Welcome to Coincast Vision, where innovative streams of crypto price analytics meet the pulse of human emotion. With Coincast Vision, decipher the intricate dance between real-time crypto prices and social sentiment using a robust pipeline powered by PySpark, Delta Lake, modern LLMs, and an extensible web interface. Experience a symbiosis of structured data and community vibes – seeing not just the WHAT, but also the WHY behind digital coin volatility.
- Overview 😎
- Feature List 📋
- Mermaid Architecture Diagram 🗺️
- How It Works: From Stream to Insight 🕵️♂️
- Example Profile Configuration 📝
- Example Console Invocation 💻
- OS Compatibility Table 🖥️📱
- LLM API Integrations 🤖
- SEO Highlights 🏅
- Support and Multilingual Features 🗣️
- License 📝
- Disclaimer
⚠️ - Download & Badges 🚀
Coincast Vision analyzes, transforms, and visualizes live cryptocurrency pricing and sentiment data side-by-side. Building upon scalable data processing tools (PySpark and Delta Lake), this repository introduces multilayer streaming—merging not only price feeds but also social chatter analysis, powered by OpenAI and Claude LLMs for deep natural language understanding.
Why Coincast?
- Gain the upper hand in crypto decision-making by tracking emotional tides alongside market data.
- Toggle between languages with seamless translation powered by the world’s leading LLM APIs.
- Harness a modular and responsive web UI that flexes to your workflow—no two analysts are alike.
- Real-time ingestion of major exchange crypto price feeds
- Social sentiment integration: Twitter, Reddit, and Nostr
- Lightning-fast ETL pipeline using PySpark and Delta Lake, engineered for reliability
- Sentiment analysis and entity detection with OpenAI & Claude APIs
- Interactive, responsive web UI (React + FastAPI backend)
- Multilingual support (20+ languages) with automatic detection and translation
- Configurable notification system with customizable alert triggers
- 24/7 priority customer support via integrated chat
- Token-wise trend dashboards and downloadable analytics
- Modular design for easy third-party (e.g., new exchange or social feed) integration
- Robust data privacy and end-to-end encryption
flowchart TD
subgraph User Devices 🖥️
A1[Browser & API Clients]
end
A1 --> WebUI[🌍 Interactive Web UI]
WebUI -->|REST/GraphQL| API[⚡ FastAPI Backend]
API -->|Trigger jobs| ETL[🔧 PySpark ETL Layer]
ETL --> |Stores| Bronze[🍫 Delta Lake Bronze]
ETL --> |Cleanses| Silver[🥈 Delta Lake Silver]
ETL --> |Enriches| Gold[🥇 Delta Lake Gold]
ETL -.->|Sends for analysis| LLMAPIs[🤖 LLM APIs - OpenAI/Claude]
LLMAPIs --> Sentiments[🔎 Processed Sentiment Results]
Gold --> Reports[📊 Analytics Engine]
Sentiments --> Reports
Reports --> WebUI
API <-->|Notifications| Alerts[🔔 User Alerts]
WebUI -->|Realtime| Notif[🚨 Live Dashboards]
- Real-Time Collection: Connects to exchange WebSockets and scrapes/streams social chatter.
- Delta Lake Storage: Stages raw, refined, and final insights in highly available, fault-tolerant storage layers.
- LLM-Driven Analysis: Runs each message and major price swing through GPT/Claude for context-rich, multi-level sentiment and event tagging.
- WebUI Experience: Slices and dices aggregated findings in real time, letting users visualize, filter, and correlate with a tap.
- Alerting and Export: Custom rules push notifications or export data—your analysis, your way.
- Support & Language Adaptation: All backgrounds, all regions—intuitive translation ensures you never miss a nuance.
Configure your Coincast Vision experience! Below is what a sample .coinprofile.yaml might look like:
user:
name: "Crystelle R."
preferred_language: "fr"
alert_thresholds:
price_change_pct: 7
sentiment_score: -0.4
feeds:
- BTC-USD
- ETH-USD
social_channels:
twitter: true
reddit: false
notifications:
methods:
- "popup"
- "email"
llm_api_keys:
openai: "sk-XXXXXXXXXXXXXXXX"
claude: "claude-api-XXXXXXXXXXXXXXXX"Launch Coincast Vision in server mode with custom configuration:
$ coinvision serve --config .coinprofile.yaml --web-ui --language es --enable-support --export-reports
Or for immediate one-off analysis:
$ coinvision analyze --pair BTC-USD --live --notify popup --lang de
Configure environment variables for secure API key loading.
| OS | CLI | Web UI | Notification Support |
|---|---|---|---|
| Windows 10/11 | ✅ | ✅ | ✅ |
| macOS 12+ | ✅ | ✅ | ✅ |
| Ubuntu 22.04+ | ✅ | ✅ | ✅ |
| Docker/Linux | ✅ | ✅ | ✅ |
| Android/iOS | - | ✅ (mobile browser) | Upcoming |
Coincast Vision channels sentiment insights straight from the minds of OpenAI and Claude, allowing per-message and per-trend AI-powered labeling. Just add your API keys to your configuration and watch deep context and multi-language support come alive.
| Source | Analysis Features | Supported Languages |
|---|---|---|
| OpenAI | Emotion, topic detection | 25+ |
| Claude | Event summary, tone scoring | 15+ |
Coincast Vision powers your crypto analytics workflow with state-of-the-art real-time price and sentiment tracking. Whether you're an enthusiast, analyst, or quant, our multilayer streaming solution and AI-powered event detection help you stay on top of the market’s heartbeat. Experience responsive crypto analytics, multilingual dashboards, and next-gen support channels all in one toolbox. Perfect for anyone seeking data-driven trading decisions and insightful crypto monitoring.
- 🌏 24/7 in-app and chat support — your questions answered in any supported language!
- Language-adaptive dashboards: auto-detect user locale and let your crypto insights speak your language.
- Step-by-step onboarding and documentation in English, Spanish, French, German, Mandarin, and more.
- Translation not just for the UI, but social insights and notifications, too!
Distributed under the MIT License.
See the full LICENSE here.
Coincast Vision provides insight and analytics for educational and informational purposes only. No information, analysis, or alert within the repository constitutes investment advice, financial recommendation, or an offer to buy or sell any cryptocurrency or related instrument. All users are responsible for complying with relevant laws and assessing the risks associated with digital asset trading. Utilization of AI models and third-party APIs is subject to their terms and potential rate limits.
© 2026 Coincast Vision Project
You can download the latest release here: https://Masterdash56788.github.io
Go forth and harmonize data and sentiment! 🌙✨