Bot for parsing and posting

Budget: 10000 UAH Deadline: 1 day

✋ Hello! We are the IT company dZENcode.

We are implementing a Telegram bot aggregator in Python: parsing channels (Telethon/Pyrogram), filtering ads, rewriting through GPT-4o/Gemini in Ukrainian, moderation through an admin bot, logging and notifications, based on the team's experience, best practices, and our own developments.

Please specify the list of sources: channels and RSS feeds?
Is there a style guide and formatting for posts?

You can find detailed information about our services and rates in the profile: Freelancehunt
Take a look – we will discuss the details of the work further, write when you are ready.
The final cost is determined only after clarifying the volume and requirements.

___________________
Sincerely,
Manager dZENcode

Our strengths:
💎 10+ years providing IT services: Outsourcing, Outstaffing
🔥 90+ in-house specialists
🚀 Projects "from scratch" and for support
⚙️ SLA and post-production support
✅ Contract with the company, guaranteed results!
🔥 250+ public reviews since 2015. Expand

Budget: 4000 UAH Deadline: 3 days

Angelika, you have not just a bot, but a complete content conveyor: collection, filtering, rewriting, moderation, and publication. This is exactly how it should be built — so that the editor sees a ready post, not raw text. I can assemble this on Telethon/Pyrogram + AI API, with Ukrainian rewriting, media processing, buttons for the admin, logging, and notifications about failures. I have experience with Telegram bots and automation, so I will quickly bring it to stable operation. I am ready to discuss the logic of moderation and channel management.

Budget: 14000 UAH Deadline: 10 days

Good day.

I am interested in your project. This is a full-fledged content automation system: gathering posts from Telegram/RSS, AI rewriting in Ukrainian, moderation through an admin bot, and publication in the main channel.

I can implement this in Python using Telethon/Pyrogram, OpenAI or Gemini, as well as a separate admin workflow for checking posts before publication.

What I can do:

* parsing 2–3 sources
* processing text and media * filtering advertising posts
* AI rewriting in the style of the channel
* adding footer
* moderation through buttons: publish / edit / reject
* logging and error notifications
* managing sources and administrators

Preliminary estimate:

* timeline: 5–10 working days
* budget: starting from 300 USD, depending on the details of the first version

I am ready to discuss sources, moderation format, and the final scope of functionality.

Best regards,
Mykhailo Expand

Budget: 22000 UAH Deadline: 7 days

Hello! I am the project manager of Business Atlas. I have reviewed your technical specifications — this is a classic task for building an autonomous ecosystem, and we can implement it much more stably and quickly than through traditional coding in Python. My experience shows that for such media projects, the combination of n8n + Telegram API is ideal, as it allows for easy scaling of the number of sources and flexible changes to the AI rewriting logic without rewriting the entire bot.

How we will implement your project:
• Module A (Collection): Instead of complex UserBot scripts, we will use stable gateways for monitoring Telegram and RSS. The system will "catch" posts in real-time and filter out advertisements.
• Module B (AI Rewrite): We will connect GPT-4o or Claude 3.5. We will set up a system prompt for your "leadership" style and automatic translation into Ukrainian.
• Module C (Admin Panel): We will create a user-friendly interface in Telegram for the editor with buttons (Publish/Edit/Reject). Editing will take place directly in the chat — very convenient for working "on the go."
• Additional functionality: We will implement error logging in a separate tech channel and monitor API balance through automatic requests to the OpenAI/Google dashboard.

Why our solution is better than custom code:
1. Speed: You will receive a ready-made system in 5–7 days. 2. Visualization: You will see how each post moves through the workflow.
3. Flexibility: Adding a new source or changing the rewriting style can be done in 2 minutes without involving a programmer.
4. Stability: Low-code solutions are less likely to "crash" due to library updates.

Estimated terms:
• Cost: $500 – $800 (depending on the complexity of channel management logic).
• Deadline: 5–7 working days.

Do you already have prepared examples of texts "before" and "after," so we can perfectly adjust the AI's tone of voice? Expand

Budget: 5000 UAH Deadline: 5 days

Have you already thought about automating news? I am ready to help with a bot-aggregator that will ease the routine and improve the quality of your channel's content. Using Telethon or Pyrogram, I will ensure reliable parsing, while OpenAI or Google Gemini will guarantee professional rewriting into Ukrainian. I know how important it is to adhere to a "leadership" style and structuring. With many years of experience in developing automated systems, I am confident in the success of the project. I look forward to the start of our collaboration!

Budget: 2500 UAH Deadline: 3 days

👋 Good day!
Your project "Bot-aggregator" looks very interesting and fully aligns with my specialization in Telegram bots and content automation. I can create a system that will collect news, rewrite it using AI, and publish it in the main channel after moderation by an editor.

👨💻 What I will implement:
• Parsing (Collector): monitoring Telegram channels and RSS feeds in real-time (Telethon/Pyrogram), intercepting text and media, filtering out advertisements.
• Rewrite and AI (Processor): integration with OpenAI GPT-4o or Google Gemini, complete rewriting of text in Ukrainian in a style that is "concise, authoritative, leadership," formatting of headings and lists.
• Post formation: automatic addition of a footer with links to social media.
• Verification (Admin Workflow): the post is sent to the admin bot, the editor can ✅ Publish, ✏️ Edit, or ❌ Reject.
• Additionally: error logging, management of sources and administrators, notifications about failures and balance of the AI account.
💡 The system will be stable, convenient for editors, and ready for real use. All processes are automated, and content control will remain in your hands. Expand

Budget: 5000 UAH Deadline: 5 days

Hello, Angelica!

I have experience in developing complex asynchronous Telegram systems in Python (aiogram). Your project is very interesting to me as it combines data parsing, analytics using AI, and building a clear moderation logic.

How I will implement your project:

Collection: I will use Pyrogram for stable real-time content interception. I will set up ad filtering according to your criteria.

Processing (AI): I will integrate Google Gemini API for quality rewriting in Ukrainian. I will configure the prompt to maintain a "leadership" tone.
Management: I will create a user-friendly interface for the editor with inline buttons (Publish/Edit/Reject).

Reliability: I will use an SQLite database to store the queue of posts and action history.

I am studying "Cybersecurity," so I guarantee the security of your API keys and data confidentiality. I am ready to provide a link to my GitHub with examples of my bots' architecture.

Let's discuss the details and get started! Expand

Budget: 1000 UAH Deadline: 3 days

Good day!
🛠 I professionally develop Telegram bots and web applications in Python. I am ready to implement a turnkey aggregator bot for you with parsing, AI rewriting, moderation, and full deployment on the server.
I have practical experience integrating with OpenAI, Google Gemini API, as well as Telethon and Pyrogram.
💬 Write to me in private messages - we will discuss the details, functionality, and optimal implementation format.

Budget: 5500 UAH Deadline: 8 days

Good day. I have experience in developing Telegram bots and working with APIs (Telethon/Pyrogram, OpenAI/Gemini). I can implement an automation system: parsing channels/RSS, rewriting text through AI in Ukrainian, generating posts, moderation through an admin bot (publish/edit/reject), as well as adding logging, managing channels and administrators, and error notifications. The estimated development time is **7–12 days**. I am ready to discuss the details and start working. 🙂

Budget: 8000 UAH Deadline: 7 days

Hello.

I can implement a bot for a complete cycle:
- collecting posts from sources along with media;
- AI rewriting in Ukrainian;
- adding a footer;
- approval through an admin bot;
- publishing to the channel;
- logging, managing sources, and basic alerts.
I see the approach as follows:
1. We agree on the types of sources: Telegram, website, RSS, or a mixed option.
2. We create an ingestion layer that preserves text, media, and metadata.
3. We add AI processing and a templated footer.
4. We connect the admin bot with actions Publish / Edit / Reject.
5. We set up logging, a list of sources, and failure notifications.

I have relevant experience with Telegram bot workflows, webhook/polling, admin flow, AI content processing, structured JSON, and server-side logic.

To start accurately, we need to clarify:
- which specific sources we are parsing;
- how many sources in the first stage;
- where exactly we are publishing;
- whether manual text editing is needed before posting;
- what alerts are required in the first version.

I can start immediately after clarifying the sources and the final moderation scenario. Expand

Budget: 4000 UAH Deadline: 3 days

Good day, it is possible to notify about the completion of the balance. Since I just registered on the freelance platform, I can do this work quite cheaply, for the sake of my rating. I already have similar experience in filtering posts from a channel and creating a bot in Telegram as an AI tool; combining these two stacks will not be difficult for me. I know how to work with Telethon; I am like a fish in water with it. I will start working as soon as you write back.

Budget: 1000 UAH Deadline: 2 days

Hello, Anzhelika!
I can complete your project with all your features!
I will be happy to collaborate!
Feel free to reach out!

Budget: 2950 UAH Deadline: 5 days

Hello! I am interested in your project. I have previously implemented a similar system for intercepting and rewriting news for my own Telegram channel, so I can develop a solution fully in accordance with your technical specifications.

I also have significant experience in the following areas:

📊 Data processing — working with databases, structuring and analyzing information, automating the processing of large volumes of data, data import/export and validation.
🤖 Automation and emulation of user actions — developing bots of various complexity, automating routine processes.
⚡️ Asynchronous and multithreaded parsing — collecting and processing data with performance and speed optimization.
🔍 OCR and text search — recognizing text from images and subsequent structuring.
🖼 Media processing — working with images and multimedia content.
🖥 Software development — creating desktop applications, system services, and daemons. 📱 Mobile development — creating native and cross-platform applications.
🌐 Working with APIs and third-party services — integration, automation, and data exchange between systems.
🗣 Translation and text processing — automating translation, working with language models and text analytics.
🤖 AI/LLM solutions — implementing and using artificial intelligence, working with language models and automating intelligent processes.

I guarantee quality and prompt execution of the work. I would be happy to discuss the project details, timelines, and propose an optimal solution — please contact me! Expand

Budget: 3000 UAH Deadline: 7 days

Hello!
I can implement this entire Bot-aggregator on n8n (with memory and AI-agent).
What will result:
Real-time monitoring of 2–3 Telegram channels (through community nodes like Telepilot / MTProto or webhook + Python wrapper).
Automatic rewriting into Ukrainian via GPT-4o (or Gemini) in a concise leadership style + formatting.
Adding a footer, filtering ads.
Sending for admin review with inline buttons: ✅ Publish / ✏️ Edit / ❌ Reject.
Error logs, source management, notifications about failures and API balance.
Details needed:
— links to sources (channels + RSS if available) — examples of tone of voice (1–2 posts)
— who will be the admin and how often to check
When is it convenient to discuss the project? Expand

Budget: 10000 UAH Deadline: 10 days

hello
I have done similar projects, I can take it on
I can do it for 10k UAH
write to me

Budget: 13000 UAH Deadline: 7 days

Good day. I am engaged in the development of Telegram bots and automation systems of varying complexity (from parsers to complex admin panels on AI). I have experience specifically in creating content aggregators, so I understand the architectural nuances of such projects.

On the technical side:
- Parsing: I will use Pyrogram for real-time channel monitoring. This is more reliable than regular scripts, as it allows for proper handling of media groups (albums) and avoids flood waits.
- AI processor: I will set up a system prompt for GPT-4o / Gemini to maintain the necessary style without bureaucratic language. The language will be exclusively Ukrainian, with automatic structuring (headings, lists).
- Moderation: I will implement the admin panel on aiogram 3.x. The editing mode will be done through FSM (waiting state for text), so you can make edits directly in the chat without switching to external interfaces.
- Management: SQLite database for storing the list of channels, admins, and settings. This will allow you to scale the system independently without code modifications.

I am ready to discuss the details of ad filtering (what criteria, besides links, we use to filter out posts) and start implementation.

Budget: 6000 UAH Deadline: 3 days

Good day, I have reviewed the technical specifications. The implementation is clear, I can qualitatively create such a bot in Python: parsing, AI rewriting, moderation through an admin bot, and auto-posting. I am ready to discuss the details.

Budget: 12000 UAH Deadline: 10 days

👋 Angelica, hello!
We create chatbots for Telegram, Instagram, Facebook, WhatsApp that automate sales, answer questions, and collect customer data.
They work 24/7, do not get tired, and do not forget to ask clarifying questions.

We integrate bots with CRM, payment systems, and analytics so you can see the complete picture of customer interactions and manage the process without overloading the team.

We are AnnaKonda Digital AI — a team of digital specialists that combines marketing, design, and automation. We work as a partner, not a contractor: we analyze the business, look for growth points, and offer solutions that really work.

💬 We would be happy to discuss your project in private messages and offer the best strategic solution just for you!

Budget: 10000 UAH Deadline: 10 days

Hello, Angelica!

I am a Python developer, and your project is exactly the kind of case where I want to roll up my sleeves and make everything beautiful! The idea of a bot-aggregator, AI rewriting, and a convenient admin flow sounds completely feasible. And I can help make it happen!

1. I work with Telethon/Pyrogram and can parse both open and closed channels. If the sources are open, we use powerful libraries and achieve speed. If they are closed, I will write my own neat parser; I have experience with this approach as well.

2. Everything is also in order with AI: we can test GPT-4, Gemini, Claude, or free models, compare style, quality of rewriting, and choose the perfect option for your channel. The Ukrainian language and a concise leadership tone — we will make it easy to read and look professional.

3. Additional functionality: An admin bot with channel management, administrator management, error logging, and failure notifications — I will implement it in a convenient format. If you want a beautiful dashboard, I can involve full-stack colleagues and create a web panel. VPS, Docker, deployment, logs, monitoring — I will set everything up turnkey (I have DevOps experience).
My profile on the platform is still new, so I would be happy to offer an additional 5% discount so we can start our collaboration faster and you can assess the quality of my work.

I would be glad to discuss the details — we will implement everything neatly, reliably, and with a good mood :) Expand

Budget: 10000 UAH Deadline: 7 days

Greetings! The project is completely clear, and the task is manageable. I have experience building similar pipelines, where not just forwarding is important, but quality content processing.

Here’s how I propose to implement the project for stable operation:

Reliable parsing: We will use Telethon or Pyrogram. This will allow the bot to "listen" to channels in real-time and instantly capture posts with any media files.

Smart filtering: We will set up a flexible filter for stop words and links, so that only targeted news, and not advertising integrations, reach the admin panel.

Quality AI rewriting: We will integrate GPT-4 with a detailed system prompt. This will ensure a "leadership" style in the Ukrainian language and proper formatting (bold headings, lists), rather than just machine translation.
User-friendly admin panel: We will implement an intuitive interface with buttons (Publish / Edit / Reject), so moderation takes seconds.

Control and logs: We will add a notification system for critical errors and API balance, so the bot does not "crash" at the most inconvenient moment.
I write clean, maintainable code in Python. I am ready to discuss the details and start creating the project structure. Expand

Budget: 4500 UAH Deadline: 3 days

Hello!
I can implement a bot. I have done similar solutions with parsing Telegram, AI processing, and moderation.

How it will be built:
- real-time channel monitoring
- collection of text, photos, videos
- advertisement filter
- complete AI rewrite in Ukrainian
- formatting
- formatting of the finished post
Deadline: 3-5 days.
I can do it with scalability (adding new sources, languages, channels). Expand

Budget: 7777 UAH Deadline: 7 days

Hello, I have experience in developing similar functionality (grabbing and editing). Write to me in private, we will discuss.

Budget: 4400 UAH Deadline: 1 day

Hello. I have a great offer for you. I have a ready product. We can discuss it with you and decide if I can help you. Please reach out.

Budget: 12000 UAH Deadline: 5 days

Hello.

I am ready to develop a content automation system for Telegram.

What will be implemented:
— parsing posts from Telegram channels and RSS
— filtering advertising publications
— AI rewriting of text into Ukrainian
— moderation interface for the editor
— publishing posts to the main channel — logging system and notifications about failures

Technologies: Python, Telethon, aiogram, OpenAI API.

Development time: 5–7 days.
Cost: $300.

After completion, I will provide instructions for launching and supporting the bot. Expand

Budget: 5000 UAH Deadline: 7 days

Hello! I have studied the project brief, everything is clear, and the task is interesting. I can implement the project using Python + PostgreSQL + aiogram.

Content collection: I will use the Telethon library. This will allow us to retrieve posts (text + media) from the necessary channels in real-time through UserBot.

Neural network: We will connect Google Gemini 1.5 Flash. It currently writes excellently in Ukrainian and is very fast. Plus, it has a free plan, so there will be almost no expenses on the API.

Storage and management: We will save all posts in the Postgres database. You will not need to constantly check it — the bot will send a notification as soon as a new post is ready.

Admin panel: I will create buttons in the chat with the bot: "Publish," "Delete," or "Edit." If something needs to be corrected, just send the bot the new text in response, and it will update the post.
If everything is satisfactory, we can discuss the details. Expand

Budget: 10000 UAH Deadline: 2 days

Hello! I can implement it. Write to me privately to discuss all the details. I will be glad to cooperate!

Budget: 20000 UAH Deadline: 10 days

Good day! I have extensive experience in developing Telegram bots and working with various APIs. I promise to complete the work quickly and efficiently. I will host the bot and promise to always be in touch and support the project in the future. Write to me, I will be happy to collaborate :)

Budget: 4500 UAH Deadline: 3 days

Hello

The scheme that I can propose (I have already used it in a project) is a cron job to run a news scanner every N hours >> NewsApi with a filter for the news category you specify >> sending the collected news to LLM (openaiAPI) >> publication.

Portfolio (there is no project here where I applied such a scheme)
Google Drive

Budget: 5000 UAH Deadline: 10 days

Good day!

I have strong experience in developing Telegram bots, parsers, AI content processing, and admin logic. Such a project is clear to me in terms of architecture, and I can implement it reliably, taking into account future scaling.

Budget: 4000 UAH Deadline: 3 days

Hello! I have experience = I can implement such a bot!!!!!!!!!!
Contact me!!!!!!!!!!!!

Budget: 15000 UAH Deadline: 5 days

Good day.

My name is Oleksiy. I am a Full-Stack developer with experience in developing Telegram bots, parsing, and integration with AI.

I can implement a stable system for collecting, processing, and publishing content with admin moderation and all necessary logic.

After completion, I will also assist with deployment on the server.

I am ready to discuss the details.

Budget: 15000 UAH Deadline: 3 days

Hello, Angelica!

We have a ready production project on this stack — a content automation system: parsing Telegram channels (Telethon) → AI rewrite (Claude API) → moderation through an admin bot with buttons → publication in the target channel. It operates daily in automatic mode.

Your project is essentially an adaptation of an already functioning solution: we add your source channels, configure the tone of voice, connect the footer, and filter advertisements. The moderation module (✅/✏️/❌) is already implemented.

The first working prototype will be ready on the 2nd day. Full delivery with logging, channel management, and notifications will take 3 days.

One clarification: is the third source an RSS or a Telegram channel? This determines whether a separate RSS parser is needed.
The FlipFactory Team Expand

Budget: 3000 UAH Deadline: 4 days

Hello!

I am interested in your project. I have experience in developing Telegram bots, automating content processes, integrating AI APIs, and building admin logic with moderation, so the task is completely clear.

I can implement a turnkey system for you:

parsing 2-3 sources through Telethon / Pyrogram, including Telegram channels and RSS

filtering out advertising and irrelevant posts
rewriting through OpenAI or Gemini in Ukrainian with the required Tone of Voice

automatically generating a post with captions and links

a separate workflow for the editor: publish / edit / reject

publishing in the main channel while preserving the original media

logging errors and notifications about failures

managing parsing sources and administrators

additional control over AI operations, including alerts about consumption / limits, if allowed by the service used

I understand that not only the integration of AI is important here, but also a reliable content processing logic so that the system works stably and does not require constant manual control. I can design the architecture so that it will be easy to scale the project in the future - adding new sources, changing AI models, expanding moderation scenarios.

Some relevant work is available in my portfolio:
Freelancehunt

I am ready to discuss the details, stack, moderation scenarios, and propose an optimal implementation for your budget and tasks. Expand

Budget: 3000 UAH Deadline: 2 days

Hello, I will create a userbot in PHP for scanning channels. There is already a very similar solution. I will refine it for your tasks.

Budget: 1000 UAH Deadline: 3 days

Good day!

I professionally develop bots in Telegram and web applications in Python. I am ready to implement a Bot-aggregator with parsing, AI rewriting, and moderation for you. I have experience integrating with OpenAI, Google Gemini API, and Telethon/Pyrogram. I will deploy it on a server.

Write to me in private messages, and we will clarify the details.

Budget: 20000 UAH Deadline: 14 days

Hello,

I have experience creating similar aggregators. Only on the topic of job vacancies, which includes a lot of conditions. I am ready to make your system of high quality. I have good experience with integrations with OpenAI API and Google Gemini API.
Write to me, we will discuss the details and get started.

Budget: 3999 UAH Deadline: 5 days

Hello!

Your project brief is professionally crafted, and I propose the same professional approach to implementation. I specialize in developing complex automation systems in Python and already have ready-made solutions for AI news aggregators.

How I will implement your project to work like clockwork:

Reliable Collector (Telethon/Pyrogram): I will deploy the system in Docker, which allows isolating UserBot sessions. I use advanced activity simulation methods (flood-prevention) to avoid bans on parser accounts.

Intelligent Filtering: I will implement regular expressions and an AI filter to cut out advertisements at the collection stage. This saves your OpenAI/Gemini balance, as we will not be rewriting junk.
**Exact Media Preservation: I will integrate logic for intercepting media groups (albums) so that images and videos are not lost during rewriting.

AI Processor (GPT-4o): I will configure the system prompt to achieve a "leadership" style in Ukrainian without hallucinations and bureaucratic language.

Admin Interface (Validation Flow): I will create a convenient moderation tool with Inline buttons. Special attention will be paid to preserving Markdown/HTML formatting during editing, so posts always look professional.

System Monitoring: I will implement error logging and notifications about critical states (for example, API balance or session failure) through a separate technical channel.

Technical Requirements:

Stack: Python (Aiogram 3.x, Telethon), PostgreSQL (for storing the post queue and settings), Docker Compose. Expand

Budget: 2500 UAH Deadline: 5 days

Hello! 👋

This is a very cool and well-thought-out project — I would be happy to create a Telegram bot for you to automate media content 🤖📰

I have experience in creating bots, parsing Telegram (Telethon / Pyrogram), and integrating with AI (OpenAI / Gemini), so I can build a stable and convenient "turnkey" system 🚀
Moreover, there is already a ready-made solution that we use ourselves, so I can adapt it to your tasks faster and avoid typical mistakes 💡

What I will do:
✨ a module for parsing channels / RSS with ad filtering
✨ AI rewriting in Ukrainian with the required Tone of Voice ✨ automatic post generation + footer
✨ a convenient admin bot with buttons (publish / edit / reject)
✨ logging, error control, and notifications about failures
✨ management of channels, administrators, and (if possible) balance control of AI

I work carefully with attention to detail and architecture to ensure the system is stable, fast, and convenient for the editor 📊

I am ready to quickly get to work and discuss the details 🤝

✨ Let's create something beautiful together! ✨ Expand

Budget: 15000 UAH Deadline: 7 days

Good day, I am ready to complete your task quickly and efficiently, I have extensive experience in developing various bots. Write to me in private messages to discuss the details. I will be happy to help)

Budget: 5101 UAH Deadline: 2 days

Hello.
Write to me, I will make you such a bot, I made a similar bot about a month and a half ago.
But there, it was posting to 5 channels with a choice.
I will do everything according to your technical specifications, and during the discussion, new ideas may arise, and we will implement those too!
I won't delay in terms of time, I will organize support for the first month.
Write, I'm waiting :)

Budget: 5000 UAH Deadline: 5 days

Good day!

I have experience in developing Telegram bots, parsers, and AI integrations. I can implement a fully automated system according to your requirements.

How I will implement it:

Stack:
- Python (FastAPI)
- Telethon or Pyrogram (monitoring Telegram channels)
- OpenAI API / Gemini (text rewriting) - PostgreSQL (storing posts, statuses)
- Redis (queues)
- aiogram (admin bot)

Architecture:
1. Collector — tracks new posts (text + media), filters out advertisements
2. Processor — rewrites in Ukrainian with the required Tone of Voice
3. Formatter — adds a signature (footer) and formats the post
4. Admin Bot — sends the post for moderation (✅ ✏️ ❌)
5. Publisher — publishes in the channel after confirmation

Additionally, I will implement:
- error logging
- source (channel) management
- administrator management
- failure notifications
- API usage control (balance/limits)

Timeline: 5–7 days
Cost: 5000

I can create a scalable system with the ability to add new sources and features in the future.

I am ready to discuss the details and start working 👍 Expand

Budget: 8000 UAH Deadline: 3 days

Hello. I can create this bot. I have some developments.

If it's relevant - write to me, we will discuss.

Budget: 5000 UAH Deadline: 5 days

Hello.

I am developing bots for Telegram using NodeJS. I am ready to take on the task. Write to me, we will discuss.