Merge pull request #4 from OthmaneBlial/working004

Author: OthmaneBlial

.dockerignore

@@ -1,161 +1,15 @@
-# Git
 .git
 .gitignore
-
-# Python
-__pycache__
-*.pyc
-*.pyo
-*.pyd
-.Python
-env
+__pycache__/
+*.py[cod]
+*.so
 venv
-.venv
-pip-log.txt
-pip-delete-this-directory.txt
-.tox
-.coverage
-.coverage.*
-.cache
-nosetests.xml
+htmlcov
 coverage.xml
-*.cover
-*.log
-.git
-.mypy_cache
-.pytest_cache
-.hypothesis
-
-# Virtual environments
-.env
-.venv
-env/
-venv/
-ENV/
-env.bak/
-venv.bak/
-
-# IDE
-.vscode/
-.idea/
-*.swp
-*.swo
-*~
-
-# OS
-.DS_Store
-.DS_Store?
-._*
-.Spotlight-V100
-.Trashes
-ehthumbs.db
-Thumbs.db
-
-# Node.js (frontend)
-node_modules/
-npm-debug.log*
-yarn-debug.log*
-yarn-error.log*
-.npm
-.yarn-integrity
-
-# Build artifacts
-dist/
-build/
-*.egg-info/
-
-# Documentation build
-docs/_build/
-
-# Temporary files
-*.tmp
-*.temp
-
-# Logs
-*.log
-
-# Docker
-Dockerfile*
-docker-compose*.yml
-.dockerignore
-
-# CI/CD
-.github/
-
-# Test artifacts
-.coverage
-htmlcov/
-.tox/
-.nox/
-
-# MyPy
-.mypy_cache/
-
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# pyenv
-.python-version
-
-# pipenv
-Pipfile.lock
-
-# PEP 582
-__pypackages__/
-
-# Celery stuff
-celerybeat-schedule
-celerybeat.pid
-
-# SageMath parsed files
-*.sage.py
-
-# Environments
+dist
+build
+*.egg-info
+Dockerfile.ci
+frontend/node_modules
+*.sqlite*
 .env
-.venv
-env
-venv
-ENV
-env.bak
-venv.bak
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
-
-# mkdocs documentation
-/site
-
-# mypy
-.mypy_cache/
-.dmypy.json
-dmypy.json
-
-# Pyre type checker
-.pyre/
-
-# Frontend build artifacts
-frontend/node_modules/
-frontend/dist/
-frontend/.next/
-frontend/out/
-
-# Database files
-*.db
-*.sqlite
-*.sqlite3
-
-# Alembic
-alembic/versions/*.pyc
-
-# Linter script
-linter.sh
-
-# Startup script
-startup.sh
-
-# Reset DB script
-reset_db.py

.gitignore

@@ -158,3 +158,5 @@ bin/
 *.temp
 
 
+coverage.xml
+dist/

Dockerfile

@@ -0,0 +1,23 @@
+# syntax=docker/dockerfile:1.6
+
+ARG BASE_IMAGE=ragify-backend-base:latest
+FROM ${BASE_IMAGE} AS runtime
+
+USER root
+WORKDIR /app
+
+# Copy application source code
+COPY pyproject.toml README.md ./
+COPY backend ./backend
+COPY shared ./shared
+COPY frontend ./frontend
+
+# Install the project using existing dependencies from the base image
+RUN pip install --no-cache-dir --no-deps .
+
+RUN chown -R ragify:ragify /app
+USER ragify
+
+EXPOSE 8000
+
+CMD ["uvicorn", "backend.main:app", "--host", "0.0.0.0", "--port", "8000"]

README.md

@@ -4,7 +4,7 @@
 
 ## ✨ Key Features
 
-- **🎯 Accurate Answers**: Never hallucinates - responses are grounded in your uploaded documents
+- **🎯 Grounded Answers**: Uses retrieved document context, surfaces document sources, and clearly says it cannot answer when evidence is missing
 - **📚 Multiple Knowledge Bases**: Organize documents by topic, department, or project
 - **🤖 100+ AI Models**: Access OpenAI, Anthropic, Google, and more through OpenRouter
 - **⚡ Real-time Streaming**: Get responses as they're generated
@@ -61,6 +61,32 @@ uvicorn backend.main:app --reload --host 0.0.0.0 --port 8000
 # Frontend: http://localhost:5173 (after cd frontend && npm run dev)
 ```
 
+## 🐳 Docker Quick Start
+
+Prefer containers? The repository now ships with a full Docker setup for the API, frontend, PostgreSQL (with pgvector), and Redis.
+
+```bash
+# Build (or rebuild) the base dependency image and start everything
+./startupdocker.sh --build
+
+# Stream logs if you want to watch startup
+./startupdocker.sh --build --logs
+
+# Stop the stack when you're done
+./startupdocker.sh --down
+```
+
+Host ports for the Docker stack:
+
+- Backend API: `http://localhost:18000`
+- Frontend UI: `http://localhost:15173`
+- PostgreSQL: `localhost:15432` (user/password: `ragify` / `RagifyStrongPass2023`)
+- Redis: `localhost:16379`
+
+The script automatically maintains a `ragify-backend-base` image that contains all heavy Python dependencies (Torch, transformers, etc.). The first `--build` run prepares that base; subsequent builds reuse it so only your application code is rebuilt unless `requirements-docker.txt` changes.
+
+Environment variables are loaded from the project’s `.env` file, so edit that file if you need to change keys, database credentials, or model configuration before running `./startupdocker.sh`.
+
 ## 🎯 Why RAGify?
 
 **Traditional AI chatbots often hallucinate** - they make up information that sounds plausible but isn't accurate. RAGify eliminates this by:
@@ -110,4 +136,3 @@ black . && isort .
 # Start development server
 uvicorn backend.main:app --reload
 ```
-

backend/api/v1/endpoints/chat.py

@@ -12,6 +12,7 @@
     get_application_knowledge_bases,
     create_chat_message,
     get_application_chat_history,
+    clear_chat_history,
 )
 from backend.modules.rag.rag_pipeline import streaming_rag_pipeline, RAGQuery
 
@@ -295,9 +296,12 @@ async def clear_conversation_history(
         if not application_data:
             raise HTTPException(status_code=404, detail="Application not found")
 
-        # In a real implementation, you'd delete chat messages
-        # For now, just return success
-        return {"message": "Conversation history cleared successfully"}
+        deleted_count = await clear_chat_history(db, application_id)
+
+        return {
+            "message": "Conversation history cleared successfully",
+            "deleted_count": deleted_count,
+        }
 
     except HTTPException:
         raise

backend/core/config.py

@@ -19,6 +19,9 @@ class Settings(BaseSettings):
     # Vector
     vector_dimension: int = 384  # Must match SentenceTransformer dimension
 
+    # Caching / message bus
+    redis_url: Optional[str] = None
+
     # Model Provider API Keys
     openai_api_key: Optional[str] = None
     anthropic_api_key: Optional[str] = None

backend/core/security.py

@@ -1,9 +1,43 @@
-from passlib.context import CryptContext
-from jose import JWTError, jwt
 from datetime import datetime, timedelta, timezone
 from typing import Optional
+
+from jose import JWTError, jwt
+from passlib.context import CryptContext
+from passlib.handlers import bcrypt as passlib_bcrypt
+
 from .config import settings
 
+
+def _patch_passlib_bcrypt_wrap_detection() -> None:
+    """Work around passlib+bcrypt incompatibility seen on CI runners."""
+
+    patch_flag = "_ragify_wrap_detection_patched"
+    if getattr(passlib_bcrypt, patch_flag, False):
+        return
+
+    original_detect = getattr(passlib_bcrypt, "detect_wrap_bug", None)
+    if original_detect is None:
+        setattr(passlib_bcrypt, patch_flag, True)
+        return
+
+    def detect_wrap_bug_safe(ident: bytes) -> bool:  # type: ignore[override]
+        try:
+            return original_detect(ident)
+        except ValueError as exc:
+            message = str(exc).lower()
+            if "password cannot be longer than 72 bytes" in message:
+                # Newer versions of the bcrypt backend raise instead of truncating
+                # long passwords during passlib's safety probe. Treat this as
+                # "no wrap bug" so hashing can proceed normally.
+                return False
+            raise
+
+    passlib_bcrypt.detect_wrap_bug = detect_wrap_bug_safe  # type: ignore[assignment]
+    setattr(passlib_bcrypt, patch_flag, True)
+
+
+_patch_passlib_bcrypt_wrap_detection()
+
 if settings.secret_key == "your-secret-key-here":
     raise RuntimeError("SECRET_KEY must be set")
 

backend/main.py

@@ -86,6 +86,8 @@ async def lifespan(app: FastAPI):
         "http://127.0.0.1:8501",
         "http://localhost:5173",
         "http://127.0.0.1:5173",
+        "http://localhost:15173",
+        "http://127.0.0.1:15173",
     ],  # Include new frontend port
     allow_credentials=True,
     allow_methods=["GET", "POST", "PUT", "DELETE", "OPTIONS"],

backend/modules/applications/crud.py

@@ -320,7 +320,7 @@ async def update_application_model_config(
     Returns:
         Updated application or None
     """
-    return await update_application(db, application_id, model_config=model_config)
+    return await update_application(db, application_id, config=model_config)
 
 
 async def update_application_knowledge_bases(
@@ -411,3 +411,12 @@ async def get_application_chat_history(
         }
         for msg in messages
     ]
+
+
+async def clear_chat_history(db: AsyncSession, application_id: UUID) -> int:
+    """Delete all chat messages for an application and return removed count."""
+    result = await db.execute(
+        delete(ChatMessage).where(ChatMessage.application_id == application_id)
+    )
+    await db.commit()
+    return result.rowcount or 0