https://github.com/redte-ch/retrieve
Find what you already know with RAG, Zotero, ChromaDB.
https://github.com/redte-ch/retrieve
chromadb cython genai langchain llm mistral-7b ollama python rag second-brain zotero
Last synced: 7 months ago
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Find what you already know with RAG, Zotero, ChromaDB.
- Host: GitHub
- URL: https://github.com/redte-ch/retrieve
- Owner: redte-ch
- License: other
- Created: 2024-03-01T06:00:36.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-03-25T19:34:55.000Z (over 1 year ago)
- Last Synced: 2024-05-09T00:24:36.998Z (over 1 year ago)
- Topics: chromadb, cython, genai, langchain, llm, mistral-7b, ollama, python, rag, second-brain, zotero
- Language: Python
- Homepage: https://retrieval.ist
- Size: 47.7 MB
- Stars: 4
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Retrieve
You're already that smart.
## What is retrieval.ist?
A tool to help you **find what you don't know you know**. With the arrival of
ChatGPT, our fears of losing our jobs and becoming useless are getting to our
bones. But fear not! No ChatGPT will ever outsmart those who use the power of
artificial intelligence to their advantage. retrieval.ist is a tool to help you
find what you don't know you already know thanks to the versatile capabilities
of generative artificial intelligence. It uses "retrieval-augmented generation"
to help you find the information you already have to create massive value.
## What's this repository?
A proof-of-concept made with Python, Zotero, ChromaDb, and Ollama. It uses the
Mistral-7b LLM to generate "embeddings" of your documents and then uses them
to retrieve the most relevant information to a given query. That's it.
## Installation
TODO: Write installation instructions
```
set -a; source .env; set +a
brew install --cask Ollama
OLLAMA_MODELS=$OLLAMA_MODELS open /Applications/Ollama.app
ollama create zotero -f modelfile
```
## Usage
TODO: Write usage instructions
Visit: https://retrieval.ist
## I want it now!
Join the waitlist:
https://retrieval.ist/i-am-already-smart
## Investors
We're based in Paris and we're closing our seed round.
Drop us a line at mauko@redte.ch or team@retrieval.ist.