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Deepseek R1 Locally, Open-Source Ai Tools, ollama, automation, RAG

Source: Deepseek R1 Locally | Top 5 Free Open-Source Ai Tools | Ollama | Automation | RAG - YouTube by Hasan-Py

Topics

Section titled “Topics”
  • How to use Deepseek R1 locally
  • Using Ollama to run models locally
  • How to use AI open source tools for automation and retrieval augmented generation (RAG)
    • RAG: System takes your data and stores it, during prompts, will use the data store with LLM to provide answers

Overview of Tools

Section titled “Overview of Tools”
  • Use local computer tools: terminal / command line interface, ollama, large language models (LLM) wrapper

ollama

Section titled “ollama”
  • ollama to access and run large language models (LLM) like Llama, Deepseek, Mistral

Large Language Models (LLM) Wrapper

Section titled “Large Language Models (LLM) Wrapper”

Use an LLM wrapper to call model, like a web page

  • Page-Assist: Browser extensions using existing ollama running models

  • open-webui - full featured web application wrapper

    • Install NodeJS, Python, git, then open-webui
    • Run application

Common features of wrappers

Section titled “Common features of wrappers”
  • Select model
  • Has voice read out loud, copy, regenerate, OCR, speech to text (record voice)
  • Model settings
  • Retrieval augmented generation (RAG)
  • User settings
  • Other data, export chats

Automation

Section titled “Automation”
  • browser-use
    • Prompt based browser automation
    • Setup similar to open-webui
    • Open web application for settings, model settings, can use ollama and select local model
    • Run agent with prompt
  • n8n - workflow automation tool
    • Integrations with many services (examples: Google, database) and AI
    • Web application
    • Low code step based process automation through a diagram
      • Example:
        • Add trigger like manual trigger
        • Manual chat input
        • Basic LLM Chain
          • Add model and choose Ollama Model, can change models, options
          • Add 1st prompt
          • Optional: add further LLM chain of commands
      • Example 2:
        • AI Agent
          • Model
          • Memory
          • Tool to use
            • Like a service and API access
    • Immediately test flows
    • Support automation with code as well

Code Tools

Section titled “Code Tools”
  • Roo-Code - VS Code extension
    • Select ollama and model like deepseek-coder

See Also

Section titled “See Also”

Resources

Section titled “Resources”