google/generative-ai-docs

Update examples to take advantage of batched embeddings.

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#147 opened on Oct 13, 2023

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component:demosgood first issuetype:feature request

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Description

Description of the feature request:

There are several examples that loop over chunks of text and call embed_text on each one.

These should pass lists of chunks to embed_text, and embed text will return lists of vectors.

What problem are you trying to solve with this feature?

No response

Any other information you'd like to share?

No response

Contributor guide

Research direction
Identify the examples that loop over chunks and call embed text individually; understand how embed text accepts list inputs and modify the examples to pass a list of chunks to receive batched vectors.
Tech stack
python
Domain
documentationmachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70