paperetl
ciscoconfparse
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| paperetl | ciscoconfparse | |
|---|---|---|
| 12 | 2 | |
| 315 | 778 | |
| 7.6% | - | |
| 6.3 | 9.7 | |
| 5 months ago | 7 days ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 only |
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paperetl
- Show HN: Open-source Rule-based PDF parser for RAG
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Oracle of Zotero: LLM QA of Your Research Library
Nice project!
I've spent quite a lot of time in the medical/scientific literature space. With regards to LLMs, specifically RAG, how the data is chunked is quite important. With that, I have a couple projects that might be beneficial additions.
paperetl (https://github.com/neuml/paperetl) - supports parsing arXiv, PubMed and integrates with GROBID to handle parsing metadata and text from arbitrary papers.
paperai (https://github.com/neuml/paperai) - builds embeddings databases of medical/scientific papers. Supports LLM prompting, semantic workflows and vector search. Built with txtai (https://github.com/neuml/txtai).
While arbitrary chunking/splitting can work, I've found that integrating parsing that has knowledge of medical/scientific paper structure increases the overall accuracy and experience of downstream applications.
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[P] Parse research papers into structured data
paperai | paperetl
- Parse research papers into a structured dataset
- ETL for medical and scientific papers
- Show HN: ETL for Medical and Scientific Papers
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Seeking Advice: How to extract Abstract from scientific journals (.pdfs) 10k+.
paperai and paperetl are a set of projects to consider for this task.
- paperetl: ETL processes for medical and scientific papers
ciscoconfparse
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Could someone point me in the right direction with a python question? Possibly an example too?
Ciscoconfparse
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Cisco Configuration Parser
How is that different from https://github.com/mpenning/ciscoconfparse ?
What are some alternatives?
SciencePlots - Matplotlib styles for scientific plotting
ConfigParser - [Moved to: https://github.com/arezazadeh/cisco_config_parser]
tika-python - Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
ansible-collection-tp-link-easy-smart-switch - Manage TP-Link Easy Smart Switches with Ansible
paperai - 📄 🤖 Semantic search and workflows for medical/scientific papers
EdiZon_CheatsConfigsAndScripts - The official EdiZon Editor Config and Editor Script repository.
rdm - Our regulatory documentation manager. Streamlines 62304, 14971, and 510(k) documentation for software projects.
devnetnode - An application for Network engineers to manage Cisco devices (Python Tkinter).
dagster - An orchestration platform for the development, production, and observation of data assets.
DirectFire_Converter - DirectFire Firewall Converter - Network Security, Next-Generation Firewall Configuration Conversion, Firewall Syntax Translation and Firewall Migration Tool - supports Cisco ASA, Fortinet FortiGate (FortiOS), Juniper SRX (JunOS), SSG / Netscreen (ScreenOS) and WatchGuard (support for further devices in development). Similar to FortiConverter, SmartMove, Expedition etc.
science-parse - Science Parse parses scientific papers (in PDF form) and returns them in structured form.
booze-tools - Booze Tools will become the complete programming-language development workbench, all written in Python 3.9 (for now).