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[FirebaseAI] Add support for Server Prompt Templates #1361
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e1318c3
[Firebase AI] Initial work on Server Templates
a-maurice d257d91
Merge branch 'main' into am-ai_templates
a-maurice 3c5d65c
Add doxygen comments
a-maurice 84e94d3
Update TemplateGenerativeModel.cs
a-maurice 6c5001d
Add tests, and fix streaming
a-maurice 43762c8
Update readme.md
a-maurice bb4249a
Addressing feedback
a-maurice 6bacf9d
Merge branch 'main' into am-ai_templates
a-maurice 1a36101
Update readme.md
a-maurice 3b79d4f
Update readme.md
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,177 @@ | ||
| /* | ||
| * 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. | ||
| */ | ||
|
|
||
| using System; | ||
| using System.Collections.Generic; | ||
| using System.Net.Http; | ||
| using System.Text; | ||
| using System.Threading; | ||
| using System.Threading.Tasks; | ||
| using Google.MiniJSON; | ||
| using Firebase.AI.Internal; | ||
| using System.Linq; | ||
| using System.Runtime.CompilerServices; | ||
| using System.IO; | ||
|
|
||
| namespace Firebase.AI | ||
| { | ||
| /// <summary> | ||
| /// A type that represents a remote multimodal model (like Gemini), with the ability to generate | ||
| /// content based on defined server prompt templates. | ||
| /// </summary> | ||
| public class TemplateGenerativeModel | ||
| { | ||
| private readonly FirebaseApp _firebaseApp; | ||
| private readonly FirebaseAI.Backend _backend; | ||
|
|
||
| private readonly HttpClient _httpClient; | ||
|
|
||
| /// <summary> | ||
| /// Intended for internal use only. | ||
| /// Use `FirebaseAI.GetTemplateGenerativeModel` instead to ensure proper | ||
| /// initialization and configuration of the `TemplateGenerativeModel`. | ||
| /// </summary> | ||
| internal TemplateGenerativeModel(FirebaseApp firebaseApp, | ||
| FirebaseAI.Backend backend, | ||
| RequestOptions? requestOptions = null) | ||
| { | ||
| _firebaseApp = firebaseApp; | ||
| _backend = backend; | ||
|
|
||
| // Create a HttpClient using the timeout requested, or the default one. | ||
| _httpClient = new HttpClient() | ||
| { | ||
| Timeout = requestOptions?.Timeout ?? RequestOptions.DefaultTimeout | ||
| }; | ||
| } | ||
|
|
||
| /// <summary> | ||
| /// Generates new content by calling into a server prompt template. | ||
| /// </summary> | ||
| /// <param name="templateId">The id of the server prompt template to use.</param> | ||
| /// <param name="inputs">Any input parameters expected by the server prompt template.</param> | ||
| /// <param name="cancellationToken">An optional token to cancel the operation.</param> | ||
| /// <returns>The generated content response from the model.</returns> | ||
| /// <exception cref="HttpRequestException">Thrown when an error occurs during content generation.</exception> | ||
| public Task<GenerateContentResponse> GenerateContentAsync( | ||
| string templateId, IDictionary<string, object> inputs, | ||
| CancellationToken cancellationToken = default) | ||
| { | ||
| return GenerateContentAsyncInternal(templateId, inputs, null, cancellationToken); | ||
| } | ||
|
|
||
| /// <summary> | ||
| /// Generates new content as a stream by calling into a server prompt template. | ||
| /// </summary> | ||
| /// <param name="templateId">The id of the server prompt template to use.</param> | ||
| /// <param name="inputs">Any input parameters expected by the server prompt template.</param> | ||
| /// <param name="cancellationToken">An optional token to cancel the operation.</param> | ||
| /// <returns>A stream of generated content responses from the model.</returns> | ||
| /// <exception cref="HttpRequestException">Thrown when an error occurs during content generation.</exception> | ||
| public IAsyncEnumerable<GenerateContentResponse> GenerateContentStreamAsync( | ||
| string templateId, IDictionary<string, object> inputs, | ||
| CancellationToken cancellationToken = default) | ||
| { | ||
| return GenerateContentStreamAsyncInternal(templateId, inputs, null, cancellationToken); | ||
| } | ||
|
|
||
| private string MakeGenerateContentRequest(IDictionary<string, object> inputs, | ||
| IEnumerable<ModelContent> chatHistory) | ||
| { | ||
| var jsonDict = new Dictionary<string, object>() | ||
| { | ||
| ["inputs"] = inputs | ||
| }; | ||
| if (chatHistory != null) | ||
| { | ||
| jsonDict["history"] = chatHistory.Select(t => t.ToJson()).ToList(); | ||
| } | ||
| return Json.Serialize(jsonDict); | ||
| } | ||
|
|
||
| private async Task<GenerateContentResponse> GenerateContentAsyncInternal( | ||
| string templateId, IDictionary<string, object> inputs, | ||
| IEnumerable<ModelContent> chatHistory, | ||
| CancellationToken cancellationToken) | ||
| { | ||
| HttpRequestMessage request = new(HttpMethod.Post, | ||
| HttpHelpers.GetTemplateURL(_firebaseApp, _backend, templateId) + ":templateGenerateContent"); | ||
|
|
||
| // Set the request headers | ||
| await HttpHelpers.SetRequestHeaders(request, _firebaseApp); | ||
|
|
||
| // Set the content | ||
| string bodyJson = MakeGenerateContentRequest(inputs, chatHistory); | ||
| request.Content = new StringContent(bodyJson, Encoding.UTF8, "application/json"); | ||
|
|
||
| #if FIREBASE_LOG_REST_CALLS | ||
| UnityEngine.Debug.Log("Request:\n" + bodyJson); | ||
| #endif | ||
|
|
||
| var response = await _httpClient.SendAsync(request, cancellationToken); | ||
| await HttpHelpers.ValidateHttpResponse(response); | ||
|
|
||
| string result = await response.Content.ReadAsStringAsync(); | ||
|
|
||
| #if FIREBASE_LOG_REST_CALLS | ||
| UnityEngine.Debug.Log("Response:\n" + result); | ||
| #endif | ||
|
|
||
| return GenerateContentResponse.FromJson(result, _backend.Provider); | ||
| } | ||
|
|
||
| private async IAsyncEnumerable<GenerateContentResponse> GenerateContentStreamAsyncInternal( | ||
| string templateId, IDictionary<string, object> inputs, | ||
| IEnumerable<ModelContent> chatHistory, | ||
| [EnumeratorCancellation] CancellationToken cancellationToken) | ||
| { | ||
| HttpRequestMessage request = new(HttpMethod.Post, | ||
| HttpHelpers.GetTemplateURL(_firebaseApp, _backend, templateId) + ":templateStreamGenerateContent?alt=sse"); | ||
|
|
||
| // Set the request headers | ||
| await HttpHelpers.SetRequestHeaders(request, _firebaseApp); | ||
|
|
||
| // Set the content | ||
| string bodyJson = MakeGenerateContentRequest(inputs, chatHistory); | ||
| request.Content = new StringContent(bodyJson, Encoding.UTF8, "application/json"); | ||
|
|
||
| #if FIREBASE_LOG_REST_CALLS | ||
| UnityEngine.Debug.Log("Request:\n" + bodyJson); | ||
| #endif | ||
|
|
||
| var response = await _httpClient.SendAsync(request, HttpCompletionOption.ResponseHeadersRead, cancellationToken); | ||
| await HttpHelpers.ValidateHttpResponse(response); | ||
|
|
||
| // We are expecting a Stream as the response, so handle that. | ||
| using var stream = await response.Content.ReadAsStreamAsync(); | ||
| using var reader = new StreamReader(stream); | ||
|
|
||
| string line; | ||
| while ((line = await reader.ReadLineAsync()) != null) | ||
| { | ||
| // Only pass along strings that begin with the expected prefix. | ||
| if (line.StartsWith(HttpHelpers.StreamPrefix)) | ||
| { | ||
| #if FIREBASE_LOG_REST_CALLS | ||
| UnityEngine.Debug.Log("Streaming Response:\n" + line); | ||
| #endif | ||
|
|
||
| yield return GenerateContentResponse.FromJson(line[HttpHelpers.StreamPrefix.Length..], _backend.Provider); | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } |
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