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ottomator-agents

repository·main·Indexed 26 days ago

https://github.com/coleam00/ottomator-agents

An open-source library of AI agents for the Live Agent Studio platform. It includes source code and workflow JSONs for n8n agents (Base Sample and Agent Node patterns), Python-based agents with Supabase or PostgreSQL integration, and Voiceflow Dialog API integrations. The repository provides templates for managing conversation history, structured request/response data models using Pydantic, and Docker deployment guides.

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What's inside ottomator-agents

  1. Overview of the Advanced Web Researcher Agent

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    The Advanced Web Researcher Agent is an n8n-powered automation workflow designed for comprehensive online research. It integrates the Brave Search API with OpenAI GPT models to perform high-quality searches, automatically summarize web content, and provide structured research summaries with source attribution. It is designed to handle complex queries by filtering and prioritizing relevant information across multiple sources.

  2. Overview of Specialized Agents in MCP Agent Army

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    The system uses a primary orchestration agent that delegates tasks to the following specialized subagents, each equipped with its own MCP server and system prompt:

    • Airtable Agent: Manages Airtable databases and records.
    • Brave Search Agent: Performs web searches and retrieves information.
    • Filesystem Agent: Handles file operations and directory management.
    • GitHub Agent: Interacts with GitHub repositories, issues, and PRs.
    • Slack Agent: Sends messages and manages Slack communications.
    • Firecrawl Agent: Extracts data from websites through web crawling.

  3. Overview of n8n Youtube Assistant

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    The n8n Youtube Assistant is an automation agent designed to process YouTube video transcripts. It loads transcripts via a URL, stores them in a Supabase vector store, and generates summaries, key points, and quotes. Users can interact with the agent to chat about specific videos, ask follow-up questions, or search through previously indexed video content (e.g., searching for specific books, tools, or people mentioned in videos).

  5. Overview of Dynamic Dental Clinic Chatbot Agent features

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    The agent is designed to transform basic clinic information into a functional chatbot with the following capabilities:

    • Rapid Setup: Converts basic clinic info into a working chatbot quickly.
    • Dental Specific: Workflows and features are tailored specifically for dental clinic requirements.
    • Real-time Responses: Provides dynamic answers to patient inquiries.
    • Appointment Facilitation: Handles appointment scheduling and general patient assistance.
    • Scalability: Built on a framework that allows for expanding functionality over time.

  6. Overview of the Content Creator Agent

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    The Content Creator Agent is an n8n-powered automation agent designed to generate research-backed content for multiple social media platforms. By providing a target audience and a topic, the agent conducts web research and produces tailored content for LinkedIn, X (formerly Twitter), and blog posts, ensuring each piece aligns with platform-specific best practices.

  7. Overview of Tech Stack Expert Agent

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    The Tech Stack Expert Agent is a specialized n8n agent designed to help users determine the ideal technology stack for full-stack applications. It conducts guided conversations to assess application concepts, AI coding assistant constraints, user experience levels, expected scale, and specific technology requirements. It provides recommendations across Frontend, Backend, Authentication, Database, and LLM Integration categories.

  8. Overview of the Enish Restaurant Booking Agent

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    The Enish Restaurant Booking Agent is a Voiceflow-built AI assistant designed to automate table reservations. It manages the end-to-end booking lifecycle, including party size adaptation, deposit calculation, Stripe payment processing, and automated email confirmations. It also supports secure cancellations and refunds using OTP (One-Time Password) verification.

  9. Overview of Reddit Small Business Researcher

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    The Reddit Small Business Researcher is an n8n-powered agent designed to validate business concepts by analyzing discussions from the r/smallbusiness subreddit. It searches for relevant posts, filters them based on quality metrics (upvotes, content length, and recency), and uses AI to summarize findings into actionable insights, challenges, and success factors.

  10. Overview of Gilbert: AI-powered Real Estate Assistant

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    Gilbert is an AI-powered assistant designed to automate real estate services for agents operating in the United States. It streamlines property searches, answers real estate queries, and manages client consultations. The agent is built on the Voiceflow platform, making it compatible with websites, AI agent hubs like Live Agent Studio, and integration frameworks like Voiceflousion.

  11. Understand the Agentic RAG capabilities

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    This template implements an Agentic RAG system using Postgres with PGVector. Unlike standard RAG, this agent uses intelligent tool selection to solve specific limitations:

    • Intelligent Tool Selection: Dynamically switches between RAG lookups, SQL queries, or full document retrieval based on the user's question.
    • Numerical/Tabular Analysis: Uses SQL for precise calculations on spreadsheet or tabular data stored in Postgres.
    • Complete Context: Can access entire documents instead of being limited to small text chunks.
    • Cross-document Insights: Capable of connecting information across the entire knowledge base.
    • Efficient Storage: Utilizes JSONB in Postgres to store tabular data, avoiding the need to create new tables for every CSV file.

  12. Analyze AI Investment Trends (2024 Data)

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    This document provides a comprehensive analysis of the AI investment landscape in 2024, detailing funding statistics, sector-specific patterns, geographic distribution, and investor activity. It serves as a reference for understanding market dynamics, valuation trends, and emerging investment categories like Agentic AI and Multimodal AI.