https://github.com/gitayam/researchtoolspy
This project is designed to provide a collection of community-created and curated research tools and links, accessible via a web interface.
https://github.com/gitayam/researchtoolspy
python research streamlit
Last synced: 2 months ago
JSON representation
This project is designed to provide a collection of community-created and curated research tools and links, accessible via a web interface.
- Host: GitHub
- URL: https://github.com/gitayam/researchtoolspy
- Owner: gitayam
- Created: 2024-12-31T05:24:29.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2026-01-02T06:09:47.000Z (6 months ago)
- Last Synced: 2026-01-04T04:14:10.574Z (6 months ago)
- Topics: python, research, streamlit
- Language: TypeScript
- Homepage: https://researchtools.net
- Size: 200 MB
- Stars: 2
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Roadmap: ROADMAP.md
Awesome Lists containing this project
README
# Research Tools Platform
A comprehensive intelligence analysis and research platform built with React, TypeScript, and Cloudflare Pages.
## Overview
This application provides military intelligence analysts and researchers with a suite of analytical tools and frameworks including:
- **Analysis Frameworks**:
- COG Analysis with network visualization
- ACH (Analysis of Competing Hypotheses) with inconsistency scoring
- Behavior Change Wheel (COM-B Analysis)
- Deception Detection (SATS framework)
- Starbursting (5W1H question generation)
- SWOT, PEST, PMESII-PT, DIME, DOTMLPF
- Stakeholder Analysis, Causeway Analysis
- Surveillance/ISR Planning, Fundamental Flow Analysis
- **Content Intelligence**:
- URL analysis with AI-powered entity extraction
- Automatic Q&A generation from content
- Word cloud and phrase frequency analysis
- Citation generation (APA, MLA, Chicago)
- Social media extraction (Twitter, Instagram, TikTok)
- PDF text extraction and analysis
- **Intelligence Management**:
- Evidence collection and linking
- **Anonymous Evidence Submission Forms** - Create hash-based forms for crowdsourced evidence
- Actor/entity relationship mapping
- Source credibility tracking
- Event timeline management
- Investigation team collaboration
- Review and process submitted evidence
- **Network Analysis**:
- Interactive network graph visualization
- Auto-relationship generation from frameworks
- Export to Gephi, Neo4j, Maltego, i2 ANB
- **Report Generation**:
- Professional PDF exports with charts
- PowerPoint presentations
- Excel data exports
- Framework-specific report templates
- **Multi-workspace Support**:
- Isolated workspaces for different projects
- Public/private framework sharing
- Activity feed and notifications
- Hash-based authentication for guest access
## Tech Stack
- **Frontend**: React 18 + TypeScript + Vite
- **UI Components**: shadcn/ui (Radix UI + Tailwind CSS)
- **Backend**: Cloudflare Pages Functions (Workers)
- **Database**: Cloudflare D1 (SQLite at the edge)
- **AI Integration**: OpenAI GPT-4o-mini for analysis
- **i18n**: react-i18next for multi-language support
## Development
```bash
# Install dependencies
npm install
# Run development server
npm run dev
# Build for production
npm run build
# Preview production build
npm run preview
# Deploy to Cloudflare Pages
npx wrangler pages deploy dist
```
## Documentation
### Essential Docs
- **Lessons Learned**: `docs/LESSONS_LEARNED.md` - Critical bugs, fixes, and best practices
- **Cloudflare Lessons**: `docs/CLOUDFLARE_LESSONS_LEARNED.md` - Workers, Pages, D1 database tips
- **Roadmap**: `ROADMAP_2025.md` - Feature roadmap and future plans
- **Project Status**: `PROJECT_ROADMAP_STATUS.md` - Current development status
### Integration Guides
- `docs/GEPHI_IMPORT_GUIDE.md` - Export to Gephi for network visualization
- `docs/NEO4J_IMPORT_GUIDE.md` - Import data into Neo4j graph database
- `docs/MALTEGO_INTEGRATION_GUIDE.md` - Export to Maltego transforms
- `docs/I2ANB_INTEGRATION_GUIDE.md` - Export to IBM i2 Analyst's Notebook
- `docs/RSTUDIO_INTEGRATION_GUIDE.md` - R integration for statistical analysis
### Feature Documentation
- `docs/COLLABORATION_SYSTEM_DESIGN.md` - Collaboration features architecture
- `docs/INSTAGRAM_EXTRACTION.md` - Social media extraction implementation
- `docs/COG_IMPLEMENTATION_STATUS.md` - Center of Gravity analysis details
- `docs/ACCESSIBILITY.md` - Accessibility features and WCAG compliance
### Archive
Historical documentation has been organized into the `archive/` directory:
- `archive/planning/` - Feature planning documents and roadmaps
- `archive/implementations/` - Completed implementation summaries
- `archive/status-updates/` - Historical status reports and progress updates
- `archive/working-docs-2025/` - Working documents from 2025 development sessions
## Environment Variables
See `.dev.vars.example` for required environment variables:
- `OPENAI_API_KEY` - OpenAI API key for GPT features
- `VIRUSTOTAL_API_KEY` - Optional, for security lookups
## Database
Database schema and migrations are in `schema/migrations/`. The application uses Cloudflare D1 for edge database functionality.
## Deployment
The application is deployed to Cloudflare Pages with automatic deployments on push to main branch.
```bash
# Deploy to production
npm run build
npx wrangler pages deploy dist
# Watch deployment logs
npx wrangler pages deployment tail --project-name=researchtoolspy
```
## License
Proprietary - All Rights Reserved