{"id":49898441,"url":"https://github.com/pibulus/conversation_mapper_fresh","last_synced_at":"2026-05-16T01:37:27.593Z","repository":{"id":318478652,"uuid":"1071438207","full_name":"pibulus/conversation_mapper_fresh","owner":"pibulus","description":null,"archived":false,"fork":false,"pushed_at":"2025-11-16T08:53:57.000Z","size":446,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-11-16T10:17:00.536Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"TypeScript","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/pibulus.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-10-07T10:55:09.000Z","updated_at":"2025-11-14T12:47:42.000Z","dependencies_parsed_at":"2025-10-07T13:27:24.127Z","dependency_job_id":"3b27cc0c-11a0-4923-8091-0699307b2084","html_url":"https://github.com/pibulus/conversation_mapper_fresh","commit_stats":null,"previous_names":["pibulus/conversation_mapper_fresh"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/pibulus/conversation_mapper_fresh","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pibulus%2Fconversation_mapper_fresh","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pibulus%2Fconversation_mapper_fresh/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pibulus%2Fconversation_mapper_fresh/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pibulus%2Fconversation_mapper_fresh/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pibulus","download_url":"https://codeload.github.com/pibulus/conversation_mapper_fresh/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pibulus%2Fconversation_mapper_fresh/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33087028,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-15T20:25:35.270Z","status":"ssl_error","status_checked_at":"2026-05-15T20:25:34.732Z","response_time":103,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":[],"created_at":"2026-05-16T01:37:25.635Z","updated_at":"2026-05-16T01:37:27.584Z","avatar_url":"https://github.com/pibulus.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🧠 Conversation Mapper\n\n\u003e Turn messy meeting recordings into organized topic maps, action items, and summaries - automatically.\n\n**Conversation Mapper** uses AI to transform unstructured conversations (audio or text) into structured knowledge: transcripts with speaker detection, auto-generated action items, topic relationship graphs, and customizable exports.\n\n## ✨ Key Features\n\n### 🎤 Audio → Structure\n- **Record or upload** audio files\n- **Automatic transcription** with speaker diarization\n- **AI-powered analysis** extracts topics, action items, summaries\n- **Real-time visualizer** during recording\n\n### 🤖 AI Self-Checkoff (The Magic Feature)\nUser says: *\"I finished writing that report\"*\n→ AI automatically marks \"Write report\" action item as ✓ Complete\n\nThe AI compares new audio/text against existing action items and updates their status with reasoning.\n\n### 🕸️ Interactive Topic Graph (EmojimapViz)\n- **Non-chronological visualization** of conversation topics\n- **Emoji-based nodes** with relationship edges\n- **Force-directed layout** for organic topic clustering\n- Helps participants circle back to interrupted topics\n\n### 📤 Flexible Export\nTransform the same conversation into multiple formats:\n- Blog posts\n- Technical documentation\n- Meeting summaries\n- Haiku poems (why not?)\n- Custom prompts\n\n### 🎨 Beautiful, Responsive UI\n- **Mesh gradient backgrounds** (animated SVG)\n- **Clean Svelte-inspired aesthetic**\n- **Fully responsive** mobile layout\n- **Dark/light theme** with system detection\n- **Draggable cards** for customizable layout\n\n## 🚀 Quick Start\n\n### Prerequisites\n- **Deno** (v1.40+): [Install Deno](https://deno.land/manual/getting_started/installation)\n- **Google Gemini API Key**: [Get API key](https://aistudio.google.com/app/apikey)\n\n### Setup\n\n1. **Clone the repository**\n   ```bash\n   git clone \u003cyour-repo-url\u003e\n   cd conversation_mapper_fresh\n   ```\n\n2. **Set up environment variables**\n   ```bash\n   cp .env.example .env\n   ```\n\n   Edit `.env` and add your Gemini API key:\n   ```bash\n   GEMINI_API_KEY=your_api_key_here\n   ```\n\n3. **Start the development server**\n   ```bash\n   deno task start\n   ```\n\n   The app will be available at `http://localhost:8003`\n\n### First Use\n\n1. **Record** a conversation or **upload** an audio file\n2. Wait for AI processing (usually 10-30 seconds)\n3. **Explore** the dashboard:\n   - 📝 Transcript with speakers\n   - 📊 AI-generated summary\n   - ✅ Action items with assignees\n   - 🕸️ Topic relationship graph\n4. **Export** to different formats using the drawer\n5. **Share** conversations with shareable links\n\n## 📚 Documentation\n\n- **[WHAT_IS_THIS.md](./WHAT_IS_THIS.md)** - Detailed feature overview\n- **[core/README.md](./core/README.md)** - Framework-agnostic AI logic documentation\n- **[FEATURE_PARITY.md](./FEATURE_PARITY.md)** - Comparison with Svelte version\n- **[AUDIO_RECORDING.md](./AUDIO_RECORDING.md)** - Audio recording implementation\n- **[SPEAKER_DIARIZATION.md](./SPEAKER_DIARIZATION.md)** - Speaker detection details\n- **[GLOSSARY.md](./GLOSSARY.md)** - Terms and concepts\n\n## 🏗️ Architecture\n\n```\n/core/                  # Framework-agnostic AI logic\n  ├── ai/              # Gemini API wrapper \u0026 prompts\n  ├── orchestration/   # Parallel processing flows\n  ├── types/           # TypeScript type definitions\n  ├── storage/         # localStorage \u0026 share services\n  └── export/          # Format transformers\n\n/islands/              # Interactive Preact components (Fresh)\n/components/           # Shared UI components\n/routes/               # Fresh routes \u0026 API endpoints\n/signals/              # Global state (Preact signals)\n/utils/                # Utility functions\n/theme-system/         # Theme configuration\n```\n\nThe core AI logic (`/core/`) is extracted into pure TypeScript and can be used in **any framework** (React, Vue, Svelte, etc.). Fresh is just the current UI implementation.\n\n## 🛠️ Development\n\n### Available Commands\n\n```bash\ndeno task start      # Start dev server (port 8003)\ndeno task build      # Build for production\ndeno task preview    # Preview production build\ndeno task check      # Run linting and type checking\n```\n\n### Tech Stack\n\n- **Framework**: [Fresh](https://fresh.deno.dev/) (Deno + Preact)\n- **AI**: [Google Gemini](https://ai.google.dev/) (gemini-2.5-flash)\n- **Visualization**: [D3.js](https://d3js.org/) (force-directed graphs)\n- **State**: [Preact Signals](https://preactjs.com/guide/v10/signals/)\n- **Storage**: LocalStorage + IndexedDB\n- **Styling**: [Tailwind CSS](https://tailwindcss.com/)\n\n## 🎯 Use Cases\n\n- **Meeting notes**: Automatic transcription and action item extraction\n- **Interview analysis**: Topic mapping and speaker tracking\n- **Podcast summaries**: Generate blog posts from audio\n- **Brainstorming sessions**: Visualize topic relationships\n- **Status updates**: AI detects completed tasks from follow-up conversations\n\n## 🔐 Privacy\n\n- All processing happens through Google Gemini API\n- Conversations stored locally in browser (localStorage)\n- Shareable links use compressed data in URL (no server storage)\n- No analytics or tracking\n\n## 📝 License\n\nMIT License - see [LICENSE](./LICENSE) file for details\n\n## 🤝 Contributing\n\n[Add contributing guidelines if you want contributions]\n\n## 🙏 Acknowledgments\n\nBuilt with:\n- [Fresh](https://fresh.deno.dev/) - The next-gen web framework\n- [Google Gemini](https://ai.google.dev/) - Multimodal AI API\n- [D3.js](https://d3js.org/) - Data visualization\n\n---\n\n**Made with ☕ and lots of conversations**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpibulus%2Fconversation_mapper_fresh","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpibulus%2Fconversation_mapper_fresh","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpibulus%2Fconversation_mapper_fresh/lists"}