find interface by llm
This commit is contained in:
Suman991
parent
4ea6a1b1b4
commit
4109dbec8d
2
.gitignore
vendored
2
.gitignore
vendored
@ -3,6 +3,8 @@
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/node_modules
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/build
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test.js
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# Logs
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logs
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*.log
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202
package-lock.json
generated
202
package-lock.json
generated
@ -9,6 +9,7 @@
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"version": "0.0.1",
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||||
"license": "UNLICENSED",
|
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"dependencies": {
|
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"@cerebras/cerebras_cloud_sdk": "^1.64.1",
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"@nestjs/config": "^4.0.3",
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"@nestjs/core": "^11.0.1",
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@ -17,6 +18,7 @@
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"@nestjs/swagger": "^11.2.6",
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@ -718,6 +720,36 @@
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"url": "https://github.com/sponsors/Borewit"
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}
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},
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@ -2167,6 +2199,18 @@
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"rxjs": "^7.1.0"
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}
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},
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"node_modules/@nestjs/config/node_modules/dotenv": {
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"funding": {
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"url": "https://dotenvx.com"
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"resolved": "https://registry.npmjs.org/lodash/-/lodash-4.17.23.tgz",
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@ -2710,12 +2754,21 @@
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"license": "MIT",
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"dependencies": {
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"undici-types": "~7.16.0"
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}
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"node_modules/@types/node-fetch": {
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"version": "2.6.13",
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"resolved": "https://registry.npmjs.org/@types/node-fetch/-/node-fetch-2.6.13.tgz",
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"license": "MIT",
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"@types/node": "*",
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"form-data": "^4.0.4"
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}
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"node_modules/@types/qs": {
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"version": "6.15.0",
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"resolved": "https://registry.npmjs.org/@types/qs/-/qs-6.15.0.tgz",
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@ -3553,6 +3606,18 @@
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"dev": true,
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"license": "Apache-2.0"
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},
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"node_modules/abort-controller": {
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"version": "3.0.0",
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"resolved": "https://registry.npmjs.org/abort-controller/-/abort-controller-3.0.0.tgz",
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"license": "MIT",
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"dependencies": {
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"event-target-shim": "^5.0.0"
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},
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"engines": {
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"node": ">=6.5"
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}
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},
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"node_modules/accepts": {
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"version": "2.0.0",
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"resolved": "https://registry.npmjs.org/accepts/-/accepts-2.0.0.tgz",
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@ -3615,6 +3680,18 @@
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"node": ">=0.4.0"
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}
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},
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"node_modules/agentkeepalive": {
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"version": "4.6.0",
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"resolved": "https://registry.npmjs.org/agentkeepalive/-/agentkeepalive-4.6.0.tgz",
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"license": "MIT",
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"dependencies": {
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"humanize-ms": "^1.2.1"
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"engines": {
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"node": ">= 8.0.0"
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"node_modules/ajv": {
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"version": "6.14.0",
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"resolved": "https://registry.npmjs.org/ajv/-/ajv-6.14.0.tgz",
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@ -3810,7 +3887,6 @@
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"version": "0.4.0",
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"resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
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"dev": true,
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"license": "MIT"
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"node_modules/babel-jest": {
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@ -4437,7 +4513,6 @@
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"version": "1.0.8",
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"dev": true,
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"license": "MIT",
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"dependencies": {
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"delayed-stream": "~1.0.0"
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@ -4697,7 +4772,6 @@
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"version": "1.0.0",
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"resolved": "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz",
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"dev": true,
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"license": "MIT",
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"engines": {
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"node": ">=0.4.0"
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@ -4744,9 +4818,9 @@
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||||
}
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||||
},
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"node_modules/dotenv": {
|
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"version": "17.2.3",
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"resolved": "https://registry.npmjs.org/dotenv/-/dotenv-17.2.3.tgz",
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"version": "17.4.1",
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"resolved": "https://registry.npmjs.org/dotenv/-/dotenv-17.4.1.tgz",
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|
||||
"license": "BSD-2-Clause",
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"engines": {
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"node": ">=12"
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@ -4910,7 +4984,6 @@
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"version": "2.1.0",
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|
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"dev": true,
|
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"license": "MIT",
|
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"dependencies": {
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"es-errors": "^1.3.0",
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@ -5175,6 +5248,15 @@
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"node": ">= 0.6"
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}
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},
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"node_modules/event-target-shim": {
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"version": "5.0.1",
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"resolved": "https://registry.npmjs.org/event-target-shim/-/event-target-shim-5.0.1.tgz",
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"resolved": "https://registry.npmjs.org/events/-/events-3.3.0.tgz",
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@ -5518,7 +5600,6 @@
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"version": "4.0.5",
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@ -5531,11 +5612,16 @@
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"dev": true,
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"license": "MIT",
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"engines": {
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@ -5545,7 +5631,6 @@
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@ -5554,6 +5639,19 @@
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@ -5890,7 +5988,6 @@
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@ -5951,6 +6048,15 @@
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@ -7705,6 +7811,26 @@
|
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"dev": true,
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"license": "MIT"
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"funding": [
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{
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@ -7715,6 +7841,48 @@
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|
||||
"integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==",
|
||||
"license": "BSD-2-Clause"
|
||||
},
|
||||
"node_modules/node-fetch/node_modules/whatwg-url": {
|
||||
"version": "5.0.0",
|
||||
"resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
|
||||
"integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
|
||||
"license": "MIT",
|
||||
"dependencies": {
|
||||
"tr46": "~0.0.3",
|
||||
"webidl-conversions": "^3.0.0"
|
||||
}
|
||||
},
|
||||
"node_modules/node-int64": {
|
||||
"version": "0.4.0",
|
||||
"resolved": "https://registry.npmjs.org/node-int64/-/node-int64-0.4.0.tgz",
|
||||
@ -9567,7 +9735,6 @@
|
||||
"version": "7.16.0",
|
||||
"resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.16.0.tgz",
|
||||
"integrity": "sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw==",
|
||||
"dev": true,
|
||||
"license": "MIT"
|
||||
},
|
||||
"node_modules/universalify": {
|
||||
@ -9758,6 +9925,15 @@
|
||||
"defaults": "^1.0.3"
|
||||
}
|
||||
},
|
||||
"node_modules/web-streams-polyfill": {
|
||||
"version": "4.0.0-beta.3",
|
||||
"resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz",
|
||||
"integrity": "sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==",
|
||||
"license": "MIT",
|
||||
"engines": {
|
||||
"node": ">= 14"
|
||||
}
|
||||
},
|
||||
"node_modules/webidl-conversions": {
|
||||
"version": "7.0.0",
|
||||
"resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz",
|
||||
|
||||
@ -20,6 +20,7 @@
|
||||
"test:e2e": "jest --config ./test/jest-e2e.json"
|
||||
},
|
||||
"dependencies": {
|
||||
"@cerebras/cerebras_cloud_sdk": "^1.64.1",
|
||||
"@nestjs/common": "^11.0.1",
|
||||
"@nestjs/config": "^4.0.3",
|
||||
"@nestjs/core": "^11.0.1",
|
||||
@ -28,6 +29,7 @@
|
||||
"@nestjs/swagger": "^11.2.6",
|
||||
"class-transformer": "^0.5.1",
|
||||
"class-validator": "^0.14.4",
|
||||
"dotenv": "^17.4.1",
|
||||
"mongoose": "^9.4.1",
|
||||
"reflect-metadata": "^0.2.2",
|
||||
"rxjs": "^7.8.1",
|
||||
|
||||
9
src/common/common.module.ts
Normal file
9
src/common/common.module.ts
Normal file
@ -0,0 +1,9 @@
|
||||
import { Module } from "@nestjs/common";
|
||||
import { LlmService } from "./services/llm.service";
|
||||
|
||||
@Module({
|
||||
imports:[],
|
||||
controllers:[],
|
||||
providers:[],
|
||||
})
|
||||
export class CommonModule{}
|
||||
89
src/common/services/llm.service.ts
Normal file
89
src/common/services/llm.service.ts
Normal file
@ -0,0 +1,89 @@
|
||||
import Cerebras from "@cerebras/cerebras_cloud_sdk";
|
||||
import { Injectable } from "@nestjs/common";
|
||||
import { ConfigService } from "@nestjs/config";
|
||||
import { Form } from "src/form/schemas/form.schema";
|
||||
|
||||
const interfaceSchema = {
|
||||
type: "object",
|
||||
properties: {
|
||||
fields: {
|
||||
type: "array",
|
||||
items: {
|
||||
type: "object",
|
||||
properties: {
|
||||
keyName: { type: "string" },
|
||||
tsType: { type: "string" },
|
||||
includeInInterface: { type: "boolean" }
|
||||
},
|
||||
required: ["keyName", "tsType", "includeInInterface"],
|
||||
additionalProperties: false
|
||||
}
|
||||
}
|
||||
},
|
||||
required: ["fields"],
|
||||
additionalProperties: false
|
||||
};
|
||||
|
||||
@Injectable()
|
||||
export class LlmService {
|
||||
private cerebras: Cerebras;
|
||||
|
||||
constructor(private configService: ConfigService) {
|
||||
this.cerebras = new Cerebras({
|
||||
apiKey: this.configService.get<string>('CEREBRAS_API_KEY'),
|
||||
});
|
||||
}
|
||||
|
||||
async generateFormInterface(form: Form): Promise<string> {
|
||||
const relevant = form.fields!
|
||||
.filter(f => f.keyType !== "button")
|
||||
.map(({ keyName, keyType, keySubType, options }) => ({
|
||||
keyName,
|
||||
keyType,
|
||||
...(keySubType && { keySubType }),
|
||||
...(keyType === "checkbox" && { hasOptions: !!options?.length }),
|
||||
}));
|
||||
|
||||
const completion = await this.cerebras.chat.completions.create({
|
||||
model: "llama3.1-8b",
|
||||
messages: [
|
||||
{
|
||||
role: "system",
|
||||
content: `You are a TypeScript expert. Given form field descriptors, return the correct TypeScript type for each.
|
||||
Type rules:
|
||||
input[number|range] → number
|
||||
input[file] → File | null
|
||||
input[date|datetime-local|month|week|time] → string
|
||||
input[text|email|password|tel|url|search|color|hidden] → string
|
||||
textarea | select | radio → string
|
||||
multiselect → string[]
|
||||
checkbox with hasOptions: true → string[]
|
||||
checkbox with hasOptions: false → boolean`,
|
||||
},
|
||||
{
|
||||
role: "user",
|
||||
content: JSON.stringify(relevant),
|
||||
},
|
||||
],
|
||||
response_format: {
|
||||
type: "json_schema",
|
||||
json_schema: {
|
||||
name: "interface_schema",
|
||||
strict: true,
|
||||
schema: interfaceSchema,
|
||||
},
|
||||
},
|
||||
});
|
||||
|
||||
const { fields: typed } = JSON.parse((completion.choices as any)[0].message.content);
|
||||
|
||||
const tsInterface = `export interface ${form.name.replace(/\s+/g, '')}FormValues {\n${
|
||||
typed
|
||||
.filter(f => f.includeInInterface)
|
||||
.map(f => ` ${f.keyName}: ${f.tsType};`)
|
||||
.join("\n")
|
||||
}\n}`;
|
||||
|
||||
return tsInterface;
|
||||
}
|
||||
}
|
||||
@ -49,7 +49,7 @@ export class QueryFormDto {
|
||||
example: false,
|
||||
description: 'true = deleted only, false = active only, omit = all',
|
||||
})
|
||||
// @Type(() => Boolean)
|
||||
// @Type(() => Boolean) // don't use this(unreliable)
|
||||
@Transform(({ value }) => {
|
||||
if (value === 'true' || value === true) return true;
|
||||
if (value === 'false' || value === false) return false;
|
||||
|
||||
@ -35,6 +35,11 @@ export class FormController {
|
||||
async find(@Param('formId') formId: string) {
|
||||
return await this.formService.find(formId);
|
||||
}
|
||||
@Get(':formId/interface')
|
||||
@ApiOperation({summary:'Get interface for the form provided by llm'})
|
||||
async getInterface(@Param('formId') formId:string){
|
||||
return await this.formService.findInterface(formId);
|
||||
}
|
||||
|
||||
@Patch(':id/fields/:fieldId')
|
||||
@ApiOperation({ summary: 'update a field in a form' })
|
||||
|
||||
@ -4,6 +4,7 @@ import { FormController } from './form.controller';
|
||||
import { MongooseModule } from '@nestjs/mongoose';
|
||||
import { Form, FormSchema } from './schemas/form.schema';
|
||||
import { Field, FieldSchema } from './schemas/field.schema';
|
||||
import { LlmService } from 'src/common/services/llm.service';
|
||||
|
||||
@Module({
|
||||
imports:[
|
||||
@ -13,6 +14,6 @@ import { Field, FieldSchema } from './schemas/field.schema';
|
||||
])
|
||||
],
|
||||
controllers: [FormController],
|
||||
providers: [FormService],
|
||||
providers: [FormService,LlmService],
|
||||
})
|
||||
export class FormModule {}
|
||||
|
||||
@ -1,4 +1,4 @@
|
||||
import { Injectable, NotFoundException } from '@nestjs/common';
|
||||
import { Injectable, NotFoundException, ServiceUnavailableException } from '@nestjs/common';
|
||||
import { InjectModel } from '@nestjs/mongoose';
|
||||
import { Form, FormDocument, Status } from './schemas/form.schema';
|
||||
import { Model } from 'mongoose';
|
||||
@ -8,6 +8,7 @@ import { CreateUpdateDto } from './dto/create-update.dto';
|
||||
import { QueryFormDto } from './dto/query-form.dto';
|
||||
import { FormQueryBuilder } from './helpers/form-query.builder';
|
||||
import { PaginatedResponse } from 'src/interfaces/paginated-response.interface';
|
||||
import { LlmService } from 'src/common/services/llm.service';
|
||||
|
||||
// Reusable projections
|
||||
const LIST_PROJECTION = {
|
||||
@ -22,7 +23,10 @@ const DETAIL_PROJECTION = { _id: 0, __v: 0 };
|
||||
|
||||
@Injectable()
|
||||
export class FormService {
|
||||
constructor(@InjectModel(Form.name) private formModel: Model<FormDocument>) {}
|
||||
constructor(
|
||||
@InjectModel(Form.name) private formModel: Model<FormDocument>,
|
||||
private llmService: LlmService,
|
||||
) {}
|
||||
|
||||
async createOrUpdate(dto: CreateUpdateDto): Promise<Form> {
|
||||
if (!dto.id) {
|
||||
@ -87,9 +91,27 @@ export class FormService {
|
||||
.select(DETAIL_PROJECTION)
|
||||
.exec();
|
||||
if (!form) throw new NotFoundException(`Form ${formId} not found`);
|
||||
|
||||
return form;
|
||||
}
|
||||
|
||||
async findInterface(formId: string): Promise<string> {
|
||||
const form = await this.formModel
|
||||
.findOne({ id: formId, deletedAt: null })
|
||||
.select(DETAIL_PROJECTION)
|
||||
.exec();
|
||||
|
||||
if (!form) throw new NotFoundException(`Form ${formId} not found`);
|
||||
|
||||
try{
|
||||
let tsInference=await this.llmService.generateFormInterface(form)
|
||||
return tsInference
|
||||
}catch(err){
|
||||
throw new ServiceUnavailableException('llm down')
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
async updateField(
|
||||
formId: string,
|
||||
fieldId: string,
|
||||
|
||||
@ -1,5 +1,5 @@
|
||||
// ─── Parent types ───
|
||||
export type ParentKeyType = "input" | "textarea" | "select" | "multiselect" | "checkbox";
|
||||
export type ParentKeyType = "input" | "textarea" | "select" | "multiselect" | "checkbox"|"button";
|
||||
|
||||
// ─── Child types (only for "input") ───
|
||||
export type InputSubType = "text" | "email" | "number" | "password" | "button" | "color" | "date" | "datetime-local" | "file" | "hidden" | "image" | "month" | "radio" | "range" | "reset" | "search" | "submit" | "tel" | "time" | "url" | "week" ;
|
||||
@ -11,6 +11,7 @@ export const PARENT_TYPE_LABELS: Readonly<Record<ParentKeyType, string>> = {
|
||||
select: "Select",
|
||||
multiselect: "Multiselect",
|
||||
checkbox: "Checkbox",
|
||||
button:"button",
|
||||
} as const;
|
||||
|
||||
export const INPUT_SUB_TYPE_LABELS: Readonly<Record<InputSubType, string>> = {
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user