chore: Added direct handling for markdown files.

- Fixed podcast imports.

.gitignore

@@ -1,2 +1,2 @@
 .flashrank_cache*
-podcasts/*
+podcasts/

surfsense_backend/app/routes/documents_routes.py

@@ -6,7 +6,7 @@ from app.db import get_async_session, User, SearchSpace, Document, DocumentType
 from app.schemas import DocumentsCreate, DocumentUpdate, DocumentRead
 from app.users import current_active_user
 from app.utils.check_ownership import check_ownership
-from app.tasks.background_tasks import add_extension_received_document, add_received_file_document, add_crawled_url_document, add_youtube_video_document
+from app.tasks.background_tasks import add_received_markdown_file_document, add_extension_received_document, add_received_file_document, add_crawled_url_document, add_youtube_video_document
 # Force asyncio to use standard event loop before unstructured imports
 import asyncio
 try:
@@ -15,9 +15,8 @@ except RuntimeError:
     pass
 import os
 os.environ["UNSTRUCTURED_HAS_PATCHED_LOOP"] = "1"
-from langchain_unstructured import UnstructuredLoader
+
-from app.config import config
+
-import json
 
 router = APIRouter()
 
@@ -132,11 +131,32 @@ async def process_file_in_background(
     session: AsyncSession
 ):
     try:
+        # Check if the file is a markdown file
+        if filename.lower().endswith(('.md', '.markdown')):
+            # For markdown files, read the content directly
+            with open(file_path, 'r', encoding='utf-8') as f:
+                markdown_content = f.read()
+            
+            # Clean up the temp file
+            import os
+            try:
+                os.unlink(file_path)
+            except:
+                pass
+            
+            # Process markdown directly through specialized function
+            await add_received_markdown_file_document(
+                session,
+                filename,
+                markdown_content,
+                search_space_id
+            )
+        else:
             # Use synchronous unstructured API to avoid event loop issues
-        from langchain_community.document_loaders import UnstructuredFileLoader
+            from langchain_unstructured import UnstructuredLoader
             
             # Process the file
-        loader = UnstructuredFileLoader(
+            loader = UnstructuredLoader(
                 file_path,
                 mode="elements",
                 post_processors=[],
@@ -146,7 +166,7 @@ async def process_file_in_background(
                 strategy="auto",
             )
             
-        docs = loader.load()
+            docs = await loader.aload()
             
             # Clean up the temp file
             import os

surfsense_backend/app/schemas/chats.py

@@ -1,7 +1,7 @@
 from typing import Any, Dict, List, Optional
 
 from app.db import ChatType
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict
 
 from .base import IDModel, TimestampModel
 
@@ -44,5 +44,4 @@ class ChatUpdate(ChatBase):
     pass
 
 class ChatRead(ChatBase, IDModel, TimestampModel):
-    class Config:
+    model_config = ConfigDict(from_attributes=True) 
-        from_attributes = True 

surfsense_backend/app/schemas/chunks.py

@@ -1,4 +1,4 @@
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict
 from .base import IDModel, TimestampModel
 
 class ChunkBase(BaseModel):
@@ -12,5 +12,4 @@ class ChunkUpdate(ChunkBase):
     pass
 
 class ChunkRead(ChunkBase, IDModel, TimestampModel):
-    class Config:
+    model_config = ConfigDict(from_attributes=True) 
-        from_attributes = True 

surfsense_backend/app/schemas/documents.py

@@ -1,5 +1,5 @@
 from typing import List, Any
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict
 from sqlalchemy import JSON
 from .base import IDModel, TimestampModel
 from app.db import DocumentType
@@ -37,6 +37,5 @@ class DocumentRead(BaseModel):
     created_at: datetime
     search_space_id: int
     
-    class Config:
+    model_config = ConfigDict(from_attributes=True)
-        from_attributes = True
 

surfsense_backend/app/schemas/podcasts.py

@@ -1,4 +1,4 @@
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict
 from typing import Any, List, Literal
 from .base import IDModel, TimestampModel
 
@@ -15,8 +15,7 @@ class PodcastUpdate(PodcastBase):
     pass
 
 class PodcastRead(PodcastBase, IDModel, TimestampModel):
-    class Config:
+    model_config = ConfigDict(from_attributes=True)
-        from_attributes = True
 
 class PodcastGenerateRequest(BaseModel):
     type: Literal["DOCUMENT", "CHAT"]

surfsense_backend/app/schemas/search_source_connector.py

@@ -1,7 +1,7 @@
 from datetime import datetime
 import uuid
 from typing import Dict, Any, Optional
-from pydantic import BaseModel, field_validator
+from pydantic import BaseModel, field_validator, ConfigDict
 from .base import IDModel, TimestampModel
 from app.db import SearchSourceConnectorType
 
@@ -106,5 +106,4 @@ class SearchSourceConnectorUpdate(BaseModel):
 class SearchSourceConnectorRead(SearchSourceConnectorBase, IDModel, TimestampModel):
     user_id: uuid.UUID
 
-    class Config:
+    model_config = ConfigDict(from_attributes=True) 
-        from_attributes = True 

surfsense_backend/app/schemas/search_space.py

@@ -1,7 +1,7 @@
 from datetime import datetime
 import uuid
 from typing import Optional
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict
 from .base import IDModel, TimestampModel
 
 class SearchSpaceBase(BaseModel):
@@ -19,5 +19,4 @@ class SearchSpaceRead(SearchSpaceBase, IDModel, TimestampModel):
     created_at: datetime
     user_id: uuid.UUID
 
-    class Config:
+    model_config = ConfigDict(from_attributes=True) 
-        from_attributes = True 

surfsense_backend/app/tasks/background_tasks.py

@@ -194,6 +194,52 @@ async def add_extension_received_document(
         await session.rollback()
         raise RuntimeError(f"Failed to process extension document: {str(e)}")
 
+async def add_received_markdown_file_document(
+    session: AsyncSession,
+    file_name: str,
+    file_in_markdown: str,
+    search_space_id: int
+) -> Optional[Document]:
+    try:
+
+        # Generate summary
+        summary_chain = SUMMARY_PROMPT_TEMPLATE | config.long_context_llm_instance
+        summary_result = await summary_chain.ainvoke({"document": file_in_markdown})
+        summary_content = summary_result.content
+        summary_embedding = config.embedding_model_instance.embed(
+            summary_content)
+
+       # Process chunks
+        chunks = [
+            Chunk(content=chunk.text, embedding=config.embedding_model_instance.embed(chunk.text))
+            for chunk in config.chunker_instance.chunk(file_in_markdown)
+        ]
+
+        # Create and store document
+        document = Document(
+            search_space_id=search_space_id,
+            title=file_name,
+            document_type=DocumentType.FILE,
+            document_metadata={
+                "FILE_NAME": file_name,
+                "SAVED_AT": datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+            },
+            content=summary_content,
+            embedding=summary_embedding,
+            chunks=chunks
+        )
+
+        session.add(document)
+        await session.commit()
+        await session.refresh(document)
+
+        return document
+    except SQLAlchemyError as db_error:
+        await session.rollback()
+        raise db_error
+    except Exception as e:
+        await session.rollback()
+        raise RuntimeError(f"Failed to process file document: {str(e)}")
 
 async def add_received_file_document(
     session: AsyncSession,

surfsense_backend/app/tasks/podcast_tasks.py

@@ -1,10 +1,9 @@
-from sqlalchemy.ext.asyncio import AsyncSession
+
-from app.schemas import PodcastGenerateRequest
-from typing import List
-from sqlalchemy import select
-from app.db import Chat, Podcast
 from app.agents.podcaster.graph import graph as podcaster_graph
-from surfsense_backend.app.agents.podcaster.state import State
+from app.agents.podcaster.state import State
+from app.db import Chat, Podcast
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
 
 
 async def generate_document_podcast(