ellama 0.3.0

Embeddings interface for Ollama

Ellama

Embeddings library (i.e. vector database) built over Ollama.

from ellama import EllamaDB, Document

db = EllamaDB("test")
db.add_documents([
    Document(page_content="hello world", id="salutation"),
    Document(page_content="goodbye and goodnight", id="farewell")])
docs = db.similarity_search("Greetings, Earth!", k=1)
assert len(docs) == 1
assert docs[0].id == "salutation"

install

pip (CPU)

pip install "ellama[cpu]"

conda (GPU)

name: catch
channels: [pytorch, nvidia, conda-forge]
dependencies:
- langchain 1.*
- langchain-community
- faiss-gpu
- requests
- tqdm
- pip
- pip:
  - ellama 0.2.*