Python shopping list program jobs

I'm looking for a skilled Raspberry Pi programmer to create a program focused on data logging. Key Requirements: - Develop a program that can log data efficiently on a Raspberry Pi - The program should be able to integrate with various sensors - The primary goal is to replicate an existing Raspberry Pi setup Ideal Skills: - Proficiency in Raspberry Pi programming - Experience with Python, as the primary programming language for the project - Previous projects with data logging and sensor integration - Strong problem-solving skills and attention to detail

I am facing an issue with the Coinbase API. Even though I am sending the correct request, I keep getting an 'unauthorized error 401'. I need a skilled Python developer to help me fix this issue. Key Responsibilities: - Troubleshoot the Coinbase API unauthorized error 401 issue - Ensure that the API requests are correctly being authenticated Ideal Skills and Experience: - Proficient in Python and API integration - Previous experience working with Coinbase API - Strong understanding of authorization mechanisms and error handling in API integrations Please bid on this project only if you have experience with the Coinbase API and are confident in your ability to resolve this specific issue.

I'm in need of a top-notch website designer who can help me create an E-commerce site for my business. Key Requirements: - The website will be aimed towards selling 50-100 products, so an understanding of E-commerce platforms and best practice...will be aimed towards selling 50-100 products, so an understanding of E-commerce platforms and best practices in this area is a must. - The ability to add a secure and efficient payment gateway is also key, but I'm open to suggestions on the best method. Ideal Skills: - Proficiency in E-commerce website design. - Experience in integrating payment gateways. - A good understanding of the online shopping process from the user's perspective. Please let me know if you have experience with similar projects, as well as any reco...

1 Problem Statement and Datasets In this assignment, you will implement Vector Based Models to rank academic research papers. Refer to the code and dataset that can be downloaded from the zip file here. The code is written and tested in Python 3.10. The dataset consists of 8K research papers (or documents) and 100 queries downloaded from Semantic Scholar 1 . The zip file consists of: 1. file 2. file 3. 4. s2 folder with: (a) s2/s2 : All (8K) research papers in the corpus. Each research paper has 3 fields. i. docno: A unique document id for each research paper ii. title: Title of the research paper iii. paperAbstract: Abstract of the research paper A single paper entry looks like: { "docno": "6e4eddf4d6671c37537bb5d1c9623353b62e8531", "title": [ "...

...issue. d. Compare table is not centered. e. When you see the results in list view (one item per row) the logo for Walmart seems to go off the screen/item box, it should be within the item box and have some spacing around it. f. React bug: Radio buttons are not getting selected sometimes when you click first time. Noticed on both dekstop and iphone, but on iphone, it is very consistent. Only the 2nd click selects the radio button. g. mobile: on search results display, sort by, drop down and the two icons that allow to change layout seem to be pushed to the right and not full visible. Enhancements: 1. Search filter improvements: a. Scrollbar should not show but appear when mouse is in the left pane. Go to Bing shopping webite and enter search for "laptops", scro...

I am looking for a python script which can take input song lyrics and convert it into video You can use any third party API to achieve it i just need the script to convert song lyrics to video

I need an expert to help me gather a database of products from a select Aliexpress suppliers. I am only interested in suppliers with a short delivery time in Europe, up to a maximum of 7 days, so they must be suppliers who ship from Aliexpress warehouses in Europe, preferably from an Aliexpress warehouse located in Poland. I need to synchronize the product database of this supplier with my store, so I need the supplier's number, its products (SKU / GETIN), quantity and current price. API or xml synchronization. I will make wholesale purchases for my warehouse, but access may be via the Alliexpress dropshipping platform. Ideal Skills: - API/database creation and handling - Aliexpress XML / Scrapping - E-commerce experience The database should gather the following data fiel...

I'm on the lookout for a skilled React developer to assist in creating an engaging e-commerce website for real estate Key Project Details: - The primary purpose of the site is online retail, hence a focus on a seamless, intuitive shopping experience is paramount. - The project entails both web development and design aspects; while I have a basic concept in mind, I'm open to creative input and suggestions. Ideal Candidate: - Proven experience with React is a must, especially in the context of web application development. - Experience with e-commerce websites is highly desirable. - A good eye for design and a collaborative approach to refining the site's aesthetics.

...seeking a proficient Python data analyst who can unlock interesting trend patterns within a dataset using machine learning models. Your expertise will be instrumental in making sense of the underlying trends that the raw data contains. The main responsibilities will include: - Scrutinizing the datasets rigorously in order to identify trend patterns - Deploying machine learning models for an in-depth analysis The nature of the data is undisclosed at this juncture, which adds an element of challenge to the project. Therefore, a flexible analyst capable of working with different data types will be ideal for this role. Remember, the key objective is to highlight trend patterns within the given dataset efficiently and accurately. Someone with experience in data analysis using ...

This is a simple C++ command line program with parameters. I don't work with C++ on a daily basis and I need support. The program uses an external SDK, and I have header, lib and dll files. It needs to be connected and configured for everything to work. I present screenshots. This needs to be configured on my computer, I can share the screen remotely.

...am seeking a proficient developer, an expert well-qualified in the use of chatgpt, to implement an onsite search interface on an existing platform. Basically this would be like a chatgpt interface like their app within our site page so users can type questions etc. While there's no predefined programming language for this project, a strong knowledge of popular programming languages such as Python, JavaScript, or C# could be needed. I might not have specified a design style for the search interface or any additional features, but an ability to create a user-friendly interface will be an asset. Skills and Experience: - Strong background in using chatgpt. - A good understanding of implementing onsite search interfaces. - Proficient in popular programming languages. - Exp...

...in need of an experienced developer to train the AI pair programming LLM. The primary functionality of this application will be to assist users in coding with intelligent code suggestions, aiming at an advanced Python level. Key Responsibilities: - Developing the application using Python, C++, SQL, and React. - Concentrating on providing intelligent code suggestions as a core feature. - Ensuring the application's capability to handle advanced level Python coding. - Create proper documentation of the code and features introduced. Ideal Skills and Experience: - Proficiency in Python, C++, SQL, and React. - Previous experience in developing intelligent coding or suggestion systems. - Deep understanding of machine learning concepts and their applications. ...

I need a versatile programmer who can work with Python, C or any other programming language to develop a system for identifying Distributed Denial of Service (DDoS) attacks with the help of machine learning algorithms. Skills and Experience: - Extensive experience in Python, C, or similar programming languages - Knowledge of Machine Learning algorithms - Experience in network security would be beneficial - Proven track record in detecting cyber threats in a small network environment. Your success will be judged by your ability to create a reliable, data-driven system capable of efficiently detecting DDoS attacks in a small-scale network.

I'm looking for a Python developer who can help me debug my code. The project involves: - Debugging logic errors: The Python code has some underlying logic errors that are causing the program to behave unexpectedly. I need someone who can identify the root cause of these issues and provide solutions. The ideal candidate should have: - Proficiency in Python: You should be well-versed in Python programming, with a strong understanding of Python syntax. - Experience with debugging: Previous experience in debugging Python code, particularly with logic errors, would be advantageous. - Problem-solving skills: You should be able to think critically and logically to identify the issues in the code and propose effective solutions. Please no...

...collaboration, who can write an upload/download tool for usenet in the first step. Thank you! My Requirements are: -Combine the settings of the programs mentioned (ngPost, Nyuu, NewsUP, SabNZBd) -download functions like the program "sabNZBd" -for Windows (With a proper installation routine and as an .exe file!!) -Python -NNTP (Network News Transfer Protocol) -modern GUI and a nice logo :) -source code, commenting on the source code properly ! -expandable ! -API usage -work with rss feeds -Periodic check if files still complete -option for hidden autostart -The program is supposed to download a certain sort of links like url use with an browser or pdf with an pdf viewer -rar/7zip support -multipar support () -automate posts by scanning folder(s) -auto

...multiplies afterwards. Please keep in mind that changes can still be made during the testing phase ! I am looking for a talented web developer to launch a Usenet search engine website. This is a unique opportunity for someone with hands-on experience in building secure, efficient and user-friendly search platforms. Here's a snapshot of what's on my wish list: Skills and experience: - Knowledge of HTML (as stated, but ideally also Python, JavaScript or PHP). - In-depth knowledge of NNTP (Network News Transfer Protocol) - Good track record of creating well-documented, bug-free code - Ability to implement basic security measures to protect user data Project specifics: - Search engine is already functional, only improvements and a few customizations will be needed...

I'm in need of a C program that can communicate with a REST API and retrieve data in JSON format. Key Requirements: - The program should be able to establish a connection with the specified REST API and retrieve data in JSON format. Ideal Skills: - Proficiency in C programming language - Experience with REST APIs and JSON data format - Strong understanding of data retrieval techniques Please note that I'm only looking for a C program that can successfully retrieve data from a REST API in JSON format.

I am searching for an efficient freelancer, who is proficient in spoken Czech/Slovakian. Your primary task will be to confirm the shipping addresses for new orders. These orders from our perfume web...availability and adaptability to these timeframes are crucial. Ideal Skills: - Fluency in Czech/Slovakian - Excellent verbal communication skills - Customer service experience - Ability to work during specified hours - Strong organizational skills. Expect to interact extensively with our new customers, ensuring their orders are delivered seamlessly. Your affable communication will amplify their shopping experience, enhancing our brand's relationship with them. We provide dialer and everything. At the moment it's cca 30 minutes in the mornings, and 30 minutes late afte...

I have a face recognition system. Giving me openvino error after pip installation. Need error resolution immediately

I am looking for a developer proficient in Puppeteer to automate specific processes on Facebook. Tasks involved: Convert a script already written in Python. It does the following tasks - Automated Content Posting: I need an automation system that will take care of content posting. This will be in various formats including text, images, and videos. - Data Extraction: The second task involves extracting data from different Facebook groups. The data to be captured includes; links, emails in both posts and comments, images, videos, and other details like links in comments. Frequency of Extraction: - The data extraction process is not fixed to any specific time frame; it should run on-demand, according to our needs. Ideal Skills: - Strong knowledge of Puppeteer - Experience wi...

I need this for an external high business signage that is used commercially for a food an shopping open center. I need a very interesting eye-catching design to attract people to the commercial spot. I'm seeking an experienced sign and logo designer to create a vintage/retro style signage for a strip (mall) commercial center in addition to apartments and offices. The logo should align with my brand identity and involve a symbol associated with my company. The name is: SunSet The preferred colors: Pink, turquoise tiffany, purple, yellow orange, and green. Any other colors you can be creative with and match with the purpose of the design and style are welcomed. I would like to return the retro 70s and 80s signage design and colors. The design should be clear and apparent da...

i need shp file GIS expert who is proficient in generating shp files list of 1731 unauthorised colonies in Delhi, In this project, you'll focus specifically on outlining the basic boundaries. - Proficient in GIS - Experienced in using satellite imaging - Familiarity with Delhi's geography and urban layout - Understanding of urban planning principles

I'm on the lookout for a proficient Python developer with expertise in the FastAPI framework to create an API for a small scale project with few users and limited data. Here’s what’s needed: - Comprehensive Database integration: Ensure seamless integration with a non-relational database, specifically MongoDB. - Execute CRUD operations: The API should be capable of executing functions like Create, Read, Update, and Delete within the database. Ideal Skills and Experience: - Proven experience with Python and FastAPI framework. - Experience working with non-relational databases, particularly MongoDB. - Knowledge of CRUD operations and API development. This would be a fantastic fit for someone looking to utilise their skills to drive a small yet critical proje...

...promotional efforts and drive traffic to the website. 4. Web-based Mobile Apps (PWA): Implement Progressive Web Apps (PWAs) for a seamless user experience on mobile devices. 5. Review/Rating System and Return/Refund System: Implement review/rating and return/refund systems to improve customer satisfaction. 6. Wishlist and Compare Products: Add wishlist and compare products features to enhance the shopping experience. 7. About Us Page: Revise and complete the About Us page to provide information about our company and mission. 8. Live Chat Feature: Set up and integrate a live chat feature for real-time customer support. 9. Coupons Feature: Integrate a coupons feature to offer discounts and promotions to our customers. 10. OTP (One-Time Password) Features: Implement OTP featu...

...the versatility to adapt to different websites' structures and frameworks. In terms of data structure, the scraped data should be organized and stored in a Google Sheets according to categories. This approach allows for a more coherent and systematic pattern for data analysis and representation. The ideal professional for this task should possess: - Proficiency in web scrapping - Expertise in Python or other relevant programming language - Experience with Google Sheets and database creation - High attention to detail - Demonstrable ability to classify and categorize data. The goal of this project is to track changes over time, based on the data scrapped. This requires a design that will facilitate easy updates and quick overview of changes. Hence, knowledge and experi...

I'm looking for a seasoned Python developer capable of performing rigorous data analysis on financial data. I have a python code, I'm not a programmer and the code has issues i would like a z*o*o**m where I can explain to you what the code is supposed to do and you fix it. its not a very long or complicated code for a programmer (I presume), the code is related to data analysis (Stock Data) it takes its data from an excel sheet that I have. Specific requirements include: - Proficient in Python with a strong background in data analysis libraries. - Extensive experience working with financial data. - Ability to generate predictive models as an output from data analysis. - Strong grasp of forecasting and projection methods, with a knack for generating accur...

...information (speed, type, length...). - Create music based on the voice provided by the user - Change the voice of music provided by the user to the voice provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience with voice synthesis technologies such as WaveNet, Tacotron, or similar frameworks. 6. Familiarity with data augmentation libraries such as SpecAugment or Audiomentations. 7. Ability to work with datasets and experience with data...

I have a script that clicks to like users on badoo. The script is not working correctly because it has the wrong XPATHs to the element that need to be clicked. It should also click the close/next button for the 3 cases where things pop up during swiping (see the screenshots). Basically, all you need to do is find the 4 correct xpaths and run the python script to verify it's clicking correctly. You MUST be an experienced Python programmer with Selenium web automation experience (Selenium, XPATH). Do NOT apply if you do not have this kind of experience - I don't care if you're a "quick learner", you must have this experience or I will not consider you. This whole task should not take more than 2-3 hours for an experienced programmer.

I'm looking for a skilled developer to create a program that can digitally flip pages of a brochure. The program should be compatible with both web browsers and desktop applications on Windows and macOS. Key Requirements: - Develop a program that can mimic the physical flipping of pages in a brochure, but in a digital format - Ensure the program is user-friendly and performs optimally on both web browsers and desktop applications - The ability to zoom in/out, navigate between pages, and provide a smooth flipping animation is crucial Ideal Skills and Experience: - Proficiency in web and desktop application development - Strong understanding of user interface/experience design - Experience with digital brochure creation or similar projects is a plus The de...

I am looking for an experienced mobile app developer who can create a mobile e-commerce application for both iOS and Android platforms. The primary goal of this app is to provide a seamless shopping experience for users who watch videos on the platform. Key Features: - The app should offer both product selling and video streaming functionalities. - The product selling section should include a robust product search feature. This is crucial for helping users find and purchase products they discover while watching videos. Ideal Skills: - Proficiency in mobile app development for both iOS and Android. - Previous experience in developing e-commerce apps, especially those with integrated video streaming capabilities. - Strong understanding of UI/UX design principles to create a visuall...

I'm looking for a Python Developer to assist with a project. While the specifics are not laid out here, the skills you'll need are varied: - Web development - Data analysis - Automation scripting Experience with frameworks like Django or Flask, libraries like NumPy, and the ability to create web applications, analyze data for reports, and automate tasks is a significant plus. Please reach out with your relevant experience.

I'm in need of a competent full-stack web developer with extensive experience in Python and Django for a critical project. The focus of this task will be predominantly on backend development, thus any prospective freelancer should demonstrate: - Expertise in Python coding language. - Deep knowledge and experience in Django web framework. - An excellent command and understanding of backend development. Please note, successful completion of this project using the mentioned programming language and framework is of the utmost importance. I look forward to engaging with professionals versed in these skills.

I'm looking to hire a skilled mobile app developer who can create an engaging business app compatible with both iOS and Android platforms. The crux of the project will include: -Key Features: The app should incorporate key business features such as a shopping cart functionality for smooth transactions, as well as user registration to allow for personalized experiences. -Ideal Skills: A successful candidate will be experienced in cross-platform development, preferably using Flutter or React Native. A working understanding of eCommerce systems and user data management are also integral for this role. Prior experience of working on similar apps with the said features will be a big plus. By successfully delivering on these requirements, you'll help us facilitate our busin...

I'm requiring a data scrapping software quickly to extract text content from both websites and PDF documents. It's crucial that the scraped data is directed into Excel or Google Sheets format for my immediate use. Ideal skills for this job would be: - Proficiency in programming languages like Python that are often used for data scrapping. - Familiarity with web scraping libraries or frameworks, e.g., Beautiful Soup or Scrapy. - Experience using APIs to scrape data if necessary. - Previous work in pulling data from PDFs into readable formats in Excel or Google Sheet. - Ability to deliver the project ASAP. Your attention to these requirements will be much appreciated as I need this task done urgently. Please contact me if you need more detail about the project, and I look...

I am looking for a proficient Python full stack developer with strong experience in Django framework for a Web Development project. Required Skills: - Strong proficiency in Python language - Thorough understanding of Django framework - Experience in Web Development projects - Proven track record in full-stack development Your responsibilities will include: - Back-end and Front-end Development using Python (Django) - Coordinating with our team on various aspects of the project - Ensuring quality and responsiveness of the application - Maintaining code integrity and organization Experience with Django is a must. The selected freelancer will demonstrate excellent skills in Python language, web development, and Django. Your work will contribute to the key co...

I had a Python application which uses a pre-trained YOLOV8 model for detecting vehicles and i got someone to train the same file for detecting ambulances with the other vehicles. However, the program is mislabeling all vehicles as ambulances now. I need a skilled Python programmer to rectify this issue. Key requirements include: - Excellent Python skills, with experience in machine learning and AI - Good understanding of how YOLOV8 works - Ability to debug and fix the mislabeling issue This job requires a meticulous eye for detail and solid troubleshooting skills. Applicants must have prior experience in machine learning and computer vision projects, particularly with the YOLOV8 model.

I'm looking for a Python developer working with Selenium to develop two separate apps. These apps are required to automate the submission of URLs from Text file to two different directory websites. Both websites only accept one URL submission at a time, therefore I need a solution to streamline this task. The data to be submitted is URLs only, with no additional company, product, or service details to be included. Key tasks include: - Building a user-friendly application that can handle and submit multiple URLs to each respective website - Ensuring each app is configured to submit URLs in the specific format or template required by each directory website Ideal skills for this project: - Proficiency in Python and Selenium - Strong experience in web scraping and auto...

I'm seeking a hard-working programmer capable of developing a multifunctional bot for personal use. This bot's main purpose is automating specific tasks, with key functionalities including Natural Language Processing and Data Scraping. The ideal freelancer for this job should have: - In-depth knowledge and skills in languages such as Python, Java, or C++ to efficiently build the bot - Expertise in Natural Language Processing and Data Scraping - Experience in building bots, particularly ones focused on task automation Although the bot is primarily for personal use, ensuring its compatibility across different platforms is fundamental. Therefore, any previous experience or knowledge in optimizing bots for varying platforms will be advantageous. We can discuss further the s...

...need of a proficient website designer specializing in a minimalist style. The primary purpose of this project is to provide a professional and visually appealing online platform to showcase my products. Key tasks include: - Emphasizing product images as a main design element. - Implementing a minimalist approach that simplifies user navigation. - Designing an interface that offers a seamless shopping experience. Ideal Skills: - Proven experience in web design, specifically for e-commerce. - Proficiency in minimalist design. - Commercial awareness to effectively highlight products. - Knowledge of user experience (UX) best practices. Experience in CSS/HTML/Javascript is a plus. If you possess the aforementioned skills and are eager to take on this project, I welcome your bid. Y...

I am looking for an expert programmer with proficiency in Python to develop a face swap API. The script provided in the link below implements and sets up the face swap functionality on Amazon AWS ec2. You can input two images, and the output will be one image with the faces swapped.

I'm in need of a Python developer to help with the creation of a straddle strategy for Bank Nifty. This project will also involve the backtesting of this strategy for the past 5 years with a particular focus on the forward values of the strategy. I'm looking for someone with previous experience in this area who can also provide valuable insights into the benefit of this strategy. Key Requirements: - Expertise in Python and financial market analysis - Experience in creating straddle strategies for stock market indices - Proficiency in backtesting strategies using historical data - Ability to generate an Excel spreadsheet for backtesting report - Strong analytical skills for detailed transaction-level report - Strategy will be discussed further Please note that the ...

I am looking for someone to develop an option trading system for me using python. I have my own strategy and need the system to be partially automated. The strategy requires implementation of various option trading strategies such as covered calls, iron condors, and straddles. Unfortunately, I do not have any historical data for backtesting so the system will need to be developed without this. Please ensure that the automation is able to handle variations in the market, and that the system is reliable and secure. I look forward to discussing the project further with qualified freelancers.

I'm seeking a Python developer experienced with SSH to create a script that enables network configuration and system monitoring tasks. Key skills/Experience: - Proficient in Python programming - Familiarity with SSH and its operation

I am looking for an expert programmer with proficiency in Python and hands-on experience in automation scripting. The task at hand involves the development of two specific scripts. The first one is to create user profiles on the GoLogin browser, while the second one calls for logging into to simulate human-like texting behavior to a specified phone number. Key requirements include: - Developing the scripts in Python - Enabling the scripts to be operable from the Windows command line - Incorporating Selenium for successful implementation Ideal skills would include: - Proficiency in Python - Experience with Windows Command Line operations - Familiarity with Selenium for web automation While Selenium is a mandatory requirement for this project, enriched hands-on ex...

I'm looking for a Python programmer who can create custom code to extract text, numerical data and dates from an Excel spreadsheet and populate PDF fields using the PDFMiner library. You should be confident writing Python scripts and have experience manipulating Excel and PDF files. Familiarity with PDFMiner is a essential. - Must Haves: - Proven Python programming experience. - Familiarity with the PDFMiner library. - Ability to extract and manipulate data from Excel. - Experience in PDF field population.

I'm in need of a skilled data migration python specialist to help me move text and attachments data from my current on-premises server to another on-premises server. Key Requirements: - Experience with migrating text and attachments from one jira data centre instance to anotyer jira data centre instance - Proficiency in fetching data from source jira API and posting to target JIRA API - Ability to ensure the migration is completed securely and efficiently Fix this program. import requests import json # Source Jira instance src_jira_url = "(link unavailable)" src_token = "src_token" # Destination Jira instance dst_jira_url = "(link unavailable)" dst_token = "dst_token" # Get all issues from source Jira instance src_issues_url =...

I'm looking for a Python expert with hands-on experience in financial data optimization. The goal of this project is to create a Python code that can optimize assets based on a user's profile and risk preferences. Key Responsibilities: - Create a Python code that finds the optimal asset mix for a user's portfolio by balancing returns and risks. - Work with available financial data, including stock prices, bond yields, and cryptocurrency data. Ideal Candidate: - Proven experience in using Python libraries, such as PyPortfolioOpt, QuantLib, Zipline and Riskfolio-Lib. - Strong understanding of financial data and its analysis. - Experience in building algorithms for optimising assets. This project requires a freelancer who can understand the intr...

...successful trading strategy. Key project requirements: - Build a Forex trading robot that can operate independently - Use my past order data to analyze and improve trading strategy - Implement machine learning algorithms to enhance the robot's trading capabilities Ideal skills and experience for this job include: - Proficiency in programming languages commonly used in trading robot development (e.g., Python, C++) - Expertise in working with Forex market data and trading platforms - Experience in creating and implementing machine learning algorithms for trading purposes - Strong understanding of automated trading systems and their functionalities Please bid if you have a solid track record in developing successful trading robots and are confident in your ability to meet th...

I am searching for an accomplished electrical engineer and coder who possesses advanced technical abilities in circuit de...creativeness is a must as I place an emphasis on compact-sized micro-circuits. - Robustness is critical in order to effortlessly connect to external devices. - Implementing GPIO pins for sensor integration requires comprehensive expertise. - Responsibility includes diagnosing and troubleshooting electrical systems when the need arises. The successful freelancer will ideally have substantial experience in Python as this is the preferred programming tool for this project. The end goal is to develop a smoothly functioning system based on the defined parameters. With your specialized skills and my unique ideas, collaborating on this venture could yield exceptiona...

As a Python backend developer, I'm looking for someone who can help me build a personal project. This project involves audio, specifically real-time audio processing and analysis. We need this backend for a web app that will send audio data over websocket connection to your backend. Your backend should accept the stream and transcribe it on the server and then store the text in postgresql database and then convert the transcribed text to audio using tts and send it back as a stream to the user over the same ws session/consumer that initiated it. This pipeline should have min latency and hence we prefer using local speech to text and text to speech instead of making external api calls. We could also use external services using apis if the quality of these services is not good...