chroma VS SillyTavern

Package installer for Python (pip), we use this for installing the Python-based packages, such as Jupyter Lab, and we're going to use this for installing other Python-based tools like the Chroma DB vector database

Optional: You can use SillyTavern[1] for a more "rich" chat experience

The above lets me chat, at least superficially, with my friend. It's nice for simple interactions and banter; I've found it to be a positive and reflective experience.

0. https://www.trychroma.com/

Chroma DB is a newer entrant in the vector database arena, designed specifically for handling high-dimensional color vectors. It's particularly useful for applications in digital media, e-commerce, and content discovery, where color similarity plays a crucial role in search and recommendation algorithms.

View on GitHub

For Python I believe Chroma [1] can be used embedded.

For Go I recently started building chromem-go, inspired by the Chroma interface: https://github.com/philippgille/chromem-go

It's neither advanced nor for scale yet, but the RAG demo works.

[1] https://github.com/chroma-core/chroma

The formatting is a bit off.

The web app is here: https://jumblejournal.org

The DB used is here: https://www.trychroma.com/

Whether you’re navigating through well-known options like SQLite, enriched with the sqlite-vss extension, or exploring other avenues like Chroma, an open-source vector database, selecting the right tool is paramount. This article compares these two choices, guiding you through the pros and cons of each, helping you choose the right tool for storing and querying vector embeddings for your project.

Create a new project directory for our example project. Next, we need to clone the Chroma repository to get started. At the root of your project directory let's clone Chroma into it:

Go to Termix and click Exit. Then go to Termux and code 1. Apk update 2. Apk upgrade 3. git clone https://github.com/Cohee1207/SillyTavern 4. cd SillyTavern 5. Install nodejs 6. Npm install 7. Node server

If you want the best roleplaying experience, I can only recommend SillyTavern with SillyTavern/SillyTavern-extras. The extras include summarization and ChromaDB, both helping to get longer and more coherent chats.

Really? Then we definitely have different experiences (or different ways to interact) with Guanaco. It's been the most unrestricted model I've tried, and I tried them all, but I'm using SillyTavern and the simple-proxy-for-tavern which combined with a little prompting liberates basically any model.

Why reinvent the wheel? Just use SillyTavern, ideally with the simple-proxy-for-tavern. That does it all, and more.

I tested this today in an hours-long direct roleplay comparison between q3_K_M quants of TheBloke/airoboros-65B-gpt4-1.2-GGML and TheBloke/guanaco-65B-GGML, using koboldcpp as backend together with simple-proxy-for-tavern and SillyTavern as frontend.

I'm using SillyTavern frontend and simple-proxy-for-tavern with koboldcpp backend.

I'm using SillyTavern frontend and simple-proxy-for-tavern with koboldcpp. Not sure which of these has solved the prompt-reprocessing problem, but I no longer have these slowdowns.

WizardLM 30B V1.0 is not only smarter and follows instructions better than the others, it's even uncensored when used with an uncensoring character card (I use SillyTavern as my GUI/frontend) - more so than any other model I tested. Probably because it follows instructions so well, thus roleplaying an uncensored character properly (and not breaking character or going "as an AI" even once during my tests).

curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.3/install.sh | bash export NVM_DIR="$([ -z "${XDG_CONFIG_HOME-}" ] && printf %s "${HOME}/.nvm" || printf %s "${XDG_CONFIG_HOME}/nvm")" [ -s "$NVM_DIR/nvm.sh" ] && \. "$NVM_DIR/nvm.sh" nvm install node git clone -b dev https://github.com/Cohee1207/SillyTavern && cd SillyTavern npm i && node server.js

For Android (Termux users): 1. apt update 2. apt upgrade 3. Type "y" to everything and hit enter 4. pkg install git 5. git clone -b dev https://github.com/Cohee1207/SillyTavern 6. cd SillyTavern 7. pkg install nodejs 8. npm install 9. bash start.sh