fix(clone): clone agentic project documents + resolve exported agentic tools

src/unstract/clone/client.py

@@ -921,3 +921,62 @@ def list_agentic_registries(
             params["agentic_project"] = agentic_project
         result = self._request("GET", "agentic-studio-registry/", params=params)
         return result if isinstance(result, list) else (result or {}).get("results", [])
+
+    def list_agentic_documents(self, project_id: str) -> list[dict[str, Any]]:
+        """List a project's uploaded documents. Rows carry ``id`` and
+        ``original_filename``. Agentic docs are a store of their own, distinct
+        from Prompt Studio ``prompt-document`` rows.
+        """
+        result = self._request(
+            "GET", "agentic/documents/", params={"project_id": project_id}
+        )
+        return result if isinstance(result, list) else (result or {}).get("results", [])
+
+    def download_agentic_document(self, document_id: str) -> bytes:
+        """Download an agentic document's original bytes.
+
+        The ``file`` route serves the raw binary (not a JSON envelope), so this
+        bypasses the JSON-decoding request path.
+        """
+        url = self._url(f"agentic/documents/{document_id}/file/")
+        logger.debug("GET %s", url)
+        resp = self._session.get(url, timeout=self.timeout, verify=self.verify)
+        if not 200 <= resp.status_code < 300:
+            raise PlatformAPIError(
+                f"GET agentic/documents/{document_id}/file/ "
+                f"returned {resp.status_code}",
+                status_code=resp.status_code,
+                body=resp.text[:2000],
+            )
+        return resp.content
+
+    def upload_agentic_document(
+        self, project_id: str, file_name: str, data: bytes, mime_type: str
+    ) -> dict[str, Any]:
+        """Upload a document into a target agentic project.
+
+        Creates the ``AgenticDocument`` row; extraction/summary stay a UI step,
+        as with Prompt Studio uploads. Callers pre-check filenames to avoid
+        duplicates on re-runs.
+        """
+        files = {"file": (file_name, data, mime_type)}
+        return self._request(
+            "POST", f"agentic/projects/{project_id}/documents/upload/", files=files
+        )
+
+    def list_agentic_verified_data(self, project_id: str) -> list[dict[str, Any]]:
+        """List a project's verified (ground-truth) data rows. Each carries
+        ``document_name``, ``document``, and ``data`` (the curated JSON).
+        """
+        result = self._request(
+            "GET", "agentic/verified-data/", params={"project_id": project_id}
+        )
+        return result if isinstance(result, list) else (result or {}).get("results", [])
+
+    def create_agentic_verified_data(self, payload: dict[str, Any]) -> dict[str, Any]:
+        """Create a verified-data row (``project``, ``document``, ``data``).
+
+        One row per (project, document); callers pre-check to avoid a
+        uniqueness clash on re-runs.
+        """
+        return self._request("POST", "agentic/verified-data/", json=payload)

src/unstract/clone/phases/agentic_studio.py

@@ -22,6 +22,11 @@
      per-run ``agentic_prompt_version`` table and the child's ``parent_version``
      resolves through it. ``project`` is bound to the target id.
    - **schemas**: bound to the target ``project`` and created.
+   - **documents**: source uploads re-uploaded to the target project (skipping
+     filenames already present); they live in their own store, not the Prompt
+     Studio document table.
+   - **verified data**: ground-truth rows re-pointed to the cloned document by
+     filename. Extracted/comparison data is regenerable and not cloned.
 3. **Registry**: if the project has an active schema + prompt, republish its
    registry entry via the ``export`` action (mirror of custom_tool) and
    record an ``agentic_studio_registry`` remap. Projects with no source
@@ -35,6 +40,7 @@
 from __future__ import annotations
 
 import logging
+import mimetypes
 import threading
 from typing import Any
 
@@ -170,6 +176,8 @@ def _clone_project(
         self._replicate_share(src, name, tgt_project_id, result, lock)
         self._clone_prompt_versions(name, src_project_id, tgt_project_id, result, lock)
         self._clone_schemas(name, src_project_id, tgt_project_id, result, lock)
+        self._clone_documents(name, src_project_id, tgt_project_id, result, lock)
+        self._clone_verified_data(name, src_project_id, tgt_project_id, result, lock)
         self._republish_registry(name, src_project_id, tgt_project_id, result, lock)
 
     def _build_project_payload(
@@ -422,6 +430,201 @@ def _clone_schemas(
             with lock:
                 result.created += 1
 
+    # ----- documents -----
+
+    def _clone_documents(
+        self,
+        name: str,
+        src_project_id: str,
+        tgt_project_id: str,
+        result: PhaseResult,
+        lock: threading.Lock,
+    ) -> None:
+        try:
+            src_docs = self.ctx.source.list_agentic_documents(src_project_id)
+        except Exception as e:
+            logger.exception("agentic '%s': document listing failed: %s", name, e)
+            with lock:
+                result.failed += 1
+                result.errors.append(f"agentic {name} list documents: {e}")
+            return
+        if not src_docs:
+            return
+
+        # Honour the file strategy: 'skip' means no binary transfer, like the
+        # files and lookups phases. Operator re-uploads on target.
+        if self.ctx.options.file_strategy == "skip":
+            with lock:
+                result.skipped += len(src_docs)
+                result.warnings.append(
+                    f"agentic {name}: {len(src_docs)} document(s) not copied "
+                    "(file_strategy=skip) — upload them manually on target"
+                )
+            return
+
+        try:
+            tgt_docs = self.ctx.target.list_agentic_documents(tgt_project_id)
+        except Exception as e:
+            logger.warning(
+                "agentic '%s': target document listing failed "
+                "(re-run may duplicate): %s",
+                name,
+                e,
+            )
+            tgt_docs = []
+        target_names = {d.get("original_filename") for d in tgt_docs}
+
+        for src in src_docs:
+            file_name = src.get("original_filename")
+            src_doc_id = src.get("id")
+            if not file_name or not src_doc_id:
+                continue
+            if file_name in target_names:
+                with lock:
+                    result.skipped += 1
+                logger.info(
+                    "agentic '%s': document '%s' already on target — skipping",
+                    name,
+                    file_name,
+                )
+                continue
+            self._clone_one_document(
+                name, tgt_project_id, src_doc_id, file_name, result, lock
+            )
+
+    def _clone_one_document(
+        self,
+        name: str,
+        tgt_project_id: str,
+        src_doc_id: str,
+        file_name: str,
+        result: PhaseResult,
+        lock: threading.Lock,
+    ) -> None:
+        try:
+            raw = self.ctx.source.download_agentic_document(src_doc_id)
+        except Exception as e:
+            logger.exception(
+                "agentic '%s': document '%s' download failed: %s", name, file_name, e
+            )
+            with lock:
+                result.failed += 1
+                result.errors.append(f"agentic {name} download {file_name}: {e}")
+            return
+
+        if len(raw) > self.ctx.options.max_file_size:
+            with lock:
+                result.skipped += 1
+                result.warnings.append(
+                    f"agentic {name}: document {file_name} exceeds size cap — "
+                    "upload it manually on target"
+                )
+            return
+
+        mime = mimetypes.guess_type(file_name)[0] or "application/pdf"
+        try:
+            self.ctx.target.upload_agentic_document(
+                tgt_project_id, file_name, raw, mime
+            )
+        except Exception as e:
+            logger.exception(
+                "agentic '%s': document '%s' upload failed: %s", name, file_name, e
+            )
+            with lock:
+                result.failed += 1
+                result.errors.append(f"agentic {name} upload {file_name}: {e}")
+            return
+        with lock:
+            result.created += 1
+        logger.info("agentic '%s': uploaded document '%s'", name, file_name)
+
+    # ----- verified (ground-truth) data -----
+
+    def _clone_verified_data(
+        self,
+        name: str,
+        src_project_id: str,
+        tgt_project_id: str,
+        result: PhaseResult,
+        lock: threading.Lock,
+    ) -> None:
+        try:
+            src_rows = self.ctx.source.list_agentic_verified_data(src_project_id)
+        except Exception as e:
+            logger.exception("agentic '%s': verified-data listing failed: %s", name, e)
+            with lock:
+                result.failed += 1
+                result.errors.append(f"agentic {name} list verified-data: {e}")
+            return
+        if not src_rows:
+            return
+
+        # Verified data FKs a document; under 'skip' no documents are copied,
+        # so skip the rows too — matching the plan and _clone_documents.
+        if self.ctx.options.file_strategy == "skip":
+            with lock:
+                result.skipped += len(src_rows)
+                result.warnings.append(
+                    f"agentic {name}: {len(src_rows)} verified-data row(s) not "
+                    "copied (file_strategy=skip)"
+                )
+            return
+
+        # Verified data FKs a document; map source rows to target docs by
+        # filename, the only identity stable across orgs.
+        try:
+            tgt_docs = self.ctx.target.list_agentic_documents(tgt_project_id)
+            tgt_existing = self.ctx.target.list_agentic_verified_data(tgt_project_id)
+        except Exception as e:
+            logger.warning(
+                "agentic '%s': target verified-data lookup failed "
+                "(re-run may duplicate): %s",
+                name,
+                e,
+            )
+            tgt_docs, tgt_existing = [], []
+        doc_id_by_name = {d.get("original_filename"): d.get("id") for d in tgt_docs}
+        verified_doc_ids = {r.get("document") for r in tgt_existing}
+
+        for src in src_rows:
+            file_name = src.get("document_name")
+            tgt_doc_id = doc_id_by_name.get(file_name)
+            if not tgt_doc_id:
+                with lock:
+                    result.skipped += 1
+                    result.warnings.append(
+                        f"agentic {name}: verified data for '{file_name}' skipped — "
+                        "document not on target"
+                    )
+                continue
+            if tgt_doc_id in verified_doc_ids:
+                with lock:
+                    result.skipped += 1
+                continue
+            payload = {
+                "project": tgt_project_id,
+                "document": tgt_doc_id,
+                "data": src.get("data"),
+            }
+            try:
+                self.ctx.target.create_agentic_verified_data(payload)
+            except Exception as e:
+                logger.exception(
+                    "agentic '%s': verified data for '%s' create failed: %s",
+                    name,
+                    file_name,
+                    e,
+                )
+                with lock:
+                    result.failed += 1
+                    result.errors.append(
+                        f"agentic {name} create verified-data {file_name}: {e}"
+                    )
+                continue
+            with lock:
+                result.created += 1
+            logger.info("agentic '%s': cloned verified data for '%s'", name, file_name)
+
     # ----- registry -----
 
     def _republish_registry(
@@ -507,8 +710,9 @@ def _plan_children(
         result: PhaseResult,
         lock: threading.Lock,
     ) -> None:
-        """Dry-run: count source prompt versions + schemas as planned and
-        record planned prompt-version ids so downstream resolves don't miss.
+        """Dry-run: count source prompt versions + schemas + documents as
+        planned and record planned prompt-version ids so downstream resolves
+        don't miss.
         """
         try:
             src_versions = self.ctx.source.list_agentic_prompt_versions(
@@ -522,11 +726,27 @@ def _plan_children(
             )
         except Exception:
             src_schemas = []
+        try:
+            src_docs = self.ctx.source.list_agentic_documents(src_project_id)
+        except Exception:
+            src_docs = []
+        try:
+            src_verified = self.ctx.source.list_agentic_verified_data(src_project_id)
+        except Exception:
+            src_verified = []
         with lock:
             for v in src_versions:
                 self.ctx.remap.record_planned("agentic_prompt_version", v["id"])
                 result.created += 1
             result.created += len(src_schemas)
+            # Documents move only when the file strategy copies binaries.
+            # Verified data FKs a document, so skipping files strands it too.
+            if self.ctx.options.file_strategy == "skip":
+                result.skipped += len(src_docs)
+                result.skipped += len(src_verified)
+            else:
+                result.created += len(src_docs)
+                result.created += len(src_verified)
 
     # ----- settings -----
 

src/unstract/clone/phases/tool_instance.py

@@ -108,12 +108,17 @@ def _clone_workflow_tools(
         src_ti_id = src_ti["id"]
         src_tool_id = src_ti["tool_id"]
 
+        # tool_id is a registry id: Prompt Studio tools register under
+        # prompt_studio_registry, exported agentic projects under
+        # agentic_studio_registry. Resolve against both.
         with lock:
-            tgt_tool_id = self.ctx.remap.resolve("prompt_studio_registry", src_tool_id)
+            tgt_tool_id = self.ctx.remap.resolve(
+                "prompt_studio_registry", src_tool_id
+            ) or self.ctx.remap.resolve("agentic_studio_registry", src_tool_id)
         if not tgt_tool_id:
             logger.warning(
                 "skipping tool_instance %s — no registry remap for tool_id %s "
-                "(custom tool likely unpublished on source)",
+                "(tool likely unpublished on source)",
                 src_ti_id,
                 src_tool_id,
             )