Text2Agents

BalanceAI Network
14 min readOct 22, 2024

Revolutionizing Communication: Introducing Text2Agents, The Future of
Conversational Interfaces

In today’s fast-paced digital landscape, effective communication is key to
success. But with the rise of messaging apps and chatbots, it can be
difficult to stand out in a crowded field. That’s why we’re excited to
introduce Text2Agents, a groundbreaking new platform that’s changing the
game when it comes to conversational interfaces.

Text2Agents is more than just another messaging app or chatbot — it’s a
sophisticated system designed to connect humans and AI-powered agents in a seamless, intuitive way. By harnessing the power of natural language
processing (NLP) and machine learning algorithms, Text2Agents enables
users to communicate with virtual agents that are eerily human-like.

In this article, we’ll dive deeper into the world of Text2Agents,
exploring what makes it so innovative and how it’s poised to revolutionize
the way we interact with technology. From customer service to healthcare,
education, and beyond, Text2Agents has the potential to transform entire
industries — and we can’t wait to see where this cutting-edge technology
takes us.

BalanceAI Agents VM is versatile distributed platform to host various types of AI Agents.

In the current version of the platform it can host the following type:

Task-oriented Autonomous Agents

A type of artificial intelligence (AI) that operates independently, making decisions and taking actions to accomplish specific tasks or goals. TOAAs are designed to perform a particular function or set of functions without human intervention or direct control. They operate utilizing LLM (Large Language Model) as a main coordinator.

Key characteristics of Task-Oriented Autonomous Agents:

  1. Autonomy: TOAAs operate independently, making decisions based on their programming, data, and environment.

2. Task-oriented: These agents are designed to accomplish specific
tasks or goals, such as completing a task list, processing customer
requests, or optimizing business processes.

3. Intelligent behavior: TOAAs exhibit intelligent behavior by
learning from experience, adapting to new situations, and making decisions based on their programming and data.

4. Decentralized control: TOAAs do not require human intervention or
direct control; they operate in a decentralized manner, making decisions
and taking actions as needed.

Text2Agents

In order to communicate with the agents and create the tasks BalanceAI has introduced Text2Agents interface.

Text2Agents is used to create agents, describe their roles and tasks.

Below you can see the Text2Agents interface with an example of creating technical analysis expert agent.

You can see that we can purely describe the goal and task description using text prompts.

Once the agent is create the Text2Agents interface allows you to choose one or more agents to run within BalanceAI Agents VM.

Once the agent(s) are running within the BalanceAI Agents VM, they use Text2Agents interface to communicate their state and progress.

Once task(s) are completed agents reply with the result of their actions.

More Agent Example

Financial Analyst — finding stock information using Search Internet tool.

Text2Agent interface for creating Financial Analys agent
Actual Result of the Financial Analyst Search

Example Use Cases

Text2Agents can be used to create various types of agents systems. Some examples:

1. Customer Service: Text2Agents can be used to create chatbots for
customer service, allowing customers to interact with virtual agents to
resolve issues or answer questions about products or services.
2. Healthcare: Virtual agents powered by Text2Agents can assist
patients in scheduling appointments, answering medical questions, or
providing guidance on medication adherence.
3. Education: AI-powered agents can help students with homework
questions, provide study tips, or offer language learning support.
4. Retail: Text2Agents can be used to create virtual shopping
assistants that help customers find products, answer product-related
questions, and even make recommendations based on their preferences.
5. Travel Planning: Virtual travel agents powered by Text2Agents can
assist travelers in planning trips, booking flights and hotels, or
providing information about destinations.

Agent_1 example :

agent_1_input

{
"agent_1": {
"role": "Instagram Market Researcher",
"goal": "Analyze industry trends, competitor activities, and popular hashtags on Instagram. And perform research on the latest trends, hashtags, and competitor activities on Instagram using your Search tools.",
"backstory": "Armed with a keen eye for digital trends and a deep understanding of the Instagram landscape, you excel at uncovering actionable insights from social media data. Your analytical skills are unmatched, providing a solid foundation for strategic decisions in content creation. You are great at identifying the latest trends and the best hashtags for a given campaign.",
"tools": [
"search_instagram",
"search_internet"
],
"task": {
"description": "Investigate the latest trends, hashtags, and competitor activities on Instagram specific to the industry of this Instagram account. Focus on gathering data that reveals what content performs well in the current year, identifying patterns, preferences, and emerging trends. \n\nDescription of the instagram account for which you are doing this research: <INSTAGRAM_ACCOUNT_DESCRIPTION>Ecommerce shop selling phones</INSTAGRAM_ACCOUNT_DESCRIPTION>\nFind the most relevant topics, hashtags and trends to use the the posts for next week. The focus of the following week is the following: <NEXT_WEEK_CONTENT>Example topic</NEXT_WEEK_CONTENT>",
"expected_output": "A report with the most relevant information that you found, including relevant hashtags for this week's content and all other information that could be useful to the team working on content creation."
}
}
}
agent_1_output

{
"agent_1_output": {
"report_title": "Instagram Market Research Report: Phone E-commerce",
"latest_trends": [
"Unboxing videos of new smartphone models",
"5G technology features and benefits",
"Sustainable and eco-friendly phone accessories",
"Comparison of phone camera capabilities",
"Mobile gaming performance reviews"
],
"popular_hashtags": [
"#SmartphoneTech",
"#PhoneDeals",
"#5GRevolution",
"#MobilePhotography",
"#EcoFriendlyTech",
"#UnboxingDay",
"#PhoneAccessories",
"#TechTuesday",
"#MobileGaming",
"#SmartphoneInnovation"
],
"competitor_activities": [
{
"account": "@PhoneTechGuru",
"activity": "Daily tech tips and smartphone hacks"
},
{
"account": "@MobileDealsHQ",
"activity": "Flash sales and exclusive discounts"
},
{
"account": "@EcoPhoneLife",
"activity": "Content on sustainable phone use and recycling"
},
{
"account": "@CameraPhoneExpert",
"activity": "Weekly photography challenges"
},
{
"account": "@5GPhoneReviews",
"activity": "In-depth reviews of 5G-capable phones"
}
],
"content_performance_insights": [
"Short-form video content (15-30 seconds) receives highest engagement",
"Interactive posts (polls, quizzes) about phone preferences drive user participation",
"Behind-the-scenes content of phone testing generates interest",
"User-generated content featuring phone photography performs well",
"Live Q&A sessions about phone features and troubleshooting are popular"
],
"next_week_recommendations": {
"focus_topic": "Example topic",
"content_ideas": [
"Create a series of short videos explaining how the example topic relates to smartphones",
"Develop an infographic comparing different phones' capabilities regarding the example topic",
"Host a live Q&A session with a tech expert to discuss the example topic",
"Launch a user-generated content campaign around the example topic",
"Share daily tips related to the example topic using trending hashtags"
]
},
"additional_insights": [
"Peak engagement times: 12-2 PM and 7-9 PM",
"Growing interest in budget-friendly smartphones with premium features",
"Increased demand for content about phone security and privacy",
"Rising trend of showcasing phones as productivity tools for remote work"
]
}
}

Agent_2 example :

{
"agent_2": {
"role": "Instagram Content Strategist",
"goal": "Develop a content calendar based on market research findings, incorporating trends, optimal posting times, and strategic content themes.",
"backstory": "As a master planner with a creative spirit, you have a talent for envisioning a cohesive content strategy that resonates with audiences. Your expertise in aligning content with brand voice and audience interests has consistently driven engagement and growth.",
"task": {
"description": "Based on the market research findings, develop a comprehensive content calendar for a week. The calendar should specify the theme for each day of the week (from Monday to Sunday) where some content should be posted, and preliminary ideas for post content. For now, focus on a three-day content calendar, including the most relevant keywords and hashtags to use in each post.",
"expected_output": "A detailed week-long content calendar, formatted as markdown, that includes days of the week (from monday to friday), a brief overview of content ideas, and the most relevant keywords and hashtags to use in each post. Ensure the calendar aligns with the identified trends and audience preferences."
}
}
}
agent_2_sequence
agent_2_output

{
"agent_2_output": {
"content_calendar": {
"monday": {
"theme": "Tech Tip Tuesday",
"post_idea": "Share a lesser-known feature of the latest smartphone model",
"content_type": "Short video tutorial",
"keywords": ["smartphone feature", "tech tip", "mobile hack"],
"hashtags": ["#TechTipTuesday", "#SmartphoneTricks", "#MobileHacks"]
},
"wednesday": {
"theme": "Unboxing Wednesday",
"post_idea": "Unbox and showcase a new eco-friendly phone accessory",
"content_type": "Reels video",
"keywords": ["unboxing", "eco-friendly", "phone accessory"],
"hashtags": ["#UnboxingWednesday", "#EcoFriendlyTech", "#PhoneAccessories"]
},
"friday": {
"theme": "Photo Friday",
"post_idea": "Host a user-generated content contest for best phone photography",
"content_type": "Carousel post with contest details",
"keywords": ["phone photography", "user contest", "mobile camera"],
"hashtags": ["#PhotoFriday", "#MobilePhotography", "#PhoneCameraContest"]
}
},
"posting_times": {
"monday": "12:30 PM",
"wednesday": "5:00 PM",
"friday": "6:30 PM"
},
"content_strategy_notes": [
"Align posts with current 5G and eco-friendly tech trends",
"Encourage user interaction through contests and questions",
"Showcase product features through engaging visual content",
"Utilize a mix of educational and promotional content",
"Leverage user-generated content to boost engagement"
]
}
}




Agent_3 example :

{
"agent_3": {
"role": "Instagram Visual Creator",
"goal": "Generate a detailed description of the images that will be used in the instagram account during the current week tailored to the content strategy.",
"backstory": "Merging creativity with technology, you use words to bring visions to life. You are great at crafting a detailed image description that can be used as a prompt for an AI-image generator. Your descriptions are more than just images; they tell stories, evoke emotions, and capture the essence of the brand, setting the visual tone for the Instagram feed.",
"task": {
"description": "Based on the content strategy for each Instagram post, create the the visual art that will be published on Instagram on each day of the week. To do that, you will need to create a detailed description of the image that you will use for each day. The descriptions that you will use need to be detailed, yet concise, and should include the main elements that should be present in the image. Describe the colors, the objects, the mood, and any other relevant information that you think is important for the image to be created.\nHere are some examples of the descriptions that you could use: - A realistic image of a living room with a modern design. The room should have a large window with a view of a cityscape. The color palette should be neutral, with a pop of color in the form of a red sofa. The room should be well-lit, with a cozy and inviting atmosphere. - A minimalist image of a desk with a laptop, a notebook, and a cup of coffee. The desk should be made of light wood, and the background should be a plain white wall. The image should convey a sense of focus and productivity. - A vibrant image of a tropical beach at sunset. The beach should be deserted, with palm trees swaying in the wind. The sky should be a mix of warm colors, with the sun setting on the horizon. The image should evoke a sense of relaxation and tranquility.",
"expected_output": "A markdown document with detailed descriptions of the images that will be used for each Instagram post of the week. Each description should be concise and include the main elements, colors, mood, and any other relevant information that will guide the creation of the image. The descriptions should align with the content calendar and the identified trends."
}
}
}
{
"agent_3_output": {
"image_descriptions": [
{
"day": "Monday",
"theme": "Tech Tip Tuesday",
"description": "A close-up shot of a smartphone screen displaying a hidden feature. The phone should be a sleek, modern model in matte black. The screen should be brightly lit, showing a unique settings menu or app interface. A human hand, partially visible, should be pointing to the specific feature. The background should be slightly out of focus, with soft, cool tones (blues and greys) to emphasize the tech theme. Lighting should be crisp and clear, giving a sense of clarity and innovation."
},
{
"day": "Wednesday",
"theme": "Unboxing Wednesday",
"description": "An overhead view of an eco-friendly phone accessory being unboxed. The accessory (e.g., a bamboo phone case or recycled plastic earbuds) should be partially revealed from its packaging. The packaging should be visibly made of recycled materials, with earth-tone colors and nature-inspired designs. Surrounding the main subject, arrange elements that emphasize sustainability: a small plant, a recycling symbol, or a 'green' certification logo. Use natural, warm lighting to create an inviting and eco-conscious atmosphere. The background should be a light, natural wood surface to complement the eco-friendly theme."
},
{
"day": "Friday",
"theme": "Photo Friday",
"description": "A dynamic collage showcasing diverse phone photography styles. The image should be divided into 4-6 sections, each displaying a different photo taken with a smartphone. Include landscapes, portraits, macro shots, and night photography to demonstrate versatility. Use vibrant, contrasting colors across the different sections to create visual interest. In the center, overlay a smartphone frame to emphasize mobile photography. Add subtle elements like camera icons or photography-related text to reinforce the theme. The overall mood should be inspiring and creative, encouraging user participation in the contest."
}
],
"visual_strategy_notes": [
"Maintain consistent color schemes that align with brand identity",
"Use high-quality, crisp images to showcase product features",
"Incorporate user-generated content in future visuals to boost engagement",
"Ensure all images are optimized for mobile viewing",
"Include subtle branding elements in each image for brand recognition"
]
}
}

Agent_4 example :

{
"agent_4": {
"role": "Instagram Copywriter",
"goal": "Craft engaging and relevant copy for each Instagram post, complementing the visual content and adhering to the strategic content themes.",
"backstory": "With a flair for storytelling and a persuasive pen, you create narratives that captivate and engage the audience. Your words are the bridge between the brand and its followers, embodying the brand's voice in every caption and call to action. Your writing is not only engaging, but also it incorporates all the SEO techniques, such as seamlessly using top keywords given to you and adding the best hashtags that are trending at the moment.",
"task": {
"description": "Write captivating and relevant copy for each Instagram post of the week, aligning to the strategic themes of the content calendar. The copy should engage theaudience, embody the brand's voice, and encourage interaction. The copy should also be SEO-friendly and incorporate the relevant keywords and hashtags contained in the content schedule. \nConsider the following guidelines when writing the copy: - Keep the copy concise and engaging. - Include a call to action where appropriate. - Use relevant keywords and hashtags. - Ensure the copy aligns with the brand's voice and tone.\nHere are some examples of the copy that you could use: - \"Hello everyone! :heart: We're excited to share our latest collection with you. Check out our website for more details. #newcollection #fashion #style\" - \"Happy Monday! :sunflower: Start your week right with our delicious smoothies. Visit our store today! #smoothies #healthyliving #mondaymotivation\" - \"Feeling stressed? :massage: Treat yourself to a relaxing spa day. Book now and unwind in luxury. #spaday #relaxation #selfcare\"",
"expected_output": "A document formatted as markdown, with several sections. Each section should contain the copy for a single Instagram post, along with the relevant hashtags and calls to action. The copy should be engaging, on-brand, and aligned with the content calendar."
}
}
}
{
"agent_4_output": {
"instagram_posts": [
{
"day": "Monday",
"theme": "Tech Tip Tuesday",
"copy": "Unlock the hidden potential of your smartphone! Our latest model has a game-changing feature that will revolutionize how you use your device. Can you guess what it is? �\n\nSwipe to reveal the secret, and drop a � in the comments if you've already discovered this trick!\n\n#TechTipTuesday #SmartphoneSecrets #InnovativeTech #MobileHacks",
"call_to_action": "Swipe to see the feature and comment your thoughts!",
"keywords": ["smartphone feature", "tech tip", "mobile hack"],
"hashtags": ["#TechTipTuesday", "#SmartphoneSecrets", "#InnovativeTech", "#MobileHacks"]
},
{
"day": "Wednesday",
"theme": "Unboxing Wednesday",
"copy": " Unboxing something special today! We're thrilled to introduce our new eco-friendly phone accessory that doesn't just protect your device – it protects our planet too! �♻️\n\nMade from sustainable materials, this accessory is a small step towards a greener future. Ready to make a difference?\n\n#UnboxingWednesday #EcoFriendlyTech #SustainableLiving #GreenGadgets",
"call_to_action": "Tap the link in our bio to get yours now!",
"keywords": ["unboxing", "eco-friendly", "phone accessory"],
"hashtags": ["#UnboxingWednesday", "#EcoFriendlyTech", "#SustainableLiving", "#GreenGadgets"]
},
{
"day": "Friday",
"theme": "Photo Friday",
"copy": "Calling all photography enthusiasts! It's time to showcase your talent in our #PhoneCameraContest! �\n\nCapture the world through your smartphone lens and share your best shot. Whether it's a stunning landscape, a candid portrait, or a macro marvel, we want to see your creativity!\n\nTo enter:\n1️⃣ Follow us\n2️⃣ Post your best phone photo\n3️⃣ Use #PhoneCameraContest\n\nThe winner gets our latest smartphone! �✨\n\n#PhotoFriday #MobilePhotography #SmartphoneSnaps",
"call_to_action": "Share your best phone photo and enter our contest!",
"keywords": ["phone photography", "user contest", "mobile camera"],
"hashtags": ["#PhotoFriday", "#MobilePhotography", "#PhoneCameraContest", "#SmartphoneSnaps"]
}
],
"copywriting_strategy_notes": [
"Use emojis strategically to increase engagement and visual appeal",
"Incorporate questions and calls-to-action to encourage user interaction",
"Highlight product features and benefits in an engaging, conversational tone",
"Use a mix of popular and niche hashtags to maximize reach",
"Align copy with current trends in mobile technology and sustainability"
]
}
}

Disclaimer:

Any analysis, information or explanation we give to you about operations and performance on your trading account is not intended to be and should not be considered as advice. We do not provide investment, financial, legal or tax advice, especially we do not provide advice to conclude any transactions. This tool shall only analyse your trades, explain how it works, what is the trend, what is the possible risk etc. If you decide to use the information provided at the service, you do so at your own discretion and risk. The decision to conclude any transaction, including buying, selling, trading in securities or any other investments rest solely on you. Any trading or investment transactions involve a risk of substantial loses and shall be made based on the personalised investment advice of qualified financial professionals. We are not liable for any loss or damage that you, or any other person or entity incurs, as a result of any trading or investment transactions based on any information provided at the service.

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