{"id":25170138,"url":"https://github.com/dwain-barnes/local-low-code-chatbot-ollama-flowise","last_synced_at":"2025-04-03T20:25:07.349Z","repository":{"id":264010419,"uuid":"892083114","full_name":"dwain-barnes/local-low-code-chatbot-ollama-flowise","owner":"dwain-barnes","description":"Create a local, customizable chatbot using Flowise's visual builder and Ollama's open-source LLMs. This low-code project ensures privacy, scalability, and interactive AI features through an easy-to-use workflow. 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This project is designed to provide a low-code, privacy-friendly solution for building intelligent conversational bots. 🚀\nThis was made as part of a blog that you can find [here](https://www.gpt-labs.ai/post/how-to-build-your-own-local-low-code-chatbot-using-ollama-and-flowise) \n## Features\n- **Low-Code Workflow:** Build chatbots visually without heavy coding.\n- **Local Hosting:** Keeps your data private and secure.\n- **Customisable:** Fully adjustable to your needs.\n- **Powered by Open-Source Models:** Utilizes Ollama's LLMs for AI capabilities.\n\n## Workflow Overview\n![Workflow Diagram](chatbot_workflow.png)\n\n### Core Components\n1. **ChatOllama:** Provides AI responses using Ollama's models.\n2. **Buffer Memory:** Retains chat history for continuity.\n3. **Conversation Chain:** Integrates ChatOllama and Buffer Memory to enable interactive conversations.\n\n## Getting Started\n\n### Prerequisites\n- [Docker](https://www.docker.com/) (for running Ollama locally)\n- [Node.js](https://nodejs.org/) and npm (for Flowise)\n- A compatible LLM model (e.g., `SARA-llama3.2`)\n\n### Installation\n1. Clone the repository:\n    ```bash\n    git clone https://github.com/dwain-barnes/local-low-code-chatbot-ollama-flowise.git\n    cd local-low-code-chatbot-ollama-flowise\n    ```\n2. Start Ollama:\n    ```bash\n    docker run -p 11434:11434 ollama/server\n    ```\n3. Install Flowise:\n    ```bash\n    npm install -g flowise\n    flowise start\n    ```\n4. Import the provided Flowise JSON (`basic-local-chatbot-flowise.json`) into Flowise.\n\n### Running the Chatbot\n1. Access the Flowise editor at `http://localhost:3000`.\n2. Load and activate the workflow.\n3. Start chatting with the bot in the interface.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdwain-barnes%2Flocal-low-code-chatbot-ollama-flowise","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdwain-barnes%2Flocal-low-code-chatbot-ollama-flowise","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdwain-barnes%2Flocal-low-code-chatbot-ollama-flowise/lists"}