synthesizer
A multi-purpose LLM framework for RAG and data creation. (by SciPhi-AI)
autoscraper
A Smart, Automatic, Fast and Lightweight Web Scraper for Python (by alirezamika)
| synthesizer | autoscraper | |
|---|---|---|
| 4 | 9 | |
| 566 | 6,020 | |
| - | - | |
| 10.0 | 0.0 | |
| 5 months ago | about 2 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
synthesizer
Posts with mentions or reviews of synthesizer.
We have used some of these posts to build our list of alternatives
and similar projects.
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Phibrarian Alpha - the first model checkpoint from SciPhi's Mistral-7b
The run is a few days in on a 8x 80gb A100 cluster, and I quietly released the first epoch checkpoint here. I am building the model in association with our synthetic data efforts here, at SciPhi.
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With LLMs we can create a fully open-source Library of Alexandria.
I am updating because we have another interesting result - by going deeper instead of broader, and by combining new techniques like RAG, we can make incredibly descriptive textbooks. This one here was generated by a ~fully AI pipeline. The pipeline goes MIT OCW -> Syllabus -> Table of Contents -> Textbook. The last step is grounded through vector-lookups over the whole of Wikipedia.
- Textbook was authored with an AI pipeline
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Looking for fine-tuners who want to build an exciting new model -
The timing is great, because yesterday I introduced RAG into the synthetic generation pipeline [here](https://github.com/emrgnt-cmplxty/sciphi/tree/main). I'm in the process of indexing the entirety of this pypi dataset using ChromaDB in the cloud. It will be relatively easy to plug this into SciPhi when done.
autoscraper
Posts with mentions or reviews of autoscraper.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-12.
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What are the best tools for web scraping and analysis of natural language to populate a dataset?
See if something like autoscraper or mlscraper suits your needs.
- Experimental library for scraping websites using OpenAI's GPT API
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Could someone recommend me a library for c# like one of these two (they are for python) : mlscraper and autoscraper
GitHub - alirezamika/autoscraper: A Smart, Automatic, Fast and Lightweight Web Scraper for Python
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Best python modules for scraping HTML?
Not a library but a decent program to not reinvent the wheel I'm currently adding regular selector lookups back into it https://github.com/alirezamika/autoscraper
- A Smart, Automatic, Fast and Lightweight Web Scraper for Python
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Scrapping - How to deal with page changes Ai
It depends on the website, but autoscraper was used to calculate similar nodes given the text to search. Not sure how it works now but it's open source.
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ML/AI in web scraping
Should check out this for method 1.
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Turn Any Website Into An API with AutoScraper and FastAPI
In this article, we will learn how to create a simple e-commerce search API with multiple platform support: eBay and Amazon. AutoScraper and FastAPi provide the ability to create a powerful JSON API for the date. With Playwright's help, we'll extend our scraper and avoid blocking by using ScrapingAnt's web scraping API.
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Do I really need to customize a scaper for every input page URL?
Maybe you could try out this tool never used it myself https://github.com/alirezamika/autoscraper Or you would need to train a neural network which does the parsing for you but the accuracy won't be 100% with this method https://github.com/scrapy/scrapely To answer your question there is no way to write one program which scrapes different pages correctly because their structure is not the same and some of them probably will have protection which will block your scraper so that would need extra attention or additional code
What are some alternatives?
When comparing synthesizer and autoscraper you can also consider the following projects:
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
blinkist-scraper - 📚 Python tool to download book summaries and audio from Blinkist.com, and generate some pretty output
thinc - 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
cloudflare-scrape - A Python module to bypass Cloudflare's anti-bot page.
pytorch-lightning - The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. [Moved to: https://github.com/PyTorchLightning/pytorch-lightning]
Mobile-Phone-Dataset-GSMArena - Python script for creating Mobile Phones Dataset on GSMArena website.
pytorch-lightning - Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
scrapingant-client-python - ScrapingAnt API client for Python.
stableagents - Stable, Semi-Autonomous, Reliable and Steerable LLM Agents for production use cases.
pycraigslist - Craigslist API wrapper
cover-agent - CodiumAI Cover-Agent: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
readability - A standalone version of the readability lib
synthesizer vs spaCy
autoscraper vs blinkist-scraper
synthesizer vs thinc
autoscraper vs cloudflare-scrape
synthesizer vs pytorch-lightning
autoscraper vs Mobile-Phone-Dataset-GSMArena
synthesizer vs pytorch-lightning
autoscraper vs scrapingant-client-python
synthesizer vs stableagents
autoscraper vs pycraigslist
synthesizer vs cover-agent
autoscraper vs readability