[PR #428] [CLOSED] Add IntellyWeave - OSINT multi-agent platform with entity-aware RAG #1345

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GiteaMirror · 2026-04-17T05:22:54-05:00

GiteaMirror commented

2026-04-17 05:22:54 -05:00

📋 Pull Request Information

Original PR: https://github.com/Shubhamsaboo/awesome-llm-apps/pull/428
Author: @vericle
Created: 1/17/2026
Status: ❌ Closed

Base: main ← Head: add-intellyweave

📝 Commits (1)

c93dfb7 Add IntellyWeave - OSINT multi-agent platform with entity-aware RAG

📊 Changes

1 file changed (+2 additions, -1 deletions)

View changed files

📝 README.md (+2 -1)

📄 Description

Add IntellyWeave - OSINT Intelligence Platform

Disclosure: I am the creator of this project.

Link: https://github.com/vericle/intellyweave

Section: 🚀 Advanced AI Agents

What is IntellyWeave?

IntellyWeave is an Open-Source Intelligence (OSINT) analysis platform that transforms document chaos into actionable intelligence. It combines multi-agent orchestration with entity-aware RAG for investigation workflows.

Key Features

GLiNER Entity Extraction: Zero-shot NER extracting 7 entity types (persons, organizations, locations, dates, events, laws, cryptonyms) stored as Weaviate metadata arrays
Knowledge Graph: Entity relationships discovered from document co-occurrences with network visualization (vis-network with ForceAtlas2 physics)
Geospatial Mapping: Mapbox 3D visualization with:
- Live geocoding during chat sessions
- Route discovery from document analysis
- Heatmaps with statistical weighting
- Historical place name normalization
6-Phase Intelligence Orchestrator: Entity enrichment → Relationship mapping → Geospatial analyst → Network analysis → Pattern detection → Synthesis
Entity-Aware RAG: Weaviate vector database with hybrid search (semantic + entity filtering)

Technical Stack

Vector Database: Weaviate with Elysia framework
Entity Extraction: GLiNER zero-shot NER (NAACL 2024)
LLM Orchestration: DSPy
Backend: FastAPI
Frontend: Next.js
Visualization: Mapbox GL, vis-network

Live Demo

30-minute interactive demo available: Supademo

License

BSD 3-Clause (open source)

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/Shubhamsaboo/awesome-llm-apps/pull/428 **Author:** [@vericle](https://github.com/vericle) **Created:** 1/17/2026 **Status:** ❌ Closed **Base:** `main` ← **Head:** `add-intellyweave` --- ### 📝 Commits (1) - [`c93dfb7`](https://github.com/Shubhamsaboo/awesome-llm-apps/commit/c93dfb7b9e1de64d3423466b0a657ac3054bb0a1) Add IntellyWeave - OSINT multi-agent platform with entity-aware RAG ### 📊 Changes **1 file changed** (+2 additions, -1 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+2 -1) </details> ### 📄 Description ## Add IntellyWeave - OSINT Intelligence Platform **Disclosure**: I am the creator of this project. **Link**: https://github.com/vericle/intellyweave **Section**: 🚀 Advanced AI Agents ### What is IntellyWeave? IntellyWeave is an Open-Source Intelligence (OSINT) analysis platform that transforms document chaos into actionable intelligence. It combines multi-agent orchestration with entity-aware RAG for investigation workflows. ### Key Features - **GLiNER Entity Extraction**: Zero-shot NER extracting 7 entity types (persons, organizations, locations, dates, events, laws, cryptonyms) stored as Weaviate metadata arrays - **Knowledge Graph**: Entity relationships discovered from document co-occurrences with network visualization (vis-network with ForceAtlas2 physics) - **Geospatial Mapping**: Mapbox 3D visualization with: - Live geocoding during chat sessions - Route discovery from document analysis - Heatmaps with statistical weighting - Historical place name normalization - **6-Phase Intelligence Orchestrator**: Entity enrichment → Relationship mapping → Geospatial analyst → Network analysis → Pattern detection → Synthesis - **Entity-Aware RAG**: Weaviate vector database with hybrid search (semantic + entity filtering) ### Technical Stack - **Vector Database**: Weaviate with Elysia framework - **Entity Extraction**: GLiNER zero-shot NER (NAACL 2024) - **LLM Orchestration**: DSPy - **Backend**: FastAPI - **Frontend**: Next.js - **Visualization**: Mapbox GL, vis-network ### Live Demo 30-minute interactive demo available: [Supademo](https://app.supademo.com/embed/cmizklvt10rwr14g48e8zgl73) ### License BSD 3-Clause (open source) --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-04-17 05:22:54 -05:00

GiteaMirror closed this issue

2026-04-17 05:22:55 -05:00

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Reference: github-starred/awesome-llm-apps#1345