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Add Cohere as embedding source

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This commit is contained in:
Cohee
2024-04-19 00:07:12 +03:00
parent b69493d252
commit 25cb598694
9 changed files with 147 additions and 32 deletions
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24
public/scripts/extensions/vectors/index.js
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@ -35,6 +35,7 @@ const settings = {
include_wi: false,
togetherai_model: 'togethercomputer/m2-bert-80M-32k-retrieval',
openai_model: 'text-embedding-ada-002',
cohere_model: 'embed-english-v3.0',
summarize: false,
summarize_sent: false,
summary_source: 'main',
@ -598,6 +599,9 @@ function getVectorHeaders() {
case 'openai':
addOpenAiHeaders(headers);
break;
case 'cohere':
addCohereHeaders(headers);
break;
default:
break;
}
@ -636,6 +640,16 @@ function addOpenAiHeaders(headers) {
});
}
/**
* Add headers for the Cohere API source.
* @param {object} headers Header object
*/
function addCohereHeaders(headers) {
Object.assign(headers, {
'X-Cohere-Model': extension_settings.vectors.cohere_model,
});
}
/**
* Inserts vector items into a collection
* @param {string} collectionId - The collection to insert into
@ -647,7 +661,8 @@ async function insertVectorItems(collectionId, items) {
settings.source === 'palm' && !secret_state[SECRET_KEYS.MAKERSUITE] ||
settings.source === 'mistral' && !secret_state[SECRET_KEYS.MISTRALAI] ||
settings.source === 'togetherai' && !secret_state[SECRET_KEYS.TOGETHERAI] ||
settings.source === 'nomicai' && !secret_state[SECRET_KEYS.NOMICAI]) {
settings.source === 'nomicai' && !secret_state[SECRET_KEYS.NOMICAI] ||
settings.source === 'cohere' && !secret_state[SECRET_KEYS.COHERE]) {
throw new Error('Vectors: API key missing', { cause: 'api_key_missing' });
}
@ -816,6 +831,7 @@ function toggleSettings() {
$('#vectors_chats_settings').toggle(!!settings.enabled_chats);
$('#together_vectorsModel').toggle(settings.source === 'togetherai');
$('#openai_vectorsModel').toggle(settings.source === 'openai');
$('#cohere_vectorsModel').toggle(settings.source === 'cohere');
$('#nomicai_apiKey').toggle(settings.source === 'nomicai');
}
@ -913,6 +929,12 @@ jQuery(async () => {
Object.assign(extension_settings.vectors, settings);
saveSettingsDebounced();
});
$('#vectors_cohere_model').val(settings.cohere_model).on('change', () => {
$('#vectors_modelWarning').show();
settings.cohere_model = String($('#vectors_cohere_model').val());
Object.assign(extension_settings.vectors, settings);
saveSettingsDebounced();
});
$('#vectors_template').val(settings.template).on('input', () => {
settings.template = String($('#vectors_template').val());
Object.assign(extension_settings.vectors, settings);