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Server Templates #7503
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ec8a8c2
Server Templates
8a9e2e9
add publicpreviewapi annotations and clean up code
a367826
add java types
60f580b
add missing template imagen model futures entry point
1c89819
fixes for comments
7645acf
fix serialization
6c4050c
Merge branch 'main' into davidmotson.prompt_templates
davidmotson f761374
add TemplateChat and TemplateChatFutures
a105587
fix for issue with thought in parts sent as history for template chat
b9e3c88
remove template chat
d8ec7cc
fixes for comments
aa8949c
add serialization tests
e63f756
format
ef90dce
remove history param from TemplateGenerativeModel
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141 changes: 141 additions & 0 deletions
141
firebase-ai/src/main/kotlin/com/google/firebase/ai/TemplateGenerativeModel.kt
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,141 @@ | ||
| /* | ||
| * Copyright 2025 Google LLC | ||
| * | ||
| * Licensed under the Apache License, Version 2.0 (the "License"); | ||
| * you may not use this file except in compliance with the License. | ||
| * You may obtain a copy of the License at | ||
| * | ||
| * http://www.apache.org/licenses/LICENSE-2.0 | ||
| * | ||
| * Unless required by applicable law or agreed to in writing, software | ||
| * distributed under the License is distributed on an "AS IS" BASIS, | ||
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| * See the License for the specific language governing permissions and | ||
| * limitations under the License. | ||
| */ | ||
|
|
||
| package com.google.firebase.ai | ||
|
|
||
| import com.google.firebase.FirebaseApp | ||
| import com.google.firebase.ai.common.APIController | ||
| import com.google.firebase.ai.common.AppCheckHeaderProvider | ||
| import com.google.firebase.ai.common.TemplateGenerateContentRequest | ||
| import com.google.firebase.ai.type.Content | ||
| import com.google.firebase.ai.type.FinishReason | ||
| import com.google.firebase.ai.type.FirebaseAIException | ||
| import com.google.firebase.ai.type.GenerateContentResponse | ||
| import com.google.firebase.ai.type.PromptBlockedException | ||
| import com.google.firebase.ai.type.PublicPreviewAPI | ||
| import com.google.firebase.ai.type.RequestOptions | ||
| import com.google.firebase.ai.type.ResponseStoppedException | ||
| import com.google.firebase.ai.type.SerializationException | ||
| import com.google.firebase.appcheck.interop.InteropAppCheckTokenProvider | ||
| import com.google.firebase.auth.internal.InternalAuthProvider | ||
| import kotlinx.coroutines.flow.Flow | ||
| import kotlinx.coroutines.flow.catch | ||
| import kotlinx.coroutines.flow.map | ||
| import kotlinx.serialization.json.Json | ||
| import kotlinx.serialization.json.jsonObject | ||
| import org.json.JSONObject | ||
|
|
||
| /** | ||
| * Represents a multimodal model (like Gemini), capable of generating content based on various | ||
| * templated input types. | ||
| */ | ||
| @PublicPreviewAPI | ||
| public class TemplateGenerativeModel | ||
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|
||
| internal constructor( | ||
| private val templateUri: String, | ||
| private val controller: APIController, | ||
| ) { | ||
|
|
||
| internal constructor( | ||
| templateUri: String, | ||
| apiKey: String, | ||
| firebaseApp: FirebaseApp, | ||
| useLimitedUseAppCheckTokens: Boolean, | ||
| requestOptions: RequestOptions = RequestOptions(), | ||
| appCheckTokenProvider: InteropAppCheckTokenProvider? = null, | ||
| internalAuthProvider: InternalAuthProvider? = null | ||
| ) : this( | ||
| templateUri, | ||
| APIController( | ||
| apiKey, | ||
| "", | ||
| requestOptions, | ||
| "gl-kotlin/${KotlinVersion.CURRENT}-ai fire/${BuildConfig.VERSION_NAME}", | ||
| firebaseApp, | ||
| AppCheckHeaderProvider( | ||
| TAG, | ||
| useLimitedUseAppCheckTokens, | ||
| appCheckTokenProvider, | ||
| internalAuthProvider | ||
| ), | ||
| ), | ||
| ) | ||
|
|
||
| /** | ||
| * Generates content from a prompt template and inputs. | ||
| * | ||
| * @param templateId The ID of the prompt template to use. | ||
| * @param inputs A map of variables to substitute into the template. | ||
| * @return The content generated by the model. | ||
| * @throws [FirebaseAIException] if the request failed. | ||
| * @see [FirebaseAIException] for types of errors. | ||
| */ | ||
| public suspend fun generateContent( | ||
| templateId: String, | ||
| inputs: Map<String, Any>, | ||
| ): GenerateContentResponse = | ||
| try { | ||
| controller | ||
| .templateGenerateContent("$templateUri$templateId", constructRequest(inputs)) | ||
| .toPublic() | ||
| .validate() | ||
| } catch (e: Throwable) { | ||
| throw FirebaseAIException.from(e) | ||
| } | ||
|
|
||
| /** | ||
| * Generates content as a stream from a prompt template and inputs. | ||
| * | ||
| * @param templateId The ID of the prompt template to use. | ||
| * @param inputs A map of variables to substitute into the template. | ||
| * @return A [Flow] which will emit responses as they are returned by the model. | ||
| * @throws [FirebaseAIException] if the request failed. | ||
| * @see [FirebaseAIException] for types of errors. | ||
| */ | ||
| public fun generateContentStream( | ||
| templateId: String, | ||
| inputs: Map<String, Any> | ||
| ): Flow<GenerateContentResponse> = | ||
| controller | ||
| .templateGenerateContentStream("$templateUri$templateId", constructRequest(inputs)) | ||
| .catch { throw FirebaseAIException.from(it) } | ||
| .map { it.toPublic().validate() } | ||
|
|
||
| internal fun constructRequest( | ||
| inputs: Map<String, Any>, | ||
| history: List<Content>? = null | ||
| ): TemplateGenerateContentRequest { | ||
| return TemplateGenerateContentRequest( | ||
| Json.parseToJsonElement(JSONObject(inputs).toString()).jsonObject, | ||
| history?.let { it.map { it.toTemplateInternal() } } | ||
| ) | ||
| } | ||
|
|
||
| private fun GenerateContentResponse.validate() = apply { | ||
| if (candidates.isEmpty() && promptFeedback == null) { | ||
| throw SerializationException("Error deserializing response, found no valid fields") | ||
| } | ||
| promptFeedback?.blockReason?.let { throw PromptBlockedException(this) } | ||
| candidates | ||
| .mapNotNull { it.finishReason } | ||
| .firstOrNull { it != FinishReason.STOP } | ||
| ?.let { throw ResponseStoppedException(this) } | ||
| } | ||
|
|
||
| private companion object { | ||
| private val TAG = TemplateGenerativeModel::class.java.simpleName | ||
| } | ||
| } | ||
106 changes: 106 additions & 0 deletions
106
firebase-ai/src/main/kotlin/com/google/firebase/ai/TemplateImagenModel.kt
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,106 @@ | ||
| /* | ||
| * Copyright 2025 Google LLC | ||
| * | ||
| * Licensed under the Apache License, Version 2.0 (the "License"); | ||
| * you may not use this file except in compliance with the License. | ||
| * You may obtain a copy of the License at | ||
| * | ||
| * http://www.apache.org/licenses/LICENSE-2.0 | ||
| * | ||
| * Unless required by applicable law or agreed to in writing, software | ||
| * distributed under the License is distributed on an "AS IS" BASIS, | ||
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| * See the License for the specific language governing permissions and | ||
| * limitations under the License. | ||
| */ | ||
|
|
||
| package com.google.firebase.ai | ||
|
|
||
| import com.google.firebase.FirebaseApp | ||
| import com.google.firebase.ai.common.APIController | ||
| import com.google.firebase.ai.common.AppCheckHeaderProvider | ||
| import com.google.firebase.ai.common.TemplateGenerateImageRequest | ||
| import com.google.firebase.ai.type.FirebaseAIException | ||
| import com.google.firebase.ai.type.ImagenGenerationResponse | ||
| import com.google.firebase.ai.type.ImagenInlineImage | ||
| import com.google.firebase.ai.type.PublicPreviewAPI | ||
| import com.google.firebase.ai.type.RequestOptions | ||
| import com.google.firebase.appcheck.interop.InteropAppCheckTokenProvider | ||
| import com.google.firebase.auth.internal.InternalAuthProvider | ||
| import kotlinx.serialization.json.Json | ||
| import kotlinx.serialization.json.jsonObject | ||
| import org.json.JSONObject | ||
|
|
||
| /** | ||
| * Represents a generative model (like Imagen), capable of generating images based a template. | ||
| * | ||
| * See the documentation for a list of | ||
| * [supported models](https://firebase.google.com/docs/ai-logic/models). | ||
| */ | ||
| @PublicPreviewAPI | ||
| public class TemplateImagenModel | ||
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|
||
| internal constructor( | ||
| private val templateUri: String, | ||
| private val controller: APIController, | ||
| ) { | ||
|
|
||
| @JvmOverloads | ||
| internal constructor( | ||
| templateUri: String, | ||
| apiKey: String, | ||
| firebaseApp: FirebaseApp, | ||
| useLimitedUseAppCheckTokens: Boolean, | ||
| requestOptions: RequestOptions = RequestOptions(), | ||
| appCheckTokenProvider: InteropAppCheckTokenProvider? = null, | ||
| internalAuthProvider: InternalAuthProvider? = null, | ||
| ) : this( | ||
| templateUri, | ||
| APIController( | ||
| apiKey, | ||
| "", | ||
| requestOptions, | ||
| "gl-kotlin/${KotlinVersion.CURRENT}-ai fire/${BuildConfig.VERSION_NAME}", | ||
| firebaseApp, | ||
| AppCheckHeaderProvider( | ||
| TAG, | ||
| useLimitedUseAppCheckTokens, | ||
| appCheckTokenProvider, | ||
| internalAuthProvider | ||
| ), | ||
| ), | ||
| ) | ||
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|
||
|
|
||
| /** | ||
| * Generates an image, returning the result directly to the caller. | ||
| * | ||
| * @param templateId The ID of server prompt template. | ||
| * @param inputs the inputs needed to fill in the prompt | ||
| */ | ||
| public suspend fun generateImages( | ||
| templateId: String, | ||
| inputs: Map<String, Any> | ||
davidmotson marked this conversation as resolved.
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|
||
| ): ImagenGenerationResponse<ImagenInlineImage> = | ||
| try { | ||
| controller | ||
| .templateGenerateImage( | ||
| "$templateUri$templateId", | ||
| constructTemplateGenerateImageRequest(inputs) | ||
| ) | ||
| .validate() | ||
| .toPublicInline() | ||
| } catch (e: Throwable) { | ||
| throw FirebaseAIException.from(e) | ||
| } | ||
|
|
||
| private fun constructTemplateGenerateImageRequest( | ||
| inputs: Map<String, Any> | ||
| ): TemplateGenerateImageRequest { | ||
| return TemplateGenerateImageRequest( | ||
| Json.parseToJsonElement(JSONObject(inputs).toString()).jsonObject | ||
| ) | ||
| } | ||
|
|
||
| internal companion object { | ||
| private val TAG = TemplateImagenModel::class.java.simpleName | ||
| } | ||
| } | ||
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