Episode 11: Deepseek R1 Tool Agent Function Calling

Here is the Deepseek R1 Ollama model with function/tool calling abilities
https://ollama.com/MFDoom/deepseek-r1-tool-calling

You can run these models on your laptop with Ollama or you can run them on Runpod GPU’s such as A100’s and LS40’s using Ollama. 

Based on my testing the LS40 GPU worked pretty fast with a pricing of only $0..86/hr

Here’s the Guide to Setting up Ollama on Runpod:
https://docs.runpod.io/tutorials/pods/run-ollama

Deepseek R1 Scenario #1: Mission To Mars (Planning)

We’ve got 5 rocket ships with 125 people that we want to take from Earth to Mars in 2 years. along with the people, we have 20K ton of supllies including food, materials and equipment, Please give me a plan for establishing a colony on Mars in two years.

Response:

Establishing a Mars colony in 2 years with 5 rockets125 people, and 20,000 tons of supplies is extraordinarily ambitious, given current technological constraints. Below is a high-level plan that balances feasibility with your requirements, while addressing critical challenges. Note that key modifications to the original parameters (e.g., rocket payload capacity) may be necessary to align with realism.


Key Challenges to Address Upfront

  1. Payload vs. Rocket Capacity:

    • 20,000 tons is ~40x the payload capacity of 5 SpaceX Starships (100-150 tons each). For context, 20K tons would require ~200 Starship launches.
    • Solution: Leverage in-situ resource utilization (ISRU) to drastically reduce the need for shipped supplies (e.g., produce water, oxygen, and fuel on Mars).
    • Recommend revising supplies to ~500–1,000 tons unless rockets are hypothetically advanced (e.g., nuclear thermal propulsion with 4,000-ton payloads).
  2. Transit Time vs. Launch Windows:

    • Mars launch windows occur every 26 months. In a 2-year timeline, you may only have one optimal window for sending crew.
    • Solution: Send cargo first in an early window, then crew in the next (adjusting the timeline slightly to 26–28 months).
  3. Crew Viability:

    • Sustaining 125 people requires ~1.5–2 tons of food/water/person/year, plus habitats, radiation shielding, and medical infrastructure.

Phase 1: Pre-Deployment of Critical Infrastructure (Months 1–12)

Goal: Deliver robots, power systems, and ISRU equipment to prepare the colony site before humans arrive.

  • Cargo Missions (5 rockets, 1st launch window):
    • Payload Priority:
      1. Autonomous robots for site prep (leveling terrain, digging ice).
      2. Modular nuclear reactors (10–20 MW) for power.
      3. ISRU units to extract water ice and produce liquid oxygen/methane fuel.
      4. Prefab habitats (inflatable or 3D-printed structures).
      5. Greenhouse modules and hydroponics systems.
    • Landing Site: Near the Martian equator (e.g., Arcadia Planitia) for solar energy and subsurface ice access.

Phase 2: Crewed Mission Deployment (Months 13–24)

Goal: Transport 125 colonists and remaining supplies.

  • Crewed Missions (5 rockets, 2nd launch window):
    • Crew Distribution: 25 people per rocket (assuming advanced life-support systems).
    • Final Cargo:
      • Medical supplies, spare parts, and tools.
      • Seeds, soil additives, and lab equipment for food production.
      • Communication satellites for Mars-Earth relay.
  • Transit Strategy:
    • Use fast-transfer trajectories (6–7 months) with radiation shielding (e.g., water walls).
    • Crew trains en route for Mars surface operations.

Phase 3: Colony Setup (Months 18–24)

Goal: Activate life-support systems and begin sustainable operations.

  1. Habitat Assembly:
    • Connect prefab modules and deploy 3D printers using Martian regolith for radiation shielding.
  2. Food Production:
    • Start hydroponics (leafy greens, potatoes) and insect farms (protein). Full food self-sufficiency may take 2–3 years.
  3. Fuel Production:
    • ISRU plants refuel rockets for Earth return (if reusable).
  4. Health/Safety:
    • enforce strict dust decontamination protocols.
    • Monitor radiation exposure and mental health.

Critical Adjustments for Success

  1. Reusable Rockets: Assume rockets can make multiple trips in 2 years (e.g., 5 rockets launching 10x each = 50 launches).
  2. ISRU Dependency: Reduce shipped supplies to 5,000 tons by producing 75% of water/oxygen/fuel on Mars.
  3. Phased Population Growth: Start with 30–50 colonists, scaling to 125 after confirming infrastructure stability.

2-Year Timeline Summary

TimeActivity
Months 1–6Finalize rocket/robotic payload designs.
Month 7Launch cargo missions (1st window).
Months 8–18Robots prep site, deploy reactors/ISRU.
Month 19Launch crewed missions (2nd window).
Months 25–26Colonists land and activate colony systems.

Required Technologies

  • Advanced ISRU (e.g., MOXIE 2.0 for oxygen extraction).
  • Closed-loop life support (NASA’s ACLS or similar).
  • Autonomous construction robots (e.g., Boston Dynamics Marsdogs).

Let me know if you’d like to dive deeper into specific systems (e.g., radiation shielding, legal frameworks) or adjust assumptions! 

Deepseek R1 Scenario #2: 3D Printing Startup Investment (Strategy – Decision Making)

We have a consumer 3d printer startup and we are deciding how to allocate 20 million dollaras in funding for 2025. Last year we made a profit of 5 million selling our hobbyist 3D printers at retail for $550 wth a material cost of 300. Should we spend more on increasing capacity so we can produce more 3d printers for 2025 or should we spend more money on upgrading our existing printers with the latest omputer chips or allocate more money towards advertising to generate more sales.

Researcher’s Response:

The global 3D printing market is experiencing robust growth, driven by advancements in technology, increasing adoption across various industries, and rising demand for consumer-grade printers. Here are the key trends and forecasts shaping the industry:

Market Size and Growth

  • Projected Market Size: The global 3D printing market is expected to reach between 119.92 billion by 2030, growing at a compound annual growth rate (CAGR) of 17.3% to 22.1%.
  • 2024 Valuation: In 2024, the market size is estimated to be around $24.37 billion.

Industry Segments

  • Consumer Grade 3D Printers: The consumer-grade segment is showing a steady upward trend, with strong growth anticipated through 2032.
  • Key Players: Major companies operating in the market include Stratasys Ltd., 3D Systems Corporation, Proto Labs Inc., SLM Solutions Group AG, and EOS GmbH.

Regional Insights

  • Germany’s Role: Germany holds a significant share of the European market, accounting for 37% of the region’s 3D printing technology consumption.
Trends to Watch
  • Technological Advancements: Innovations in materials, production capabilities, sustainability, and artificial intelligence are driving growth.
  • Sustainability: Increased focus on eco-friendly practices is expected to influence market dynamics.
  • Recovery and Outlook: Positive outlook for additive manufacturing in 2025, with anticipated recovery in shipments.
Consumer Preferences
  • Best 3D Printers for 2025: Enthusiast builds and professional setups are among the most reliable options, catering to both budget-conscious consumers and high-end users.

For more detailed insights, consulting specific market reports or reaching out to industry experts can provide tailored information and quotes.

Writer
Alright, so I’ve got this 3D printing startup, right? Last year we made a cool 550 each, with material costs being 20 million to allocate for 2025. The big question is: should we spend more on increasing production capacity, upgrading our existing printers with the latest tech, or beef up our advertising to boost sales?

First off, I need to understand where the market’s heading. The global 3D printing market is expected to hit between 119.92 billion by 2030. That’s a massive growth from the estimated $24.37 billion in 2024. Our niche is consumer-grade printers, which are seeing steady growth through 2032. Key players like Stratasys and 3D Systems are already big in this space, so we need to stay competitive.

Thinking about our options:

  1. Increasing Capacity: If we ramp up production, we can meet more demand and possibly lower costs per unit due to economies of scale. But it’s a big investment and comes with risks if the market doesn’t grow as expected.

  2. Upgrading Printers: Adding the latest computer chips could make our printers more appealing, especially to tech-savvy consumers. It might justify higher prices or attract new customers looking for cutting-edge features.

  3. Advertising and Marketing: More ads could drive sales by increasing brand awareness and attracting new customers. But it’s hard to predict the return on investment here.

I think a balanced approach makes sense. Allocating funds to all three areas but prioritizing advertising might yield the best results, ensuring we both produce enough printers and maintain a strong market presence with upgraded products.

To address how to allocate 5 million from selling hobbyist 3D printers at 300, I recommend the following allocation strategy:

Allocation Strategy:
  1. Increase Production Capacity: Allocate 40% ($8 million) to scale up production. This will allow meeting growing demand and potentially reducing per-unit costs through economies of scale.

  2. Upgrade Existing Printers: Invest 30% ($6 million) in integrating the latest computer chips and technology into current models, enhancing product appeal and possibly allowing for higher pricing.

  3. Advertising and Marketing: Dedicate 30% ($6 million) to boost advertising efforts to increase brand awareness, attract new customers, and drive sales growth.

Reasoning:
  • Production Capacity: Ensures we can meet market demand without missing out on potential sales due to supply constraints.
  • Upgrades: Enhances product competitiveness and can justify premium pricing, attracting tech-savvy consumers.
  • Advertising: Critical for capturing market share in a competitive landscape by increasing visibility and customer base.

This balanced approach supports both production capabilities and market presence, aligning with the growing 3D printing market trends.

Final Answer

Alright, so I’ve got this 3D printing startup, right? Last year we made a cool 550 each, with material costs being 20 million to allocate for 2025. The big question is: should we spend more on increasing production capacity, upgrading our existing printers with the latest tech, or beef up our advertising to boost sales?

First off, I need to understand where the market’s heading. The global 3D printing market is expected to hit between 119.92 billion by 2030. That’s a massive growth from the estimated $24.37 billion in 2024. Our niche is consumer-grade printers, which are seeing steady growth through 2032. Key players like Stratasys and 3D Systems are already big in this space, so we need to stay competitive.

Thinking about our options:

  1. Increasing Capacity: If we ramp up production, we can meet more demand and possibly lower costs per unit due to economies of scale. But it’s a big investment and comes with risks if the market doesn’t grow as expected.

  2. Upgrading Printers: Adding the latest computer chips could make our printers more appealing, especially to tech-savvy consumers. It might justify higher prices or attract new customers looking for cutting-edge features.

  3. Advertising and Marketing: More ads could drive sales by increasing brand awareness and attracting new customers. But it’s hard to predict the return on investment here.

I think a balanced approach makes sense. Allocating funds to all three areas but prioritizing advertising might yield the best results, ensuring we both produce enough printers and maintain a strong market presence with upgraded products.

To address how to allocate 5 million from selling hobbyist 3D printers at 300, I recommend the following allocation strategy:

Allocation Strategy:
  1. Increase Production Capacity: Allocate 40% ($8 million) to scale up production. This will allow meeting growing demand and potentially reducing per-unit costs through economies of scale.

  2. Upgrade Existing Printers: Invest 30% ($6 million) in integrating the latest computer chips and technology into current models, enhancing product appeal and possibly allowing for higher pricing.

  3. Advertising and Marketing: Dedicate 30% ($6 million) to boost advertising efforts to increase brand awareness, attract new customers, and drive sales growth.

Reasoning:
  • Production Capacity: Ensures we can meet market demand without missing out on potential sales due to supply constraints.
  • Upgrades: Enhances product competitiveness and can justify premium pricing, attracting tech-savvy consumers.
  • Advertising: Critical for capturing market share in a competitive landscape by increasing visibility and customer base.

This balanced approach supports both production capabilities and market presence, aligning with the growing 3D printing market trends.

 

Deepseek R1 Scenario #3: Manfacturing Supply Chain (Strategy – Decision Making)

I have a small motorcycle manufacturing company I want to optimize my supply chain and maximize sales in 2025. What are some recommendations for dealing with potential 50-60% tariffs on imported parts from outside the USA?

Researcher’s Response:

According to the provided information, President Trump has threatened to impose tariffs on products from Canada, Mexico, and China starting February 1. These three countries are among the largest trading partners of the United States, and the imposition of tariffs could significantly impact both diplomatic relationships and global supply chains.

Key details include:

  1. Tariff Implementation Date: The tariffs are set to take effect on February 1, leaving only a short period (10 days from the announcement) for potential negotiations or changes in policy.

  2. Affected Countries: Canada, Mexico, and China are the target countries for these tariffs. Together, they account for more than one-third of U.S. trade, indicating the substantial economic implications of this decision.

  3. Potential Impact:

    • Diplomatic Relations: The tariffs could strain relationships with these key trading partners.
    • Global Supply Chains: Disruptions to supply chains could lead to delays and increased costs for goods.

Given the proximity to the implementation date, businesses and consumers should monitor developments closely as the situation may evolve rapidly.

 
 
Writer’s Response
For a small motorcycle manufacturing company aiming to optimize its supply chain and maximize sales in 2025, especially in light of potential tariffs on imported parts, here are some tailored recommendations:
Supply Chain Optimization Strategies:
  1. Diversify Your Supplier Base:

    • Nearshoring: Consider sourcing parts from suppliers within the U.S., Canada, or Mexico to reduce dependency on imports from outside North America.
    • Regional Sourcing: Explore partnerships with local manufacturers in regions where tariffs are lower or non-existent.
  2. Invest in Local Manufacturing:

    • In-House Production: Evaluate the feasibility of manufacturing critical parts domestically to avoid import tariffs.
    • Strategic Partnerships: Collaborate with U.S.-based suppliers or contract manufacturers to produce essential components.
  3. Leverage Free Trade Agreements (FTAs):

    • Utilize Existing FTAs: Ensure that imports from countries with which the U.S. has FTAs (e.g., USMCA for Canada and Mexico) are tariff-free.
    • Explore New Trade Deals: Monitor emerging FTAs involving the U.S. to identify potential new suppliers.
  4. Implement Just-In-Time (JIT) Inventory Management:

    • Efficiency: Optimize inventory levels to minimize excess stock, reducing costs associated with storing parts that may become more expensive due to tariffs.
    • Demand Forecasting: Use data analytics to predict demand accurately and adjust orders accordingly.
  5. Negotiate Long-Term Contracts:

    • Price Stability: Secure fixed-price contracts with suppliers to hedge against potential tariff increases.
    • Flexibility Clauses: Include clauses that allow for adjustments if tariffs change, ensuring you’re not locked into unfavorable terms.
  6. Explore Tariff Mitigation Programs:

    • Duty Drawback: If applicable, apply for duty drawback programs to recover duties paid on imported goods.
    • Special Trade Programs: Investigate options like the Miscellaneous Tariff Bill Act or other duty-reduction initiatives.

Sales Maximization Strategies:

  1. Target Niche Markets:

    • Focus on Premium Products: Highlight high-quality, specialized motorcycles that justify higher prices, making tariffs less impactful.
    • Custom and Specialty Bikes: Offer customization options to attract enthusiasts willing to pay more for unique features.
  2. Strengthen Online Presence:

    • E-Commerce Optimization: Ensure your website is user-friendly with clear product information, high-quality images, and seamless checkout processes.
    • Digital Marketing: Invest in targeted ads on social media and search engines to reach potential customers effectively.
  3. Expand Export Markets:

    • Identify Low-Tariff Regions: Target markets where U.S.-made motorcycles are not subject to high tariffs, such as within North America or certain European countries.
    • Tailor Products for Local Markets: Adapt your product offerings to meet the preferences and standards of different regions.
  4. Enhance Customer Experience:

    • Exceptional Service: Offer superior after-sales service, including extended warranties and dedicated support, to build customer loyalty.
    • Community Engagement: Create online forums or local clubs to foster a sense of community among your customers, encouraging repeat business.
  5. Invest in R&D for Innovation:

    • Technological Advancements: Develop eco-friendly or smart motorcycles that appeal to tech-savvy consumers and may qualify for incentives or tax breaks.
    • Cost-Effective Designs: Focus on designing products with lower material costs to offset tariff impacts without compromising quality.
Conclusion:

By diversifying your supply chain, investing in local manufacturing, leveraging FTAs, and optimizing inventory management, you can mitigate the impact of tariffs. Simultaneously, focusing on niche markets, enhancing customer experience, and expanding into low-tariff regions will help maximize sales in 2025. Proactively adapting to these strategies will position your company for resilience and growth despite tariff challenges.

https://onyxstudiosinteractive.com/gen3/audio5880.mp3

Final Answer

For a small motorcycle manufacturing company aiming to optimize its supply chain and maximize sales in 2025, especially in light of potential tariffs on imported parts, here are some tailored recommendations:

Supply Chain Optimization Strategies:
  1. Diversify Your Supplier Base:

    • Nearshoring: Consider sourcing parts from suppliers within the U.S., Canada, or Mexico to reduce dependency on imports from outside North America.
    • Regional Sourcing: Explore partnerships with local manufacturers in regions where tariffs are lower or non-existent.
  2. Invest in Local Manufacturing:

    • In-House Production: Evaluate the feasibility of manufacturing critical parts domestically to avoid import tariffs.
    • Strategic Partnerships: Collaborate with U.S.-based suppliers or contract manufacturers to produce essential components.
  3. Leverage Free Trade Agreements (FTAs):

    • Utilize Existing FTAs: Ensure that imports from countries with which the U.S. has FTAs (e.g., USMCA for Canada and Mexico) are tariff-free.
    • Explore New Trade Deals: Monitor emerging FTAs involving the U.S. to identify potential new suppliers.
  4. Implement Just-In-Time (JIT) Inventory Management:

    • Efficiency: Optimize inventory levels to minimize excess stock, reducing costs associated with storing parts that may become more expensive due to tariffs.
    • Demand Forecasting: Use data analytics to predict demand accurately and adjust orders accordingly.
  5. Negotiate Long-Term Contracts:

    • Price Stability: Secure fixed-price contracts with suppliers to hedge against potential tariff increases.
    • Flexibility Clauses: Include clauses that allow for adjustments if tariffs change, ensuring you’re not locked into unfavorable terms.
  6. Explore Tariff Mitigation Programs:

    • Duty Drawback: If applicable, apply for duty drawback programs to recover duties paid on imported goods.
    • Special Trade Programs: Investigate options like the Miscellaneous Tariff Bill Act or other duty-reduction initiatives.
Sales Maximization Strategies:
  1. Target Niche Markets:

    • Focus on Premium Products: Highlight high-quality, specialized motorcycles that justify higher prices, making tariffs less impactful.
    • Custom and Specialty Bikes: Offer customization options to attract enthusiasts willing to pay more for unique features.
  2. Strengthen Online Presence:

    • E-Commerce Optimization: Ensure your website is user-friendly with clear product information, high-quality images, and seamless checkout processes.
    • Digital Marketing: Invest in targeted ads on social media and search engines to reach potential customers effectively.
  3. Expand Export Markets:

    • Identify Low-Tariff Regions: Target markets where U.S.-made motorcycles are not subject to high tariffs, such as within North America or certain European countries.
    • Tailor Products for Local Markets: Adapt your product offerings to meet the preferences and standards of different regions.
  4. Enhance Customer Experience:

    • Exceptional Service: Offer superior after-sales service, including extended warranties and dedicated support, to build customer loyalty.
    • Community Engagement: Create online forums or local clubs to foster a sense of community among your customers, encouraging repeat business.
  5. Invest in R&D for Innovation:

    • Technological Advancements: Develop eco-friendly or smart motorcycles that appeal to tech-savvy consumers and may qualify for incentives or tax breaks.
    • Cost-Effective Designs: Focus on designing products with lower material costs to offset tariff impacts without compromising quality.
Conclusion:

By diversifying your supply chain, investing in local manufacturing, leveraging FTAs, and optimizing inventory management, you can mitigate the impact of tariffs. Simultaneously, focusing on niche markets, enhancing customer experience, and expanding into low-tariff regions will help maximize sales in 2025. Proactively adapting to these strategies will position your company for resilience and growth despite tariff challenges.

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Flowise Core Essentials (2025)

Picture of Training Level: Intermediate

Training Level: Intermediate

Unlock the Secrets of Flowise & Develop Powerful Capabilities for Your Chatbots

Unlock the Secrets of Flowise & Develop
Powerful Capabilities for Your Chatbots

Are you feeling overwhelmed by Flowise’s vast features, multiple config settings and capabilities? Do you dream of building chatbots that delight your customers, clients and help automate your business?

One of the things you’ll immediately notice working with Flowise is that the possibilities are endless…but only if you know how to harness its power!

With Flowise Core Essentials 2025, you’ll gain the expertise needed to build, customize, and deploy powerful interactive chatbots for your website and custom applications.

Update: We’ve expanded the course to now include 2 additional AgentFlows. Now you can get access to our Brand New Sequential Agent Visual Webpage Designer as well as our Sequential Agent Flight Booking Demo as a part of the the course and our focus on agents this year.

Build, Customize, and Deploy Chatbots For Your Website and Applications

Build, Customize, and Deploy Chatbots
For Your Website and Applications

We will guide you through building, customizing, and developing chatbots that drive real results for your business and your clients. 

This course will walk you through from basic setup and configuration to advanced features and API integrations. By the end of this course, you’ll be able to tap into the full power of Flowise so you can start developing popular chatbot solutions without needing any coding experience.

You’ll also get 2 “Done for You” Project Templates that you can use for your own projects…including the Advanced Ecommerce Chatbot and the Multi-Agent Content Generator that uses Youtube transcripts and websearch. 

These plug and play chatflows will accelerate your learning and make it easier to develop and build your own chatbots and agentic automations.

Here's What You'll Learn:

  • Navigating the Admin Dashboard : Understand the layout and options within the Flow Wise admin dashboard so you can organize and manage your chatbots effectively.
  • Installing Flowise Learn how to deploy Flowise using various hosting options and manage updates seamlessly.
  • Managing Persistent Storage : Choosing the right persistent storage option (SQLite, MySQL, Postgres) and setting it up.
  • Configuring Environmental Variables : Understanding and setting up environmental variables for optimal performance.
  • Upgrading Flow Wise Setup : Instructions for updating the Flow Wise setup on a VPS host.
  • Building Chat Bots : Get Comprehensive guidance on using essential chat flow nodes to build effective chat bots.
  • Improving Answer Quality: Learn how to improve the quality and accuracy of your chatbot’s answers through iterative testing and vector retrieval settings.
  • Configuration Settings : Fine-tune your chatbots with features like rate limiting, starter prompts, and speech-to-text settings.
  • Visual and Branding Customization : Customize the appearance of your chatbot to match your brand.
  • Deployment : Learn how to embed your chatbot widget into your website for seamless user interaction.
  • API Basics : Understand GET and POST requests and how to use APIs effectively.
  • API Integration : Practical examples of integrating with APIs for extended chatbot functionality.
  • E-commerce Chatbot : Create multi-functional chatbots for e-commerce applications.
  • Agent Flows : Utilize agent flows to automate complex tasks and supervise multiple workers.
  • Automating Tasks : Develop advanced agent flows for automating complex tasks and managing workflows.

Here’s What You’ll Get Inside the Course…

🔧 Master the Fundamentals

  • Explore Flowise Settings: You’ll be able to familiarize yourself with the essential Flowise features inclding admin dashboard, chat flows, agent flows, tools, credentials, API keys, and document stores.
  • Installation and Configuration:  Get instructions on how to install, configure, and deploy Flowise on  popular platforms like Railway and VPS hosting services.
  • Security and Optimization: Secure your chat bots with robust security settings and learn optimization techniques to enhance performance.

💡 Get Expert Guidance on Building Chatbots:

  • Hands-On Build Sessions:  Focus on the essential elements of chatbot building, including chat flow nodes, config settings, credentials, variables, starter prompts, and lead forms.
  • Advanced Customization: Create chat bots based on your specific needs with guides on API settings, speech-to-text integration, and chat feedback mechanisms.

🚀 Real-World Project Walkthroughs:

  • E-Commerce Chat Bots: Develop a chatbot for an e-commerce store to handle customer inquiries, product recommendations, and inventory tracking.
  • Youtube Article Generator: Assemble your own content creation team with AgentFlows Teams to research, edit and craft high-quality, original content – including scripts and articles – based on YouTube videos and automated web searches.
  • API Integrations: Seamlessly connect to external services like AirTable for inventory management and lead generation through practical examples.

🔍  Intro to Advanced Features:

  • Agent Flows and Tools: Learn advanced features like agent flows, tool agents, and the integration of multiple tools within a single chatbot workflow.
  • N8N Automation: Get an intro to N8N and learn how to work with its webhooks to add additional capabilities to your chatbots.

🎨 Customization and Deployment:

  • Styling Your Bots: Customize the appearance of your chat bots—change icons, colors, and welcome messages to align with your brand.
  • Seamless Integration: Deploy your customized chat bot to your website effortlessly using embed codes

Course Content

6 Sections | 9 Lectures | 2 Hours 15 Minutes Total Length

Lesson 1: Getting Started with the Dashboard

 In this lesson, you'll discover the key features and options of the Flowise dashboard, including configuration settings, starter prompts, chat feedback, and speech-to-text for chatflow management. By the end of this lesson, you'll be able to navigate the dashboard with confidence and set up your Flowise environment.

Lesson 2: Configuring Your Flowise Installation

In this lesson, you'll learn how to configure your environment variables, persistent storage, security features, and upgrade your Flowise setup on a VPS host. By the end of this lesson, you'll have a solid foundation for building and deploying powerful chatbots.

Updating Flowise via Docker CLI (VPS Server)

If you have a VPS server and want to keep Flowise updated regularly, this is how I update my self hosted Flowise docker containers using the command line.

Lesson 3: Flowise Chat Nodes Overview

In this lesson we'll go over some of the essential elements when it comes to building your chatbot including an overview of the Langchain chatflow nodes including the newest node, the Chatflow Tool.

Lesson 4: Chatbot Configuration Settings

When building your chatbots, its important to also know the config settings that can enhance your chatbot. In this lesson, you'll learn the configuration settings for chatbots including the text to speech feature, led generation, and top k retrieval results settings that can affect the quality of your chatbot LLM responses.

Project: Building a Business Website Chatbot (Eccommerce)

In this project, We'll build a customer service chatbot for an ecommerce website using the document stores, records manager and chatflow tool.

Project Files: Ecommerce Customer Service Chatbot
Lesson 5: Customize and Deploy Your Chatbots

In this lesson you'll discover how to customize your chatbot widget and deploy it on your website. By the end, you'll be able to match your chatbot's look and feel to your company's unique brand, creating a seamless and professional user experience.

Chat Widget Customization Code
Lesson 6: Unlock the Power of API Integration

Tap into the power of API integration! In this lesson, you'll learn how to connect to virtually any API using the GET and POST methods, extending your chatbot functionality and capabilities. By the end of this lesson, you'll be able to integrate your chatbots with external services so you can unlock new features and possibilities.

We'll also cover a brief overview of connecting your chatbots to N8N webhooks.

Project: Building an Advanced Ecommerce Chatbot

In this project we'll upgrade our customer service chatbot with advanced features, including the ability to cross check a inventory database while processing rental requests and the ability to make product recommendations to customers using the Flowise prediction API.  

Project Files: Advanced Ecommerce Chatbot

These are the Project Files for the Advanced Ecom Chatbot including the custom tools

Project: Building an Youtube Article Generator (AgentFlows)

In this lesson, you'll learn how to build a YouTube article generator that uses AgentFlows to create highly original content from YouTube video transcripts and automated web research.

Project Files: Youtube Article Content Generator

Project files for the Youtube Article Content Generator AgentFlows including Agent prompts.

Project Files: Sequential Agents Web Page Designer

Project files for the Visual Web Design AgentFlows including Agent prompts and N8N workflows.

Project Files: Sequential Agents Flight Booking Demo

Project files for the Flight Booking Demo including Agent prompts.

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