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The no-code platform that converts your files into perfectly chunked, embedded, and indexed data—ready for your AI applications.
PDFs, DOCX, TXT, CSV, HTML, Markdown—upload any format
Optimized chunks with embeddings, ready for vector databases
Click any capability to learn more about how Sanera.ai processes your data
Our streamlined pipeline handles the complexity of data transformation, from raw files to production-ready vectors—so you can focus on building your AI applications.
Upload your raw documents in any format—PDF, DOCX, TXT, CSV, HTML, or Markdown. Our intelligent parser extracts clean text while preserving document structure and metadata.
Choose from multiple chunking strategies optimized for different use cases. Character-based for speed, token-based for LLM compatibility, semantic for meaning preservation, or structural for document hierarchy.
Generate high-quality embeddings using your preferred provider—OpenAI, Azure OpenAI, or local models. Built-in caching ensures efficient processing at scale.
Real-time quality metrics help you optimize your chunking strategy. Compare different approaches side-by-side and iterate until you achieve the perfect configuration.
Export to JSONL, CSV, or Parquet files, or push directly to your vector database. Support for Pinecone, Weaviate, Qdrant, Milvus, Chroma, and Elasticsearch.
Built on battle-tested technologies for scale and reliability
Join the future of intelligent data transformation. Get in touch to learn more.
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