diff --git a/src/application/ai.rs b/src/application/ai.rs
new file mode 100644
index 0000000..103d020
--- /dev/null
+++ b/src/application/ai.rs
@@ -0,0 +1,36 @@
+//! Application use-cases for AI endpoints (Pollinations).
+
+use crate::domain::error::ScrapingError;
+use crate::infrastructure::repository::ai as Repo;
+use serde_json::Value;
+
+pub async fn chat(
+    text: String,
+    prompt: String,
+    model: Option<String>,
+) -> Result<Value, ScrapingError> {
+    Repo::chat(text, prompt, model)
+        .await
+        .map_err(ScrapingError::Http)
+}
+
+pub async fn gemini(
+    text: String,
+    prompt: String,
+    image_url: Option<String>,
+) -> Result<Value, ScrapingError> {
+    Repo::gemini(text, prompt, image_url)
+        .await
+        .map_err(ScrapingError::Http)
+}
+
+pub async fn image(
+    prompt: String,
+    model: String,
+    width: u32,
+    height: u32,
+) -> Result<Vec<u8>, ScrapingError> {
+    Repo::image(prompt, model, width, height)
+        .await
+        .map_err(ScrapingError::Http)
+}
diff --git a/src/application/mod.rs b/src/application/mod.rs
index c1f10e3..48f4771 100644
--- a/src/application/mod.rs
+++ b/src/application/mod.rs
@@ -1,3 +1,4 @@
+pub mod ai;
 pub mod anime;
 pub mod anime2;
 pub mod downloader;
diff --git a/src/infrastructure/repository/ai.rs b/src/infrastructure/repository/ai.rs
new file mode 100644
index 0000000..690d292
--- /dev/null
+++ b/src/infrastructure/repository/ai.rs
@@ -0,0 +1,272 @@
+//! Infrastructure — AI endpoints via Pollinations.ai (free, no API key).
+//!
+//! Ported from Shirokami-API `scraper/ai/pollinationsai-{text,image,gemini}.js`.
+//! All three use the public Pollinations API:
+//!   - text: POST https://text.pollinations.ai/openai (OpenAI-compatible)
+//!   - gemini: POST https://text.pollinations.ai/openai with model=gemini
+//!   - image: GET https://image.pollinations.ai/prompt/{prompt}
+//! Retry logic follows the source: try Bearer token (hardcoded in source),
+//! fall back to Referer when 401/403 (no key needed).
+
+use crate::infrastructure::utils::http_client::http_client;
+use serde_json::{json, Value};
+
+const TEXT_URL: &str = "https://text.pollinations.ai/openai";
+const IMAGE_URL: &str = "https://image.pollinations.ai/prompt";
+// The source ships a hardcoded token; on 401/403 it falls back to Referer-only.
+// We skip the token and use Referer directly (anonymous tier) — same result,
+// no secret embedded in the binary.
+const REFERER: &str = "https://api.ryzumi.vip";
+
+fn ua() -> &'static str {
+    "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0 Safari/537.36"
+}
+
+fn build_messages(system: &str, text: &str, image_data_url: Option<String>) -> Vec<Value> {
+    let mut messages = Vec::new();
+    if !system.is_empty() {
+        messages.push(json!({"role": "system", "content": system}));
+    }
+    if let Some(img) = image_data_url {
+        let mut content = Vec::new();
+        if !text.is_empty() {
+            content.push(json!({"type": "text", "text": text}));
+        }
+        content.push(json!({"type": "image_url", "image_url": {"url": img}}));
+        messages.push(json!({"role": "user", "content": content}));
+    } else {
+        messages.push(json!({"role": "user", "content": text}));
+    }
+    messages
+}
+
+/// Chat via Pollinations (OpenAI-compatible).
+/// Default model "openai" (the source's "gpt-5-nano" no longer exists on
+/// Pollinations and 404s; fallback to "openai" on any error, incl. 404).
+pub async fn chat(text: String, prompt: String, model: Option<String>) -> Result<Value, String> {
+    let model = model.unwrap_or_else(|| "openai".to_string());
+    let system = if prompt.trim().is_empty() {
+        String::new()
+    } else {
+        format!("{}\nConversation history:", prompt)
+    };
+    let messages = build_messages(&system, &text, None);
+
+    let body = json!({
+        "model": model,
+        "messages": messages,
+        "referrer": REFERER,
+    });
+
+    let resp = http_client()
+        .client()
+        .post(TEXT_URL)
+        .header("Content-Type", "application/json")
+        .header("Referer", REFERER)
+        .header("User-Agent", ua())
+        .json(&body)
+        .send()
+        .await
+        .map_err(|e| format!("HTTP: {e}"))?;
+
+    if !resp.status().is_success() {
+        // Match source: on failure retry with model "openai"
+        let status = resp.status();
+        if status == reqwest::StatusCode::UNAUTHORIZED
+            || status == reqwest::StatusCode::FORBIDDEN
+            || status == reqwest::StatusCode::NOT_FOUND
+            || status == reqwest::StatusCode::PAYMENT_REQUIRED
+        {
+            let body2 = json!({
+                "model": "openai",
+                "messages": messages,
+                "referrer": REFERER,
+            });
+            let resp2 = http_client()
+                .client()
+                .post(TEXT_URL)
+                .header("Content-Type", "application/json")
+                .header("Referer", REFERER)
+                .header("User-Agent", ua())
+                .json(&body2)
+                .send()
+                .await
+                .map_err(|e| format!("HTTP retry: {e}"))?;
+            return parse_text_response(resp2).await;
+        }
+        return Err(format!("API error {status}"));
+    }
+
+    parse_text_response(resp).await
+}
+
+/// Gemini chat via Pollinations (model "gemini").
+pub async fn gemini(
+    text: String,
+    prompt: String,
+    image_url: Option<String>,
+) -> Result<Value, String> {
+    let system = if prompt.trim().is_empty() {
+        String::new()
+    } else {
+        format!("{}\nConversation history:", prompt)
+    };
+
+    // If an image URL is given, fetch it and convert to a data URL (source behavior).
+    let image_data_url = match &image_url {
+        Some(url) if !url.trim().is_empty() => Some(fetch_data_url(url).await?),
+        _ => None,
+    };
+
+    let messages = build_messages(&system, &text, image_data_url);
+
+    let body = json!({
+        "model": "gemini",
+        "messages": messages,
+        "referrer": REFERER,
+    });
+
+    let resp = http_client()
+        .client()
+        .post(TEXT_URL)
+        .header("Content-Type", "application/json")
+        .header("Referer", REFERER)
+        .header("User-Agent", ua())
+        .json(&body)
+        .send()
+        .await
+        .map_err(|e| format!("HTTP: {e}"))?;
+
+    if !resp.status().is_success() {
+        let status = resp.status();
+        if status == reqwest::StatusCode::UNAUTHORIZED
+            || status == reqwest::StatusCode::FORBIDDEN
+            || status == reqwest::StatusCode::NOT_FOUND
+            || status == reqwest::StatusCode::PAYMENT_REQUIRED
+        {
+            let body2 = json!({
+                "model": "openai",
+                "messages": messages,
+                "referrer": REFERER,
+            });
+            let resp2 = http_client()
+                .client()
+                .post(TEXT_URL)
+                .header("Content-Type", "application/json")
+                .header("Referer", REFERER)
+                .header("User-Agent", ua())
+                .json(&body2)
+                .send()
+                .await
+                .map_err(|e| format!("HTTP retry: {e}"))?;
+            return parse_text_response(resp2).await;
+        }
+        return Err(format!("API error {status}"));
+    }
+
+    parse_text_response(resp).await
+}
+
+/// Image generation via Pollinations. Returns raw image bytes.
+pub async fn image(
+    prompt: String,
+    model: String,
+    width: u32,
+    height: u32,
+) -> Result<Vec<u8>, String> {
+    let model = if model.is_empty() {
+        "flux".to_string()
+    } else {
+        model
+    };
+    let valid = ["flux", "kontext", "turbo"];
+    if !valid.contains(&model.as_str()) {
+        return Err(format!(
+            "Invalid model. Available models: {}",
+            valid.join(", ")
+        ));
+    }
+
+    let url = format!(
+        "{}/{}?model={}&width={}&height={}&nologo=true&private=false&enhance=false&safe=false&referrer={}",
+        IMAGE_URL,
+        urlencode(&prompt),
+        model,
+        width,
+        height,
+        urlencode(REFERER)
+    );
+
+    let resp = http_client()
+        .client()
+        .get(&url)
+        .header("Referer", REFERER)
+        .header("User-Agent", ua())
+        .send()
+        .await
+        .map_err(|e| format!("HTTP: {e}"))?;
+
+    if !resp.status().is_success() {
+        return Err(format!("Image API error {}", resp.status()));
+    }
+
+    let bytes = resp.bytes().await.map_err(|e| format!("Body: {e}"))?;
+    Ok(bytes.to_vec())
+}
+
+async fn parse_text_response(resp: reqwest::Response) -> Result<Value, String> {
+    let data: Value = resp.json().await.map_err(|e| format!("JSON: {e}"))?;
+    let content = data
+        .pointer("/choices/0/message/content")
+        .or_else(|| data.get("message"))
+        .cloned()
+        .unwrap_or_else(|| Value::String("No response from assistant.".into()));
+    Ok(json!({"success": true, "result": content}))
+}
+
+async fn fetch_data_url(url: &str) -> Result<String, String> {
+    if url.starts_with("data:") {
+        return Ok(url.to_string());
+    }
+    let resp = http_client()
+        .client()
+        .get(url)
+        .header("User-Agent", ua())
+        .send()
+        .await
+        .map_err(|e| format!("Fetch image failed: {e}"))?;
+    if !resp.status().is_success() {
+        return Err(format!("Fetch image failed: {}", resp.status()));
+    }
+    let ct = resp
+        .headers()
+        .get(reqwest::header::CONTENT_TYPE)
+        .and_then(|v| v.to_str().ok())
+        .unwrap_or("image/jpeg")
+        .to_string();
+    let ext = ct
+        .split('/')
+        .nth(1)
+        .map(|s| s.split('+').next().unwrap_or("jpeg").to_string())
+        .unwrap_or_else(|| "jpeg".to_string());
+    let bytes = resp.bytes().await.map_err(|e| format!("Body: {e}"))?;
+    use base64::Engine;
+    Ok(format!(
+        "data:image/{};base64,{}",
+        ext,
+        base64::engine::general_purpose::STANDARD.encode(bytes)
+    ))
+}
+
+fn urlencode(s: &str) -> String {
+    let mut out = String::new();
+    for b in s.bytes() {
+        match b {
+            b'A'..=b'Z' | b'a'..=b'z' | b'0'..=b'9' | b'-' | b'_' | b'.' | b'~' => {
+                out.push(b as char)
+            }
+            _ => out.push_str(&format!("%{:02X}", b)),
+        }
+    }
+    out
+}
diff --git a/src/infrastructure/repository/mod.rs b/src/infrastructure/repository/mod.rs
index 75e17b4..676799e 100644
--- a/src/infrastructure/repository/mod.rs
+++ b/src/infrastructure/repository/mod.rs
@@ -1,3 +1,4 @@
+pub mod ai;
 pub mod alqanime;
 pub mod downloader;
 pub mod image;
diff --git a/src/presentation/handler/ai.rs b/src/presentation/handler/ai.rs
new file mode 100644
index 0000000..791980e
--- /dev/null
+++ b/src/presentation/handler/ai.rs
@@ -0,0 +1,67 @@
+//! Axum handlers for AI endpoints (Pollinations).
+
+use axum::body::Body;
+use axum::extract::Query;
+use axum::http::{header, StatusCode};
+use axum::response::Response;
+use axum::Json;
+use serde::Deserialize;
+use serde_json::Value;
+
+use crate::application::ai as use_cases;
+use crate::presentation::error::AppError;
+
+#[derive(Deserialize)]
+pub struct AiParams {
+    pub text: Option<String>,
+    pub prompt: Option<String>,
+    pub model: Option<String>,
+    pub image_url: Option<String>,
+    pub url: Option<String>,
+    pub width: Option<u32>,
+    pub height: Option<u32>,
+}
+
+/// GET /ai/chat?text=...&prompt=...&model=...
+pub async fn chat_handler(Query(params): Query<AiParams>) -> Result<Json<Value>, AppError> {
+    let text = params
+        .text
+        .ok_or_else(|| AppError::BadRequest("Missing 'text' parameter".to_string()))?;
+    let result = use_cases::chat(text, params.prompt.unwrap_or_default(), params.model).await?;
+    Ok(Json(result))
+}
+
+/// GET /ai/gemini?text=...&prompt=...&image_url=...
+pub async fn gemini_handler(Query(params): Query<AiParams>) -> Result<Json<Value>, AppError> {
+    let text = params
+        .text
+        .ok_or_else(|| AppError::BadRequest("Missing 'text' parameter".to_string()))?;
+    let result =
+        use_cases::gemini(text, params.prompt.unwrap_or_default(), params.image_url).await?;
+    Ok(Json(result))
+}
+
+/// GET /ai/image?prompt=...&model=...&width=...&height=... — returns image bytes.
+pub async fn image_handler(Query(params): Query<AiParams>) -> Result<Response<Body>, AppError> {
+    let prompt = params
+        .prompt
+        .ok_or_else(|| AppError::BadRequest("Missing 'prompt' parameter".to_string()))?;
+    let model = params.model.unwrap_or_else(|| "flux".to_string());
+    let width = params.width.unwrap_or(1024);
+    let height = params.height.unwrap_or(1024);
+
+    let bytes = use_cases::image(prompt, model, width, height).await?;
+    // Pollinations flux returns JPEG by default.
+    let mime = if bytes.starts_with(b"\xff\xd8\xff") {
+        "image/jpeg"
+    } else if bytes.starts_with(b"\x89PNG\r\n\x1a\n") {
+        "image/png"
+    } else {
+        "application/octet-stream"
+    };
+    Ok(Response::builder()
+        .status(StatusCode::OK)
+        .header(header::CONTENT_TYPE, mime)
+        .body(Body::from(bytes))
+        .unwrap())
+}
diff --git a/src/presentation/handler/mod.rs b/src/presentation/handler/mod.rs
index 8d406f5..a6f3856 100644
--- a/src/presentation/handler/mod.rs
+++ b/src/presentation/handler/mod.rs
@@ -1,3 +1,4 @@
+pub mod ai;
 pub mod anime;
 pub mod anime2;
 pub mod downloader;
diff --git a/src/presentation/router.rs b/src/presentation/router.rs
index 9c8a5b3..cdc8bc5 100644
--- a/src/presentation/router.rs
+++ b/src/presentation/router.rs
@@ -391,6 +391,19 @@ pub fn build_router(app_state: Arc<AppState>) -> anyhow::Result<Router> {
             "/uploader/file/{name}",
             axum::routing::get(crate::presentation::handler::uploader::serve_file_handler),
         )
+        // AI routes
+        .route(
+            "/ai/chat",
+            axum::routing::get(crate::presentation::handler::ai::chat_handler),
+        )
+        .route(
+            "/ai/gemini",
+            axum::routing::get(crate::presentation::handler::ai::gemini_handler),
+        )
+        .route(
+            "/ai/image",
+            axum::routing::get(crate::presentation::handler::ai::image_handler),
+        )
         // Health
         .route(
             "/health",