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Compressa Platform

Compressa Platform is a ready-made AI infrastructure with professional optimization that can be safely deployed on company servers. The platform replaces the need to use external APIs such as OpenAI, providing all necessary components for developing and scaling solutions based on generative AI.

Main Modules​

  • ETL: Extraction and chunking of data from documents for efficient search and LLM operation
  • LLM: Fast and cost-effective models with Russian language support and optimal quantization
  • Embeddings: Preparation of text data for semantic search, classification and clustering
  • Rerank: Improving search accuracy by identifying the most relevant results
  • TTS: Audio generation from text
  • ASR: Voice recognition
  • Fine-tuning: Improving model answer quality for specific business tasks

Compressa Advantages​

  • 🛠️ Ready-made toolkit for your server: you won't need to spend months and hire specialized ML engineers to create and maintain local infrastructure
  • 💻 Simple development: All interaction happens through API interfaces or native Python library for Langchain. LLM models support OpenAI-compatible API
  • ⚡ Professional optimization: 20-70x more tokens from 1 GPU, 2-10x higher generation speed for 1 request and significantly lower GPU costs

Help​

If you have questions or want to discuss your task with a team of ML experts — please contact us in the support Telegram chat.