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__init__.py
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requirements.txt
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README.md

Chromadb on Docker and CLI

Setup Docker Compose

1. Clone Chromadb

 git clone [email protected]:chroma-core/chroma.git

Edit the docker-compose.yml and add ALLOW_RESET=TRUE under environment

...
    command: uvicorn chromadb.app:app --reload --workers 1 --host 0.0.0.0 --port 8000 --log-config log_config.yml
    environment:
      - IS_PERSISTENT=TRUE
      - ALLOW_RESET=TRUE
    ports:
      - 8000:8000
    ...

2. Build and Run

 docker-compose up -d --build

2. Install dependencies

 pip install -r requirements.txt

3. Run CLI

3a. Load the document and split it into chunks

 python chromadb_cli.py load_n_split_doc --filename="https://lilianweng.github.io/posts/2023-06-23-agent/"

3b. Load the documents into the database

python chromadb_cli.py load_doc_to_db  --filename="https://lilianweng.github.io/posts/2023-06-23-agent/"

3c. Perform search

python  chromadb_cli.py perform_search  --query=what is Perceptual duplicates?