diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml
index 06a9b9571e..b62c989f08 100644
--- a/.github/workflows/deploy-docs.yaml
+++ b/.github/workflows/deploy-docs.yaml
@@ -26,6 +26,19 @@ jobs:
           cd docs
           bun install
 
+      - name: Install rag-docs script dependencies
+        run: bun install @pinecone-database/pinecone fast-glob tsx
+
+      - name: Ingest docs to Pinecone
+        run: bunx tsx scripts/ingest-docs-pinecone.ts
+        env:
+          PINECONE_API_KEY: ${{ secrets.PINECONE_API_KEY }}
+          PINECONE_ASSISTANT_NAME: ${{ secrets.PINECONE_ASSISTANT_NAME }}
+          DOCS_DIR: docs/view/src/content/pt-br
+          DELETE_ALL: "true"
+          UPLOAD_DELAY_MS: "2000"
+          CONVERT_MDX: "true"
+
       - name: Deploy
         run: |
           cd docs
diff --git a/scripts/ingest-docs-pinecone.ts b/scripts/ingest-docs-pinecone.ts
new file mode 100644
index 0000000000..757db38bb9
--- /dev/null
+++ b/scripts/ingest-docs-pinecone.ts
@@ -0,0 +1,203 @@
+// ingest-docs-pinecone.ts
+// Upload files from DOCS_DIR directly to a Pinecone Assistant.
+// Pinecone Assistant handles chunking and embedding automatically.
+//
+// ENV required:
+//   PINECONE_API_KEY
+//   PINECONE_ASSISTANT_NAME
+// Optional ENV:
+//   DOCS_DIR=docs
+//   EXTENSIONS=.md,.txt,.pdf,.docx,.json (Pinecone Assistant supported types)
+//   MAX_FILE_MB=10
+//   DELETE_ALL=false
+//   UPLOAD_DELAY_MS=500 (delay between uploads to avoid rate limits)
+//   MAX_RETRIES=3
+//   CONVERT_MDX=true (convert .mdx files to .md before upload)
+//
+// Execution:
+//   npx tsx -r dotenv/config scripts/ingest-docs-pinecone.ts
+
+import { Pinecone } from "@pinecone-database/pinecone";
+import fg from "fast-glob";
+import fs from "node:fs/promises";
+import path from "node:path";
+
+
+const PINECONE_API_KEY = process.env.PINECONE_API_KEY!;
+const PINECONE_ASSISTANT_NAME = process.env.PINECONE_ASSISTANT_NAME!;
+
+if (!PINECONE_API_KEY) throw new Error("Define PINECONE_API_KEY");
+if (!PINECONE_ASSISTANT_NAME) throw new Error("Define PINECONE_ASSISTANT_NAME (assistant name)");
+
+const DOCS_DIR = process.env.DOCS_DIR || "docs";
+const EXTENSIONS = (process.env.EXTENSIONS || ".md,.txt,.pdf,.docx,.json")
+  .split(",")
+  .map((s) => s.trim().toLowerCase())
+  .filter(Boolean);
+
+const MAX_FILE_MB = Number(process.env.MAX_FILE_MB || "10");
+const DELETE_ALL = String(process.env.DELETE_ALL || "false").toLowerCase() === "true";
+const UPLOAD_DELAY_MS = Number(process.env.UPLOAD_DELAY_MS || "2000");
+const MAX_RETRIES = Number(process.env.MAX_RETRIES || "3");
+const CONVERT_MDX = String(process.env.CONVERT_MDX || "true").toLowerCase() === "true";
+
+const bytesLimit = MAX_FILE_MB * 1024 * 1024;
+
+const SEARCH_EXTENSIONS = CONVERT_MDX
+  ? [...EXTENSIONS, ".mdx"]
+  : EXTENSIONS;
+
+function shouldKeep(file: string): boolean {
+  const ext = path.extname(file).toLowerCase();
+  return SEARCH_EXTENSIONS.includes(ext);
+}
+
+async function checkFileSize(file: string): Promise<boolean> {
+  try {
+    const stat = await fs.stat(file);
+    if (stat.size > bytesLimit) {
+      console.warn(`Skip due to size (${(stat.size / 1024 / 1024).toFixed(2)}MB): ${file}`);
+      return false;
+    }
+    if (stat.size === 0) {
+      console.warn(`Skip empty file: ${file}`);
+      return false;
+    }
+    return true;
+  } catch {
+    return false;
+  }
+}
+
+function sleep(ms: number): Promise<void> {
+  return new Promise((resolve) => setTimeout(resolve, ms));
+}
+
+async function uploadWithRetry(
+  assistant: any,
+  file: string,
+  normalizedPath: string,
+  retries = MAX_RETRIES
+): Promise<boolean> {
+  const isMdx = file.toLowerCase().endsWith(".mdx");
+  let uploadPath = file;
+  let tempFile: string | null = null;
+
+  if (isMdx && CONVERT_MDX) {
+    tempFile = file.replace(/\.mdx$/i, ".md");
+    try {
+      await fs.copyFile(file, tempFile);
+      uploadPath = tempFile;
+    } catch (error) {
+      console.error(`❌ Error creating temporary copy of ${normalizedPath}:`, error);
+      return false;
+    }
+  }
+
+  try {
+    for (let attempt = 1; attempt <= retries; attempt++) {
+      try {
+        await assistant.uploadFile({
+          path: uploadPath,
+          metadata: {
+            source_path: normalizedPath,
+            upload_date: new Date().toISOString(),
+          },
+        });
+        return true;
+      } catch (error: any) {
+        const isRateLimit = error?.status === 429 || error?.message?.includes("Too many");
+        const isInvalidType = error?.message?.includes("Invalid file type");
+
+        if (isInvalidType) {
+          console.error(`❌ Unsupported file type: ${normalizedPath}`);
+          return false;
+        }
+
+        if (isRateLimit && attempt < retries) {
+          const backoffMs = UPLOAD_DELAY_MS * Math.pow(2, attempt - 1);
+          console.warn(`⚠️  Rate limit reached. Waiting ${backoffMs}ms before retry (${attempt}/${retries})...`);
+          await sleep(backoffMs);
+          continue;
+        }
+
+        console.error(`❌ Error uploading ${normalizedPath}:`, error.message || error);
+        return false;
+      }
+    }
+    return false;
+  } finally {
+    if (tempFile) {
+      try {
+        await fs.unlink(tempFile);
+      } catch {
+      }
+    }
+  }
+}
+
+async function main() {
+  const pc = new Pinecone({ apiKey: PINECONE_API_KEY });
+  const assistant = pc.assistant(PINECONE_ASSISTANT_NAME);
+
+  const pattern = [`${DOCS_DIR.replaceAll(path.sep, "/")}/**/*`];
+  const files = await fg(pattern, { onlyFiles: true, dot: false });
+
+  const picked = files.filter(shouldKeep);
+  const extsList = CONVERT_MDX ? [...EXTENSIONS, ".mdx (→ .md)"].join(", ") : EXTENSIONS.join(", ");
+  console.log(`Candidate files: ${picked.length} (exts: ${extsList})`);
+
+  if (DELETE_ALL) {
+    console.log(`\nDeleting existing files with matching names...`);
+    const existingFilesResponse = await assistant.listFiles();
+    const existingFiles = existingFilesResponse.files || [];
+
+    const localPaths = new Set(
+      picked.map((file) => file.replaceAll(path.sep, "/"))
+    );
+
+    let deleted = 0;
+    for (const file of existingFiles) {
+      const sourcePath = file.metadata?.source_path;
+      if (sourcePath && localPaths.has(sourcePath)) {
+        await assistant.deleteFile(file.id);
+        console.log(`Deleted: ${file.name} (${sourcePath})`);
+        deleted++;
+      }
+    }
+    console.log(`Deleted ${deleted} existing file(s).\n`);
+  }
+
+  let uploaded = 0;
+  let skipped = 0;
+
+  for (let i = 0; i < picked.length; i++) {
+    const file = picked[i];
+    const isValid = await checkFileSize(file);
+    if (!isValid) {
+      skipped++;
+      continue;
+    }
+
+    const normalizedPath = file.replaceAll(path.sep, "/");
+
+    const success = await uploadWithRetry(assistant, file, normalizedPath);
+    if (success) {
+      uploaded++;
+      console.log(`[${uploaded}/${picked.length}] Uploaded: ${normalizedPath}`);
+    } else {
+      skipped++;
+    }
+
+    if (i < picked.length - 1) {
+      await sleep(UPLOAD_DELAY_MS);
+    }
+  }
+
+  console.log(`\nCompleted. Assistant: ${PINECONE_ASSISTANT_NAME}. Uploaded: ${uploaded}. Skipped: ${skipped}.`);
+}
+
+main().catch((e) => {
+  console.error(e);
+  process.exit(1);
+});
\ No newline at end of file