saving changes

app/agent/custom_chatbot.py

@@ -99,3 +99,4 @@ async def custom_chatbot(request: ChatRequest):
     except Exception as e:
         logger.exception("❌ Unexpected error in custom chatbot endpoint.")
         raise HTTPException(status_code=500, detail="Internal server error")
+ 

clean-repo-history.bat

@@ -0,0 +1,56 @@
+@echo off
+echo 🧹 Deep cleaning repository history...
+
+echo.
+echo ⚠️  WARNING: This will rewrite git history!
+echo This will remove all binary files from the entire git history.
+echo.
+set /p confirm="Are you sure you want to continue? (y/N): "
+
+if /i not "%confirm%"=="y" (
+    echo Cancelled.
+    pause
+    exit /b 0
+)
+
+echo.
+echo 🗑️ Removing binary files from git history...
+
+REM Remove vector store directory from entire history
+git filter-branch --force --index-filter "git rm -rf --cached --ignore-unmatch vector_store/" --prune-empty --tag-name-filter cat -- --all
+
+REM Remove database files from entire history
+git filter-branch --force --index-filter "git rm -rf --cached --ignore-unmatch *.db" --prune-empty --tag-name-filter cat -- --all
+git filter-branch --force --index-filter "git rm -rf --cached --ignore-unmatch *.sqlite" --prune-empty --tag-name-filter cat -- --all
+git filter-branch --force --index-filter "git rm -rf --cached --ignore-unmatch *.sqlite3" --prune-empty --tag-name-filter cat -- --all
+
+REM Remove FAISS files from entire history
+git filter-branch --force --index-filter "git rm -rf --cached --ignore-unmatch *.faiss" --prune-empty --tag-name-filter cat -- --all
+git filter-branch --force --index-filter "git rm -rf --cached --ignore-unmatch *.index" --prune-empty --tag-name-filter cat -- --all
+
+REM Remove log files from entire history
+git filter-branch --force --index-filter "git rm -rf --cached --ignore-unmatch *.log" --prune-empty --tag-name-filter cat -- --all
+
+echo.
+echo 🧹 Cleaning up...
+git for-each-ref --format="delete %(refname)" refs/original | git update-ref --stdin
+git reflog expire --expire=now --all
+git gc --prune=now --aggressive
+
+echo.
+echo ✅ Repository history cleaned!
+echo.
+echo 📝 Now commit the current state...
+git add .
+git commit -m "Clean repository for Hugging Face deployment"
+
+echo.
+echo 🚀 Ready to push! Run:
+echo git push --force space develop
+echo.
+echo Or create a new branch:
+echo git checkout -b main
+echo git push space main
+echo.
+
+pause 

fresh-deploy.bat

@@ -0,0 +1,78 @@
+@echo off
+echo 🚀 Creating fresh repository for Hugging Face deployment...
+
+echo.
+echo 📋 Creating backup of current files...
+if not exist "backup" mkdir backup
+xcopy /E /I /Y "app" "backup\app"
+xcopy /E /I /Y "worker" "backup\worker"
+copy "requirements-hf.txt" "backup\"
+copy "Dockerfile" "backup\"
+copy ".huggingface.yaml" "backup\"
+copy "env.example" "backup\"
+copy "*.md" "backup\"
+copy ".gitignore" "backup\"
+
+echo.
+echo 🧹 Creating clean deployment directory...
+if exist "deploy" rmdir /s /q "deploy"
+mkdir deploy
+cd deploy
+
+echo.
+echo 📝 Initializing new git repository...
+git init
+
+echo.
+echo 📋 Copying clean files...
+xcopy /E /I /Y "..\backup\app" "app\"
+xcopy /E /I /Y "..\backup\worker" "worker\"
+copy "..\backup\requirements-hf.txt" "."
+copy "..\backup\Dockerfile" "."
+copy "..\backup\.huggingface.yaml" "."
+copy "..\backup\env.example" "."
+copy "..\backup\.gitignore" "."
+copy "..\backup\*.md" "."
+
+echo.
+echo 🔗 Adding Hugging Face remote...
+git remote add space https://huggingface.co/spaces/peace2024/DubswayAgenticAI
+
+echo.
+echo 📝 Committing clean repository...
+git add .
+git commit -m "Initial clean deployment for Hugging Face Spaces"
+
+echo.
+echo 🚀 Pushing to Hugging Face...
+echo Choose your branch:
+echo 1. Push to develop branch
+echo 2. Push to main branch
+echo 3. Cancel
+echo.
+set /p choice="Enter choice (1-3): "
+
+if "%choice%"=="1" (
+    echo Pushing to develop branch...
+    git push space develop
+) else if "%choice%"=="2" (
+    echo Pushing to main branch...
+    git push space main
+) else (
+    echo Cancelled.
+    cd ..
+    pause
+    exit /b 0
+)
+
+echo.
+echo ✅ Fresh deployment completed!
+echo.
+echo 📍 Your Space URL will be:
+echo https://huggingface.co/spaces/peace2024/DubswayAgenticAI
+echo.
+echo 🔍 Monitor the build logs in your Space settings.
+echo.
+
+cd ..
+pause 

setup-dubsway-env.bat

@@ -1,81 +0,0 @@
-@echo off
-setlocal enabledelayedexpansion
-
-REM ---- CONFIGURATION ----
-set ENV_NAME=myenv
-set PYTHON_EXE=python  REM Ensure python points to 3.10 or 3.11 in PATH
-set TORCH_INDEX=https://download.pytorch.org/whl/cu121
-
-echo.
-echo 🚀 Creating virtual environment: %ENV_NAME%
-%PYTHON_EXE% -m venv %ENV_NAME%
-
-echo.
-echo 🔄 Activating environment...
-call %ENV_NAME%\Scripts\activate.bat
-
-echo.
-echo 📦 Upgrading pip
-pip install --upgrade pip
-
-echo.
-echo 📄 Writing requirements.txt
-(
-echo fastapi
-echo uvicorn
-echo boto3
-echo requests
-echo python-dotenv
-echo python-multipart
-echo pydantic[email]>=1.10,<2.0
-echo asyncpg
-echo sqlalchemy>=2.0
-echo databases
-echo psycopg2-binary
-echo passlib[bcrypt]
-echo python-jose[cryptography]
-echo langchain==0.1.13
-echo langchain-openai==0.1.7
-echo langchain-community==0.0.38
-echo langchain-core==0.1.53
-echo langchain-groq==0.0.3
-echo langchainhub
-echo langserve
-echo langchain-objectbox
-echo sentence-transformers==2.2.2
-echo faiss-cpu
-echo chromadb
-echo transformers
-echo whisper
-echo faster-whisper==1.0.1
-echo ctranslate2==3.22.0
-echo PyPDF2
-echo pypdf
-echo reportlab
-echo bs4
-echo beautifulsoup4
-echo sse-starlette
-echo wikipedia
-echo arxiv
-echo cassio
-echo streamlit
-) > requirements.txt
-
-echo.
-echo 📥 Installing base packages...
-pip install -r requirements.txt
-
-echo.
-echo ⚡ Installing PyTorch (CUDA 12.1 build)...
-pip install torch torchvision torchaudio --index-url %TORCH_INDEX%
-
-echo.
-echo ✅ Verifying important packages...
-python -c "import torch; print('Torch version:', torch.__version__)"
-python -c "from langchain_groq import ChatGroq; print('✅ langchain_groq available')"
-python -c "from faster_whisper import WhisperModel; print('✅ faster-whisper ready')"
-python -c "import faiss; print('✅ faiss-cpu available')"
-
-echo.
-echo 🎉 Setup complete! Environment '%ENV_NAME%' is ready to use.
-endlocal

start-server.bat

@@ -1,8 +0,0 @@
-@echo off
-echo 🔁 Activating virtual environment...
-call .\myenv\Scripts\activate
-
-echo 🚀 Starting FastAPI server...
-python -m uvicorn app.main:app --reload
-
-pause

worker/daemon.py

@@ -75,11 +75,11 @@ async def process_pending_videos():
                         logger.info(f"Lightweight agentic analysis completed for video {video.id}")
                     except Exception as agentic_error:
                         logger.warning(f"Lightweight agentic analysis failed, falling back to basic Whisper: {agentic_error}")
-                        transcription, summary = await whisper_llm.analyze(
-                            video_url=video.video_url,
-                            user_id=video.user_id,
+                    transcription, summary = await whisper_llm.analyze(
+                        video_url=video.video_url,
+                        user_id=video.user_id,
                             db=session
-                        )
+                    )
                         logger.info(f"Basic Whisper analysis completed for video {video.id}")
 
                 except Exception as e: