AnythingLLMAnythingLLM is an all-in-one desktop application for Mac, Windows, and Linux that enables you to download and run any LLM locally and privately chat with your documents. By default, the LLM, embedding, and even vector database are all stored locally and can even run 100% offline. If you are looking to leverage more powerful models, embedders, or vector databases you can connect to any of the 20+ integrated providers to supercharge your AnythingLLM instance. Shipped with Ollama built-in, you do not need to download anything else to get a full RAG chatbot with zero setup and full privacy. Upload PDFs, mp3s, text files - Anything! AnythingLLM also comes with a full developer API you can leverage for custom integrations and even several data source connectors like GitHub and YouTube. AnythingLLM is an MIT Licensed project and is fully open-source for you to modify. If you are looking for a multi-user experience AnythingLLM also has a self-hosted Docker image that supports concurrent users. AnythingLLM is the last RAG-based chatbot solution you will ever need.
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AsktroAsktro is a tool that enhances user search experience and serves as an AI assistant for static documentation, such as Nextra. It utilizes state-of-the-art embedded text similarity search and large language models to provide a dynamic and intelligent search function. Asktro offers a ready-to-use search UI component that can be seamlessly integrated into documentation websites. Additionally, it provides a plugin that allows you to ingest and index your documentation, making it easily searchable. One of Asktro's key features is its ability to enable users to search broader topics within your documentation. By indexing sections of your documentation in a vector store, Asktro facilitates similarity search, allowing users to explore related content efficiently.Furthermore, Asktro incorporates an AI assistant that allows users to ask specific questions pertaining to the documentation. Based on the search results and the specific question asked, the AI assistant synthesizes the information and provides relevant, context-specific responses.To experience the capabilities of Asktro, you can check out the official Asktro documentation and try out the search function. Alternatively, you can explore the default search implementation of Asktro by visiting their fork of the official Nextra documentation.Overall, Asktro is a powerful tool that enhances search functionality, provides an AI assistant, and improves user interaction with static documentation.
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