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2 changes: 2 additions & 0 deletions backend/infra_resources/Resources/ChatGPTRegularLambda.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -19,3 +19,5 @@ Properties:
Variables:
API_KEY: "{{resolve:secretsmanager:CHAT_GPT:SecretString:API_KEY}}"
ORG_ID: "{{resolve:secretsmanager:CHAT_GPT:SecretString:ORG_ID}}"
ACCOUNT_ID: "{{resolve:secretsmanager:CLOUDFLARE_AI_GATEWAY:SecretString:ACCOUNT_ID}}"
GATEWAY_ID: "{{resolve:secretsmanager:CLOUDFLARE_AI_GATEWAY:SecretString:GATEWAY_ID}}"
Original file line number Diff line number Diff line change
Expand Up @@ -12,3 +12,5 @@ Properties:
Variables:
API_KEY: "{{resolve:secretsmanager:CHAT_GPT:SecretString:API_KEY}}"
ORG_ID: "{{resolve:secretsmanager:CHAT_GPT:SecretString:ORG_ID}}"
ACCOUNT_ID: "{{resolve:secretsmanager:CLOUDFLARE_AI_GATEWAY:SecretString:ACCOUNT_ID}}"
GATEWAY_ID: "{{resolve:secretsmanager:CLOUDFLARE_AI_GATEWAY:SecretString:GATEWAY_ID}}"
5 changes: 3 additions & 2 deletions backend/src/ChatGPTRegularLambda/index.mjs
Original file line number Diff line number Diff line change
@@ -1,17 +1,18 @@
// Open AI Initialization
import OpenAI from 'openai';
import OpenAI from "openai";

const openai = new OpenAI({
organization: process.env.ORG_ID,
apiKey: process.env.API_KEY,
baseURL: `https://gateway.ai.cloudflare.com/v1/${process.env.ACCOUNT_ID}/${process.env.GATEWAY_ID}/openai/`,
});

// Handler Function - Regular Lambda
export const handler = async (event) => {
// Call ChatGPT API
const completion = await openai.chat.completions.create({
model: "gpt-3.5-turbo",
messages: [{"role": "user", "content": event.body}]
messages: [{ role: "user", content: event.body }],
});

// Send Response
Expand Down
53 changes: 24 additions & 29 deletions backend/src/ChatGPTStreamingLambda/index.mjs
Original file line number Diff line number Diff line change
@@ -1,41 +1,36 @@
// Open AI Initialization
import OpenAI from 'openai';
import OpenAI from "openai";

const openai = new OpenAI({
organization: process.env.ORG_ID,
apiKey: process.env.API_KEY,
baseURL: `https://gateway.ai.cloudflare.com/v1/${process.env.ACCOUNT_ID}/${process.env.GATEWAY_ID}/openai/`,
});

// Handler Function - Streaming Lambda
export const handler = awslambda.streamifyResponse(
async (event, responseStream, context) => {
const httpResponseMetadata = {
statusCode: 200,
headers: {
"Content-Type": "text/html",
"Access-Control-Allow-Origin": "*",
},
};
export const handler = awslambda.streamifyResponse(async (event, responseStream, context) => {
const httpResponseMetadata = {
statusCode: 200,
headers: {
"Content-Type": "text/html",
"Access-Control-Allow-Origin": "*",
},
};

// Stream Object
responseStream = awslambda.HttpResponseStream.from(
responseStream,
httpResponseMetadata
);
// Stream Object
responseStream = awslambda.HttpResponseStream.from(responseStream, httpResponseMetadata);

// Call ChatGPT API
const completion = await openai.chat.completions.create({
model: "gpt-3.5-turbo",
messages: [{"role": "user", "content": event.body}],
stream: true,
});
for await (const part of completion) {
if (Object.keys(part.choices[0].delta).includes("content")){
responseStream.write(part.choices[0].delta.content)
}
else{
responseStream.end()
}
// Call ChatGPT API
const completion = await openai.chat.completions.create({
model: "gpt-3.5-turbo",
messages: [{ role: "user", content: event.body }],
stream: true,
});
for await (const part of completion) {
if (Object.keys(part.choices[0].delta).includes("content")) {
responseStream.write(part.choices[0].delta.content);
} else {
responseStream.end();
}
}
);
});