Description
🧠 Who Is This Agent For?
This AI-powered automation is purpose-built for:
✔️ Researchers & Analysts
Quickly generate comprehensive reports on diverse topics, saving time on data collection and synthesis
✔️ Students & Academics
Compile structured research for assignments, theses, or publications — complete with sources and summaries
✔️ Business Professionals
Stay updated on market trends, industry news, and competitor insights without hours of manual searching
✔️ Content Creators & Journalists
Rapidly gather factual information and multiple perspectives for blogs, articles, or news stories
✔️ Anyone Needing Quick, Structured Information
Ideal for individuals seeking well-organized summaries and reliable references on any subject
❓ What Problem Does It Solve?
Manual research and report compilation is time-consuming and difficult to scale. This workflow solves challenges like:
⏳ Information Overload
Sifting through countless web pages, articles, and sources to find relevant content
📉 Time Constraints
Hours lost on reading, organizing, and summarizing scattered research manually
📏 Inconsistent Quality
Lack of structure or depth across topics and varying quality of outputs
🔍 Source Verification
Struggles in finding credible, citable, and diverse sources for each section
🧾 Formatting & Presentation
Difficulty turning raw content into a polished, professional research document
✅ The Solution
This intelligent workflow automates the entire research and reporting pipeline:
📝 Accepts a topic or query as input
🧠 Refines the query and expands it with five related subtopics
🌐 Collects data from News, Wikipedia, Google Web, and Google Scholar
📦 Aggregates all findings into structured JSON
🖼️ Generates a fully formatted, styled PDF with introduction, insights, and citations
📤 Delivers the PDF instantly via Telegram and Email
⚙️ How It Works – The Process
1️⃣ Input Validation
Ensures the topic is valid (minimum 3 characters) before research begins
2️⃣ Query Refinement
An AI agent generates a refined main topic and five sub-queries to widen the research scope
3️⃣ Research Data Collection
AI agents search across:
🔸 News (2024–2025) via NewsAPI
🔸 Wikipedia for foundational summaries
🔸 Google Web for general info
🔸 Google Scholar via SerpApi for academic insights
4️⃣ Data Parsing & Merging
Combines all outputs into structured sections (e.g., key findings, Wikipedia, sources)
5️⃣ PDF Report Generation
Generates a styled HTML-based PDF with:
✔️ Cover page
✔️ Introduction
✔️ Summary
✔️ News highlights
✔️ Academic insights
✔️ Wikipedia overview
✔️ Complete source list
6️⃣ HTML to PDF Conversion
Uses PDFShift to convert the HTML to a professional PDF (via link)
7️⃣ PDF Download & Storage
Downloads the PDF and logs research metadata into Google Sheets
8️⃣ Report Distribution
Sends the final report to the user via Telegram and Gmail
🛠️ Customization Options
🎛️ Input Methods
Trigger via Telegram, manual, or future integrations
🔁 Query Refinement Logic
Customize the number or nature of subtopics generated
🔍 Research Scope & Tools
Swap or expand data sources — e.g., internal databases, paid APIs
📄 PDF Layout & Content
Edit the HTML to change design, colors, fonts, or section structure
📤 Output Formats
Generate not only PDFs but also Markdown, DOCX, or plain HTML
📬 Delivery Channels
Expand beyond Telegram & Gmail to Slack, Notion, Google Drive, etc.
📊 Metadata Logging
Configure metadata fields or store them in databases, CRMs, or spreadsheets
🧠 AI Model Selection
Choose your preferred LLM (e.g., OpenAI, Anthropic, Mistral) for performance or tone
🛑 Error Handling
Customize validations and fallback messages during input or API failures
