Awesome Ai For Science
Section: High-Performance Document Processing · High-accuracy PDF→Markdown/JSON/HTML conversion, specialized for tables/formulas/code blocks with benchmark scripts
FreshScore 86
Entry
Marker
Appears in 4 awesome lists
Fast, accurate PDF-to-markdown converter with table extraction, equation handling, and optional LLM enhancement for RAG pipelines.
Open github.comdatalab-to/marker
Found in these lists
Awesome Data Analysis
Section: Documentation & File Processing · Fast, high-accuracy PDF and document conversion tool with layout preservation.
FreshScore 80
Awesome Open Source AI
Section: 5. Retrieval-Augmented Generation (RAG) & Knowledge · Fast, accurate PDF-to-markdown converter with table extraction, equation handling, and optional LLM enhancement for RAG pipelines.
FreshScore 89
awesome-python
Section: Other · Convert PDF to markdown + JSON quickly with high accuracy
FreshScore 81
Often listed next to it
LlamaIndex
(MIT) provides modules for structured outputs at different levels of abstraction, including output parsers for text completion endpoints, Pydantic programs for mapping prompts to structured outputs using function calling or output parsing, and pre-defined Pydantic programs for specific output types.
In 14 listsDetails
Milvus
Milvus is a cloud-native, open-source vector database built to manage embedding vectors generated by machine learning models and neural networks.
In 14 listsDetails
Haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search,…
In 13 listsDetails
MarkItDown
Python tool for converting files and office documents to Markdown. Supports PDF, PowerPoint, Word, Excel, images, audio, HTML, and more with OCR and transcription capabilities. MIT licensed.
In 9 listsDetails
Infinity
AI-native database built for LLM applications with incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text. Powers RAGFlow's document engine. Apache 2.0 licensed.
In 9 listsDetails
DocsGPT
Private AI platform for building intelligent agents and assistants with enterprise search. Features Agent Builder, deep research tools, multi-format document analysis, and multi-model support. MIT licensed.
In 10 listsDetails