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-title: Crewai Groq Llama3
+title: Crewai Groq Llama3 for Research
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 license: cc-by-nc-nd-4.0
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+
+# CrewAI Research Tool
+
+Welcome to the CrewAI Research Tool on Hugging Face Spaces! This tool integrates advanced AI capabilities to streamline and automate the process of online research, compiling reports, and data extraction through web scraping.
+
+## Description
+
+The CrewAI Research Tool leverages a combination of Gradio, CrewAI, and LangChain technologies to facilitate detailed and automated web research. It employs a sequence of AI-powered tasks to gather, analyze, and compile information on a wide range of topics, delivering comprehensive and structured reports.
+
+## Features
+
+- **Web Search Automation**: Utilizes the DuckDuckGo search engine to perform initial searches and gather detailed results related to specified topics.
+- **Detailed Report Generation**: Automated agents, defined as a 'Researcher' and an 'Editor', work sequentially to create detailed and polished reports based on web findings.
+- **Interactive Gradio Interface**: Users can input their research topic directly into the Gradio interface and initiate the research process with a simple button click.
+
+## Tools and Technologies
+
+- **CrewAI**: Integrates agents with specific roles and tasks to automate complex workflows.
+- **LangChain and Groq**: Employs large language models for deep understanding and generation of content.
+- **Gradio**: Provides an interactive web interface to facilitate easy user interaction with the CrewAI system.
+
+## How to Use
+
+1. **Enter a Topic**: Start by entering a research topic into the provided textbox on the Gradio interface.
+2. **Initiate Research**: Click the 'Start Research' button to kick off the automated research process.
+3. **View Results**: The result, a detailed and structured report, will be displayed directly in the Gradio interface.
+
+## Contributions and Feedback
+
+Contributions to this project are welcome! Feel free to duplicate the Space, make improvements, and submit a pull request. For feedback and issues, please open an issue in the project's Community tab.
+
+## License
+
+This project is licensed under the cc-by-nc-nd-4.0.
+
+## Acknowledgments
+
+Special thanks to the open-source projects and APIs that made this tool possible: Gradio, CrewAI, LangChain, and DuckDuckGo.
+
+
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference