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#1	---
#2	title: Content Creation Workflow
#3	description: "Store voice guidelines once and apply them across every draft."
#4	---
#5
#6
#7	This guide demonstrates how to leverage Mem0 to streamline content writing by applying your unique writing style and preferences using persistent memory.
#8
#9	## Why Use Mem0?
#10
#11	Integrating Mem0 into your writing workflow helps you:
#12
#13	1. Store persistent writing preferences ensuring consistent tone, formatting, and structure.
#14	2. Automate content refinement by retrieving preferences when rewriting or reviewing content.
#15	3. Scale your writing style so it applies consistently across multiple documents or sessions.
#16
#17	## Setup
#18
#19	```python
#20	import os
#21	from openai import OpenAI
#22	from mem0 import MemoryClient
#23
#24	os.environ["MEM0_API_KEY"] = "your-mem0-api-key"
#25	os.environ["OPENAI_API_KEY"] = "your-openai-api-key"
#26
#27
#28	# Set up Mem0 and OpenAI client
#29	client = MemoryClient()
#30	openai = OpenAI()
#31
#32	USER_ID = "content_writer"
#33	RUN_ID = "smart_editing_session"
#34	```
#35
#36	## Storing Your Writing Preferences in Mem0
#37
#38	```python
#39	def store_writing_preferences():
#40	"""Store your writing preferences in Mem0."""
#41
#42	preferences = """My writing preferences:
#43	1. Use headings and sub-headings for structure.
#44	2. Keep paragraphs concise (8–10 sentences max).
#45	3. Incorporate specific numbers and statistics.
#46	4. Provide concrete examples.
#47	5. Use bullet points for clarity.
#48	6. Avoid jargon and buzzwords."""
#49
#50	messages = [
#51	{"role": "user", "content": "Here are my writing style preferences."},
#52	{"role": "assistant", "content": preferences}
#53	]
#54
#55	response = client.add(
#56	messages,
#57	user_id=USER_ID,
#58	run_id=RUN_ID,
#59	metadata={"type": "preferences", "category": "writing_style"}
#60	)
#61
#62	return response
#63	```
#64
#65	## Editing Content Using Stored Preferences
#66
#67	```python
#68	def apply_writing_style(original_content):
#69	"""Use preferences stored in Mem0 to guide content rewriting."""
#70
#71	results = client.search(
#72	query="What are my writing style preferences?",
#73	filters={
#74	"AND": [
#75	{"user_id": USER_ID},
#76	{"run_id": RUN_ID}
#77	]
#78	}
#79	)
#80
#81	if not results:
#82	print("No preferences found.")
#83	return None
#84
#85	preferences = "\n".join(r["memory"] for r in results.get('results', []))
#86
#87	system_prompt = f"""
#88	You are a writing assistant.
#89
#90	Apply the following writing style preferences to improve the user's content:
#91
#92	Preferences:
#93	{preferences}
#94	"""
#95
#96	messages = [
#97	{"role": "system", "content": system_prompt},
#98	{"role": "user", "content": f"""Original Content:
#99	{original_content}"""}
#100	]
#101
#102	response = openai.chat.completions.create(
#103	model="gpt-4.1-nano-2025-04-14",
#104	messages=messages
#105	)
#106	clean_response = response.choices[0].message.content.strip()
#107
#108	return clean_response
#109	```
#110
#111	## Complete Workflow: Content Editing
#112
#113	```python
#114	def content_writing_workflow(content):
#115	"""Automated workflow for editing a document based on writing preferences."""
#116
#117	# Store writing preferences (if not already stored)
#118	store_writing_preferences() # Ideally done once, or with a conditional check
#119
#120	# Edit the document with Mem0 preferences
#121	edited_content = apply_writing_style(content)
#122
#123	if not edited_content:
#124	return "Failed to edit document."
#125
#126	# Display results
#127	print("\n=== ORIGINAL DOCUMENT ===\n")
#128	print(content)
#129
#130	print("\n=== EDITED DOCUMENT ===\n")
#131	print(edited_content)
#132
#133	return edited_content
#134	```
#135
#136	## Example Usage
#137
#138	```python
#139	# Define your document
#140	original_content = """Project Proposal
#141
#142	The following proposal outlines our strategy for the Q3 marketing campaign.
#143	We believe this approach will significantly increase our market share.
#144
#145	Increase brand awareness
#146	Boost sales by 15%
#147	Expand our social media following
#148
#149	We plan to launch the campaign in July and continue through September.
#150	"""
#151
#152	# Run the workflow
#153	result = content_writing_workflow(original_content)
#154	```
#155
#156	## Expected Output
#157
#158	Your document will be transformed into a structured, well-formatted version based on your preferences.
#159
#160	### Original Document
#161	```
#162	Project Proposal
#163
#164	The following proposal outlines our strategy for the Q3 marketing campaign.
#165	We believe this approach will significantly increase our market share.
#166
#167	Increase brand awareness
#168	Boost sales by 15%
#169	Expand our social media following
#170
#171	We plan to launch the campaign in July and continue through September.
#172	```
#173
#174	### Edited Document
#175
#176	```
#177	# Project Proposal
#178
#179	## Q3 Marketing Campaign Strategy
#180
#181	This proposal outlines our strategy for the Q3 marketing campaign. We aim to significantly increase our market share with this approach.
#182
#183	### Objectives
#184
#185	- Increase Brand Awareness: Implement targeted advertising and community engagement to enhance visibility.
#186	- Boost Sales by 15%: Increase sales by 15% compared to Q2 figures.
#187	- Expand Social Media Following: Grow our social media audience by 20%.
#188
#189	### Timeline
#190
#191	- Launch Date: July
#192	- Duration: July – September
#193
#194	### Key Actions
#195
#196	- Targeted Advertising: Utilize platforms like Google Ads and Facebook to reach specific demographics.
#197	- Community Engagement: Host webinars and live Q&A sessions.
#198	- Content Creation: Produce engaging videos and infographics.
#199
#200	### Supporting Data
#201
#202	- Previous Campaign Success: Our Q2 campaign increased sales by 12%. We will refine similar strategies for Q3.
#203	- Social Media Growth: Last year, our Instagram followers grew by 25% during a similar campaign.
#204
#205	### Conclusion
#206
#207	We believe this strategy will effectively increase our market share. To achieve these goals, we need your support and collaboration. Let’s work together to make this campaign a success. Please review the proposal and provide your feedback by the end of the week.
#208	```
#209
#210	Mem0 enables a seamless, intelligent content-writing workflow, perfect for content creators, marketers, and technical writers looking to scale their personal tone and structure across work.
#211
#212	---
#213
#214	<CardGroup cols={2}>
#215	<Card title="Control Memory Ingestion" icon="filter" href="/cookbooks/essentials/controlling-memory-ingestion">
#216	Filter and curate content examples to maintain consistent writing style.
#217	</Card>
#218	<Card title="Email Automation with Mem0" icon="envelope" href="/cookbooks/operations/email-automation">
#219	Automate email drafting with memory-powered context and tone matching.
#220	</Card>
#221	</CardGroup>
#222

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