/meilisearch-prototype

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Installation

Prerequisites

Install node Install yarn

Fetch the latest version of Meilisearch image from DockerHub

docker pull getmeili/meilisearch:v1.9

Launch Meilisearch in development mode with a master key

docker run -it --rm -p 7700:7700 -e MEILI_ENV='development' -v $(pwd)/meili_data:/meili_data getmeili/meilisearch:v1.9

Install and run Ollama

Download Ollama in your local. Following docker commands does not work now, use direct Ollama installation for now.

docker pull ollama/ollama
docker run -d --net=host -v ollama:/root/.ollama -p 11434:11434 --name ollama ollama/ollama

Pull a model for Ollama

docker exec -it ollama ollama run llama3

launchctl setenv OLLAMA_HOST "0.0.0.0"

// To view ollama logs
tail -f ~/.ollama/logs/server.log

Update semantic search embedders in meilisearch to use Ollama

Get the ip address of the ollama host (LOCALHOST for now) and update in semanticSearch.mjs

yarn semantic

Install backend and frontend dependencies

yarn install

Index the seach engine with faceted search filters

yarn index

Run frontend server

yarn start

The meilisearch server can be accessed via http://0.0.0.0:7700/ The web app can be accessed via http://localhost:5173/

Python venv

pyenv install 3.9.7 pyenv virtualenv 3.9.7 semantic_search pyenv local semantic_search pip install -r requirements.txt

Other approach: python3.9 -m venv semantic-search source env/bin/activate pip list pip freeze > requirements.txt pip install -r requirements.txt deactivate