![]() Installing the required packages for GPU inference on NVIDIA GPUs, like gcc 11 and CUDA 11, may cause conflicts with other packages in your system.Īs an alternative to Conda, you can use Docker with the provided Dockerfile. Built Using □ĬMAKE_ARGS= "-DLLAMA_METAL=on " FORCE_CMAKE=1 pip install llama-cpp-python=0.1.83 -no-cache-dirįor more details, please refer to llama-cpp Docker □ This project was inspired by the original privateGPT. Make sure whatever LLM you select is in the HF format. You can replace this local LLM with any other LLM from the HuggingFace.The context for the answers is extracted from the local vector store using a similarity search to locate the right piece of context from the docs. run_localGPT.py uses a local LLM to understand questions and create answers.It then stores the result in a local vector database using Chroma vector store. ingest.py uses LangChain tools to parse the document and create embeddings locally using InstructorEmbeddings.GPU, CPU & MPS Support: Supports multiple platforms out of the box, Chat with your data using CUDA, CPU or MPS and more!īy selecting the right local models and the power of LangChain you can run the entire RAG pipeline locally, without any data leaving your environment, and with reasonable performance.Graphical Interface: LocalGPT comes with two GUIs, one uses the API and the other is standalone (based on streamlit).API: LocalGPT has an API that you can use for building RAG Applications.Chat History: Remembers your previous conversations (in a session).Reuse Your LLM: Once downloaded, reuse your LLM without the need for repeated downloads.Diverse Embeddings: Choose from a range of open-source embeddings.Versatile Model Support: Seamlessly integrate a variety of open-source models, including HF, GPTQ, GGML, and GGUF.Utmost Privacy: Your data remains on your computer, ensuring 100% security.Dive into the world of secure, local document interactions with LocalGPT. With everything running locally, you can be assured that no data ever leaves your computer. ![]() LocalGPT is an open-source initiative that allows you to converse with your documents without compromising your privacy. Make sure to use the code: PromptEngineering to get 50% off. □□ You can run localGPT on a pre-configured Virtual Machine. LocalGPT: Secure, Local Conversations with Your Documents □
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