Vishnu

🔱 Vishnu (openGotham) — Open Source Palantir Gotham Alternative

🚀 Vishnu is an open-source, enterprise-grade intelligence integration, operational analysis, decision platform, and defense analytics engine — designed as an open-source alternative to Palantir Gotham.

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🔍 Key Highlights & Keywords 🔑

• 🛡️ Palantir Gotham Alternative / Open Source Palantir
• 🛰️ Defense Intelligence & Operations Platform
• 🧬 Dynamic Ontology & Data Fusion Engine
• 🗺️ Geospatial-Temporal Tracking & GIS Mapping
• 🕸️ Link Analysis & Interactive Graph Visualizer
• 🤖 AI Tactical Co-Pilot & Retrieval-Augmented Generation (RAG)
• 🔒 Air-Gapped Enterprise Security (ABAC/RBAC)

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📌 Executive Summary 📝

Project Vishnu bridges the gap between fragmented data sources and tactical/strategic decision-making. Built for intelligence analysts 🕵️‍♂️, defense operations 🎖️, law enforcement agencies 🚔, disaster response teams 🚨, and enterprise risk managers 🏢, Vishnu delivers a unified, ontology-driven operational picture.

By leveraging modern open-source software (OSS) infrastructure ⚡, Vishnu enables multi-source data ingestion 📥, entity resolution 🧩, dynamic graph visualization 📊, geospatial-temporal tracking 🌐, real-time collaboration 🤝, and AI-assisted intelligence synthesis 🧠.

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🏗️ System Architecture & High-Level Components 📐

flowchart TD
    subgraph Ingestion & Pipeline Layer
        A[Data Connectors & Pipelines\nKafka / Spark / Airflow] --> B[Data Sanitation & ETL]
        B --> C[Entity Resolution & Fusion Engine]
    end
    subgraph Core Engine Layer
        C --> D[Dynamic Ontology & Object Store]
        D --> E[Graph Database / Neo4j]
        D --> F[Vector DB / Qdrant]
        D --> G[Search & Analytics / OpenSearch]
    end
    subgraph Operational & Application Layer
        E & F & G --> H[Vishnu Core API Gateway]
        H --> I[Dossier & Graph Workspace]
        H --> J[Geospatial Operational Map]
        H --> K[Timeline & Event Correlation Engine]
        H --> L[AI Tactical Co-Pilot / LLM Engine]
    end

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🔥 Core Capabilities & Planned Features ✨

1. 🧬 Unified Dynamic Ontology & Data Fusion Engine

• ⚙️ Flexible Schema Configuration: Custom definitions for Entities (Persons, Organizations, Vehicles, Locations, Objects), Relationships, and Events.
• 🧩 Automated Entity Resolution: Rule-based and machine-learning-driven record matching, deduplication, and identity resolution across heterogeneous data feeds.
• 📜 Data Provenance & Lineage: Immutable lineage tracking detailing exact origin, confidence scoring, and transformations for every data point.
• 🔐 Security & Fine-Grained Access Control (ABAC/RBAC): Object-level, property-level, and classification-based access policy controls (e.g., SECRET, TOP SECRET, Need-To-Know tags).

2. 🕸️ Interactive Graph & Dossier Workspace (Link Analytics)

• 🔍 Link Analysis Visualizer: High-performance visual canvas for investigating network connections, hidden relationships, and shortest path discovery.
• 📁 360-Degree Entity Dossiers: Unified profile views collating historical activities, associated assets, linked entities, communications, and media artifacts.
• 📈 Network Metrics & Pattern Detection: Centrality metrics (betweenness, closeness, eigenvector), community detection, and anomaly clustering.

3. 🗺️ Geospatial-Temporal Operational Map (GIS Workspace)

• 🌍 Multi-Layer GIS Integration: Native support for Vector tiles, Raster data, GeoTIFFs, WMS/WMTS standards, and satellite imagery feeds.
• 🛰️ Real-Time Asset Tracking: Low-latency streaming of telemetry data (AIS for maritime, ADS-B for aviation, GPS for ground units, IoT sensor feeds).
• 🚨 Geofencing & Spatial Alerting: Dynamic spatial boundaries triggering immediate notifications on unauthorized entry/exit or abnormal movements.
• ⏱️ Temporal Playback Controls: Time-scrubbing sliders to visually replay movements, troop deployments, or incident progressions over specific historical windows.

4. ⏳ Timeline & Event Correlation Engine

• 📅 Chronological Event Stream: Multi-source event aggregation displayed in an interactive timeline view.
• 🔄 Sequence & Pattern Matching: Automatic detection of recurring temporal patterns or pre-defined sequence indicators (e.g., suspicious financial transfers followed by travel events).
• 🌐 Cross-Spectrum Correlation: Simultaneous correlation of cyber telemetry, physical movements, and communications metadata.

5. 🤖 Tactical AI & Natural Language Co-Pilot

• 🧠 Retrieval-Augmented Generation (RAG): Natural language querying over structured ontology stores and unstructured document repositories (PDFs, intercepted logs, reports).
• 📑 Automated Briefing & Intelligence Synthesis: AI-generated executive summaries, tactical situation reports (SITREPs), and action plan recommendations.
• 🏷️ Entity Extraction & NLP: Automatic extraction of named entities (NER), sentiment, and event structures from unstructured text data in multiple languages.

6. 🤝 Collaborative Operations & Incident Room

• 🖥️ Real-Time Multi-User Canvas: Live co-investigation tools enabling analysts across locations to share graph states, map layers, and annotations simultaneously.
• 📦 Evidence Management & Dossier Exporting: Export court-ready or command-ready intelligence packages, interactive HTML reports, and standardized PDF dossiers.
• 📋 Operational Workflow Management: Task assignments, target package generation, approval chains, and audit logs.

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🛠️ Open Source Technology Stack 💻

Category	Open-Source Technology Stack Options
Frontend / UI Canvas 🎨	React, TypeScript, Cytoscape.js / G6, Mapbox GL JS / Deck.gl, Tailwind CSS
Backend & Microservices ⚙️	Go / Python (FastAPI) / Rust, GraphQL, gRPC
Graph Analytics Database 🕸️	Neo4j, Apache Age, Memgraph
Search & Indexing Engine 🔍	OpenSearch, Elasticsearch
Vector DB (AI & RAG) 🧠	Qdrant, Milvus, pgvector
Streaming & Data Storage 💾	Apache Kafka, ClickHouse, PostgreSQL, MinIO
Orchestration & Infra 🐳	Kubernetes, Helm, Apache Airflow

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🛡️ Enterprise Security & Defense Compliance 🔒

• 🏷️ Multi-Level Classification Support: Granular data tagging to isolate sensitive intelligence based on clearance levels.
• 🔑 Zero Trust & SAML/OIDC Integration: Seamless integration with Keycloak, Okta, Active Directory, and PKI certs.
• 📋 Full Audit Logging: Comprehensive tamper-proof auditing of search queries, data views, downloads, and graph edits.
• 🌐 Air-Gapped Deployment Support: Native support for deployment in fully disconnected, air-gapped, and edge computing environments.

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🎯 Target Use Cases 🎯

• 🎖️ Defense & Intelligence Agencies: Operational picture aggregation, target package development, threat tracking, situational awareness.
• 🚔 Law Enforcement & Counter-Terrorism: Gang network mapping, financial crime tracing (AML), cross-jurisdictional intelligence sharing.
• 🛡️ Cybersecurity & Threat Intelligence: Advanced persistent threat (APT) mapping, infrastructure attribution, SOC incident response correlation.
• 🚨 Crisis & Disaster Response: Resource deployment tracking, damage assessment mapping, multi-agency coordination during natural disasters.
• 🏦 Financial Crime & Enterprise Fraud: Complex fraud ring detection, supply chain vulnerability assessment, insider threat monitoring.

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🛣️ Roadmap & Milestones 🗺️

• Phase 1: Core Foundation 🧱
  • Project setup & architecture RFC
  • Data model & dynamic ontology framework schema setup
  • Basic GraphQL / REST backend API core
• Phase 2: Ingestion & Resolution 📥
  • Batch/stream data ingestion pipelines
  • Rule-based Entity Resolution & Deduplication framework
• Phase 3: Visual Analytics Core 📊
  • Dynamic graph link analysis canvas UI
  • 360-degree Dossier management UI
  • Geospatial map view integration (Deck.gl / Mapbox)
• Phase 4: AI & Collaborative Suite 🤖
  • LLM RAG engine integration over unstructured docs & ontology
  • Real-time collaborative workspace (WebSocket/CRDT)
  • Audit logging, RBAC/ABAC security layer completion

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🤝 Contributing & Community 🌐

Contributions are warmly welcomed! Whether you are an intelligence specialist, software engineer, UI/UX designer, or security expert, you can help shape Vishnu into a premier open-source platform.

Please review our upcoming Contributing Guidelines before submitting Pull Requests.

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💖 Support & Sponsorship 🌟

If you find this project ambitious, valuable, or interesting, please consider supporting its open-source development!

• ⭐ Star this repository to show your support and raise awareness!
• 🍴 Fork it to start contributing or building custom extensions.
• 📢 Share it with fellow developers, researchers, and intelligence professionals.
• ☕ Sponsor the developer by buying a coffee or sponsoring ongoing open-source work via the GitHub Sponsor Dashboard.

Thank you for being part of the open-source defense & operational analytics community! 🙏

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📈 Star History 🌟

Star History Chart

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📜 License 📄

Project Vishnu is released under the Apache 2.0 License.