arcee-py 0.0.9

Python client for Arcee platform

DALM by Arcee

The Arcee client for executing domain-adpated language model routines

Installation

pip install arcee-py

Authenticating

In bash:

export ARCEE_API_KEY=********

In notebook:

import os
os.environ["ARCEE_API_KEY"] = "********"

Upload Context

Upload context for your domain adapted langauge model to draw from.

import arcee
arcee.upload_context("pubmed", doc_name="doc1", doc_text="whoa")

Train DALM

Train a DALM with the context you have uploaded.

import arcee
dalm = arcee.train_dalm("medical_dalm", context="pubmed")

The DALM training procedure trains your model in context and stands up an index for your model to draw from.

DALM Generation

import arcee
med_dalm = arcee.get_dalm("medical_dalm")
med_dalm.generate("What are the components of Scoplamine?")

DALM Retrieval

Retrieve documents for a given query and to view them or plug into a different LLM.

import arcee
med_dalm = arcee.get_dalm("medical_dalm")
med_dalm.retrieve("my query")