Deep-Research-With-Web-Scraping-by-LLM-And-AI-Agent is an open-source Python framework enabling the creation of autonomous research agents. It orchestrates customized web scraping pipelines to collect data, processes results through large language models to generate summaries, insights, or structured outputs, and supports iterative deep research. Developers can configure scraping rules, define LLM prompts, and chain tasks for comprehensive automated information gathering and analysis.
AI Platforms & Frameworks
Web Tools
Research
#Web Scraping
#AI research tool
#data extraction automation
#LLM summarization
#competitive intelligence
#market research automation
#academic literature review
#custom parsing rules
#iterative research workflow
#data normalization
#BeautifulSoup framework
#caching and error handling
#structured data output
#JSON CSV export
#content retrieval
#information gathering tool
#automated research
#Data consistency
#open-source scraping tool
#extensible research framework
...
Promote this Tool
Update this Tool
Deep Research With Web Scraping by LLM And AI Agent
Deep-Research-With-Web-Scraping-by-LLM-And-AI-Agent is an open-source Python framework enabling the creation of autonomous research agents. It orchestrates customized web scraping pipelines to collect data, processes results through large language models to generate summaries, insights, or structured outputs, and supports iterative deep research. Developers can configure scraping rules, define LLM prompts, and chain tasks for comprehensive automated information gathering and analysis.
AI Platforms & Frameworks
Web Tools
Research
#Web Scraping
#AI research tool
#data extraction automation
#LLM summarization
#competitive intelligence
#market research automation
#academic literature review
#custom parsing rules
#iterative research workflow
#data normalization
#BeautifulSoup framework
#caching and error handling
#structured data output
#JSON CSV export
#content retrieval
#information gathering tool
#automated research
#Data consistency
#open-source scraping tool
#extensible research framework
...
Featured
What is Deep Research With Web Scraping by LLM And AI Agent?
Deep-Research-With-Web-Scraping-by-LLM-And-AI-Agent is designed to automate the end-to-end research workflow by combining web scraping techniques with large language model capabilities. Users define target domains, specify URL patterns or search queries, and set parsing rules using BeautifulSoup or similar libraries. The framework orchestrates HTTP requests to extract raw text, tables, or metadata, then feeds the retrieved content into an LLM for tasks such as summarization, topic clustering, Q&A, or data normalization. It supports iterative loops where LLM outputs guide subsequent scraping tasks, enabling deep dives into related sources. With built-in caching, error handling, and configurable prompt templates, this agent streamlines comprehensive information gathering, making it ideal for academic literature reviews, competitive intelligence, and market research automation.
Who will use Deep Research With Web Scraping by LLM And AI Agent?
- Academic researchers
- Market intelligence analysts
- Journalists
- Business strategists
- Data scientists
- Software developers
How to use the Deep Research With Web Scraping by LLM And AI Agent?
- Step1: Clone the GitHub repository and install Python dependencies (pip install -r requirements.txt).
- Step2: Define scraping targets by editing the configuration file with URL patterns or search queries.
- Step3: Customize parsing rules and LLM prompt templates to extract and process specific data fields.
- Step4: Provide API credentials for the chosen LLM provider in environment variables.
- Step5: Run the agent script (python agent.py) to start automated scraping and LLM analysis.
- Step6: Review generated summaries, structured JSON outputs, or CSV reports and adjust configurations for further iterations.
Platform
- mac
- windows
- linux
Deep Research With Web Scraping by LLM And AI Agent's Core Features & Benefits
The Core Features
- Automated web scraping with custom parsers
- LLM-based summarization and Q&A
- Iterative research workflows
- Configurable prompt templates
- Built-in caching and error handling
- Structured JSON/CSV output
The Benefits
- Accelerates comprehensive research
- Reduces manual data extraction
- Reusable and extensible framework
- Customizable LLM interactions
- Enhanced data consistency with caching
- Open-source and community-driven
Deep Research With Web Scraping by LLM And AI Agent's Main Use Cases & Applications
- Academic literature reviews
- Competitive intelligence gathering
- Market research automation
- Journalistic investigative reporting
- Data enrichment for analytics pipelines
FAQs of Deep Research With Web Scraping by LLM And AI Agent
Deep Research With Web Scraping by LLM And AI Agent Company Information
- johnsonhk88
Deep Research With Web Scraping by LLM And AI Agent Reviews
5/5
Deep Research With Web Scraping by LLM And AI Agent's Main Competitors and alternatives?
- LangChain
- Auto-GPT
- LlamaIndex
- Haystack
- WebGPT
You may also like:
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
Salesloft is an AI-driven platform enhancing sales engagement and workflow automation.
Autogpt is a Rust library for building autonomous AI agents that interact with the OpenAI API to complete multi-step tasks
Angular is a web development framework for building modern, scalable applications.
An AI-driven RAG pipeline builder that ingests documents, generates embeddings, and provides real-time Q&A through customizable chat interfaces.
BrandCrowd offers customizable logos, business cards, and social media designs with thousands of templates.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Skywork AI is an innovative tool to enhance productivity using AI.
Five9 AI Agents enhance customer interactions with intelligent automation.
Mosaic AI Agent Framework enhances AI capabilities with data retrieval and advanced generation techniques.
Windsurf AI Agent helps optimize windsurfing conditions and gear recommendations.
Glean is an AI assistant platform for enterprise search and knowledge discovery.
NVIDIA Cosmos empowers AI developers with advanced tools for data processing and model training.
AI-driven customer service platform offering efficient communication solutions.
A framework that dynamically routes requests across multiple LLMs and uses GraphQL to handle composite prompts efficiently.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
ThumbGenie is an AI image generation tool designed for creating high-quality thumbnails instantly.
GPTConsole is an AI agent designed for streamlined conversation and task automation.
Trigger.dev helps developers automate workflows and integrate apps seamlessly with minimal code.
Black Forest Labs offers advanced AI agents for seamless workflow automation.
An AI agent that improves workplace efficiency and productivity through intelligent automation.
Thinkeo is an AI agent for streamlined content creation and management.
Veed.io is an AI video editor that simplifies video creation with powerful editing tools.
Creatopy is a design automation tool that creates engaging visuals effortlessly.
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
Makeform AI streamlines form creation using AI technology to customize and analyze forms effortlessly.
Pandorabots offers AI-powered chatbots for interactive conversations and customer support.
Megan is an AI agent that automates tasks like scheduling and reminders to enhance personal productivity.
Buildel is an AI agent that streamlines project management and automation tasks.
Sunrise AI is an intelligent assistant that automates content creation and provides real-time insights.
Browser Use is an AI agent that optimizes web browsing with automated insights.
Bundigo is an AI agent designed to create and manage digital content effortlessly.
Firecrawl is an AI agent designed for advanced web scraping and data extraction.
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
Macaron is a personal AI agent that helps you live better by building mini-apps and remembering what matters.
AI agent that finds relevant research papers, summarizes findings, compares studies, and exports citations.
A ChatGPT plugin that ingests web pages and PDFs for interactive Q&A and document search via AI.
GetWebsite.Report offers comprehensive auditing and analysis of web pages for enhanced performance and SEO.
Refocus provides comprehensive online courses to help learners gain IT skills and secure jobs.
Effortlessly connect for backlink exchanges and boost your SEO with RankChase.
Moody's Research Assistant offers insightful analysis and research capabilities for financial professionals.
An AI agent automating literature reviews, summarizing papers, and organizing research insights for academic workflows.
UserCue automates market research using AI-driven interviews, providing insights within hours.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
GPT Researcher is an AI agent that accelerates literature reviews and research synthesis.
Qoder is an agentic coding platform for real software, Free to use the best model in preview.