{"id":15116063,"url":"https://github.com/adityakapole/TrendCrafter","last_synced_at":"2025-09-27T21:31:42.535Z","repository":{"id":252893233,"uuid":"841812979","full_name":"adityakapole/TrendCrafter","owner":"adityakapole","description":"A cutting-edge multi AI agent platform that uncovers emerging trends and crafts engaging narratives, seamlessly blending research and storytelling using CrewAI","archived":false,"fork":false,"pushed_at":"2024-08-13T07:03:13.000Z","size":725,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-09-26T01:50:15.766Z","etag":null,"topics":["agents","crewai","google-gemini","langchain","llm","serper"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/adityakapole.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-08-13T05:09:11.000Z","updated_at":"2024-08-24T00:15:57.000Z","dependencies_parsed_at":"2024-09-26T01:50:17.586Z","dependency_job_id":null,"html_url":"https://github.com/adityakapole/TrendCrafter","commit_stats":null,"previous_names":["adityakapole/trendcrafter"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adityakapole%2FTrendCrafter","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adityakapole%2FTrendCrafter/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adityakapole%2FTrendCrafter/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adityakapole%2FTrendCrafter/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/adityakapole","download_url":"https://codeload.github.com/adityakapole/TrendCrafter/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":234460505,"owners_count":18836837,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agents","crewai","google-gemini","langchain","llm","serper"],"created_at":"2024-09-26T01:44:08.601Z","updated_at":"2025-09-27T21:31:37.167Z","avatar_url":"https://github.com/adityakapole.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# TrendCrafter\nA cutting-edge multi AI agent platform that uncovers emerging trends and crafts engaging narratives, seamlessly blending research and storytelling using CrewAI\n\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\"agents.jpeg\" alt=\"Project Image\" width=\"500\"\u003e\n\u003c/div\u003e\n\n## 🛠️ Overview\nTrendCrafter is an AI-driven project designed to identify and explore emerging trends in technology, with a focus on providing insightful and engaging narratives. The project leverages a multi-agent architecture, powered by CrewAI, to automate the research and writing processes, ensuring that the latest technological advancements are not only identified but also communicated effectively to a broader audience.The core components of the project include:\n\n- Agents: Autonomous AI agents responsible for specific roles such as research and writing.\n- Tasks: Defined objectives that guide the agents in their operations, ensuring each task has a clear goal and expected output.\n- Tools: External tools integrated into the agents' workflow to enhance their capabilities.\n\n\n## 🗂️ Project Structure\n```\n├── __pycache__/ : Directory containing Python bytecode-compiled files for faster execution.\n├── .env: Environment variables file,used to store sensitive data like API keys.\n├── .gitignore: Specifies files and directories to be ignored by Git version control.\n├── Crew AI Output.pdf: A PDF document, possibly containing output or a report generated by the AI system.\n├── LICENSE: MIT LICENSE\n├── README.md: Markdown file providing an overview and instructions for the project\n├── agents.py: Python script defining AI agents used in the project.\n├── crew.py: The main file, coordinating the activities of AI agents and tools.\n├── new-blog-post.md:  Markdown file for storing a new blog pos\n├── requirements.txt: Lists the Python dependencies needed to run the project.\n├── tasks.py: Python script, for defining specific tasks or operations within the project.\n└── tools.py: Python script containing utility functions used by other scripts\n```\n\n## 🚀 Getting Started \n- Clone the Repository:\n```bash\n  git clone https://github.com/adityakapole/TrendCrafter.git\n```\n- Install Dependencies: \n```bash\n  pip install -r requirements.txt\n```\n- Configure API Keys:\u003cbr\u003e\u003cbr\u003e\nEnter appropriate API keys in the .env file.\u003cbr\u003e\nIn this project gemini-1.5-flash LLM is used and Serper API is used for interacting with news\nTo create API keys, please refer this sites:\n- https://aistudio.google.com/app/apikey\n- https://serper.dev/\n\n\u003cbr\u003e\n\n- Run the Project:\n```bash\n  python crew.py\n```\n\n\n## 🛠️ Workflow\n### 🤖 Agents\n#### Senior Researcher (news_researcher):\nRole: Uncover groundbreaking technologies in a specified topic. \u003cbr\u003e\nGoal: To explore, analyze, and report on the latest technological trends.\u003cbr\u003e\nBackstory: Driven by curiosity, this agent is at the forefront of innovation, eager to share knowledge that could change the world.\u003cbr\u003e\n\n#### Writer (news_writer):\nRole: Craft compelling narratives about the technological trends identified by the researcher.\u003cbr\u003e\nGoal: To present complex topics in an engaging and accessible manner, making new discoveries understandable to a wider audience.\u003cbr\u003e\nBackstory: With a flair for simplifying complex topics, this agent is dedicated to educating and captivating readers with tech stories.\u003cbr\u003e\u003cbr\u003e\n\n### 📝 Tasks\n#### Research Task:\nDescription: Identify the next big trend in a specified topic. The task focuses on the pros and cons of the trend, its market opportunities, and potential risks.\u003cbr\u003e\nExpected Output: A comprehensive 3-paragraph report on the latest AI trends.\u003cbr\u003e\n#### Writing Task:\nDescription: Compose an insightful article on the identified trend, highlighting how it is impacting the industry.\u003cbr\u003e\nExpected Output: A 4-paragraph article formatted as markdown, ready for publishing as a blog post.\u003cbr\u003e\n\n### 🔄 Process\nThe agents collaborate in a sequential process, where the researcher first identifies the trend, and the writer then crafts the article. The process is designed to ensure a coherent and efficient workflow, producing high-quality content.\n\n\n## 📄 License\nThis project is licensed under the MIT License.\n\n## 📚References \n1. https://www.crewai.com/\n2. https://chatgpt.com/g/g-qqTuUWsBY-crewai-assistant\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadityakapole%2FTrendCrafter","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadityakapole%2FTrendCrafter","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadityakapole%2FTrendCrafter/lists"}