diff --git a/apps/api/src/ai/ai-provider-registry.service.ts b/apps/api/src/ai/ai-provider-registry.service.ts
new file mode 100644
index 0000000..54387a9
--- /dev/null
+++ b/apps/api/src/ai/ai-provider-registry.service.ts
@@ -0,0 +1,28 @@
+import { Injectable } from "@nestjs/common";
+import { AiChannel } from "../../generated/prisma/client";
+import { AstrbotProvider } from "./providers/astrbot.provider";
+import { OpenAiCompatibleProvider } from "./providers/openai-compatible.provider";
+import { AiChannelExecutor } from "./ai.types";
+
+@Injectable()
+export class AiProviderRegistryService {
+  private readonly executors = new Map<AiChannel, AiChannelExecutor>();
+
+  constructor(
+    openAiCompatibleProvider: OpenAiCompatibleProvider,
+    astrbotProvider: AstrbotProvider
+  ) {
+    this.executors.set(AiChannel.USER_KEY, openAiCompatibleProvider);
+    this.executors.set(AiChannel.PUBLIC_POOL, openAiCompatibleProvider);
+    this.executors.set(AiChannel.ASTRBOT, astrbotProvider);
+  }
+
+  getExecutor(channel: AiChannel): AiChannelExecutor {
+    const executor = this.executors.get(channel);
+    if (!executor) {
+      throw new Error(`未找到 ${channel} 对应的 AI 通道执行器`);
+    }
+
+    return executor;
+  }
+}
diff --git a/apps/api/src/ai/ai.controller.ts b/apps/api/src/ai/ai.controller.ts
new file mode 100644
index 0000000..3ca3ff9
--- /dev/null
+++ b/apps/api/src/ai/ai.controller.ts
@@ -0,0 +1,41 @@
+import { Body, Controller, Get, Headers, Post, UnauthorizedException } from "@nestjs/common";
+import { AiChatDto } from "./dto/ai-chat.dto";
+import { UpsertAiProviderBindingDto } from "./dto/upsert-ai-provider-binding.dto";
+import { AiChatResponse, AiService, ListAiBindingsResponse } from "./ai.service";
+
+@Controller("ai")
+export class AiController {
+  constructor(private readonly aiService: AiService) {}
+
+  @Get("bindings")
+  async listBindings(
+    @Headers("x-user-id") userIdHeader: string | string[] | undefined
+  ): Promise<ListAiBindingsResponse> {
+    return this.aiService.listBindings(this.resolveUserId(userIdHeader));
+  }
+
+  @Post("bindings")
+  async upsertBinding(
+    @Headers("x-user-id") userIdHeader: string | string[] | undefined,
+    @Body() body: UpsertAiProviderBindingDto
+  ) {
+    return this.aiService.upsertBinding(this.resolveUserId(userIdHeader), body);
+  }
+
+  @Post("chat")
+  async chat(
+    @Headers("x-user-id") userIdHeader: string | string[] | undefined,
+    @Body() body: AiChatDto
+  ): Promise<AiChatResponse> {
+    return this.aiService.chat(this.resolveUserId(userIdHeader), body);
+  }
+
+  private resolveUserId(userIdHeader: string | string[] | undefined): string {
+    const userId = Array.isArray(userIdHeader) ? userIdHeader[0] : userIdHeader;
+    if (!userId) {
+      throw new UnauthorizedException("缺少用户上下文");
+    }
+
+    return userId;
+  }
+}
diff --git a/apps/api/src/ai/ai.module.ts b/apps/api/src/ai/ai.module.ts
new file mode 100644
index 0000000..2655525
--- /dev/null
+++ b/apps/api/src/ai/ai.module.ts
@@ -0,0 +1,14 @@
+import { Module } from "@nestjs/common";
+import { PrismaModule } from "../prisma/prisma.module";
+import { AiController } from "./ai.controller";
+import { AiProviderRegistryService } from "./ai-provider-registry.service";
+import { AiService } from "./ai.service";
+import { AstrbotProvider } from "./providers/astrbot.provider";
+import { OpenAiCompatibleProvider } from "./providers/openai-compatible.provider";
+
+@Module({
+  imports: [PrismaModule],
+  controllers: [AiController],
+  providers: [AiService, AiProviderRegistryService, OpenAiCompatibleProvider, AstrbotProvider]
+})
+export class AiModule {}
diff --git a/apps/api/src/ai/ai.service.ts b/apps/api/src/ai/ai.service.ts
new file mode 100644
index 0000000..c4b4825
--- /dev/null
+++ b/apps/api/src/ai/ai.service.ts
@@ -0,0 +1,430 @@
+import {
+  BadGatewayException,
+  BadRequestException,
+  Injectable,
+  Logger,
+  NotFoundException
+} from "@nestjs/common";
+import {
+  AiChannel,
+  AiProviderBinding,
+  AiPublicPoolConfig,
+  Prisma
+} from "../../generated/prisma/client";
+import { PrismaService } from "../prisma/prisma.service";
+import { AiProviderRegistryService } from "./ai-provider-registry.service";
+import { AiChatDto } from "./dto/ai-chat.dto";
+import { UpsertAiProviderBindingDto } from "./dto/upsert-ai-provider-binding.dto";
+import { AiResolvedRouteCandidate, AiRouteAttempt, AiRouteFailureError } from "./ai.types";
+
+type AiBindingSummary = {
+  id: string;
+  channel: AiChannel;
+  providerName: string;
+  model: string | null;
+  endpoint: string | null;
+  isDefault: boolean;
+  isEnabled: boolean;
+  hasApiKey: boolean;
+  maskedApiKey: string | null;
+  updatedAt: string;
+};
+
+type AiRoutePlanEntry =
+  | {
+      kind: "candidate";
+      candidate: AiResolvedRouteCandidate;
+    }
+  | {
+      kind: "skip";
+      attempt: AiRouteAttempt;
+    };
+
+export type ListAiBindingsResponse = {
+  routeOrder: AiChannel[];
+  bindings: AiBindingSummary[];
+  publicPool: {
+    enabled: boolean;
+    providerName: string | null;
+    model: string | null;
+    endpoint: string | null;
+    hasApiKey: boolean;
+  } | null;
+};
+
+export type AiChatResponse = {
+  channel: AiChannel;
+  providerName: string;
+  model: string | null;
+  content: string;
+  sessionId: string | null;
+  attempts: AiRouteAttempt[];
+};
+
+@Injectable()
+export class AiService {
+  private readonly logger = new Logger(AiService.name);
+
+  constructor(
+    private readonly prismaService: PrismaService,
+    private readonly aiProviderRegistryService: AiProviderRegistryService
+  ) {}
+
+  async listBindings(userId: string): Promise<ListAiBindingsResponse> {
+    const [bindings, publicPool] = await Promise.all([
+      this.prismaService.aiProviderBinding.findMany({
+        where: {
+          userId
+        },
+        orderBy: [{ channel: "asc" }, { isDefault: "desc" }, { updatedAt: "desc" }]
+      }),
+      this.prismaService.aiPublicPoolConfig.findFirst({
+        orderBy: {
+          updatedAt: "desc"
+        }
+      })
+    ]);
+
+    return {
+      routeOrder: [AiChannel.USER_KEY, AiChannel.ASTRBOT, AiChannel.PUBLIC_POOL],
+      bindings: bindings.map((binding) => this.serializeBinding(binding)),
+      publicPool: publicPool
+        ? {
+            enabled: publicPool.enabled,
+            providerName: publicPool.providerName,
+            model: publicPool.model,
+            endpoint: publicPool.endpoint,
+            hasApiKey: Boolean(publicPool.encryptedApiKey)
+          }
+        : null
+    };
+  }
+
+  async upsertBinding(userId: string, dto: UpsertAiProviderBindingDto): Promise<AiBindingSummary> {
+    if (dto.channel === AiChannel.PUBLIC_POOL) {
+      throw new BadRequestException("公共 AI 通道只能由管理员配置");
+    }
+
+    const result = await this.prismaService.$transaction(async (tx) => {
+      if (dto.isDefault) {
+        const where: Prisma.AiProviderBindingWhereInput = {
+          userId,
+          channel: dto.channel
+        };
+
+        if (dto.id) {
+          where.id = {
+            not: dto.id
+          };
+        }
+
+        await tx.aiProviderBinding.updateMany({
+          where,
+          data: {
+            isDefault: false
+          }
+        });
+      }
+
+      if (!dto.id) {
+        return tx.aiProviderBinding.create({
+          data: {
+            userId,
+            channel: dto.channel,
+            providerName: dto.providerName.trim(),
+            model: this.normalizeOptionalString(dto.model),
+            endpoint: this.normalizeOptionalString(dto.endpoint),
+            encryptedApiKey: this.normalizeOptionalString(dto.apiKey),
+            isDefault: dto.isDefault ?? false,
+            isEnabled: dto.isEnabled ?? true
+          }
+        });
+      }
+
+      const existingBinding = await tx.aiProviderBinding.findFirst({
+        where: {
+          id: dto.id,
+          userId
+        }
+      });
+
+      if (!existingBinding) {
+        throw new NotFoundException("AI 通道配置不存在");
+      }
+
+      const updateData: Prisma.AiProviderBindingUpdateInput = {
+        channel: dto.channel,
+        providerName: dto.providerName.trim(),
+        model: this.normalizeOptionalString(dto.model),
+        isDefault: dto.isDefault ?? existingBinding.isDefault,
+        isEnabled: dto.isEnabled ?? existingBinding.isEnabled
+      };
+
+      if (dto.endpoint !== undefined) {
+        updateData.endpoint = this.normalizeOptionalString(dto.endpoint);
+      }
+
+      if (dto.apiKey !== undefined) {
+        updateData.encryptedApiKey = this.normalizeOptionalString(dto.apiKey);
+      }
+
+      return tx.aiProviderBinding.update({
+        where: {
+          id: dto.id
+        },
+        data: updateData
+      });
+    });
+
+    return this.serializeBinding(result);
+  }
+
+  async chat(userId: string, dto: AiChatDto): Promise<AiChatResponse> {
+    const attempts: AiRouteAttempt[] = [];
+    const plan = await this.buildRoutePlan(userId, dto.bindingId ?? null);
+
+    for (const entry of plan) {
+      if (entry.kind === "skip") {
+        attempts.push(entry.attempt);
+        continue;
+      }
+
+      const executor = this.aiProviderRegistryService.getExecutor(entry.candidate.channel);
+
+      try {
+        const result = await executor.execute(entry.candidate, {
+          userId,
+          message: dto.message,
+          sessionId: dto.sessionId ?? null
+        });
+
+        attempts.push({
+          channel: result.channel,
+          providerName: result.providerName,
+          model: result.model,
+          status: "success",
+          reasonCode: null,
+          reasonMessage: null
+        });
+
+        return {
+          channel: result.channel,
+          providerName: result.providerName,
+          model: result.model,
+          content: result.content,
+          sessionId: result.sessionId,
+          attempts
+        };
+      } catch (error) {
+        const failureAttempt = this.toFailureAttempt(entry.candidate, error);
+        attempts.push(failureAttempt);
+        this.logger.warn(
+          `AI 通道降级：channel=${failureAttempt.channel} provider=${failureAttempt.providerName ?? "unknown"} code=${failureAttempt.reasonCode ?? "UNKNOWN"} message=${failureAttempt.reasonMessage ?? "unknown"}`
+        );
+      }
+    }
+
+    throw new BadGatewayException({
+      message: "当前没有可用的 AI 通道，请稍后重试",
+      attempts
+    });
+  }
+
+  private async buildRoutePlan(
+    userId: string,
+    bindingId: string | null
+  ): Promise<AiRoutePlanEntry[]> {
+    const plan: AiRoutePlanEntry[] = [];
+    const consumedChannels = new Set<AiChannel>();
+
+    if (bindingId) {
+      const pinnedBinding = await this.prismaService.aiProviderBinding.findFirst({
+        where: {
+          id: bindingId,
+          userId,
+          isEnabled: true
+        }
+      });
+
+      if (!pinnedBinding) {
+        throw new NotFoundException("指定的 AI 通道配置不存在或已禁用");
+      }
+
+      plan.push({
+        kind: "candidate",
+        candidate: this.toBindingCandidate(pinnedBinding)
+      });
+      consumedChannels.add(pinnedBinding.channel);
+    }
+
+    for (const channel of [AiChannel.USER_KEY, AiChannel.ASTRBOT]) {
+      if (consumedChannels.has(channel)) {
+        continue;
+      }
+
+      const binding = await this.findPreferredBinding(userId, channel);
+      if (binding) {
+        plan.push({
+          kind: "candidate",
+          candidate: this.toBindingCandidate(binding)
+        });
+        continue;
+      }
+
+      plan.push({
+        kind: "skip",
+        attempt: {
+          channel,
+          providerName: null,
+          model: null,
+          status: "skipped",
+          reasonCode: "CHANNEL_NOT_CONFIGURED",
+          reasonMessage:
+            channel === AiChannel.USER_KEY
+              ? "当前用户未配置可用的自备 Key 通道"
+              : "当前用户未配置可用的 AstrBot 通道"
+        }
+      });
+    }
+
+    const publicPool = await this.findEnabledPublicPool();
+    if (publicPool) {
+      plan.push({
+        kind: "candidate",
+        candidate: this.toPublicPoolCandidate(publicPool)
+      });
+    } else {
+      plan.push({
+        kind: "skip",
+        attempt: {
+          channel: AiChannel.PUBLIC_POOL,
+          providerName: null,
+          model: null,
+          status: "skipped",
+          reasonCode: "PUBLIC_POOL_DISABLED",
+          reasonMessage: "公共 AI 通道未开启"
+        }
+      });
+    }
+
+    return plan;
+  }
+
+  private async findPreferredBinding(
+    userId: string,
+    channel: AiChannel
+  ): Promise<AiProviderBinding | null> {
+    return this.prismaService.aiProviderBinding.findFirst({
+      where: {
+        userId,
+        channel,
+        isEnabled: true
+      },
+      orderBy: [{ isDefault: "desc" }, { updatedAt: "desc" }]
+    });
+  }
+
+  private async findEnabledPublicPool(): Promise<AiPublicPoolConfig | null> {
+    return this.prismaService.aiPublicPoolConfig.findFirst({
+      where: {
+        enabled: true
+      },
+      orderBy: {
+        updatedAt: "desc"
+      }
+    });
+  }
+
+  private toBindingCandidate(binding: AiProviderBinding): AiResolvedRouteCandidate {
+    return {
+      channel: binding.channel,
+      source: "binding",
+      sourceId: binding.id,
+      providerName: binding.providerName,
+      model: binding.model,
+      endpoint: binding.endpoint,
+      apiKey: binding.encryptedApiKey
+    };
+  }
+
+  private toPublicPoolCandidate(publicPool: AiPublicPoolConfig): AiResolvedRouteCandidate {
+    return {
+      channel: AiChannel.PUBLIC_POOL,
+      source: "public_pool",
+      sourceId: publicPool.id,
+      providerName: publicPool.providerName ?? "public-pool",
+      model: publicPool.model,
+      endpoint: publicPool.endpoint,
+      apiKey: publicPool.encryptedApiKey
+    };
+  }
+
+  private serializeBinding(binding: AiProviderBinding): AiBindingSummary {
+    return {
+      id: binding.id,
+      channel: binding.channel,
+      providerName: binding.providerName,
+      model: binding.model,
+      endpoint: binding.endpoint,
+      isDefault: binding.isDefault,
+      isEnabled: binding.isEnabled,
+      hasApiKey: Boolean(binding.encryptedApiKey),
+      maskedApiKey: this.maskSecret(binding.encryptedApiKey),
+      updatedAt: binding.updatedAt.toISOString()
+    };
+  }
+
+  private toFailureAttempt(candidate: AiResolvedRouteCandidate, error: unknown): AiRouteAttempt {
+    if (error instanceof AiRouteFailureError) {
+      return {
+        channel: error.channel,
+        providerName: error.providerName,
+        model: candidate.model,
+        status: "failed",
+        reasonCode: error.code,
+        reasonMessage: error.message
+      };
+    }
+
+    if (error instanceof Error) {
+      return {
+        channel: candidate.channel,
+        providerName: candidate.providerName,
+        model: candidate.model,
+        status: "failed",
+        reasonCode: "UNKNOWN_ERROR",
+        reasonMessage: error.message
+      };
+    }
+
+    return {
+      channel: candidate.channel,
+      providerName: candidate.providerName,
+      model: candidate.model,
+      status: "failed",
+      reasonCode: "UNKNOWN_ERROR",
+      reasonMessage: "未知错误"
+    };
+  }
+
+  private normalizeOptionalString(value: string | undefined): string | null {
+    if (value === undefined) {
+      return null;
+    }
+
+    const normalizedValue = value.trim();
+    return normalizedValue.length > 0 ? normalizedValue : null;
+  }
+
+  private maskSecret(secret: string | null): string | null {
+    if (!secret) {
+      return null;
+    }
+
+    if (secret.length <= 6) {
+      return "*".repeat(secret.length);
+    }
+
+    return `${secret.slice(0, 4)}***${secret.slice(-2)}`;
+  }
+}
diff --git a/apps/api/src/ai/ai.types.ts b/apps/api/src/ai/ai.types.ts
new file mode 100644
index 0000000..e576c61
--- /dev/null
+++ b/apps/api/src/ai/ai.types.ts
@@ -0,0 +1,52 @@
+import { AiChannel } from "../../generated/prisma/client";
+
+export type AiResolvedRouteCandidate = {
+  channel: AiChannel;
+  source: "binding" | "public_pool";
+  sourceId: string | null;
+  providerName: string;
+  model: string | null;
+  endpoint: string | null;
+  apiKey: string | null;
+};
+
+export type AiChatInput = {
+  userId: string;
+  message: string;
+  sessionId: string | null;
+};
+
+export type AiChatResult = {
+  channel: AiChannel;
+  providerName: string;
+  model: string | null;
+  content: string;
+  sessionId: string | null;
+  raw: unknown;
+};
+
+export type AiRouteAttempt = {
+  channel: AiChannel;
+  providerName: string | null;
+  model: string | null;
+  status: "skipped" | "failed" | "success";
+  reasonCode: string | null;
+  reasonMessage: string | null;
+};
+
+export class AiRouteFailureError extends Error {
+  constructor(
+    public readonly channel: AiChannel,
+    public readonly providerName: string,
+    public readonly code: string,
+    message: string
+  ) {
+    super(message);
+    this.name = "AiRouteFailureError";
+    Object.setPrototypeOf(this, new.target.prototype);
+  }
+}
+
+export interface AiChannelExecutor {
+  execute(candidate: AiResolvedRouteCandidate, input: AiChatInput): Promise<AiChatResult>;
+}
diff --git a/apps/api/src/ai/dto/ai-chat.dto.ts b/apps/api/src/ai/dto/ai-chat.dto.ts
new file mode 100644
index 0000000..a89692a
--- /dev/null
+++ b/apps/api/src/ai/dto/ai-chat.dto.ts
@@ -0,0 +1,17 @@
+import { IsOptional, IsString, MinLength } from "class-validator";
+
+export class AiChatDto {
+  @IsString()
+  @MinLength(1)
+  message!: string;
+
+  @IsOptional()
+  @IsString()
+  @MinLength(1)
+  sessionId?: string;
+
+  @IsOptional()
+  @IsString()
+  @MinLength(1)
+  bindingId?: string;
+}
diff --git a/apps/api/src/ai/dto/upsert-ai-provider-binding.dto.ts b/apps/api/src/ai/dto/upsert-ai-provider-binding.dto.ts
new file mode 100644
index 0000000..4bffff0
--- /dev/null
+++ b/apps/api/src/ai/dto/upsert-ai-provider-binding.dto.ts
@@ -0,0 +1,45 @@
+import { AiChannel } from "../../../generated/prisma/client";
+import { IsBoolean, IsEnum, IsOptional, IsString, IsUrl, MinLength } from "class-validator";
+
+export class UpsertAiProviderBindingDto {
+  @IsOptional()
+  @IsString()
+  @MinLength(1)
+  id?: string;
+
+  @IsEnum(AiChannel)
+  channel!: AiChannel;
+
+  @IsString()
+  @MinLength(1)
+  providerName!: string;
+
+  @IsOptional()
+  @IsString()
+  @MinLength(1)
+  model?: string;
+
+  @IsOptional()
+  @IsUrl(
+    {
+      require_tld: false
+    },
+    {
+      message: "endpoint 必须是合法的 URL"
+    }
+  )
+  endpoint?: string;
+
+  @IsOptional()
+  @IsString()
+  @MinLength(1)
+  apiKey?: string;
+
+  @IsOptional()
+  @IsBoolean()
+  isDefault?: boolean;
+
+  @IsOptional()
+  @IsBoolean()
+  isEnabled?: boolean;
+}
diff --git a/apps/api/src/ai/providers/astrbot.provider.ts b/apps/api/src/ai/providers/astrbot.provider.ts
new file mode 100644
index 0000000..419139d
--- /dev/null
+++ b/apps/api/src/ai/providers/astrbot.provider.ts
@@ -0,0 +1,197 @@
+import { Injectable } from "@nestjs/common";
+import {
+  AiChannelExecutor,
+  AiChatInput,
+  AiChatResult,
+  AiResolvedRouteCandidate,
+  AiRouteFailureError
+} from "../ai.types";
+
+@Injectable()
+export class AstrbotProvider implements AiChannelExecutor {
+  async execute(candidate: AiResolvedRouteCandidate, input: AiChatInput): Promise<AiChatResult> {
+    if (!candidate.endpoint) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        "MISSING_ENDPOINT",
+        "缺少 AstrBot 服务地址配置"
+      );
+    }
+
+    if (!candidate.apiKey) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        "MISSING_API_KEY",
+        "缺少 AstrBot API Key 配置"
+      );
+    }
+
+    const requestUrl = this.buildRequestUrl(candidate.endpoint);
+
+    let response: Response;
+    try {
+      response = await fetch(requestUrl, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+          Authorization: `Bearer ${candidate.apiKey}`
+        },
+        body: JSON.stringify({
+          username: input.userId,
+          session_id: input.sessionId ?? undefined,
+          message: input.message,
+          enable_streaming: false,
+          selected_provider: candidate.providerName || undefined,
+          selected_model: candidate.model ?? undefined
+        }),
+        signal: AbortSignal.timeout(30000)
+      });
+    } catch (error) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        "UPSTREAM_UNREACHABLE",
+        this.toErrorMessage(error, "AstrBot 服务请求失败")
+      );
+    }
+
+    const rawText = await response.text();
+    if (!response.ok) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        `UPSTREAM_HTTP_${response.status}`,
+        this.extractHttpErrorMessage(rawText, response.status)
+      );
+    }
+
+    const events = this.parseSseEvents(rawText);
+    let content = "";
+    let sessionId = input.sessionId;
+
+    for (const event of events) {
+      const type = this.readString(event["type"]);
+      if (type === "session_id") {
+        sessionId = this.readString(event["session_id"]) ?? sessionId;
+        continue;
+      }
+
+      if (type === "error") {
+        throw new AiRouteFailureError(
+          candidate.channel,
+          candidate.providerName,
+          this.readString(event["code"]) ?? "ASTRBOT_ERROR",
+          this.readString(event["data"]) ?? "AstrBot 返回错误"
+        );
+      }
+
+      if (type !== "plain") {
+        continue;
+      }
+
+      const chainType = this.readString(event["chain_type"]);
+      if (
+        chainType === "reasoning" ||
+        chainType === "tool_call" ||
+        chainType === "tool_call_result"
+      ) {
+        continue;
+      }
+
+      const data = this.readString(event["data"]);
+      if (!data) {
+        continue;
+      }
+
+      if (event["streaming"] === true) {
+        content += data;
+        continue;
+      }
+
+      content = data;
+    }
+
+    if (!content.trim()) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        "EMPTY_RESPONSE",
+        "AstrBot 没有返回有效内容"
+      );
+    }
+
+    return {
+      channel: candidate.channel,
+      providerName: candidate.providerName,
+      model: candidate.model,
+      content,
+      sessionId,
+      raw: events
+    };
+  }
+
+  private buildRequestUrl(endpoint: string): string {
+    const normalizedEndpoint = endpoint.replace(/\/+$/, "");
+    if (normalizedEndpoint.endsWith("/api/v1/chat")) {
+      return normalizedEndpoint;
+    }
+    if (normalizedEndpoint.endsWith("/api/v1")) {
+      return `${normalizedEndpoint}/chat`;
+    }
+    if (normalizedEndpoint.endsWith("/api")) {
+      return `${normalizedEndpoint}/v1/chat`;
+    }
+    return `${normalizedEndpoint}/api/v1/chat`;
+  }
+
+  private parseSseEvents(rawText: string): Array<Record<string, unknown>> {
+    return rawText
+      .split(/\r?\n\r?\n/)
+      .map((block) =>
+        block
+          .split(/\r?\n/)
+          .filter((line) => line.startsWith("data:"))
+          .map((line) => line.slice(5).trim())
+          .join("\n")
+      )
+      .filter((payload) => payload.length > 0)
+      .map((payload) => {
+        try {
+          return JSON.parse(payload) as Record<string, unknown>;
+        } catch {
+          return null;
+        }
+      })
+      .filter((item): item is Record<string, unknown> => item !== null);
+  }
+
+  private extractHttpErrorMessage(rawText: string, statusCode: number): string {
+    try {
+      const payload = JSON.parse(rawText) as Record<string, unknown>;
+      if (typeof payload["message"] === "string") {
+        return payload["message"];
+      }
+      if (typeof payload["data"] === "string") {
+        return payload["data"];
+      }
+    } catch {
+      return `AstrBot 服务调用失败，状态码 ${statusCode}`;
+    }
+
+    return `AstrBot 服务调用失败，状态码 ${statusCode}`;
+  }
+
+  private readString(value: unknown): string | null {
+    return typeof value === "string" ? value : null;
+  }
+
+  private toErrorMessage(error: unknown, fallback: string): string {
+    if (error instanceof Error && error.message) {
+      return error.message;
+    }
+
+    return fallback;
+  }
+}
diff --git a/apps/api/src/ai/providers/openai-compatible.provider.ts b/apps/api/src/ai/providers/openai-compatible.provider.ts
new file mode 100644
index 0000000..2ca1723
--- /dev/null
+++ b/apps/api/src/ai/providers/openai-compatible.provider.ts
@@ -0,0 +1,203 @@
+import { Injectable } from "@nestjs/common";
+import {
+  AiChannelExecutor,
+  AiChatInput,
+  AiChatResult,
+  AiResolvedRouteCandidate,
+  AiRouteFailureError
+} from "../ai.types";
+
+@Injectable()
+export class OpenAiCompatibleProvider implements AiChannelExecutor {
+  async execute(candidate: AiResolvedRouteCandidate, input: AiChatInput): Promise<AiChatResult> {
+    if (!candidate.endpoint) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        "MISSING_ENDPOINT",
+        "缺少 AI 服务地址配置"
+      );
+    }
+
+    if (!candidate.apiKey) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        "MISSING_API_KEY",
+        "缺少 AI 服务密钥配置"
+      );
+    }
+
+    if (!candidate.model) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        "MISSING_MODEL",
+        "缺少 AI 模型配置"
+      );
+    }
+
+    const requestUrl = this.buildRequestUrl(candidate.endpoint);
+
+    let response: Response;
+    try {
+      response = await fetch(requestUrl, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+          Authorization: `Bearer ${candidate.apiKey}`
+        },
+        body: JSON.stringify({
+          model: candidate.model,
+          messages: [
+            {
+              role: "user",
+              content: input.message
+            }
+          ],
+          stream: false
+        }),
+        signal: AbortSignal.timeout(30000)
+      });
+    } catch (error) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        "UPSTREAM_UNREACHABLE",
+        this.toErrorMessage(error, "AI 服务请求失败")
+      );
+    }
+
+    let payload: unknown;
+    try {
+      payload = await response.json();
+    } catch (error) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        "INVALID_RESPONSE",
+        this.toErrorMessage(error, "AI 服务返回了无法解析的数据")
+      );
+    }
+
+    if (!response.ok) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        `UPSTREAM_HTTP_${response.status}`,
+        this.extractErrorMessage(payload, `AI 服务调用失败，状态码 ${response.status}`)
+      );
+    }
+
+    const content = this.extractAssistantText(payload);
+    if (!content.trim()) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        "EMPTY_RESPONSE",
+        "AI 服务没有返回有效内容"
+      );
+    }
+
+    return {
+      channel: candidate.channel,
+      providerName: candidate.providerName,
+      model: this.extractModel(payload) ?? candidate.model,
+      content,
+      sessionId: input.sessionId,
+      raw: payload
+    };
+  }
+
+  private buildRequestUrl(endpoint: string): string {
+    const normalizedEndpoint = endpoint.replace(/\/+$/, "");
+    if (normalizedEndpoint.endsWith("/chat/completions")) {
+      return normalizedEndpoint;
+    }
+    if (normalizedEndpoint.endsWith("/v1")) {
+      return `${normalizedEndpoint}/chat/completions`;
+    }
+    return `${normalizedEndpoint}/v1/chat/completions`;
+  }
+
+  private extractAssistantText(payload: unknown): string {
+    if (!this.isRecord(payload)) {
+      return "";
+    }
+
+    const choices = payload["choices"];
+    if (!Array.isArray(choices) || choices.length === 0) {
+      return "";
+    }
+
+    const firstChoice = choices[0];
+    if (!this.isRecord(firstChoice)) {
+      return "";
+    }
+
+    const message = firstChoice["message"];
+    if (!this.isRecord(message)) {
+      return "";
+    }
+
+    return this.extractMessageContent(message["content"]);
+  }
+
+  private extractMessageContent(content: unknown): string {
+    if (typeof content === "string") {
+      return content;
+    }
+
+    if (!Array.isArray(content)) {
+      return "";
+    }
+
+    return content
+      .map((item) => {
+        if (!this.isRecord(item)) {
+          return "";
+        }
+
+        if (typeof item["text"] === "string") {
+          return item["text"];
+        }
+
+        return "";
+      })
+      .filter((item) => item.length > 0)
+      .join("\n");
+  }
+
+  private extractModel(payload: unknown): string | null {
+    if (!this.isRecord(payload) || typeof payload["model"] !== "string") {
+      return null;
+    }
+
+    return payload["model"];
+  }
+
+  private extractErrorMessage(payload: unknown, fallback: string): string {
+    if (!this.isRecord(payload)) {
+      return fallback;
+    }
+
+    const error = payload["error"];
+    if (!this.isRecord(error) || typeof error["message"] !== "string") {
+      return fallback;
+    }
+
+    return error["message"];
+  }
+
+  private isRecord(value: unknown): value is Record<string, unknown> {
+    return typeof value === "object" && value !== null;
+  }
+
+  private toErrorMessage(error: unknown, fallback: string): string {
+    if (error instanceof Error && error.message) {
+      return error.message;
+    }
+
+    return fallback;
+  }
+}
diff --git a/apps/api/src/app.module.ts b/apps/api/src/app.module.ts
index 8c2a78f..db0e7c4 100644
--- a/apps/api/src/app.module.ts
+++ b/apps/api/src/app.module.ts
@@ -1,5 +1,6 @@
 import { Module } from "@nestjs/common";
 import { ConfigModule } from "@nestjs/config";
+import { AiModule } from "./ai/ai.module";
 import { AttachmentModule } from "./attachment/attachment.module";
 import { AuthModule } from "./auth/auth.module";
 import { PrismaModule } from "./prisma/prisma.module";
@@ -16,7 +17,8 @@ import { TaskModule } from "./task/task.module";
     AuthModule,
     TaskModule,
     AttachmentModule,
-    SyncModule
+    SyncModule,
+    AiModule
   ]
 })
 export class AppModule {}
diff --git a/apps/api/test/ai.spec.ts b/apps/api/test/ai.spec.ts
new file mode 100644
index 0000000..bbef854
--- /dev/null
+++ b/apps/api/test/ai.spec.ts
@@ -0,0 +1,395 @@
+import request from "supertest";
+import { INestApplication, ValidationPipe } from "@nestjs/common";
+import { Test, TestingModule } from "@nestjs/testing";
+import { AiChannel, AiProviderBinding, AiPublicPoolConfig } from "../generated/prisma/client";
+import { AiController } from "../src/ai/ai.controller";
+import { AiProviderRegistryService } from "../src/ai/ai-provider-registry.service";
+import { AiService } from "../src/ai/ai.service";
+import { AiChannelExecutor, AiRouteFailureError } from "../src/ai/ai.types";
+import { PrismaService } from "../src/prisma/prisma.service";
+
+class InMemoryAiPrismaService {
+  private bindingIdSequence = 1;
+  private publicPoolIdSequence = 1;
+  private bindings: AiProviderBinding[] = [];
+  private publicPools: AiPublicPoolConfig[] = [];
+
+  readonly aiProviderBinding = {
+    findMany: async (args: {
+      where: {
+        userId: string;
+      };
+    }) => {
+      return this.bindings
+        .filter((binding) => binding.userId === args.where.userId)
+        .sort((left, right) => right.updatedAt.getTime() - left.updatedAt.getTime());
+    },
+
+    findFirst: async (args: {
+      where: {
+        id?: string;
+        userId?: string;
+        channel?: AiChannel;
+        isEnabled?: boolean;
+      };
+    }) => {
+      return (
+        this.bindings
+          .filter((binding) => {
+            if (args.where.id !== undefined && binding.id !== args.where.id) {
+              return false;
+            }
+            if (args.where.userId !== undefined && binding.userId !== args.where.userId) {
+              return false;
+            }
+            if (args.where.channel !== undefined && binding.channel !== args.where.channel) {
+              return false;
+            }
+            if (args.where.isEnabled !== undefined && binding.isEnabled !== args.where.isEnabled) {
+              return false;
+            }
+            return true;
+          })
+          .sort((left, right) => {
+            if (left.isDefault !== right.isDefault) {
+              return Number(right.isDefault) - Number(left.isDefault);
+            }
+            return right.updatedAt.getTime() - left.updatedAt.getTime();
+          })[0] ?? null
+      );
+    },
+
+    create: async (args: {
+      data: {
+        userId: string;
+        channel: AiChannel;
+        providerName: string;
+        model: string | null;
+        endpoint: string | null;
+        encryptedApiKey: string | null;
+        isDefault: boolean;
+        isEnabled: boolean;
+      };
+    }) => {
+      const now = new Date();
+      const binding: AiProviderBinding = {
+        id: `binding_${this.bindingIdSequence++}`,
+        userId: args.data.userId,
+        channel: args.data.channel,
+        providerName: args.data.providerName,
+        model: args.data.model,
+        encryptedApiKey: args.data.encryptedApiKey,
+        endpoint: args.data.endpoint,
+        isDefault: args.data.isDefault,
+        isEnabled: args.data.isEnabled,
+        createdAt: now,
+        updatedAt: now
+      };
+
+      this.bindings.push(binding);
+      return binding;
+    },
+
+    update: async (args: {
+      where: {
+        id: string;
+      };
+      data: Partial<AiProviderBinding>;
+    }) => {
+      const binding = this.bindings.find((item) => item.id === args.where.id);
+      if (!binding) {
+        throw new Error("binding not found");
+      }
+
+      Object.assign(binding, args.data, { updatedAt: new Date() });
+      return binding;
+    },
+
+    updateMany: async (args: {
+      where: {
+        userId?: string;
+        channel?: AiChannel;
+        id?: {
+          not: string;
+        };
+      };
+      data: {
+        isDefault?: boolean;
+      };
+    }) => {
+      let count = 0;
+      for (const binding of this.bindings) {
+        if (args.where.userId !== undefined && binding.userId !== args.where.userId) {
+          continue;
+        }
+        if (args.where.channel !== undefined && binding.channel !== args.where.channel) {
+          continue;
+        }
+        if (args.where.id?.not !== undefined && binding.id === args.where.id.not) {
+          continue;
+        }
+
+        if (args.data.isDefault !== undefined) {
+          binding.isDefault = args.data.isDefault;
+          binding.updatedAt = new Date();
+        }
+        count += 1;
+      }
+
+      return { count };
+    }
+  };
+
+  readonly aiPublicPoolConfig = {
+    findFirst: async (args?: {
+      where?: {
+        enabled?: boolean;
+      };
+    }) => {
+      const items = this.publicPools
+        .filter((item) =>
+          args?.where?.enabled === undefined ? true : item.enabled === args.where.enabled
+        )
+        .sort((left, right) => right.updatedAt.getTime() - left.updatedAt.getTime());
+
+      return items[0] ?? null;
+    }
+  };
+
+  async $transaction<T>(callback: (tx: InMemoryAiPrismaService) => Promise<T>): Promise<T> {
+    return callback(this);
+  }
+
+  seedBinding(binding: Omit<AiProviderBinding, "createdAt" | "updatedAt">): void {
+    const now = new Date();
+    this.bindings.push({
+      ...binding,
+      createdAt: now,
+      updatedAt: now
+    });
+  }
+
+  seedPublicPool(publicPool: Omit<AiPublicPoolConfig, "id" | "createdAt" | "updatedAt">): void {
+    const now = new Date();
+    this.publicPools.push({
+      id: `pool_${this.publicPoolIdSequence++}`,
+      createdAt: now,
+      updatedAt: now,
+      ...publicPool
+    });
+  }
+}
+
+class StaticExecutor implements AiChannelExecutor {
+  constructor(
+    private readonly resolver: (channel: AiChannel) => {
+      content?: string;
+      code?: string;
+      message?: string;
+    }
+  ) {}
+
+  async execute(candidate: { channel: AiChannel; providerName: string; model: string | null }) {
+    const result = this.resolver(candidate.channel);
+    if (result.code) {
+      throw new AiRouteFailureError(
+        candidate.channel,
+        candidate.providerName,
+        result.code,
+        result.message ?? "执行失败"
+      );
+    }
+
+    return {
+      channel: candidate.channel,
+      providerName: candidate.providerName,
+      model: candidate.model,
+      content: result.content ?? "",
+      sessionId: "session_ai",
+      raw: null
+    };
+  }
+}
+
+describe("AiController (integration)", () => {
+  let app: INestApplication;
+  let prismaService: InMemoryAiPrismaService;
+
+  beforeEach(async () => {
+    prismaService = new InMemoryAiPrismaService();
+
+    const openAiExecutor = new StaticExecutor((channel) =>
+      channel === AiChannel.USER_KEY
+        ? {
+            code: "UPSTREAM_UNREACHABLE",
+            message: "用户自备 Key 渠道暂时不可用"
+          }
+        : {
+            content: "公共 AI 已接管"
+          }
+    );
+    const astrbotExecutor = new StaticExecutor(() => ({
+      content: "AstrBot 已接管"
+    }));
+
+    const moduleRef: TestingModule = await Test.createTestingModule({
+      controllers: [AiController],
+      providers: [
+        AiService,
+        {
+          provide: PrismaService,
+          useValue: prismaService
+        },
+        {
+          provide: AiProviderRegistryService,
+          useValue: {
+            getExecutor: (channel: AiChannel) =>
+              channel === AiChannel.ASTRBOT ? astrbotExecutor : openAiExecutor
+          }
+        }
+      ]
+    }).compile();
+
+    app = moduleRef.createNestApplication();
+    app.useGlobalPipes(
+      new ValidationPipe({
+        transform: true,
+        whitelist: true,
+        forbidNonWhitelisted: true
+      })
+    );
+    await app.init();
+  });
+
+  afterEach(async () => {
+    await app.close();
+  });
+
+  it("should create and list ai bindings", async () => {
+    await request(app.getHttpServer())
+      .post("/ai/bindings")
+      .set("x-user-id", "user_1")
+      .send({
+        channel: AiChannel.ASTRBOT,
+        providerName: "astrbot-main",
+        model: "deepseek-chat",
+        endpoint: "http://127.0.0.1:6185",
+        apiKey: "abk_secret_1234",
+        isDefault: true,
+        isEnabled: true
+      })
+      .expect(201);
+
+    const response = await request(app.getHttpServer())
+      .get("/ai/bindings")
+      .set("x-user-id", "user_1")
+      .expect(200);
+
+    expect(response.body.routeOrder).toEqual([
+      AiChannel.USER_KEY,
+      AiChannel.ASTRBOT,
+      AiChannel.PUBLIC_POOL
+    ]);
+    expect(response.body.bindings).toHaveLength(1);
+    expect(response.body.bindings[0]).toMatchObject({
+      channel: AiChannel.ASTRBOT,
+      providerName: "astrbot-main",
+      model: "deepseek-chat",
+      hasApiKey: true,
+      maskedApiKey: "abk_***34",
+      isDefault: true
+    });
+  });
+
+  it("should fallback from user key to astrbot", async () => {
+    prismaService.seedBinding({
+      id: "binding_user_key",
+      userId: "user_1",
+      channel: AiChannel.USER_KEY,
+      providerName: "openai",
+      model: "gpt-4o-mini",
+      encryptedApiKey: "sk-user",
+      endpoint: "https://api.example.com",
+      isDefault: true,
+      isEnabled: true
+    });
+    prismaService.seedBinding({
+      id: "binding_astrbot",
+      userId: "user_1",
+      channel: AiChannel.ASTRBOT,
+      providerName: "astrbot-main",
+      model: "deepseek-chat",
+      encryptedApiKey: "abk_astrbot",
+      endpoint: "http://127.0.0.1:6185",
+      isDefault: true,
+      isEnabled: true
+    });
+
+    const response = await request(app.getHttpServer())
+      .post("/ai/chat")
+      .set("x-user-id", "user_1")
+      .send({
+        message: "帮我安排今天的任务"
+      })
+      .expect(201);
+
+    expect(response.body.channel).toBe(AiChannel.ASTRBOT);
+    expect(response.body.content).toBe("AstrBot 已接管");
+    expect(response.body.attempts).toEqual([
+      {
+        channel: AiChannel.USER_KEY,
+        providerName: "openai",
+        model: "gpt-4o-mini",
+        status: "failed",
+        reasonCode: "UPSTREAM_UNREACHABLE",
+        reasonMessage: "用户自备 Key 渠道暂时不可用"
+      },
+      {
+        channel: AiChannel.ASTRBOT,
+        providerName: "astrbot-main",
+        model: "deepseek-chat",
+        status: "success",
+        reasonCode: null,
+        reasonMessage: null
+      }
+    ]);
+  });
+
+  it("should return skipped attempts when no channel is available", async () => {
+    const response = await request(app.getHttpServer())
+      .post("/ai/chat")
+      .set("x-user-id", "user_1")
+      .send({
+        message: "帮我总结今天的安排"
+      })
+      .expect(502);
+
+    expect(response.body.message).toBe("当前没有可用的 AI 通道，请稍后重试");
+    expect(response.body.attempts).toEqual([
+      {
+        channel: AiChannel.USER_KEY,
+        providerName: null,
+        model: null,
+        status: "skipped",
+        reasonCode: "CHANNEL_NOT_CONFIGURED",
+        reasonMessage: "当前用户未配置可用的自备 Key 通道"
+      },
+      {
+        channel: AiChannel.ASTRBOT,
+        providerName: null,
+        model: null,
+        status: "skipped",
+        reasonCode: "CHANNEL_NOT_CONFIGURED",
+        reasonMessage: "当前用户未配置可用的 AstrBot 通道"
+      },
+      {
+        channel: AiChannel.PUBLIC_POOL,
+        providerName: null,
+        model: null,
+        status: "skipped",
+        reasonCode: "PUBLIC_POOL_DISABLED",
+        reasonMessage: "公共 AI 通道未开启"
+      }
+    ]);
+  });
+});