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emilypgoogle merged 3 commits into from
May 15, 2026
Merged

Adjust AI Logic testing for model deprecation #8140

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6d097f4
Adjust testing for model deprecation
emilypgoogle May 11, 2026
b1af1b3
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emilypgoogle May 11, 2026
7a79ff0
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emilypgoogle May 15, 2026
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16 changes: 4 additions & 12 deletions ai-logic/firebase-ai/src/androidTest/kotlin/com/google/firebase/ai/AIModels.kt
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Original file line number Diff line number Diff line change
Expand Up @@ -24,9 +24,6 @@ import com.google.firebase.ai.type.PublicPreviewAPI
class AIModels {

companion object {
private val API_KEY: String = ""
private val APP_ID: String = ""
private val PROJECT_ID: String = "fireescape-integ-tests"
// General purpose models
var app: FirebaseApp? = null
lateinit var vertexAIFlashModel: GenerativeModel
Expand All @@ -49,14 +46,6 @@ class AIModels {
)
}

/** Returns a list of template models to test */
fun getTemplateModels(): List<TemplateGenerativeModel> {
if (app == null) {
setup()
}
return listOf(vertexAITemplateModel, googleAITemplateModel)
}

fun app(): FirebaseApp {
if (app == null) {
setup()
Expand All @@ -80,7 +69,7 @@ class AIModels {
googleAIFlashModel =
FirebaseAI.getInstance(app!!, GenerativeBackend.googleAI())
.generativeModel(
modelName = "gemini-2.5-flash",
modelName = "gemini-3.1-flash-lite",
)
googleAIFlashLiteModel =
FirebaseAI.getInstance(app!!, GenerativeBackend.googleAI())
Expand All @@ -94,3 +83,6 @@ class AIModels {
}
}
}

@OptIn(PublicPreviewAPI::class)
data class TemplateModel(val backend: String, val model: TemplateGenerativeModel)
120 changes: 76 additions & 44 deletions ...firebase-ai/src/androidTest/kotlin/com/google/firebase/ai/ChatTemplateIntegrationTests.kt
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Original file line number Diff line number Diff line change
Expand Up @@ -16,13 +16,13 @@

package com.google.firebase.ai

import com.google.firebase.ai.AIModels.Companion.getTemplateModels
import com.google.firebase.ai.type.PublicPreviewAPI
import com.google.firebase.ai.type.content
import io.kotest.matchers.shouldBe
import io.kotest.matchers.string.shouldContainIgnoringCase
import kotlinx.coroutines.flow.toList
import kotlinx.coroutines.runBlocking
import org.junit.Before
import org.junit.Test

@OptIn(PublicPreviewAPI::class)
Expand Down Expand Up @@ -59,55 +59,87 @@ class ChatTemplateIntegrationTests {
private val topic = "Firebase"
private val inputs = mapOf("customerName" to customerName, "topic" to topic)

@Before
fun setup() {
AIModels.setup()
}

@Test
fun testTemplateChat_sendMessage_googleAI(): Unit = runBlocking {
val chat = AIModels.googleAITemplateModel.startChat("$templateId-google-ai", inputs)
val response = chat.sendMessage("which number is higher, one or ten?")

response.candidates.isNotEmpty() shouldBe true
response.text shouldContainIgnoringCase "ten"

chat.history.size shouldBe 2
}
@Test
fun testTemplateChat_sendMessage_vertexAI(): Unit = runBlocking {
val chat = AIModels.vertexAITemplateModel.startChat("$templateId-vertex-ai", inputs)
val response = chat.sendMessage("which number is higher, one or ten?")

response.candidates.isNotEmpty() shouldBe true
response.text shouldContainIgnoringCase "ten"

chat.history.size shouldBe 2
}

@Test
fun testTemplateChat_sendMessage() {
for (model in getTemplateModels()) {
runBlocking {
val chat = model.startChat(templateId, inputs)
val response = chat.sendMessage("which number is higher, one or ten?")

response.candidates.isNotEmpty() shouldBe true
response.text shouldContainIgnoringCase "ten"

chat.history.size shouldBe 2
}
}
fun testTemplateChat_sendMessageStream_googleAI(): Unit = runBlocking {
val chat = AIModels.googleAITemplateModel.startChat("$templateId-google-ai", inputs)
val responses = chat.sendMessageStream("which number is higher, one or ten?").toList()
responses.isNotEmpty() shouldBe true
responses.joinToString { it.text ?: "" } shouldContainIgnoringCase "ten"
chat.history.size shouldBe 2
}

@Test
fun testTemplateChat_sendMessageStream() {
for (model in getTemplateModels()) {
runBlocking {
val chat = model.startChat(templateId, inputs)
val responses = chat.sendMessageStream("which number is higher, one or ten?").toList()
responses.isNotEmpty() shouldBe true
responses.joinToString { it.text ?: "" } shouldContainIgnoringCase "ten"
chat.history.size shouldBe 2
}
}
fun testTemplateChat_sendMessageStream_vertexAI(): Unit = runBlocking {
val chat = AIModels.vertexAITemplateModel.startChat("$templateId-vertex-ai", inputs)
val responses = chat.sendMessageStream("which number is higher, one or ten?").toList()
responses.isNotEmpty() shouldBe true
responses.joinToString { it.text ?: "" } shouldContainIgnoringCase "ten"
chat.history.size shouldBe 2
}

@Test
fun testTemplateChat_withHistory() {
for (model in getTemplateModels()) {
runBlocking {
val history =
listOf(
content("user") { text("which number is higher, one or ten?") },
content("model") { text("Ten.") }
)
val chat = model.startChat(templateId, inputs, history)
chat.history.size shouldBe 2
val response =
chat.sendMessage(
"Please concatenate them both, first the smaller one, then the bigger one."
)

response.candidates.isNotEmpty() shouldBe true
response.text shouldContainIgnoringCase "oneten"

chat.history.size shouldBe 4
}
}
fun testTemplateChat_withHistory_googleAI(): Unit = runBlocking {
val history =
listOf(
content("user") { text("which number is higher, one or ten?") },
content("model") { text("Ten.") }
)
val chat = AIModels.googleAITemplateModel.startChat("$templateId-google-ai", inputs, history)
chat.history.size shouldBe 2
val response =
chat.sendMessage(
"Please concatenate them both, first the smaller one, then the bigger one. Do not use punctuation or spaces."
)

response.candidates.isNotEmpty() shouldBe true
response.text?.replace(" ", "") shouldContainIgnoringCase "oneten"

chat.history.size shouldBe 4
}

@Test
fun testTemplateChat_withHistory_vertexAI(): Unit = runBlocking {
val history =
listOf(
content("user") { text("which number is higher, one or ten?") },
content("model") { text("Ten.") }
)
val chat = AIModels.googleAITemplateModel.startChat("$templateId-google-ai", inputs, history)
chat.history.size shouldBe 2
val response =
chat.sendMessage(
"Please concatenate them both, first the smaller one, then the bigger one. Do not use punctuation or spaces."
)

response.candidates.isNotEmpty() shouldBe true
response.text?.replace(" ", "") shouldContainIgnoringCase "oneten"

chat.history.size shouldBe 4
}
}
67 changes: 45 additions & 22 deletions ...gic/firebase-ai/src/androidTest/kotlin/com/google/firebase/ai/TemplateIntegrationTests.kt
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Original file line number Diff line number Diff line change
Expand Up @@ -16,13 +16,12 @@

package com.google.firebase.ai

import com.google.firebase.ai.AIModels.Companion.getTemplateModels
import com.google.firebase.ai.type.PublicPreviewAPI
import io.kotest.matchers.collections.shouldNotBeEmpty
import io.kotest.matchers.string.shouldContainIgnoringCase
import io.kotest.matchers.string.shouldNotBeEmpty
import kotlinx.coroutines.flow.toList
import kotlinx.coroutines.runBlocking
import org.junit.Before
import org.junit.Test

@OptIn(PublicPreviewAPI::class)
Expand Down Expand Up @@ -51,32 +50,56 @@ class TemplateIntegrationTests {
private val topic = "Firebase"
private val inputs = mapOf("customerName" to customerName, "topic" to topic)

@Before
fun setup() {
AIModels.setup()
}

@Test
fun testTemplateGenerateContent() {
for (model in getTemplateModels()) {
runBlocking {
val response = model.generateContent(templateId, inputs)
fun testTemplateGenerateContent_googleAI(): Unit = runBlocking {
val response = AIModels.googleAITemplateModel.generateContent("$templateId-google-ai", inputs)

response.candidates.shouldNotBeEmpty()
response.text shouldContainIgnoringCase customerName
response.text shouldContainIgnoringCase topic
response.candidates.shouldNotBeEmpty()
response.text shouldContainIgnoringCase customerName
response.text shouldContainIgnoringCase topic
}

@Test
fun testTemplateGenerateContent_vertexAI(): Unit = runBlocking {
val response = AIModels.vertexAITemplateModel.generateContent("$templateId-vertex-ai", inputs)

response.candidates.shouldNotBeEmpty()
response.text shouldContainIgnoringCase customerName
response.text shouldContainIgnoringCase topic
}

@Test
fun testTemplateGenerateContentStream_googleAI(): Unit = runBlocking {
val responses =
AIModels.googleAITemplateModel.generateContentStream("$templateId-google-ai", inputs).toList()
responses
.joinToString { it.text ?: "" }
.lowercase()
.replace(",", "")
.replace(" ", " ") // Model sometimes doubles spacing
.let {
it shouldContainIgnoringCase customerName
it shouldContainIgnoringCase topic
}
}
}

@Test
fun testTemplateGenerateContentStream() {
for (model in getTemplateModels()) {
runBlocking {
val responses = model.generateContentStream(templateId, inputs).toList()
responses
.joinToString { it.text ?: "" }
.lowercase()
.let {
it shouldContainIgnoringCase customerName
it shouldContainIgnoringCase topic
}
fun testTemplateGenerateContentStream_vertexAI(): Unit = runBlocking {
val responses =
AIModels.vertexAITemplateModel.generateContentStream("$templateId-vertex-ai", inputs).toList()
responses
.joinToString { it.text ?: "" }
.lowercase()
.replace(",", "")
.replace(" ", " ") // Model sometimes doubles spacing
.let {
it shouldContainIgnoringCase customerName
it shouldContainIgnoringCase topic
}
}
}
}
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