A collection of 2025 agentic workflows built in n8n. Showcases manual multi-model orchestration, RAG-to-SQL, and autonomous research pipelines developed before the era of standardized agentic protocols (MCP).

Agentic-Archive

Note: This repository is preserved as a technical showcase for educational purposes and was developed before the era of standardized agentic protocols (MCP).

Description

This repository contains a collection of agentic workflows built in early 2025 for data analysis and research purposes.

Context: At the time of development, standard agentic interfaces (like MCP or native Sandboxed Code Interpretation) did not exist or were not widely accessible. To achieve autonomous behavior, logic had to be explicitly built into rigid pipelines:

• Web Search: via DeepSeek Sonar API.
• Deep Research: Multi-model orchestration.
• Data Visualization: JSON-to-Visual generation.

Please note that some of these methods may now be superseded by modern, native "Deep Research" agents, MCP, or coding tools released since 2025. They are preserved here for reference and educational purposes.

Table of Contents

• Agentic
  • Multi-Model Research Agent
  • Data Analysis Agent
  • RAG and Research Agent
• Tooling
  • Sonar Web Search DeepSeek
  • Supabase Heartbeat Scheduler

Multi-Model Research Agent

The agent automates research by querying the DeepSeek Sonar API using DeepSeek and DeepSeek to gather, refine, and structure research findings. The Research Manager generates detailed insights from multiple queries, ensuring proper citations. The Research Compiler formats fi