Embeddings interface for Ollama
Project description
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: ellama
channels: [pytorch, nvidia, conda-forge]
dependencies:
- langchain 1.*
- langchain-community
- faiss-gpu
- requests
- tqdm
- pip
- pip:
- ellama 0.3.*
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