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Claudia 0.1 - Dusanov embedded resume

Exercise in RAG embedding, htmx, node and python

Before first run:

After cloning the project:

Profetisa

Before first run, under profetisa folder create model folder and download llm model into it ( 4.1G ):

mkdir model
cd model
wget -c https://huggingface.co/TheBloke/OpenHermes-2.5-Mistral-7B-GGUF/resolve/main/openhermes-2.5-mistral-7b.Q4_K_M.gguf

Running

to bring app up:

docker compose up -d --build

Please note that it will take a while to build everything ( 713.1s on my box ). Also, on the first run embedder service will start the download of embedding model / library so it will be unresponsive on first couple of requests.

Embeddings can be monitored by looking at the logs:

docker logs claudia-front --follow

App url is: http://localhost:3000

To bring everything down:

docker compose down

Example question

What period and what did Dusan work on at the Smartcat doo company from Novi Sad ?

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Local Llm wrapper with the RAG embeddings

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