Python development

Python services for APIs, AI and automation

FastAPI back ends, LLM-powered services with LangChain, and automation that connects your data to the rest of your platform.

What is Python used for, and how do we use it?

Python is the leading language for AI, data processing and automation, and a strong choice for APIs through frameworks such as FastAPI and Django. ImliStack uses Python for AI services built on LangChain and LLM APIs, FastAPI back ends, and data pipelines that sit alongside Node.js or other services.

What we build

Python solutions we deliver

01

FastAPI back ends

Typed, documented APIs with Pydantic validation.

02

LLM services

LangChain pipelines for summaries, extraction and insights.

03

AI agents and assistants

Tool-using agents and natural-language data access.

04

Data processing

Imports, transformations and scheduled jobs.

05

Web scraping and ingestion

Responsible collection of public data with parsing and storage.

06

Django applications

Admin-heavy apps and internal tools.

When it fits

Choose Python for

  • AI and LLM features
  • Data processing and automation
  • APIs where Python libraries do the heavy lifting
  • Services alongside an existing Node.js platform

Our Python toolkit

  • Python
  • FastAPI
  • Django
  • Pydantic
  • SQLAlchemy
  • Alembic
  • LangChain
  • OpenAI API
  • MongoDB (Motor)
  • PostgreSQL
  • Streamlit

Shipped with Python

A FastAPI and LangChain service generating AI insights for a tour-operator analytics platform, plus a FastAPI e-commerce API.

See the work

Dedicated developers

Hire a dedicated Python / AI developer

Add a senior Python / AI developer from ImliStack to your team — working in your repositories, backlog and stand-ups, with our founder accountable for quality.

  • Senior engineers only — no trainees learning on your project.
  • Full-time or part-time monthly engagements, terms agreed in writing.
  • Your tools and process — Git, Jira, Slack or whatever you use.
  • Time-zone overlap with the US, UK, Europe or Australia.
  • Technical oversight — code reviews and architecture guidance included.

FAQ

Python: common questions

Python or Node.js for our back end?

Node.js is excellent for real-time and integration-heavy APIs; Python is the better fit for AI and data work. Many of our platforms use both, with each service in the language that suits it.

Do you do data science and model training?

Our focus is applying hosted AI models and building the services around them, rather than research-grade model training.

Can we hire a dedicated Python / AI developer?

Yes. ImliStack provides dedicated Python / AI developers from its senior team on a monthly engagement, working in your tools and time-zone overlap, with founder-level technical oversight. Capacity and terms are confirmed in a written proposal.

Next step

Have a product to build or a system to fix?

Tell us what you are working on. You will get a considered reply from an engineer — with questions, a suggested approach or an honest “we are not the right fit”.