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Grobid Alternatives
Similar projects and alternatives to grobid
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txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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science-parse
Science Parse parses scientific papers (in PDF form) and returns them in structured form.
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examples
Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc. (by towhee-io)
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aleph
Search and browse documents and data; find the people and companies you look for. (by alephdata)
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nlm-ingestor
This repo provides the server side code for llmsherpa API to connect. It includes parsers for various file formats.
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SaaSHub
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grobid reviews and mentions
- FLaNK-AIM Weekly 06 May 2024
- Show HN: Open-source Rule-based PDF parser for RAG
- How to ingest image based PDFs into private GPT model?
- 🥪 Best Sites For ebooks, articles, research papers etc..🥪
- Grobid – ML software for extracting information from scholarly documents
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How to create a web app that turns academic papers into text documents
Interesting concept. Grobid tries to do the same https://github.com/kermitt2/grobid
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Extract research paper`s references
I would suggest using grobid - a pipeline for extracting scientific PDFs into a common XML format which can be easily parsed. Grobid has quite a nice mature REST API that I've used in some of my own projects. It parses references and matches them to their DOI using the CrossRef API with a reported 95% F1 score. This should make your job pretty simple as far as I can tell - all you'd need to do is run your papers through grobid and then build a citation graph by comparing document DOIs.
- Free/open-source alternatives to Connected Papers...?
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Seeking Advice: How to extract Abstract from scientific journals (.pdfs) 10k+.
Just use science-parse or GROBID. They have been designed for that exact reason.
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Project to rebuild papers with plaintext markup languages
- I ended up using Grobid, which converts the PDF to a very detailed XML format. The format is not a word processing format though, but a format specifically for representing scientific documents. I don't know, if it would, for example, contain tags about bold or italicized text. The tool is working really well, but since you probably cannot use the output XML format directly, it will need some postprocessing, which would be relatively simple with XML parsing libraries.
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A note from our sponsor - InfluxDB
www.influxdata.com | 7 May 2024
Stats
kermitt2/grobid is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of grobid is Java.
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