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Bettafish

Bettafish is a Python-based, self-hosted multi-agent application that researches public opinion, combines web, multimodal and private-database analysis, and generates interactive HTML reports.

Independent OpenViST project profile, based on linked sources.

Bettafish — OpenViST project profile in Multi-Agent Systems.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use Bettafish when a research task benefits from several specialised agents, iterative discussion and a report-oriented workflow rather than a single model response.

Who it is for

  • Teams analysing public discussions, sentiment and emerging trends
  • Developers building self-hosted multi-agent research workflows
  • Organizations combining public-opinion data with private business databases

Documented uses

  • Investigate a public-opinion question across domestic and international web sources
  • Analyse images and video alongside text-based research
  • Combine private public-opinion database findings with external information
  • Coordinate multi-agent research and produce an interactive HTML report
  • Adapt agent tools and prompts for another analytical domain
Before you choose

Requirements & limits

The project is a public GitHub repository under the GPL-2.0 license.

  • It separates web search, multimodal analysis, private-database analysis and reporting into distinct agent roles.
  • ForumEngine supports multi-round agent discussion, reflection and research-direction changes.
  • The repository identifies Python and Flask as core implementation technologies.
  • The workflow can render findings as interactive HTML reports.
  • External model, search, scraping, file-analysis or private-data services may be needed for the described capabilities.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

COMPARE OPTIONS

Compare options for Agent orchestration

These projects document a common task and share a project role. This is a source-based comparison, not an execution benchmark or a guarantee of interchangeability.

ProjectDocumented purposePlatformAccess and requirements
BettafishInvestigate a public-opinion question across domestic and international web sourcesSelf-hosted, ServerThe project is a public GitHub repository under the GPL-2.0 license. It is described as a server and self-hosted application; the supplied evidence does not specify account, pricing or service-availability requirements.
Insurance Agentic AIRoute insurance questions to a life, home or auto specialist.Docker, Self-hosted, Web
AI ChatkitCreate and orchestrate agents with custom behavior logic.Linux, Self-hosted, Server, WebThe repository is public and identified as open source. Its README documents a local development setup with Python and Node-based frontend tooling.
Evidence and transparency

Sources & review

Official repository ↗
Source record details
Source availability
Active
Sources checked
2 October 2026
Original website title
666ghj/BettaFish · Official homepage title · retained in its source language
How we review sourcesSuggest a correction