Cellm
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Cellm
Overview :
Cellm is an innovative Excel add-in that integrates the powerful capabilities of large language models (LLMs) directly into Excel, allowing users to invoke AI models from cell formulas to process data. This advancement significantly enhances Excel's efficiency and flexibility when handling complex text data, especially in scenarios requiring classification, extraction, and summarization of large texts. The main advantage of Cellm is its seamless integration of AI technology with traditional spreadsheet tools, making it accessible to users without programming skills. It supports various mainstream LLMs, including those from Anthropic, Mistral, OpenAI, and Google, as well as models that can run locally. Cellm aims to help users automate repetitive tasks, save time, and enhance productivity. Currently, the tool is offered free of charge, primarily targeting office workers, researchers, and analysts who require efficient text data processing.
Target Users :
Ideal for users who need to efficiently handle text data in Excel, such as office staff, researchers, and data analysts. For users requiring quick classification, extraction of key information, or summarization of large volumes of text, Cellm offers a convenient solution that significantly boosts productivity and reduces repetitive tasks.
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Use Cases
Quickly assess whether research papers meet study criteria during the medical literature screening process.
Categorize customer feedback to swiftly identify issues related to products, services, or pricing.
Clean company name data by removing legal entity identifiers and correcting misspellings.
Features
Directly call LLMs like Anthropic and OpenAI within Excel formulas.
Provide custom model configuration options, allowing users to choose different models and parameters as needed.
Handle various text tasks such as classification, keyword extraction, and content summarization.
Support local model execution to ensure data privacy and security, suitable for handling sensitive information.
Offer a simple installation and usage process so users can easily get started without advanced programming knowledge.
How to Use
1. Clone the Cellm project repository to your local machine.
2. Navigate to the project root directory in the terminal and run `dotnet restore` to install dependencies.
3. Build the project using `dotnet build --configuration Release`.
4. Install the generated add-in file in Excel via 'File > Options > Add-Ins'.
5. Use the `=PROMPT()` or `=PROMPTWITH()` functions in Excel cells to invoke the LLM model for data processing.
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