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@ -23,6 +23,7 @@ import android.util.Log |
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import org.json.JSONObject |
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import org.json.JSONObject |
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import android.os.Handler |
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import android.os.Handler |
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import android.os.Looper |
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import android.os.Looper |
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import java.util.UUID |
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/** |
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/** |
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* ChatAPI服务异常 |
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* ChatAPI服务异常 |
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@ -109,10 +110,12 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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// 流式请求相关 |
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// 流式请求相关 |
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private var currentStreamJob: Job? = null |
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private var currentStreamJob: Job? = null |
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private var streamCallback: StreamCallback? = null |
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// private var streamCallback: StreamCallback? = null |
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private var currentMessages: List<Map<String, Any>> = emptyList() |
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private var currentMessages: List<Map<String, Any>> = emptyList() |
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private var toolCalls: MutableMap<Int, ToolCallInfo> = mutableMapOf() |
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private var toolCalls: MutableMap<Int, ToolCallInfo> = mutableMapOf() |
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private var isCanceled = false |
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private var sessions: MutableMap<String, StreamCallback?> = mutableMapOf() |
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private var currSessionId = "" // |
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// private var isCanceled = false |
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@ -124,14 +127,14 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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/** |
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/** |
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* 设置流式回调 |
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* 设置流式回调 |
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*/ |
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*/ |
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fun setStreamCallback(callback: StreamCallback) { |
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// fun setStreamCallback(callback: StreamCallback) { |
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streamCallback = callback |
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// streamCallback = callback |
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} |
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// } |
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/** |
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/** |
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* 初始化ChatAPI服务 |
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* 初始化ChatAPI服务 |
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*/ |
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*/ |
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fun initialize(apiKey: String, baseUrl: String, model: String, mcpServer: String): Boolean { |
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fun initialize(apiKey: String, baseUrl: String, model: String, visionModel: String, mcpServer: String): Boolean { |
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this.apiKey = apiKey |
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this.apiKey = apiKey |
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if (baseUrl.isNotEmpty()) { |
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if (baseUrl.isNotEmpty()) { |
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this.baseUrl = baseUrl |
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this.baseUrl = baseUrl |
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@ -139,7 +142,9 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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if (model.isNotEmpty()) { |
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if (model.isNotEmpty()) { |
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this.model = model |
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this.model = model |
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} |
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} |
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if (visionModel.isNotEmpty()) { |
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this.visionModel = visionModel |
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} |
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// 处理 baseUrl：移除末尾的 /chat/completions（如果存在） |
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// 处理 baseUrl：移除末尾的 /chat/completions（如果存在） |
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// 因为 openai-kotlin 会自动拼接 /chat/completions |
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// 因为 openai-kotlin 会自动拼接 /chat/completions |
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var processedBaseUrl = if (this.baseUrl.endsWith("/chat/completions")) { |
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var processedBaseUrl = if (this.baseUrl.endsWith("/chat/completions")) { |
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@ -258,30 +263,30 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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*/ |
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*/ |
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fun sendMessageStream(messages: org.json.JSONArray, callback: StreamCallback) { |
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fun sendMessageStream(messages: org.json.JSONArray, callback: StreamCallback) { |
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// 设置回调 |
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// 设置回调 |
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setStreamCallback(callback) |
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// setStreamCallback(callback) |
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// 转换JSONArray为List<Map<String, Any>> |
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// 转换JSONArray为List<Map<String, Any>> |
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val messageList = convertJsonArrayToList(messages) |
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val messageList = convertJsonArrayToList(messages) |
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currSessionId = UUID.randomUUID().toString() |
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sessions[currSessionId] = callback |
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// 调用原始方法 |
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// 调用原始方法 |
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sendMessageStream(messageList) |
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sendMessageStream(currSessionId,messageList) |
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} |
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} |
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/** |
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/** |
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* 发送消息（流式输出） |
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* 发送消息（流式输出） |
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*/ |
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*/ |
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fun sendMessageStream(messages: List<Map<String, Any>>) { |
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fun sendMessageStream(sessionid:String,messages: List<Map<String, Any>>) { |
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if (!isInitialized || apiKey.isEmpty() || openAI == null) { |
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if (!isInitialized || apiKey.isEmpty() || openAI == null) { |
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Log.e("ChatApiService", "ChatAPI服务未初始化，无法发送消息") |
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Log.e("ChatApiService", "ChatAPI服务未初始化，无法发送消息") |
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streamCallback?.onError(ChatApiException("ChatAPI服务未初始化")) |
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sessions[sessionid]?.onError(ChatApiException("ChatAPI服务未初始化")) |
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return |
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return |
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} |
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} |
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// 重置状态 |
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// 重置状态 |
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isCanceled = false |
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// isCanceled = false |
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currentMessages = messages |
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currentMessages = messages |
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toolCalls.clear() |
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toolCalls.clear() |
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// 检查是否包含图片，决定使用哪个模型 |
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// 检查是否包含图片，决定使用哪个模型 |
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val currentModel = if (containsImage(messages)) visionModel else model |
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val currentModel = if (containsImage(messages)) visionModel else model |
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@ -323,7 +328,7 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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Log.e("ChatApiService", "openAI对象为null") |
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Log.e("ChatApiService", "openAI对象为null") |
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throw IllegalStateException("OpenAI客户端未初始化") |
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throw IllegalStateException("OpenAI客户端未初始化") |
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} |
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} |
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// Log.e("ChatApiService", "liwei---------，发送AI请求 model:${currentModel} messages:${chatMessages}") |
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val flow = openAI!!.chatCompletions(chatCompletionRequest) |
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val flow = openAI!!.chatCompletions(chatCompletionRequest) |
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flow |
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flow |
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} catch (e: Exception) { |
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} catch (e: Exception) { |
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@ -332,7 +337,9 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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} |
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} |
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chatsFlow.collect { result -> |
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chatsFlow.collect { result -> |
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if (isCanceled) return@collect |
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if (currSessionId != sessionid) { |
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return@collect |
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} |
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val choice = result.choices.firstOrNull() |
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val choice = result.choices.firstOrNull() |
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if (choice == null) { |
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if (choice == null) { |
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@ -348,7 +355,7 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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// 处理普通文本内容 |
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// 处理普通文本内容 |
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delta.content?.let { content -> |
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delta.content?.let { content -> |
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streamCallback?.onToken(content) |
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sessions[sessionid]?.onToken(content) |
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} |
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} |
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// 收集工具调用信息 |
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// 收集工具调用信息 |
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@ -389,18 +396,20 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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} |
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} |
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} |
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} |
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if (!isCanceled) { |
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if (currSessionId == sessionid) { |
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// 检查是否有工具调用需要处理 |
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// 检查是否有工具调用需要处理 |
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val hasToolCalls = processToolCalls() |
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val hasToolCalls = processToolCalls(sessionid) |
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if (!hasToolCalls) { |
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if (!hasToolCalls) { |
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streamCallback?.onComplete() |
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sessions[sessionid]?.onComplete() |
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} |
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} |
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}else{ |
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sessions[sessionid]?.onComplete() |
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} |
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} |
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} catch (e: Exception) { |
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} catch (e: Exception) { |
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if (!isCanceled) { |
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// if (currSessionId == sessionid) { |
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streamCallback?.onError(ChatApiException("流式请求失败: ${e.message}")) |
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sessions[sessionid]?.onError(ChatApiException("流式请求失败: ${e.message}")) |
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} |
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// } |
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} |
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} |
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} |
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} |
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} |
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} |
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@ -408,7 +417,7 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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/** |
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/** |
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* 处理工具调用 |
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* 处理工具调用 |
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*/ |
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*/ |
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private suspend fun processToolCalls(): Boolean { |
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private suspend fun processToolCalls(sessionid: String): Boolean { |
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val firstToolCall = try { |
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val firstToolCall = try { |
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toolCalls.values.firstOrNull { it.isValid() } |
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toolCalls.values.firstOrNull { it.isValid() } |
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} catch (e: Exception) { |
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} catch (e: Exception) { |
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@ -430,11 +439,11 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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return false |
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return false |
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} |
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} |
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// 通知上层工具调用事件 |
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// 通知上层工具调用事件 |
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streamCallback?.onFunctionCall(convertMapToJsonObject(functionCall)) |
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sessions[sessionid]?.onFunctionCall(convertMapToJsonObject(functionCall)) |
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// 在后台队列处理工具调用 |
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// 在后台队列处理工具调用 |
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launch { |
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launch { |
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try { |
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try { |
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if (!isCanceled) { |
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if (currSessionId == sessionid) { |
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// 通过MCP客户端处理工具调用 |
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// 通过MCP客户端处理工具调用 |
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val functionName = firstToolCall.name |
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val functionName = firstToolCall.name |
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val argumentsJson = firstToolCall.arguments |
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val argumentsJson = firstToolCall.arguments |
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@ -471,29 +480,35 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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// 工具不存在 |
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// 工具不存在 |
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mapOf("context" to "Tool not found: $functionName") |
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mapOf("context" to "Tool not found: $functionName") |
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} |
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} |
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if (!isCanceled) { |
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if (currSessionId == sessionid) { |
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// 处理结果 |
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// 处理结果 |
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streamCallback?.onFunctionCallResult( |
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sessions[sessionid]?.onFunctionCallResult( |
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convertMapToJsonObject(functionCall), |
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convertMapToJsonObject(functionCall), |
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convertMapToJsonObject(result) |
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convertMapToJsonObject(result) |
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) |
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) |
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// 将结果发送回OpenAI继续对话 |
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// 将结果发送回OpenAI继续对话 |
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sendFunctionCallResultInternal( |
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sendFunctionCallResultInternal( |
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sessionid= sessionid, |
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messages = currentMessages, |
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messages = currentMessages, |
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functionCall = functionCall, |
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functionCall = functionCall, |
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functionResult = gson.toJson(result) |
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functionResult = gson.toJson(result) |
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) |
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) |
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}else{ |
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sessions[sessionid]?.onComplete() |
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} |
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} |
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} |
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} |
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} catch (e: Exception) { |
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} catch (e: Exception) { |
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Log.e("ChatApiService", "工具调用处理过程中出错: ${e.message}", e) |
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Log.e("ChatApiService", "工具调用处理过程中出错: ${e.message}", e) |
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if (!isCanceled) { |
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if (currSessionId == sessionid) { |
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val errorMessage = "工具调用处理失败: ${e.message}" |
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val errorMessage = "工具调用处理失败: ${e.message}" |
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sendFunctionCallResultInternal( |
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sendFunctionCallResultInternal( |
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sessionid= sessionid, |
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messages = currentMessages, |
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messages = currentMessages, |
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functionCall = functionCall, |
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functionCall = functionCall, |
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functionResult = errorMessage |
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functionResult = errorMessage |
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) |
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) |
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}else{ |
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sessions[sessionid]?.onComplete() |
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} |
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} |
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} |
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} |
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} |
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} |
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@ -505,11 +520,12 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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* 发送函数调用结果（内部方法） |
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* 发送函数调用结果（内部方法） |
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*/ |
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*/ |
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private suspend fun sendFunctionCallResultInternal( |
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private suspend fun sendFunctionCallResultInternal( |
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sessionid: String, |
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messages: List<Map<String, Any>>, |
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messages: List<Map<String, Any>>, |
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functionCall: Map<String, Any>, |
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functionCall: Map<String, Any>, |
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functionResult: String |
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functionResult: String |
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) { |
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) { |
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if (isCanceled) return |
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if (currSessionId != sessionid) return |
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val fullMessages = messages.toMutableList() |
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val fullMessages = messages.toMutableList() |
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@ -542,14 +558,16 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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) |
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) |
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// 重新发起对话，让AI基于工具调用结果生成回复 |
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// 重新发起对话，让AI基于工具调用结果生成回复 |
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sendMessageStream(fullMessages) |
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sendMessageStream(sessionid,fullMessages) |
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} |
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} |
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/** |
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/** |
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* 取消当前流式请求 |
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* 取消当前流式请求 |
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*/ |
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*/ |
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fun cancelCurrentStream(): Boolean { |
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fun cancelCurrentStream(): Boolean { |
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isCanceled = true |
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sessions[currSessionId]?.onComplete() |
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sessions.remove(currSessionId) |
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currSessionId = "" |
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currentStreamJob?.cancel() |
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currentStreamJob?.cancel() |
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currentStreamJob = null |
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currentStreamJob = null |
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return true |
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return true |
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@ -778,9 +796,9 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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* 聊天完成流式接口 |
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* 聊天完成流式接口 |
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* 与iOS版本保持一致的接口 |
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* 与iOS版本保持一致的接口 |
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*/ |
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*/ |
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fun chatCompletionStream(messages: List<Map<String, Any>>, tool: Boolean = false) { |
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fun chatCompletionStream(sessionid: String,messages: List<Map<String, Any>>, tool: Boolean = false) { |
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// 直接调用sendMessageStream，因为该方法已经处理了工具调用 |
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// 直接调用sendMessageStream，因为该方法已经处理了工具调用 |
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sendMessageStream(messages) |
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sendMessageStream(sessionid,messages) |
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} |
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} |
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// MARK: - 工具方法 |
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// MARK: - 工具方法 |
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@ -893,27 +911,70 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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} |
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} |
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is List<*> -> { |
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is List<*> -> { |
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// 对于多模态内容，提取文本部分（简化处理） |
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// 对于多模态内容，提取文本部分（简化处理） |
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var textContent = "" |
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val contentParts = mutableListOf<ContentPart>() |
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content.forEach { item -> |
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content.forEach { item -> |
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if (item is Map<*, *>) { |
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if (item is Map<*, *>) { |
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val type = item["type"] as? String |
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val type = item["type"] as? String |
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if (type == "text") { |
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when (type) { |
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val text = item["text"] as? String ?: "" |
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"text" -> { |
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textContent += text |
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val text = item["text"] as? String ?: "" |
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contentParts.add(TextPart(text)) |
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} |
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"image_url" -> { |
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val imageUrlMap = item["image_url"] as? Map<*, *> |
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val url = imageUrlMap?.get("url") as? String ?: "" |
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val detail = imageUrlMap?.get("detail") as? String ?: "auto" |
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if (url.isNotEmpty()) { |
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contentParts.add(ImagePart(url, detail)) |
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} |
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} // 处理其他可能的内容类型 |
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else -> { |
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// 记录未知类型，便于调试 |
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Log.d("MessageParser", "Unknown content type: $type") |
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} |
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} |
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} |
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} else { |
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// 非Map类型的内容，记录日志 |
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Log.d("MessageParser", "Item is not a Map: $item") |
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} |
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} |
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} |
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} |
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val finalContent = if (textContent.isEmpty()) "多媒体内容" else textContent |
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// 创建消息对象 |
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if (contentParts.isNotEmpty()) { |
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val chatMessage = when (chatRole) { |
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val chatMessage = when (chatRole) { |
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Role.System -> ChatMessage.System(finalContent) |
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Role.System -> { |
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Role.User -> ChatMessage.User(finalContent) |
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// 系统消息简化显示，将图片替换为[图片] |
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Role.Assistant -> ChatMessage.Assistant(finalContent) |
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val displayText = contentParts.joinToString { part -> |
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else -> ChatMessage.User(finalContent) |
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when (part) { |
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is TextPart -> part.text // 使用TextPart |
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is ImagePart -> "[图片]" // 使用ImagePart |
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} |
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} |
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ChatMessage.System(displayText) |
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} |
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Role.User -> ChatMessage.User(contentParts) |
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Role.Assistant -> { |
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// 将多模态内容转换为ListContent |
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val listContent = ListContent(contentParts) |
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// 提取文本内容作为Assistant消息的content |
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val textContent = contentParts |
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.filterIsInstance<TextPart>() |
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.joinToString(separator = "") { it.text } |
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// 调用Assistant函数，传递文本内容 |
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ChatMessage.Assistant( |
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content = textContent.ifEmpty { null }, |
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toolCalls = null // 如果有工具调用，需要在这里添加 |
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) |
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} |
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else -> ChatMessage.User(contentParts) |
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} |
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chatMessages.add(chatMessage) |
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} else { |
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// 内容为空时的处理 |
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Log.d("MessageParser", "No valid content parts found") |
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} |
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} |
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|
chatMessages.add(chatMessage) |
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|
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} |
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} |
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} |
|
|
} |
|
|
} |
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|
} |
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@ -1035,13 +1096,13 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
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*/ |
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|
*/ |
|
|
private fun convertJsonArrayToList(jsonArray: org.json.JSONArray): List<Map<String, Any>> { |
|
|
private fun convertJsonArrayToList(jsonArray: org.json.JSONArray): List<Map<String, Any>> { |
|
|
val result = mutableListOf<Map<String, Any>>() |
|
|
val result = mutableListOf<Map<String, Any>>() |
|
|
|
|
|
// Log.e("ChatApiService", "convertJsonArrayToList 1:${jsonArray}") |
|
|
for (i in 0 until jsonArray.length()) { |
|
|
for (i in 0 until jsonArray.length()) { |
|
|
val jsonObject = jsonArray.optJSONObject(i) ?: continue |
|
|
val jsonObject = jsonArray.optJSONObject(i) ?: continue |
|
|
val map = convertJsonObjectToMap(jsonObject) |
|
|
val map = convertJsonObjectToMap(jsonObject) |
|
|
result.add(map) |
|
|
result.add(map) |
|
|
} |
|
|
} |
|
|
|
|
|
// Log.e("ChatApiService", "convertJsonArrayToList 2:${result}") |
|
|
return result |
|
|
return result |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
@ -1123,9 +1184,9 @@ class ChatApiService(private val context: android.content.Context? = null) : Cor |
|
|
} |
|
|
} |
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|
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|
|
// 通知Flutter端处理函数调用 |
|
|
// 通知Flutter端处理函数调用 |
|
|
mainHandler.post { |
|
|
// mainHandler.post { |
|
|
streamCallback?.onFunctionCall(functionCall) |
|
|
// streamCallback?.onFunctionCall(functionCall) |
|
|
} |
|
|
// } |
|
|
|
|
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|
// 返回一个标记，表示函数已被调用 |
|
|
// 返回一个标记，表示函数已被调用 |
|
|
return "Function '$functionName' called with arguments: $arguments" |
|
|
return "Function '$functionName' called with arguments: $arguments" |
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|
lxm
1 year ago