Update md5 to sha3256

.github/SECURITY.md

@@ -0,0 +1,23 @@
+CrewAI takes the security of our software products and services seriously, which includes all source code repositories managed through our GitHub organization.
+
+If you believe you have found a security vulnerability in any CrewAI product or service, please report it to us as described below.
+
+## Reporting a Vulnerability
+
+Please do not report security vulnerabilities through public GitHub issues.
+
+To report a vulnerability, please email us at security@crewai.com.
+
+Please include the requested information listed below so that we can triage your report more quickly
+
+- Type of issue (e.g. SQL injection, cross-site scripting, etc.)
+- Full paths of source file(s) related to the manifestation of the issue
+- The location of the affected source code (tag/branch/commit or direct URL)
+- Any special configuration required to reproduce the issue
+- Step-by-step instructions to reproduce the issue (please include screenshots if needed)
+- Proof-of-concept or exploit code (if possible)
+- Impact of the issue, including how an attacker might exploit the issue
+
+Once we have received your report, we will respond to you at the email address you provide. If the issue is confirmed, we will release a patch as soon as possible depending on the complexity of the issue.
+
+At this time, we are not offering a bug bounty program. Any rewards will be at our discretion.

.gitignore

@@ -17,3 +17,4 @@ rc-tests/*
 temp/*
 .vscode/*
 crew_tasks_output.json
+.dccache

docs/concepts/cli.mdx

@@ -6,7 +6,7 @@ icon: terminal
 
 # CrewAI CLI Documentation
 
-The CrewAI CLI provides a set of commands to interact with CrewAI, allowing you to create, train, run, and manage crews and pipelines.
+The CrewAI CLI provides a set of commands to interact with CrewAI, allowing you to create, train, run, and manage crews & flows.
 
 ## Installation
 
@@ -146,3 +146,34 @@ crewai run
 Make sure to run these commands from the directory where your CrewAI project is set up. 
 Some commands may require additional configuration or setup within your project structure.
 </Note>
+
+
+### 9. API Keys
+
+When running ```crewai create crew``` command, the CLI will first show you the top 5 most common LLM providers and ask you to select one.
+
+Once you've selected an LLM provider, you will be prompted for API keys.
+
+#### Initial API key providers
+
+The CLI will initiallyprompt for API keys for the following services:
+
+* OpenAI
+* Groq
+* Anthropic
+* Google Gemini
+
+When you select a provider, the CLI will prompt you to enter your API key.
+
+#### Other Options
+
+If you select option 6, you will be able to select from a list of LiteLLM supported providers.
+
+When you select a provider, the CLI will prompt you to enter the Key name and the API key.
+
+See the following link for each provider's key name:
+
+* [LiteLLM Providers](https://docs.litellm.ai/docs/providers)
+
+
+

src/crewai/agents/agent_builder/base_agent.py

@@ -1,7 +1,7 @@
 import uuid
 from abc import ABC, abstractmethod
 from copy import copy as shallow_copy
-from hashlib import md5
+from hashlib import sha256
 from typing import Any, Dict, List, Optional, TypeVar
 
 from pydantic import (
@@ -181,7 +181,7 @@ class BaseAgent(ABC, BaseModel):
             self._original_goal or self.goal,
             self._original_backstory or self.backstory,
         ]
-        return md5("|".join(source).encode(), usedforsecurity=False).hexdigest()
+        return sha256("|".join(source).encode()).hexdigest()
 
     @abstractmethod
     def execute_task(

src/crewai/cli/create_crew.py

@@ -1,8 +1,15 @@
 from pathlib import Path
 import click
-from crewai.cli.utils import copy_template,load_env_vars, write_env_file
+from crewai.cli.utils import copy_template, load_env_vars, write_env_file
-from crewai.cli.provider import get_provider_data,  select_provider, select_model, PROVIDERS
+from crewai.cli.provider import (
+    get_provider_data,
+    select_provider,
+    select_model,
+    PROVIDERS,
+)
 from crewai.cli.constants import ENV_VARS
+import sys
+
 
 def create_folder_structure(name, parent_folder=None):
     folder_name = name.replace(" ", "_").replace("-", "_").lower()
@@ -13,11 +20,19 @@ def create_folder_structure(name, parent_folder=None):
     else:
         folder_path = Path(folder_name)
 
-    click.secho(
+    if folder_path.exists():
-        f"Creating {'crew' if parent_folder else 'folder'} {folder_name}...",
+        if not click.confirm(
-        fg="green",
+            f"Folder {folder_name} already exists. Do you want to override it?"
-        bold=True,
+        ):
-    )
+            click.secho("Operation cancelled.", fg="yellow")
+            sys.exit(0)
+        click.secho(f"Overriding folder {folder_name}...", fg="green", bold=True)
+    else:
+        click.secho(
+            f"Creating {'crew' if parent_folder else 'folder'} {folder_name}...",
+            fg="green",
+            bold=True,
+        )
 
     if not folder_path.exists():
         folder_path.mkdir(parents=True)
@@ -26,16 +41,10 @@ def create_folder_structure(name, parent_folder=None):
             (folder_path / "src" / folder_name).mkdir(parents=True)
             (folder_path / "src" / folder_name / "tools").mkdir(parents=True)
             (folder_path / "src" / folder_name / "config").mkdir(parents=True)
-    else:
-        click.secho(
-            f"\tFolder {folder_name} already exists.",
-            fg="yellow",
-        )
 
     return folder_path, folder_name, class_name
 
 
-
 def copy_template_files(folder_path, name, class_name, parent_folder):
     package_dir = Path(__file__).parent
     templates_dir = package_dir / "templates" / "crew"
@@ -54,7 +63,9 @@ def copy_template_files(folder_path, name, class_name, parent_folder):
         dst_file = folder_path / file_name
         copy_template(src_file, dst_file, name, class_name, folder_path.name)
 
-    src_folder = folder_path / "src" / folder_path.name if not parent_folder else folder_path
+    src_folder = (
+        folder_path / "src" / folder_path.name if not parent_folder else folder_path
+    )
 
     for file_name in src_template_files:
         src_file = templates_dir / file_name
@@ -72,33 +83,73 @@ def create_crew(name, parent_folder=None):
     folder_path, folder_name, class_name = create_folder_structure(name, parent_folder)
     env_vars = load_env_vars(folder_path)
 
+    existing_provider = None
+    for provider, env_keys in ENV_VARS.items():
+        if any(key in env_vars for key in env_keys):
+            existing_provider = provider
+            break
+
+    if existing_provider:
+        if not click.confirm(
+            f"Found existing environment variable configuration for {existing_provider.capitalize()}. Do you want to override it?"
+        ):
+            click.secho("Keeping existing provider configuration.", fg="yellow")
+            return
+
     provider_models = get_provider_data()
     if not provider_models:
         return
 
-    selected_provider = select_provider(provider_models)
+    while True:
-    if not selected_provider:
+        selected_provider = select_provider(provider_models)
-        return
+        if selected_provider is None:  # User typed 'q'
-    provider = selected_provider
+            click.secho("Exiting...", fg="yellow")
-
+            sys.exit(0)
-    selected_model = select_model(provider, provider_models)
+        if selected_provider:  # Valid selection
-    if not selected_model:
+            break
-        return
+        click.secho(
-    model = selected_model
+            "No provider selected. Please try again or press 'q' to exit.", fg="red"
-
-    if provider in PROVIDERS:
-        api_key_var = ENV_VARS[provider][0]
-    else:
-        api_key_var = click.prompt(
-            f"Enter the environment variable name for your {provider.capitalize()} API key",
-            type=str
         )
 
-    env_vars = {api_key_var: "YOUR_API_KEY_HERE"}
+    while True:
-    write_env_file(folder_path, env_vars)
+        selected_model = select_model(selected_provider, provider_models)
+        if selected_model is None:  # User typed 'q'
+            click.secho("Exiting...", fg="yellow")
+            sys.exit(0)
+        if selected_model:  # Valid selection
+            break
+        click.secho(
+            "No model selected. Please try again or press 'q' to exit.", fg="red"
+        )
 
-    env_vars['MODEL'] = model
+    if selected_provider in PROVIDERS:
-    click.secho(f"Selected model: {model}", fg="green")
+        api_key_var = ENV_VARS[selected_provider][0]
+    else:
+        api_key_var = click.prompt(
+            f"Enter the environment variable name for your {selected_provider.capitalize()} API key",
+            type=str,
+            default="",
+        )
+
+    api_key_value = ""
+    click.echo(
+        f"Enter your {selected_provider.capitalize()} API key (press Enter to skip): ",
+        nl=False,
+    )
+    try:
+        api_key_value = input()
+    except (KeyboardInterrupt, EOFError):
+        api_key_value = ""
+
+    if api_key_value.strip():
+        env_vars = {api_key_var: api_key_value}
+        write_env_file(folder_path, env_vars)
+        click.secho("API key saved to .env file", fg="green")
+    else:
+        click.secho("No API key provided. Skipping .env file creation.", fg="yellow")
+
+    env_vars["MODEL"] = selected_model
+    click.secho(f"Selected model: {selected_model}", fg="green")
 
     package_dir = Path(__file__).parent
     templates_dir = package_dir / "templates" / "crew"

src/crewai/cli/provider.py

@@ -6,6 +6,8 @@ import click
 from pathlib import Path 
 from crewai.cli.constants import PROVIDERS, MODELS, JSON_URL
 
+
+
 def select_choice(prompt_message, choices):
     """
     Presents a list of choices to the user and prompts them to select one.
@@ -15,20 +17,31 @@ def select_choice(prompt_message, choices):
     - choices (list): A list of options to present to the user.
     
     Returns:
-    - str: The selected choice from the list, or None if the operation is aborted or an invalid selection is made.
+    - str: The selected choice from the list, or None if the user chooses to quit.
     """
+
+    provider_models = get_provider_data()
+    if not provider_models:
+        return
     click.secho(prompt_message, fg="cyan")
     for idx, choice in enumerate(choices, start=1):
         click.secho(f"{idx}. {choice}", fg="cyan")
-    try:
+    click.secho("q. Quit", fg="cyan")
-        selected_index = click.prompt("Enter the number of your choice", type=int) - 1
+    
-    except click.exceptions.Abort:
+    while True:
-        click.secho("Operation aborted by the user.", fg="red")
+        choice = click.prompt("Enter the number of your choice or 'q' to quit", type=str)
-        return None
+        
-    if not (0 <= selected_index < len(choices)):
+        if choice.lower() == 'q':
-        click.secho("Invalid selection.", fg="red")
+            return None
-        return None
+            
-    return choices[selected_index]
+        try:
+            selected_index = int(choice) - 1
+            if 0 <= selected_index < len(choices):
+                return choices[selected_index]
+        except ValueError:
+            pass
+            
+        click.secho("Invalid selection. Please select a number between 1 and 6 or 'q' to quit.", fg="red")
 
 def select_provider(provider_models):
     """
@@ -38,21 +51,22 @@ def select_provider(provider_models):
     - provider_models (dict): A dictionary of provider models.
     
     Returns:
-    - str: The selected provider, or None if the operation is aborted or an invalid selection is made.
+    - str: The selected provider
+    - None: If user explicitly quits
     """
     predefined_providers = [p.lower() for p in PROVIDERS]
     all_providers = sorted(set(predefined_providers + list(provider_models.keys())))
 
     provider = select_choice("Select a provider to set up:", predefined_providers + ['other'])
-    if not provider:
+    if provider is None:  # User typed 'q'
         return None
-    provider = provider.lower()
         
     if provider == 'other':
         provider = select_choice("Select a provider from the full list:", all_providers)
-        if not provider:
+        if provider is None:  # User typed 'q'
             return None
-    return provider
+            
+    return provider.lower() if provider else False
 
 def select_model(provider, provider_models):
     """

src/crewai/crew.py

@@ -4,7 +4,7 @@ import os
 import uuid
 import warnings
 from concurrent.futures import Future
-from hashlib import md5
+from hashlib import sha256
 from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union
 
 from pydantic import (
@@ -388,7 +388,7 @@ class Crew(BaseModel):
         source = [agent.key for agent in self.agents] + [
             task.key for task in self.tasks
         ]
-        return md5("|".join(source).encode(), usedforsecurity=False).hexdigest()
+        return sha256("|".join(source).encode()).hexdigest()
 
     def _setup_from_config(self):
         assert self.config is not None, "Config should not be None."

src/crewai/task.py

@@ -5,7 +5,7 @@ import threading
 import uuid
 from concurrent.futures import Future
 from copy import copy
-from hashlib import md5
+from hashlib import sha256
 from typing import Any, Dict, List, Optional, Set, Tuple, Type, Union
 
 from opentelemetry.trace import Span
@@ -196,7 +196,7 @@ class Task(BaseModel):
         expected_output = self._original_expected_output or self.expected_output
         source = [description, expected_output]
 
-        return md5("|".join(source).encode(), usedforsecurity=False).hexdigest()
+        return sha256("|".join(source).encode()).hexdigest()
 
     def execute_async(
         self,

tests/agents/agent_builder/base_agent_test.py

@@ -1,4 +1,4 @@
-import hashlib
+from hashlib import sha256
 from typing import Any, List, Optional
 
 from crewai.agents.agent_builder.base_agent import BaseAgent
@@ -32,5 +32,5 @@ def test_key():
         goal="test goal",
         backstory="test backstory",
     )
-    hash = hashlib.md5("test role|test goal|test backstory".encode()).hexdigest()
+    hash = sha256("test role|test goal|test backstory".encode()).hexdigest()
     assert agent.key == hash

tests/crew_test.py

@@ -1,6 +1,6 @@
 """Test Agent creation and execution basic functionality."""
 
-import hashlib
+from hashlib import sha256
 import json
 from concurrent.futures import Future
 from unittest import mock
@@ -2328,7 +2328,7 @@ def test_key():
         process=Process.sequential,
         tasks=tasks,
     )
-    hash = hashlib.md5(
+    hash = sha256(
         f"{researcher.key}|{writer.key}|{tasks[0].key}|{tasks[1].key}".encode()
     ).hexdigest()
 
@@ -2368,7 +2368,7 @@ def test_key_with_interpolated_inputs():
         process=Process.sequential,
         tasks=tasks,
     )
-    hash = hashlib.md5(
+    hash = sha256(
         f"{researcher.key}|{writer.key}|{tasks[0].key}|{tasks[1].key}".encode()
     ).hexdigest()
 

tests/task_test.py

@@ -1,6 +1,6 @@
 """Test Agent creation and execution basic functionality."""
 
-import hashlib
+from hashlib import sha256  
 import json
 import os
 from unittest.mock import MagicMock, patch
@@ -819,7 +819,7 @@ def test_key():
         description=original_description,
         expected_output=original_expected_output,
     )
-    hash = hashlib.md5(
+    hash = sha256(
         f"{original_description}|{original_expected_output}".encode()
     ).hexdigest()