SaltAI Language Toolkit
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Saltai Language Toolkit
Overview :
The SaltAI Language Toolkit is a project that integrates the retrieval-augmented generation (RAG) tool Llama-Index, Microsoft's AutoGen, and LlaVA-Next. It enhances the functionality and user experience of the platform through the adaptable node interface of ComfyUI. The proxy function was added on May 9th, 2024.
Target Users :
This toolkit is suitable for developers and researchers who need to use advanced language model technology in programming and language processing fields. Through integrated models and tools, users can be more efficient in language generation, retrieval, and processing tasks.
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Use Cases
Developers can use this toolkit to create custom language processing nodes on the ComfyUI platform.
Researchers can use Llama-Index for efficient language model retrieval, improving research efficiency.
Educational institutions can use this toolkit for language model teaching and demonstration.
Features
Integrates the retrieval-augmented generation (RAG) tool Llama-Index, providing efficient language model retrieval capabilities.
Integrates Microsoft's AutoGen and LlaVA-Next, enhancing language generation and processing capabilities.
Improves the flexibility and scalability of the platform through the adaptable node interface of ComfyUI.
Supports the creation of conversational agents, providing a rich interaction experience.
Supports using Groq LLM model for search, showcasing the functionality of Tavily research nodes.
Supports using Scale SERP for search, and showcasing how to use different models for the same setup.
Supports converting search results to JSON output, facilitating integration with other systems.
How to Use
1. Set up a virtual environment if necessary.
2. Navigate to ComfyUI/custom_nodes.
3. Clone the repository: git clone https://github.com/get-salt-AI/SaltAI_LlamaIndex.
4. Switch to the cloned directory: cd SaltAI_Llama-index.
5. Install dependencies: Use Python venv or ComfyUI Portable to install pip dependencies.
6. Install ComfyUI Manager, and search and install the node package 'SaltAI_LlamaIndex' in ComfyUI.
7. Restart the server and refresh the browser.
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