Python
Python is the primary language for Detartech's AI and data-driven projects. We build high-performance async APIs with FastAPI, LLM integrations with LangChain and the OpenAI SDK, and machine learning pipelines with scikit-learn and PyTorch.
Features
- Async REST API with FastAPI
- LangChain & OpenAI SDK
- PyTorch & scikit-learn support
- Monolithic apps with Django
- Task queues with Celery
- Type validation with Pydantic
Use Cases
- LLM-based chatbots and assistants
- RAG systems and knowledge bases
- Data processing and ETL pipelines
- Machine learning model serving
- Automation and web scraping
Deep Dive
AI and Backend with Python
Python's simplicity and powerful library ecosystem make it a reliable choice for both rapid prototyping and production environments. Its dominance in data science and AI research, combined with recent growth in web backend development, has made full-stack Python projects a reality.
At Detartech we primarily use Python for AI solutions, data processing pipelines and LLM-based applications. We build type-safe async REST APIs with automatic OpenAPI documentation generation using FastAPI. With LangChain, LlamaIndex and Haystack frameworks, we design RAG (Retrieval-Augmented Generation) systems, vector database integrations and agent-based workflows.
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