added req and docker file

Dockerfile

@@ -0,0 +1,31 @@
+
+FROM python:3.12-slim
+
+# Set the working directory to /code
+WORKDIR /code
+
+# Copy the requirements.txt file into the container
+COPY requirements.txt .
+
+# Install the dependencies
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+# Set up a new user named "user" with user ID 1000
+RUN useradd -m -u 1000 user
+
+# Switch to the "user" user
+USER user
+
+# Set home to the user's home directory
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+# Set the working directory to the user's home directory
+WORKDIR $HOME/app
+
+# Copy the current directory contents into the container at $HOME/app
+COPY --chown=user . $HOME/app
+
+EXPOSE 7860
+
+CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]

app/agents/agents.py

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+from langchain_groq import ChatGroq
+from app.schemas.pydanticschema import ResumeExtract,JobDescriptionExtract,SkillGapAnalysis
+from app.core.config import settings
+from app.tools.tools import roadmap_planner_agent_tools
+from app.prompts.roadmap_planner_agent_prompt import roadmap_planner_agent_prompt
+from typing import Any
+from langchain.agents import create_agent
+from langchain.agents.middleware import ToolCallLimitMiddleware
+import os
+
+if "GROQ_API_KEY" not in os.environ:
+    os.environ["GROQ_API_KEY"] = settings.GROQ_API_KEY
+

app/core/config.py

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+from pathlib import Path
+from pydantic_settings import BaseSettings, SettingsConfigDict
+ 
+BASE_DIR = Path(__file__).resolve().parent.parent.parent
+ 
+class Settings(BaseSettings):
+    PROJECT_NAME: str = "Email Assistant Project"
+ 
+    GROQ_API_KEY: str
+    PINECONE_API_KEY: str
+
+    CLOUDINARY_CLOUD_NAME: str
+    CLOUDINARY_API_KEY: str
+    CLOUDINARY_API_SECRET: str
+ 
+    model_config = SettingsConfigDict(
+        env_file=str(BASE_DIR / ".env"),
+        env_file_encoding="utf-8",
+        extra="ignore"
+    )
+ 
+settings = Settings()

app/graph.py

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+from app.state.state import 
+from app.nodes.graphnodes import *
+from langgraph.prebuilt import ToolNode ,tools_condition
+from app.agents.agents import 
+from langgraph.graph import StateGraph,END,START
+
+
+
+# Define Nodes
+# Define Nodes

app/nodes/graphnodes.py

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+from app.state.state import OnboardingState
+from langchain_core.messages import SystemMessage, HumanMessage,ToolMessage,AIMessage
+from app.prompts.
+from app.prompts.
+from app.prompts.
+from app.agents.agents import 
+from app.prompts.gap_analysis_agent_prompt import gap_analysis_agent_prompt
+from app.schemas.pydanticschema import ResumeExtract,JobDescriptionExtract,SkillGapAnalysis
+import json
+from app.tools.tools import *
+from langchain_community.document_loaders import PyMuPDFLoader
+from langgraph.prebuilt import ToolNode ,tools_condition
+

app/schemas/pydanticschema.py

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+from pydantic import BaseModel, Field
+from typing import List, Optional, Literal
+
+

app/state/state.py

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+from typing import Any, Dict, List, Optional, Tuple,TypedDict,Literal
+from typing import Annotated, Sequence
+import os
+from langchain_core.messages import SystemMessage, HumanMessage,ToolMessage,AIMessage
+from langchain_core.tools import Tool
+from langgraph.graph import StateGraph,END,START
+from langgraph.types import interrupt  
+from langchain_core.prompts import ChatPromptTemplate,MessagesPlaceholder
+from langchain_community.document_loaders import  PyMuPDFLoader
+from pydantic import BaseModel, Field
+from typing import List, Optional
+from pprint import pprint
+from langchain_core.messages import BaseMessage
+from langgraph.graph import add_messages
+from app.schemas.pydanticschema import *
+
+
+
+
+
+
+

requirements.txt

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+langchain==1.2.10
+pydantic==2.11.7
+langchain_huggingface
+langchain-groq==1.1.1