---
sidebar_position: 40
tags: [AI, Generative AI, LLM, Toolchain, Library]
---

# Toolchain

## Embeddings and Vector Stores

- [`OpenCLIP`](https://github.com/mlfoundations/open_clip):
  Encodes images and text into numerical vectors.
- [Chroma](https://github.com/chroma-core/chroma):
  AI-native embedding database.
- [`FaISS`](https://github.com/facebookresearch/faiss):
  Similarity searching and dense vectors clustering library.

## Text-to-Speech

- [`MiniMax`](https://www.minimax.io/audio/text-to-speech):
  `MiniMax` voice agent.
- [`ChatTTS`](https://github.com/2noise/ChatTTS):
  Generative speech model for daily dialogue.
- [`ChatterBox`](https://github.com/resemble-ai/chatterbox):
  `SoTA` open-source TTS model.

## LLMs

- [`OLlama`](https://github.com/ollama/ollama):
  Get up and running large language models locally.
- [GUI](https://github.com/open-webui/open-webui):
  User-friendly web UI for LLMs.
- [Transformers](https://github.com/xenova/transformers.js):
  Run Hugging Face transformers directly in browser.
- [Jan](https://github.com/janhq/jan):
  Offline local ChatGPT.
- [Local](https://github.com/vince-lam/awesome-local-llms):
  Locally running LLMs.
