API 1.2+3 open ai chat completion

This commit is contained in:
Tibor Bossanyi
2023-03-12 17:06:44 +01:00
parent cae214f87e
commit 26d344777c
9 changed files with 128 additions and 10 deletions
@@ -1,7 +1,11 @@
package com.aitrainer.api.controller
import com.aallam.openai.api.BetaOpenAI
import com.aallam.openai.api.chat.ChatMessage
import com.aitrainer.api.model.OpenAI
import com.aitrainer.api.model.OpenAIChat
import com.aitrainer.api.openai.OpenAIService
import com.google.gson.Gson
import kotlinx.coroutines.*
import org.slf4j.LoggerFactory
import org.springframework.web.bind.annotation.*
@@ -41,6 +45,21 @@ class OpenAIController() {
return result
}
@OptIn(BetaOpenAI::class, DelicateCoroutinesApi::class)
@PostMapping("/openai/chat_completion")
fun getOpenAIChatCompletion(@RequestBody openai: OpenAIChat) : String {
var result = ""
val openAIService = OpenAIService(openai.modelName, openai.temperature)
val deferred = GlobalScope.async {
openAIService.chatCompletion(openai.messages)
}
runBlocking {
result = deferred.await().toString()
println("Result: $result" )
}
return result
}
@OptIn(DelicateCoroutinesApi::class)
@GetMapping("/openai/list_models")
fun getOpenAIModels(): MutableList<String> {
@@ -0,0 +1,15 @@
package com.aitrainer.api.model
import com.aallam.openai.api.BetaOpenAI
import com.aallam.openai.api.chat.ChatMessage
import com.google.gson.annotations.Expose
import jakarta.persistence.*
import org.springframework.lang.NonNull
@Entity
data class OpenAIChat @OptIn(BetaOpenAI::class) constructor(
@Expose @Id @GeneratedValue(strategy = GenerationType.IDENTITY) @get: NonNull var id: Long = 0,
@Expose @get: NonNull var messages: String,
@Expose @get: NonNull var modelName: String? = null,
@Expose @get: NonNull var temperature: Double? = null,
)
@@ -1,5 +1,9 @@
package com.aitrainer.api.openai
import com.aallam.openai.api.BetaOpenAI
import com.aallam.openai.api.chat.ChatCompletion
import com.aallam.openai.api.chat.ChatCompletionRequest
import com.aallam.openai.api.chat.ChatMessage
import com.aallam.openai.client.OpenAI
import com.aallam.openai.api.completion.CompletionRequest
import com.aallam.openai.api.completion.TextCompletion
@@ -7,6 +11,7 @@ import com.aallam.openai.api.logging.LogLevel
import com.aallam.openai.api.model.Model
import com.aallam.openai.api.model.ModelId
import com.aallam.openai.client.OpenAIConfig
import com.google.gson.Gson
import kotlinx.coroutines.Dispatchers
import kotlinx.coroutines.withContext
import java.util.Properties
@@ -36,6 +41,12 @@ class OpenAIService(private val modelName: String?, private val temperature: Dou
}
/* models:
gpt-3.5-turbo chat/completion
text-davinci-003 completion
*/
suspend fun completion(question: String): String {
return withContext(Dispatchers.IO) {
var realModelName = "text-davinci-003"
@@ -64,6 +75,41 @@ class OpenAIService(private val modelName: String?, private val temperature: Dou
}
}
@OptIn(BetaOpenAI::class)
suspend fun chatCompletion(chatMessagesJson: String): String? {
return withContext(Dispatchers.IO) {
val gson = Gson()
val messages = gson.fromJson(chatMessagesJson, Array<ChatMessage>::class.java).toList()
val lastQuestion = messages.last().content
var lengthQuestion = 0
for ( message in messages ) {
lengthQuestion += message.content.length
}
val realModelName = "gpt-3.5-turbo"
var realTemperature = 0.1
if ( temperature != null ) {
realTemperature = temperature
}
if (openAI == null) {
connect(realModelName)
}
println("OpenAI Chat Last Question: $lastQuestion")
val completionRequest = ChatCompletionRequest(
model = ModelId(realModelName),
messages = messages,
maxTokens = 4096 - lengthQuestion,
temperature = realTemperature,
)
val completion: ChatCompletion = openAI!!.chatCompletion(completionRequest)
val result = completion.choices[0].message?.content
print(result)
result
}
}
suspend fun getModels(): MutableList<String> {
return withContext(Dispatchers.IO) {
if (openAI == null) {