems that scale your operations and directly drive revenue.
🛠️ What I Build
🧠 1. Agentic AI & Intelligent Backends
🚫 The Headache: Basic chat setups that lack context and can't execute real-world tasks.
✨ The Fix: Stateful, autonomous systems. I move beyond simple bots to build AI that can remember context, make decisions, and execute tasks via robust API Integration.
🎯 The Proof: Built a multi-agent automated client acquisition engine for US-based service niches (HVAC, real estate) that seamlessly handles sourcing, scraping, and highly personalized outreach.
🏆 The Payoff: Complete alignment with the 2026 shift toward AI Agents, moving your business from simple "chat" to autonomous "action."
⚙️ 2. End-to-End Enterprise Automation
⏳ The Headache: Manual data entry, scattered operational tools, and expensive "per-task" scaling costs.
🔌 The Fix: Custom Webhooks, API Integration, and Self-Hosted n8n Setup. I wrap your AI logic in responsive, scalable workflows designed to handle complex data efficiently.
🏗️ The Proof: Architected an Automated Client Onboarding System and GHL Funnel Automation that syncs entire operational ecosystems without human intervention.
🚀 The Payoff: Operations run hands-free. You stop managing tasks and start managing outcomes.
🕸️ 3. High-Performance Data Extraction
🐌 The Headache: Slow, crash-prone data gathering that bottlenecks your lead generation.
⚡ The Fix: Scraping engines built to handle massive data enrichment without failing.
📊 The Proof: Engineered robust Web Scraping (BeautifulSoup / Playwright / Selenium) pipelines coupled with precise JSON Data Parsing and Database Synchronization for real-time market intelligence.
🏎️ The Payoff: Speed is non-negotiable. You get an uninterrupted, high-speed data flow that scales alongside your enterprise.
📦 Every Delivery Includes
✅ Crystal-Clear Blueprints.
✅ Enterprise-Grade Code.
✅ The Manual
✅ The "Sleep at Night" Guarantee
💻 Tech Stack & Core Services
🤖 AI & Agents: Agentic AI systems, Multi-Agent System Development, Custom GPT Developer, Flowise Developer, RAG Pipeline Development, OpenAI API, LangChain, LangGraph.
🔄 Automation: n8n Developer, Make com Expert, Zapier Expert, Custom Webhook Developer, API Integration Specialist, CRM Workflow Automation.
🗄️ Data & Scripting: Python Automation Scripts, Custom JavaScript, Web Scraping (BeautifulSoup / Playwright / Selenium), JSON Data Parsing, Database Synchronization.
🏢 Operations & Ecosystems: Airtable Architect, GHL Funnel Automation, Automated Client Onboarding System, Intelligent Document Processing.
📩 Let’s discuss how we can automate your growth using AI Agents.
AI Agents engineer, n8n workflows, AI automation developer, lead generation automation, custom AI software, AI voice agent, Make expert, Autonomous AI agents, AI internal tools, Zapier automation, LangChain developer, CRM automation, AI agent orchestration, LiveKit developer, AI integration expert, operations automation, Claude Code developer, n8n consultant, AI chatbot developer, workflow automation specialist, multi-agent systems, HubSpot automation, n8n automation, AI MVP developer, AI automation expert, LangChain developer, marketing automation, AI dashboard developer, Retell AI developer, agentic AI systems, automation engineer, GHL developer, Make automation, Claude API developer, business process automation, Python AI agents, Vapi developer, agentic AI developer, AI workflow automation, n8n expert, AI consultant, sales automation, AI receptionist, OpenAI developer, Claude Code expert, n8n developer, GoHighLevel expert, AI SaaS developer, AI app developer, Pipedrive automation, AI agent expert, MCP server developer, AI product developer, voice AI developer, AI implementation
Steps for completing your project
After purchasing the project, send requirements so Muhammad Ali can start the project.
Delivery time starts when Muhammad Ali receives requirements from you.
Muhammad Ali works on your project following the steps below.
Revisions may occur after the delivery date.
n8n LLM RAG Architecture & AI Setup
I will review your sample PDFs to determine the best Groq AI model for RAG extraction. We will map the n8n pipeline, tracking the data flow from initial file ingestion to the final LangGraph database destination.
LangGraph AI Agent & Groq RAG Logic
I will build the core n8n extraction logic. Using LangGraph and fast Groq LLMs, the system will intelligently identify and pull your RAG data fields, accurately parsing the info even if the document layouts vary.