Hugging Face's logo
Clelia Astra Bertelli's picture
12 13 135

Clelia Astra Bertelli

as-cle-bert
FreeeQuency's profile picture DHARSHININIVETHA's profile picture twilavlgbaqjdre's profile picture
Ā·
https://www.cleliasportfolio.xyz

AI & ML interests

Biology + Artificial Intelligence = ā¤ļø | AI for sustainable development, sustainable development for AI | Researching on Machine Learning Enhancement | I love automation for everyday things | Blogger | Open Source

Recent Activity

replied to their post about 2 hours ago
Ever dreamt of ingesting into a vector DB that pile of CSVs, Word documents and presentations laying in some remote folders on your PC?šŸ—‚ļø What if I told you that you can do it within three to six lines of code?šŸ¤Æ Well, with my latest open-source project, š¢š§š šžš¬š­-ššš§š²š­š”š¢š§š  (https://github.com/AstraBert/ingest-anything), you can take all your non-PDF files, convert them to PDF, extract their text, chunk, embed and load them into a vector database, all in one go!šŸš€ How? It's pretty simple! šŸ“ The input files are converted into PDF by PdfItDown (https://github.com/AstraBert/PdfItDown) šŸ“‘ The PDF text is extracted using LlamaIndex readers šŸ¦› The text is chunked exploiting Chonkie šŸ§® The chunks are embedded thanks to Sentence Transformers models šŸ—„ļø The embeddings are loaded into a Qdrant vector database And you're done!āœ… Curious of trying it? Install it by running: š˜±š˜Ŗš˜± š˜Ŗš˜Æš˜“š˜µš˜¢š˜­š˜­ š˜Ŗš˜Æš˜Øš˜¦š˜“š˜µ-š˜¢š˜Æš˜ŗš˜µš˜©š˜Ŗš˜Æš˜Ø And you can start using it in your python scripts!šŸ Don't forget to star it on GitHub and let me know if you have any feedback! āž”ļø https://github.com/AstraBert/ingest-anything
replied to their post 2 days ago
Ever dreamt of ingesting into a vector DB that pile of CSVs, Word documents and presentations laying in some remote folders on your PC?šŸ—‚ļø What if I told you that you can do it within three to six lines of code?šŸ¤Æ Well, with my latest open-source project, š¢š§š šžš¬š­-ššš§š²š­š”š¢š§š  (https://github.com/AstraBert/ingest-anything), you can take all your non-PDF files, convert them to PDF, extract their text, chunk, embed and load them into a vector database, all in one go!šŸš€ How? It's pretty simple! šŸ“ The input files are converted into PDF by PdfItDown (https://github.com/AstraBert/PdfItDown) šŸ“‘ The PDF text is extracted using LlamaIndex readers šŸ¦› The text is chunked exploiting Chonkie šŸ§® The chunks are embedded thanks to Sentence Transformers models šŸ—„ļø The embeddings are loaded into a Qdrant vector database And you're done!āœ… Curious of trying it? Install it by running: š˜±š˜Ŗš˜± š˜Ŗš˜Æš˜“š˜µš˜¢š˜­š˜­ š˜Ŗš˜Æš˜Øš˜¦š˜“š˜µ-š˜¢š˜Æš˜ŗš˜µš˜©š˜Ŗš˜Æš˜Ø And you can start using it in your python scripts!šŸ Don't forget to star it on GitHub and let me know if you have any feedback! āž”ļø https://github.com/AstraBert/ingest-anything
posted an update 3 days ago
Ever dreamt of ingesting into a vector DB that pile of CSVs, Word documents and presentations laying in some remote folders on your PC?šŸ—‚ļø What if I told you that you can do it within three to six lines of code?šŸ¤Æ Well, with my latest open-source project, š¢š§š šžš¬š­-ššš§š²š­š”š¢š§š  (https://github.com/AstraBert/ingest-anything), you can take all your non-PDF files, convert them to PDF, extract their text, chunk, embed and load them into a vector database, all in one go!šŸš€ How? It's pretty simple! šŸ“ The input files are converted into PDF by PdfItDown (https://github.com/AstraBert/PdfItDown) šŸ“‘ The PDF text is extracted using LlamaIndex readers šŸ¦› The text is chunked exploiting Chonkie šŸ§® The chunks are embedded thanks to Sentence Transformers models šŸ—„ļø The embeddings are loaded into a Qdrant vector database And you're done!āœ… Curious of trying it? Install it by running: š˜±š˜Ŗš˜± š˜Ŗš˜Æš˜“š˜µš˜¢š˜­š˜­ š˜Ŗš˜Æš˜Øš˜¦š˜“š˜µ-š˜¢š˜Æš˜ŗš˜µš˜©š˜Ŗš˜Æš˜Ø And you can start using it in your python scripts!šŸ Don't forget to star it on GitHub and let me know if you have any feedback! āž”ļø https://github.com/AstraBert/ingest-anything
View all activity

Organizations

Social Post Explorers's profile picture Hugging Face Discord Community's profile picture GreenFit AI's profile picture

as-cle-bert's activity

New activity in as-cle-bert/pdfitdown about 2 months ago

Update requirements.txt

1
#1 opened about 2 months ago by
not-lain
New activity in greenfit-ai/synthetic-sport-products-sustainability 3 months ago

Librarian Bot: Add language metadata for dataset
#2 opened 3 months ago by
librarian-bot
New activity in bluesky-community/README 5 months ago

Ideas!

2
#1 opened 5 months ago by
davanstrien
New activity in as-cle-bert/Llama-3.1-405B-FP8 9 months ago

why

1
#1 opened 9 months ago by
YaserDS-777
New activity in as-cle-bert/saccaromyces-cerevisiae-base about 1 year ago

Librarian Bot: Add language metadata for dataset
#2 opened about 1 year ago by
librarian-bot

[bot] Conversion to Parquet
#1 opened about 1 year ago by
parquet-converter
New activity in huggingchat/chat-ui about 1 year ago

[ASSISTANTS] Community thread

2
189
#356 opened about 1 year ago by
victor
New activity in as-cle-bert/plastic-enzymes about 1 year ago

[bot] Conversion to Parquet
#1 opened about 1 year ago by
parquet-converter
New activity in as-cle-bert/scerevisiae-transcripts-biotypes about 1 year ago

[bot] Conversion to Parquet
#1 opened about 1 year ago by
parquet-converter
New activity in as-cle-bert/breastcancer-auto-objdetect about 1 year ago

[bot] Conversion to Parquet
#1 opened about 1 year ago by
parquet-converter
New activity in as-cle-bert/genetics-arxiv-wiki about 1 year ago

[bot] Conversion to Parquet
#1 opened about 1 year ago by
parquet-converter
New activity in as-cle-bert/VirBiCla-training about 1 year ago

[bot] Conversion to Parquet
#1 opened about 1 year ago by
parquet-converter