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Compressa Platform Documentation

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 the necessary components for developing and scaling solutions based on generative AI.

Core Modules​

  • ETL: Extraction and chunking of data from documents for efficient search and LLM work
  • 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
  • Audio: Audio processing - solving text recognition and voice generation tasks
  • Ready-made RAG Module: Universal and accurate RAG engine developed by our team

Other modules can be added upon request

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 a native Python library for Langchain. LLM models support OpenAI-compatible API
  • ⚡ Professional optimization: 20-70x more tokens with 1 GPU, 2-10x higher generation speed for 1 request, and significantly lower GPU costs

Next Steps​

  • Go to Quick Start to create your first request
  • Explore the platform's capabilities with our guides

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.