WWW::PaLM Raku package

Raku package for connecting with PaLM (Pathways Language Model).

The design and implementation of the package closes follows that of "WWW::OpenAI", [AAp1];

Installation

From Zef ecosystem:

zef install WWW::PaLM

From GitHub:

zef install https://github.com/antononcube/Raku-WWW-PaLM

Usage examples

Show models:

use WWW::PaLM;

palm-models()

Show text generation:

.say for palm-generate-text('what is the population in Brazil?', format => 'values', n => 3);

Show message generation:

.say for palm-generate-message('Who wrote the book "Dune"?');

Show text embeddings:

my @vecs = palm-embed-text(["say something nice!",
                            "shout something bad!",
                            "wher is the best coffee made?"],
        format => 'values');

.say for @vecs;

Command Line Interface

Maker suite access

The package provides a Command Line Interface (CLI) script:

palm-prompt --help

Remark: When the authorization key argument "auth-key" is specified set to "Whatever" then palm-prompt attempts to use the env variable PALM_API_KEY.

Mermaid diagram

The following flowchart corresponds to the steps in the package function palm-prompt:

TODO

• TODO Implement moderations.

• DONE Comparison with "WWW::OpenAI", [AAp1].

  • The comparison is done via workflows with "LLM::Functions", [AAp3]

• DONE Hook-up finding textual answers implemented in "WWW::OpenAI", [AAp1].

  • There is a dedicated package for this now -- see "ML::FindTextualAnswer", [AAp4].

References

Articles

[AA1] Anton Antonov, "Workflows with LLM functions", (2023), RakuForPredictions at WordPress.

[AA2] Anton Antonov, "Number guessing games: PaLM vs ChatGPT" (2023), RakuForPredictions at WordPress.

[ZG1] Zoubin Ghahramani, "Introducing PaLM 2", (2023), Google Official Blog on AI.

Packages, platforms

[AAp1] Anton Antonov, WWW::OpenAI Raku package, (2023), GitHub/antononcube.

[AAp2] Anton Antonov, Lingua::Translation::DeepL Raku package, (2022), GitHub/antononcube.

[AAp3] Anton Antonov, LLM::Functions Raku package, (2023), GitHub/antononcube.

[AAp4] Anton Antonov, ML::FindTextualAnswer Raku package, (2023), GitHub/antononcube.

[OAI1] OpenAI Platform, OpenAI platform.