PremAI Python SDK Quickstart: Complete Guide (2026)

PremAI's Python SDK offers a unique blend of ease of development and data privacy, allowing developers to maintain control over their data within their infrastructure while enjoying an OpenAI-like experience. The comprehensive guide walks users through various aspects of using the SDK, from basic installation to advanced implementations like chat completions, streaming, retrieval-augmented generation (RAG) with repositories, embeddings, fine-tuning, and integrations with LangChain and LlamaIndex. Unlike other AI SDKs, PremAI emphasizes data privacy by deploying on user infrastructure without retaining data post-inference, supports model portability, and provides a single API for over 50 models including Llama, Mistral, and GPT. The guide also highlights key changes in the 2026 SDK landscape, where major players like OpenAI and Anthropic have expanded their offerings, and it provides practical examples and best practices for using PremAI effectively in production environments.

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