ResearchAgent leverages large language models to conduct automated research across online databases and web sources. Users provide a research query, and the agent executes searches, scrapes document metadata, extracts abstracts, highlights key findings, and generates organized summaries with citations. It supports customizable pipelines, allowing integration with APIs, PDF parsing, and export to Markdown or JSON for further analysis or reporting.

CrewAI Agents For News Report leverages a modular, agent-based architecture to streamline the entire news production cycle. It includes a NewsFetcher agent to gather articles, a Summarizer agent to distill essential information, a FactChecker agent to validate claims against trusted APIs, and a Formatter agent to assemble the final report in Markdown, HTML or PDF. Users can customize or extend agents, configure API keys and schedules, and deploy the pipeline locally or on servers to automate timely, accurate news output.