nikmcfly/MiroFish-Offline

Health v2 · maintenance only

Flags: no_releases young

Adoption not part of the score

2490 stars · 652 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

MiroFish-Offline is a fully local, English-language fork of MiroFish, a multi-agent swarm intelligence engine that simulates public opinion and social media reactions to documents using hundreds of AI-generated agent personas. It runs entirely on your own hardware using Ollama for LLM inference and Neo4j for knowledge-graph memory, with no cloud API dependencies.

Use cases

• simulate public reaction to a press release before publishing
• predict market sentiment for a financial report
• model how a policy draft spreads on social media
• run opinion dynamics simulations fully offline
• chat with simulated agents to understand why they posted
• build a knowledge graph of entities and relationships from a document
• study topic propagation and influence dynamics in agent swarms

When to choose

• you need privacy-preserving, fully local simulation with no cloud API keys
• you want to forecast public or market sentiment on your own hardware
• you prefer an English UI over the original Chinese-only MiroFish
• you want Neo4j-backed agent memory and post-simulation agent interviews

When to avoid

• you lack the hardware to run local LLMs via Ollama
• you need a lightweight library to embed in another app rather than a full application
• you need cloud-scale LLM quality or hosted graph memory
• you cannot accept AGPL-3.0 licensing terms

Facets

application · maturity active

agent-framework llm-inference rag simulation chat-interface data-visualization artificial-intelligence large-language-models simulation social-media self-hosted self-hosted python multi-agent-simulation ollama neo4j knowledge-graph swarm-intelligence public-opinion-simulation offline-ai sentiment-analysis social-dynamics ai-agents docker nodejs web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="nikmcfly/MiroFish-Offline")