Document Ingestion Python Packages

haiku-rag-slim

Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server

haiku-rag

Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server

ingestlib

Self-hosted document intelligence for RAG — parse, classify, split, and extract from PDF/DOCX/PPTX and images: searchable, cited, retrieval-ready chunks and schema-driven extraction

aksharamd

LLM document ingestion pipeline with AI readiness scoring and structured Markdown/JSON output.

zaza-semantic-engine

Local-first semantic search and document indexing engine — multi-format ingestion, hybrid search, CLI + REST API. No external APIs required.

docingestqa

Pre-indexing QA auditor for RAG document ingestion pipelines. 11 deterministic checks for missing pages, OCR noise, duplicates, encoding corruption, and poor split boundaries.