You will get an AI text API endpoint that summarizes or classifies content instantly


Project details
You will get a working FastAPI endpoint that uses LLM APIs to process text automatically. Whether you need summarization, classification, sentiment analysis, or entity extraction, I build clean documented endpoints with environment-based API keys, test prompts, Docker support, and a full README. Perfect for adding AI features to your existing app or building a new AI-powered tool from scratch.
What's included
| Service Tiers |
Starter
$90
|
Standard
$175
|
Advanced
$300
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | - | - | - |
Source Code |
Frequently asked questions
About Anthony
Manufacturing Operations Expert & Full-Stack Developer Built ShiftStar
Evansville, United States - 8:57 am local time
That experience led me to build ShiftStar — a full-stack AI-powered shift intelligence platform with real-time OEE calculation, downtime event logging, multi-user authentication, trend analysis, and AI-generated shift handoff notes. It's live, deployed, and built with FastAPI, SQLite, JWT authentication, and the Anthropic Claude API.
I build practical tools that solve real operational problems. If you need a developer who understands your industry from the inside — not just the code — let's talk.
Skills: Python | FastAPI | SQLAlchemy | React | JavaScript | REST APIs | Data Analysis | Manufacturing Operations | OEE | SAP data processing
Steps for completing your project
After purchasing the project, send requirements so Anthony can start the project.
Delivery time starts when Anthony receives requirements from you.
Anthony works on your project following the steps below.
Revisions may occur after the delivery date.
Review & Plan
Review your text processing needs and confirm API structure and LLM provider
Build Endpoint
Build FastAPI endpoint with LLM integration, validation, and error handling