Transform documents into intelligent, queryable knowledge bases with AI-powered semantic chunking and memory management.
Advanced semantic processing that understands your documents like never before
Advanced AI-powered analysis that understands document structure, context, and meaning for superior content extraction.
Creates meaningful segments that preserve context, generate summaries, and optimize for retrieval and comprehension.
Sophisticated memory system that maintains conversation context and builds understanding across interactions.
RESTful endpoints with type safety, comprehensive error handling, and production-ready scalability.
Chainlit-powered chat interface for real-time document Q&A with memory integration and source citations.
Containerized deployment for both core API and playground with multi-service orchestration support.
Extensively tested against popular document processing libraries
100 test questions across various document types
Get up and running with Kallia in minutes
pip install kalliacd kallia/core
docker-compose up -dfrom kallia_core.documents import Documents
# Convert document to markdown
markdown_content = Documents.to_markdown(
source="document.pdf",
page_number=1,
temperature=0.7,
max_tokens=4000
)Join developers who are building the next generation of intelligent document processing applications.