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index.js
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const fileTypeFromBuffer = (arrayBuffer) => {
const uint8arr = new Uint8Array(arrayBuffer);
const len = 4;
if (uint8arr.length >= len) {
const signatureArr = new Array(len);
for (let i = 0; i < len; i++)
signatureArr[i] = new Uint8Array(arrayBuffer)[i].toString(16);
const signature = signatureArr.join("").toUpperCase();
switch (signature) {
case "89504E47":
return "image/png";
case "47494638":
return "image/gif";
case "FFD8FFDB":
case "FFD8FFE0":
return "image/jpeg";
default:
throw new Error(
"Unknown file type. Please provide a .png, .gif, or .jpeg/.jpg file.",
);
}
}
throw new Error(
"Unknown file type. Please provide a .png, .gif, or .jpeg/.jpg file.",
);
};
const answerPairToParameter = (message) => {
if (message.length !== 2) {
throw new Error(
"Message format must be an array of [user, model] pairs. See docs for more information.",
);
}
return [
{
parts: [{ text: message[0] }],
role: "user",
},
{
parts: [{ text: message[1] }],
role: "model",
},
];
};
export default class Gemini {
#fetch;
#dispatcher;
#apiVersion;
static JSON = "json";
static TEXT = "markdown";
constructor(key, rawConfig = {}) {
let defaultFetch;
try {
defaultFetch = fetch;
} catch {}
const config = this.#parseConfig(rawConfig, {
fetch: defaultFetch,
dispatcher: undefined,
apiVersion: 'v1beta'
});
if (!config.fetch)
throw new Error(
"Fetch was not found in environment, and no polyfill was provided. Please install a polyfill, and put it in the `fetch` property of the Gemini configuration.",
);
this.#fetch = config.fetch;
this.key = key;
this.#dispatcher = config.dispatcher;
this.#apiVersion = config.apiVersion;
}
#parseConfig(raw = {}, defaults = {}) {
const extras = Object.keys(raw).filter(
(item) => !Object.keys(defaults).includes(item),
);
if (extras.length)
throw new Error(
`These following configurations are not available on this function: ${extras.join(
", ",
)}`,
);
return { ...defaults, ...raw };
}
#switchFormat(format, response) {
switch (format) {
case Gemini.TEXT:
return response.candidates[0].content.parts[0].text;
case Gemini.JSON:
return response;
default:
throw new Error(
`${config.format} is not a valid format. Use Gemini.TEXT or Gemini.JSON.`,
);
}
}
async #query(model, command, body) {
const opts = {
method: "POST",
headers: {
"Content-Type": "application/json",
},
body: JSON.stringify(body),
dispatcher: this.#dispatcher,
};
const response = await this.#fetch(
`https://generativelanguage.googleapis.com/${this.#apiVersion}/models/${model}:${command}?key=${this.key}`,
opts,
);
if (!response.ok) {
throw new Error(
`There was an HTTP error when fetching Gemini. HTTP status: ${response.status}`,
);
}
return response;
}
async #queryJSON(model, command, body) {
const response = await this.#query(model, command, body);
const json = await response.json();
if (!response.ok)
throw new Error(
`An error occurred when fetching Gemini: \n${json.error.message}`,
);
return json;
}
async #queryStream(model, command, body, callback) {
const response = await this.#query(model, command, body);
const reader = response.body.getReader();
const decoder = new TextDecoder("utf-8");
let jsonString = "";
let json;
await reader.read().then(function processText({ done, value }) {
if (done) {
return;
}
jsonString += decoder.decode(value, { stream: true });
try {
const parsedJSON = JSON.parse(`${jsonString}]`);
json = { ...json, ...parsedJSON[parsedJSON.length - 1] };
callback(json);
} catch {}
return reader.read().then(processText);
});
}
async ask(message, rawConfig = {}) {
const config = this.#parseConfig(rawConfig, {
temperature: 1,
topP: 0.8,
topK: 10,
format: Gemini.TEXT,
maxOutputTokens: 800,
model: undefined,
data: [],
messages: [],
stream: undefined,
});
const body = {
contents: [
...config.messages.flatMap(answerPairToParameter),
{
parts: [{ text: message }],
role: "user",
},
],
generationConfig: {
temperature: config.temperature,
maxOutputTokens: config.maxOutputTokens,
topP: config.topP,
topK: config.topK,
},
};
if (config.data.length) {
for (const data of config.data) {
body.contents.at(-1).parts.push({
inline_data: {
mime_type: fileTypeFromBuffer(data),
data: data.toString("base64"),
},
});
}
}
if (config.stream) {
let finalJSON = undefined;
await this.#queryStream(
config.model ||
(config.data.length ? "gemini-pro-vision" : "gemini-pro"),
"streamGenerateContent",
body,
(streamContent) => {
if (!finalJSON) finalJSON = streamContent;
else
finalJSON.candidates[0].content.parts[0].text +=
streamContent.candidates[0].content.parts[0].text;
if (streamContent.promptFeedback.blockReason) {
throw new Error(
`Your prompt was blocked by Google. Here is Gemini's feedback: \n${JSON.stringify(
response.promptFeedback,
null,
4,
)}`,
);
}
config.stream(this.#switchFormat(config.format, streamContent));
},
);
return this.#switchFormat(config.format, finalJSON);
}
const response = await this.#queryJSON(
config.model || (config.data.length ? "gemini-pro-vision" : "gemini-pro"),
"generateContent",
body,
);
if (response.promptFeedback.blockReason) {
throw new Error(
`Your prompt was blocked by Google. Here is Gemini's feedback: \n${JSON.stringify(
response.promptFeedback,
null,
4,
)}`,
);
}
return this.#switchFormat(config.format, response);
}
async count(message, rawConfig = {}) {
const config = this.#parseConfig(rawConfig, {
model: "gemini-pro",
});
const body = {
contents: [
{
parts: [{ text: message }],
role: "user",
},
],
};
const response = await this.#queryJSON(config.model, "countTokens", body);
return response.totalTokens;
}
async embed(message, rawConfig = {}) {
const config = this.#parseConfig(rawConfig, {
model: "embedding-001",
});
const body = {
model: `models/${config.model}`,
content: {
parts: [{ text: message }],
role: "user",
},
};
const response = await this.#queryJSON(config.model, "embedContent", body);
return response.embedding.values;
}
createChat(rawChatConfig) {
class Chat {
constructor(gemini, rawConfig = {}) {
this.gemini = gemini;
this.config = this.gemini.#parseConfig(rawConfig, {
messages: [],
temperature: 1,
topP: 0.8,
topK: 10,
model: "gemini-pro",
maxOutputTokens: 800,
});
this.messages = this.config.messages.flatMap(answerPairToParameter);
}
async ask(message, rawConfig) {
const config = {
...this.config,
...this.gemini.#parseConfig(rawConfig, {
format: Gemini.TEXT,
data: [],
stream: undefined,
}),
};
if (this.messages.at(-1)?.role === "user") {
throw new Error(
"Please ensure you are running chat commands asynchronously. You cannot send 2 messages at the same time in the same chat. Use standard Gemini.ask() for this.",
);
}
const currentMessage = {
parts: [{ text: message }],
role: "user",
};
if (config.data.length) {
try {
this.config.model = "gemini-pro-vision";
for (const data of config.data) {
currentMessage.parts.push({
inline_data: {
mime_type: fileTypeFromBuffer(data).mime,
data: data.toString("base64"),
},
});
}
} catch {
console.error(
"It is currently not supported by Google to use non-text data with the chat function.",
);
}
}
this.messages.push(currentMessage);
const body = {
contents: [this.messages],
generationConfig: {
temperature: config.temperature,
maxOutputTokens: config.maxOutputTokens,
topP: config.topP,
topK: config.topK,
},
};
if (config.stream) {
let finalJSON = {};
await this.gemini.#queryStream(
config.model ||
(config.data.length ? "gemini-pro-vision" : "gemini-pro"),
"streamGenerateContent",
body,
(streamContent) => {
finalJSON = streamContent;
if (streamContent.promptFeedback?.blockReason) {
this.messages.pop();
throw new Error(
`Your prompt was blocked by Google. Here is Gemini's feedback: \n${JSON.stringify(
response.promptFeedback,
null,
4,
)}`,
);
}
config.stream(
this.gemini.#switchFormat(config.format, streamContent),
);
},
);
this.messages.push(finalJSON.candidates[0].content);
return this.gemini.#switchFormat(config.format, finalJSON);
}
const response = await this.gemini.#queryJSON(
config.model ||
(config.data.length ? "gemini-pro-vision" : "gemini-pro"),
"generateContent",
body,
);
if (response.promptFeedback?.blockReason) {
this.messages.pop();
throw new Error(
`Your prompt was blocked by Google. Here is Gemini's feedback: \n${JSON.stringify(
response.promptFeedback,
null,
4,
)}`,
);
}
this.messages.push(response.candidates[0].content);
return this.gemini.#switchFormat(config.format, response);
}
}
return new Chat(this, rawChatConfig);
}
}