Software suite for deploying semantic search and RAG/no-hallucination LLM-chat over arbitrary data cards/chunks. Contains a server for duplication detection, bookmarks, retrieval, filtering, recommendations, etc. and also white-label'able UI's for search and retrieval-augmented LLM chat. Build, contribute, and stay-tuned!

Documentation • Debate Search Demo • RAG Debate Opponent Demo • Discord • Matrix

1. Fork the repository and clone it to your local machine
2. Create a new branch with a descriptive name: git checkout -b your-branch-name
3. Make your changes to the README file. Please ensure that your changes are relevant and add value to the project
4. Test your changes locally to ensure that they do not break anything
5. Commit your changes with a descriptive commit message: git commit -m "Add descriptive commit message here"
6. Push your changes to your forked repository: git push origin your-branch-name
7. Open a pull request to the main repository and describe your changes in the PR description

We have a full self-hosting guide available on our documentation page here.

curl \
gcc \
g++ \
make \
pkg-config \
python3 \
python3-pip \
libpq-dev \
libssl-dev \
openssl \
libreoffice

You can use the following, but we recommend using NVM and then running yarn --cwd ./vault-nodejs install .

RUN curl -fsSL https://deb.nodesource.com/setup_18.x | bash - && \
    apt-get install -y nodejs && \
    npm install -g yarn && \
    yarn --cwd ./vault-nodejs install

rustup default nightly

Use vault-client to make an account. Get its uuid and set ADMIN_UUID to equal it in your .env

pip install -r ./vault-python/requirements.txt

diesel::debug*query::<diesel::pg::Pg, *>(&query);

1. virtualenv venv
2. source venv/bin/activate
3. pip install -r ./vault-python/requirements.txt

Run export RUST_LOG=debug

This repository used to solely house the server folder, but has recently been expanded to contain both search and chat. We recommend that you open VSCode for the search and chat folders independently.

cp .env.chat ./chat/.env
cp .env.search ./search/.env
cp ./server/.env.dist ./server/.env

./convenience -l

We know this is bad. Currently, We recommend managing this through tmuux.

cd server
cargo watch -x run

cd search
yarn
yarn dev

cd chat
yarn
yarn dev