title	BioScholar AI Unified
emoji	🔬
colorFrom	blue
colorTo	green
sdk	docker
app_port	7860

🧬 BioMedScholar AI: 1.6.5 PREMIUM

Elite Biomedical Research Intelligence & Discovery Engine

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🚀 Live Deployment Links

Platform	URL	Status
🌐 Web App (Firebase)	https://biomed-scholar.web.app	✅ Live
⚡ Backend API (HF Space)	https://sasidhara123-biomed-scholar-api.hf.space	✅ running
🤖 Maverick Telegram Bot	https://t.me/Meverick_AI_bot	✅ Active
💠 Bot Landing Page (HF)	https://sasidhara123-maverick-ai-bot.hf.space	✅ Live
🐙 GitHub Repository	https://github.com/sasi123-stack/BioScholar-AI	✅ Public
🔥 Firebase Console	https://console.firebase.google.com/project/biomed-scholar	🔒 Private

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✨ Features (1.6.5 PREMIUM - Harden V1)

📈 Macro Research Trends (NEW)

A dedicated analytical hub for real-time biomedical discovery tracking:

• Fast-Emerging Topics: Pulse-tracking of high-growth research areas (e.g., GLP-1, mRNA).
• Sentiment Pulse: AI-driven community sentiment analysis on research safety and efficacy.
• Global Field Breakdown: Visualizing the distribution of publications across Oncology, Immunology, etc.
• Live Discovery Feed: Real-time ticker of major breakthrough papers within the last 24 hours.

🌐 Integrated Web Search (Google)

Expanded search universe beyond peer-reviewed literature:

• Serper API Integration: One-click toggle to fetch real-world news, clinical trial updates, and public health reports from the World Wide Web.
• Unified Results: Web results are seamlessly blended with PubMed/ClinicalTrials data with functional source linking.

🧩 Hybrid Search Resilience

Implemented a high-availability search architecture to ensure zero downtime:

• Primary Engine: High-speed semantic search via Bonsai Elasticsearch.
• Failover Engine: Real-time integration with NCBI Entrez API.
• Auto-Switching: The system automatically detects upstream provider outages and reroutes queries to ensure consistent delivery.

🧠 Maverick AI Insight (v2 - Llama 3.3)

The centerpiece of the Research Desk, providing real-time evidence synthesis:

• Llama 3.3 Powered: High-speed, high-accuracy RAG synthesis via Groq.
• Maverick Insight Box: Automatically generates a structured "Research Briefing" above search results.
• Context-Aware Linkage: Seamless navigation between Research Desk, Maverick Bot, and Research Trends.
• Dynamic Source Mapping: Identifies and links citations across all indexed sources.

🤖 Maverick Telegram Bot (@Meverick_AI_bot)

Command	Description
/start	Welcome message & quick start
/search <topic>	AI biomedical literature search
/history	View recent conversation
[PDF/Image]	Direct synthesis of uploaded documents

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🏗️ Architecture

┌─────────────────────────────────────────┐
│         BioMedScholar AI Stack          │
├─────────────────┬───────────────────────┤
│   Frontend      │   Firebase Hosting    │
│   (HTML/CSS/JS) │   biomed-scholar.     │
│                 │   web.app             │
├─────────────────┼───────────────────────┤
│   Backend API   │   HF Space (Docker)   │
│   (FastAPI +    │   biomed-scholar-api  │
│    Entrez/BS)   │                       │
├─────────────────┼───────────────────────┤
│   Telegram Bot  │   HF Space (Docker)   │
│   (python-      │   maverick-ai-bot     │
│    telegram)    │                       │
└─────────────────┴───────────────────────┘

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🛠️ Tech Stack

Layer	Technology
Frontend	HTML5, CSS3, Vanilla JS
Backend	FastAPI (Python 3.10)
Search	Bonsai Elasticsearch, NCBI Entrez, Serper API
AI Inference	Groq & Chrome Gemini Nano (On-Device)
Hosting	Firebase & Hugging Face Spaces
Visualization	D3.js v7 & CSS Custom Properties

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✅ System Milestones (March 27, 2026)

📈 Research Trends Hub ✅ LIVE

• Feature: Connected Research Desk and Maverick Bot to a centralized Trends Tab.
• Outcome: Users can pivot from search results to macro-level field analysis with one click.

🏥 Web Search Integration ✅ DEPLOYED

• Feature: Integrated Serper API for real-time web discovery alongside PubMed.
• Benefit: Provides a holistic view including scientific literature and global health news.

🛡️ Harden-V1 Security ✅ COMPLETED

• Status: Sanitized all frontend triggers and optimized modal visibility logic.
• Logic: Enforced !important CSS overrides and explicit JavaScript class toggling.

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🎬 Product Launch Calendar

• ⚡ Teaser Promo: April 6th, 2026 (6 PM) | 6:00 PM IST
• 🎥 Official Teaser: April 6th, 2026 | 6:00 PM IST

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Built with ❤️ for the Biomedical Research Community

Last updated: March 27, 2026 (1.6.5 PREMIUM - Research Trends & Web Integration)