v2.3.0 - Summarization

What's Changed

• Summarization requests added to the client

Summary with a Docx Document

from aleph_alpha_client import Document, AlephAlphaClient, AlephAlphaModel, SummarizationRequest
import os

model = AlephAlphaModel(
    AlephAlphaClient(host="https://api.aleph-alpha.com", token=os.getenv("AA_TOKEN")),
    # You need to choose a model with qa support for this example.
    model_name = "luminous-extended"
)

docx_file = "./tests/sample.docx"
document = Document.from_docx_file(docx_file)

request = SummarizationRequest(document)

result = model.summarize(request)

print(result)

Summary with a Text

from aleph_alpha_client import AlephAlphaClient, AlephAlphaModel, SummarizationRequest
import os

model = AlephAlphaModel(
    AlephAlphaClient(host="https://api.aleph-alpha.com", token=os.getenv("AA_TOKEN")),
    # You need to choose a model with qa support for this example.
    model_name = "luminous-extended"
)

prompt = "In imperative programming, a computer program is a sequence of instructions in a programming language that a computer can execute or interpret."
document = Document.from_text(prompt)

request = SummarizationRequest(document)

result = model.summarize(request)

print(result)

Summary with a multimodal prompt

from aleph_alpha_client import Document, ImagePrompt, AlephAlphaClient, AlephAlphaModel, SummarizationRequest
import os

model = AlephAlphaModel(
    AlephAlphaClient(host="https://api.aleph-alpha.com", token=os.getenv("AA_TOKEN")),
    # You need to choose a model with qa support for this example.
    model_name = "luminous-extended"
)

url = "https://upload.wikimedia.org/wikipedia/commons/thumb/7/74/2008-09-24_Blockbuster_in_Durham.jpg/330px-2008-09-24_Blockbuster_in_Durham.jpg"
image = ImagePrompt.from_url(url)
prompt = [image]
document = Document.from_prompt(prompt)

request = SummarizationRequest(document)

result = model.summarize(request)

print(result)

Full Changelog: v2.2.3...v2.3.0