parsera

A lightweight Python library for web scraping using large language models.

CommonProductProgrammingPythonData Scraping

Parsera is a lightweight Python library specifically designed to simplify the process of web data scraping in conjunction with large language models (LLMs). It enhances speed and reduces costs by using minimal tokens, making data scraping more efficient and economical. Parsera supports multiple chat models and allows users to customize their experience with various models, such as those from OpenAI or Azure.

Supports multiple large language models for web data scraping.
Offers asynchronous operation methods to enhance data processing efficiency.
Allows users to customize scraping elements for flexible task configuration.
Supports environment variable setup for easy integration into different development environments.
Provides comprehensive documentation and sample code for users to learn and utilize.
Compatible with Jupyter Notebook
facilitating data analysis for data scientists and researchers.

The primary audience includes data scientists
researchers
and developers who need to scrape data from websites. Due to Parsera's lightweight nature and support for large language models
it is particularly suited for users requiring efficient and cost-effective data scraping.

Use Parsera to scrape news headlines
likes
and comments from news websites.
Integrate Parsera into data analysis projects to automatically scrape and analyze website data.
Employ Parsera to collect data from specific domain-related websites for further research analysis.

1. Install the Parsera library.
2. Set up necessary environment variables
such as `OPENAI_API_KEY`.
3. Define the target website URL and the elements to scrape.
4. Create an instance of Parsera and specify the model to use.

Visit

parsera Visit Over Time

Monthly Visits

499904316

Bounce Rate

37.31%

Page per Visit

5.8

Visit Duration

00:06:52

parsera Visit Trend

parsera Visit Geography

parsera Traffic Sources

parsera Alternatives

iText2KG — Incrementally build knowledge graphs using large language models.

Productivity•Knowledge Graph•Natural Language Processing

Open Source LLM Tools — A collection of open-source large language model tools.

Productivity•AI Tools•Open Source

PresentationGen — A SpringBoot Web application that utilizes large language models to generate PPT files.

Productivity•Automation•Presentation

Shire — An AI programming agent language that facilitates communication between large language models (LLMs) and integrated development environments (IDEs) for automated programming.

Programming•AI Programming•Automation

Briefer — A collaborative data platform that supports interactive notebooks with SQL and Python.

InternationalSelection•Data Analysis•Data Visualization

PromptChainer — A free and fast prompt chain generator

Productivity•Artificial Intelligence•Automation

LongCite — Generates fine-grained citations for large language models in long text question answering.

Programming•Long Text Question Answering•Citation Generation

LongLLaVA — Efficiently extending multimodal large language models to 1,000 images.

Image•Multimodal Learning•Image Processing

ChatMLX — A high-performance MacOS chat application based on large language models.

chatting•Chat•Large Language Models

EAGLE — Exploration of the design space for multimodal large language models

Programming•Multimodal Learning•Large Language Models

246

Seed-ASR — Speech recognition technology based on large language models.

Others•Speech Recognition•Large Language Models

264

MixTeX-Latex-OCR — Efficient local offline LaTeX recognition tool powered by CPU.

Productivity•python•machine-learning

114

LLaMA Assistant for Mac — A simple assistant for Mac, utilizing llama-cpp-python.

Programming•Mac•Python

Scrape It Now! — A simple and user-friendly web scraping tool.

Productivity•Web Scraping•Automation

114

Data-Juicer — A one-stop data processing system that provides high-quality data for large language models.

Productivity•Machine Learning•Data Science

174

MindSearch — An open-source AI search engine framework with performance comparable to Perplexity.ai Pro.

Programming•Search•Transformer

2094

CLASI — High-quality, human-like simultaneous interpretation system.

Productivity•Simultaneous Interpretation•Multilingual

936

MrScraper — A data scraping tool that allows you to obtain the information you need with a single click.

InternationalSelection•Data Scraping•Automation

294

Meta-Llama-3.1-405B-Instruct-FP8 — Multilingual dialogue generation model

Programming•NLP•Multilingual

480

SuperCoder 2.0 — Open Source Autonomous Software Development System

Programming•Open Source•Autonomous Development

168

SuperCoder — An autonomous software development system that enhances coding efficiency.

Programming•python•go

Composio — A toolkit for AI agents enabling complex task handling.

Programming•javascript•python

custom-pilot — Integrate custom code completion models into VS Code

Programming•Visual Studio Code•Code Completion

ICSFSurvey — A deep dive into the internal consistency and self-feedback of large language models.

Programming•Internal Consistency•Self-Feedback

Benchmarking API Performance of Large Language Models — In-depth analysis of key metrics like TTFT and TPS

Others•Performance Comparison•API Service

384

Best AI Websites & Tools