Rag traders int trabalhos
...pride ourselves on delivering 100% guaranteed trade signals that empower our clients to achieve financial growth. Our mission is to revolutionize the trading experience for individuals in Morocco We are looking for a seasoned digital marketer with a strong background in social media advertising, specifically on Instagram. Our primary objective is to boost customer engagement amongst Moroccan traders through a high-performing sponsored post and an optimized Instagram page. Key Responsibilities: - Develop and execute a compelling sponsored post showcasing product demonstrations and reviews, as we believe this content will resonate with our target audience. - Create and enhance our Instagram page for optimal branding, engagement, and lead generation. Ideal Skills and Experience: ...
Are you ambitious, driven, and ready to succeed in the fast-paced world of crypto trading? I’m building a team of like-minded, young traders who are passionate about making money and helping each other grow. My Vision: Create a tight-knit team that stays connected daily, sharing: • Altcoin Opportunities: Be the first to spot potential pumps. • News & Analysis: Stay ahead with real-time insights. • Trading Strategies: Make smart, informed decisions together. What We’ll Build: • A Communication Hub: A Telegram or Discord group for brainstorming and real-time updates. • A Culture of Success: A team that energizes and motivates each other to win big. • A Legacy: A trading empire built on collaboration and ambition. What I’m ...
...and dreaming to make a team and a wolf pack of his/her ambitious type. Build the Ultimate Crypto Dream Team: Join Us Now! Are you young, smart, and hungry for success in the world of crypto trading? Do you have the passion and drive to make money and help others do the same? I’m on a mission to create a powerhouse team of ambitious traders who thrive on collaboration, innovation, and relentless energy. My Vision: I want to build a team of like-minded traders who are in constant touch, sharing ideas, strategies, and opportunities every day. Together, we will: • Spot Altcoin Pumps: Be the first to act on the market’s best opportunities. • Analyze Trends & News: Stay ahead of the game with real-time insights. • Trade Smartly: Make informe...
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I'm seeking an experienced AI professional to develop a support tool as a Software-as-a-Service (SaaS). This tool will leverage Large Language Models (LLM), Retrieval-Augmented Generation (RAG), and AI search capabilities for extensive knowledge mining and constructing a comprehensive knowledge base to respond to support queries. Users will interact with the tool through a chat interface, uploading logs, screenshots, and other documents. Key features of the tool include: - Delivering text-based answers, step-by-step instructions, and links to relevant documentation. - Utilizing Nemotron initially before transitioning to a paid token system, and abstracting LLM using Ollama. - Integrating and sourcing information from all Microsoft documentation, specifically from and
I am looking to create a website that offers a stock screener and backtesting tool tailored for all traders and investors. The platform will provide interactive reports that detail the accuracy of trades, drawdowns, and success ratios to support investment decisions. Key features should include: - User-friendly interface for ease of use by a diverse audience - Advanced algorithms for stock screening according to user-defined criteria - Backtesting functionality using historical data to validate trading strategies - Interactive reports with visuals such as graphs and charts to showcase trade accuracy, drawdowns, and success ratios - A secure and robust architecture ensuring data integrity and privacy - Ability to export reports and data in multiple formats such as CSV, Excel, and PD...
I have created an AI Chatbot for my travel application. However, I judge the perormance and quality of responses to be poor as I myself is new to this and not an expert. I'm seeking a skilled developer to create a AI travel Chatbot utilizing Retrieval-Augmented Generation (RAG). This chatbot should be capable of adding items to a user table, finding flights, and responding to general queries. Key Requirements: - The chatbot must be able to handle multiple languges - The bot should have memory capabilities to retain conversation context. - An application for generating embeddings for my vectorDB is necessary. Familiarity with Langchain or similar tools is a plus. My tech stack is Python, Langchain, Supabase , OpenAI Bonus points if such a bot has been created by you befor...
I am looking for a professional who can help me improve the visibility of a Solana trade contract. The goal is to attract more traders and increase the contract's exposure in the market. Example: CA: HATsgtifAf9PQkh5gF8PoHxzdvSHrhbioYycaeyopump Key Responsibilities: - Automate both buy and sell orders to facilitate smoother trading - Develop a custom automation script to handle these transactions Ideal candidates should have extensive experience with the Solana blockchain and a strong background in developing custom scripts for transaction automation. Understanding of trading dynamics and strategies will be a plus.
Experienced Digital Marketer for Fintech SaaS Product Promotion Job Description: We are seeking a highly skilled and experienced digital marketer to promote our fintech company, Boer Funded, across multiple platforms, including Google Ads, Facebook/Instagram Ads, YouTube Ads, and Twitter Ads. Boer Funded is a prop trading firm that funds day traders with virtual capital up to $400K, offering a unique suite of features like an AI-powered trading journal, profit splits up to 95%, and multiple trading platform integrations. The ideal candidate will have a proven track record of managing successful ad campaigns for fintech companies or SaaS products, demonstrating strong results in lead generation, customer acquisition, and brand awareness. Responsibilities: Develop and execute data...
I'm seeking an AI specialist to assist with various tasks. The primary focus will be on developing machine learning models, specifically for a RAG (Red-Amber-Green) system. This system will be used to evaluate and monitor the status of academic papers. Key responsibilities: - Machine learning model development: Create models for a RAG system to assess academic papers. - Data analysis and preprocessing: Handle the collected data to ensure it's ready for analysis. - Natural language processing (NLP): Utilize NLP to scrape and analyze content from academic papers. The ideal candidate will have: - Extensive experience in AI and machine learning, particularly with model development. - Proficiency in data analysis and preprocessing. - Expertise in Natural Language Proce...
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...Upgraded ATmega328 Compatible For Arduino AUS Deliverables Id like a wiring diagram and Arduino code to run the clock please. Here is the code provided by AI, however it would skip steps, move to slow or too fast. I couldn’t even get the motor to rotate once evenly. // Define pins #define stepPin 2 #define dirPin 3 #define enablePin 4 // Optional const int stepsPerRevolution = 200; // Assuming 200 steps per revolution for full step mode const int stepDelay = 500; // Delay between steps in microseconds void setup() { // Set pins as outputs pinMode(stepPin, OUTPUT); pinMode(dirPin, OUTPUT); pinMode(enablePin, OUTPUT); // Optional // Enable the driver (optional) digitalWrite(enablePin, LOW); &n...
Position: Social Media Manager (Freelancer) Type of Collaboration: Full-time Location: Remote Note: No agencies About Us: -------------------- We are marketing an innovative trading software that helps traders optimize their performance. Our goal is to increase global reach and brand awareness. To achieve this, we are looking for an experienced Social Media Manager to manage our international activities. Your Responsibilities: -------------------- Strategic planning and implementation of international social media activities on platforms like Instagram, Twitter, LinkedIn, Facebook, TikTok, etc. Content creation: Develop and publish engaging, targeted content. Community management: Interact with our community, build relationships, and respond to comments/queries. Influencer marketi...
I am making a SaaS web application focused on trading in the Indian stock and derivatives market, specifically designed for retail traders. Key Features: - Real-time Market Data: The application should provide up-to-the-minute market information, enabling users to make informed trading decisions. - Advanced Charting Tools: The application should include sophisticated charting tools to help users analyze market trends and patterns. - Automated Trading Features: Users should have the option to automate their trading based on pre-set criteria, making trading more accessible to those who may not be able to monitor the markets constantly. Ideal Skills and Experience: - Proficiency in developing SaaS applications - Experience in building trading platforms - Understanding of the India...
I'm seeking an expert in digital marketing and lead generation. I need to generate subscribers for my paid Telegram group primarily through Google, X, and ...engage and convert. Experience with Telegram or similar platforms is a plus. Please include the following in your application: 1. Your relevant experience with lead generation and paid ads (specifically Google, X, and YouTube Ads). 2. Examples of successful ad campaigns you’ve managed, including results (CTR, conversion rates, ROI). 3. Your proposed strategy for attracting day traders and beginner stock traders using terms like “day trading,” “newbie stocks,” and “stocks for dummies.” 4. Tools you use for campaign management and reporting. 5. A brief explanation of how...
...allows me to conduct semantic searches across all my bookmarks. Key Functions: - A RAG (mulit modal: text, images, video and audio) setup that creates search indexes of the bookmark the user selects - The ability to search bookmarks by free text. - Inclusion of synonyms and semantically relevant terms in the search results. - A freemium payment model so users can start out light/test the extension and then upgrade to a paid version after for example 7 days usage - Communication process for onboarding users and upgrading to paid version of the extension Display of Results: - Search results should be presented in a grid view with a citation why that result was relevant for the users search query. Ideal Skills: - RAG experience to create the most economic relevant setup -...
Actualmente tengo Ollama instalado y operativo, pero basicamente necesito que me puedan ayudar a entrenar la solucion para que aprenda a responder ciertas cosas que le voy a ir explicando y ademas que aprendan en base a los archivos que vamos a ir subiendo (entiendo que esto se debe de hacer a traves de RAG)
...|---------------------------|--------------------|---------------------------------------------------------------------------------------------------| | `id` | `INT` | Primary Key. Unique identifier for each submitted work. | | `user_id` | `INT` | ID of the user who submitted the work (references `wp_users`). | | `novel_id` | `INT` | ID of the related novel (if the work is part of a novel). | | `chapter_number` | `INT` | Chapter number of the work (if part of a novel). | | `chapter_title` ...
...(No UI) Build a Laravel Filament UI Wrapper with filament resources, pages and necessary livewire components as a filament plugin for a Multi-tenant saas app for a working API package. The code is working and has two primary controllers with around 90 lines of code each. The existing github package has around 6 models. Ideal Skills: - Proficiency in Laravel and Filament. - Knowledge of AI / RAG is preferred. - Experience with creating and deploying Filament plugins id preferred - Good understanding of concepts like laravel observer and jobs. The base code is functioning well and consists of two primary controllers, each with around 90 lines of code. I need a developer who can take this project to the next level to build out the laravel filament wrapper for a multi tenant ap...
I'm seeking specialists in edge AI computing and coding to hel...project is to enable the model to gradually forget topics that have not been discussed in the past 2-3 months, just like a human brain would. Key project aspects: - Domain: The LLM should be specialized in general and or all topics, especially computer science, particularly LLM training, and self-recursion. - Active Learning Techniques: The project will utilize Retrieval-Augmented Generation (RAG) and LLM training with Unsloth or other LLM trainers. Ideal candidates should have: - Extensive experience with AI and computer science. - Proficiency with Nvidia Jetson Orin Nx. - Good understanding of active learning, information verification techniques, and how AI works. - Background in computer science an...
I'm looking for a talented writer to create user-friendly, yet informative and promotional articles about various financial topics, including Forex, Crypto, Investing, and Trading Strategies, for our affiliate marketing website. Key Requirements: - Create engaging, casual and user-friendly articles without compromising on the informative and promotional aspects. - Cover a rang...topics. - Experience in affiliate marketing content creation. The articles should have a conversational tone. Each article should be between 1000-2000 words. Articles should be submitted all at once. The project requires 50+ articles. The project should be completed within 1 month. All articles should be written at different levels to cater to beginner, intermediate, advanced and professional traders...
I need assistance with enhancing our clinical RAG system. We're currently using Grog, Llama, Langchain, , and Qdrant as our Vector DB, but we're facing issues with processing our documents and generating responses. Key tasks include: - Importing and processing various documents including patient referrals, prior authorization approvals, and appointment fee details. - Improving our document element extraction from scanned PDFs. - Enhancing the efficiency of our RAG system to ensure consistent answer generation. - Setting up a prompt context template for clinical information responses. We've attempted to use OCR tools, but they've been ineffective. Therefore, expertise in OCR and experience with clinical data is crucial. Access to our Gitlab repo will be p...
NetCDF 3D datasets into a series of 2D datasets The task is to update an existing program WIM/WAM () that visualizes and processes satellite data ...either selected or all “layers” of the 52 bands with corresponding longitudes and latitudes as regular 2D datasets. After completion of this Task1, follow-on tasks will be proposed. Long-term but irregular tasks will be proposed if previous tasks are completed well. When reading a sample netCDF file, WIM shows the following datasets: Name width height type rhos 52 1272 float l2_flags 1272 1710 int longitude 1272 1710 float latitude 1272 1710 float Here the dataset rhos is actually 52 (layers) x 1272 x 1710 and is not read correctly. Should be read either as all 52 layers or selected layers of 1272 x 1710 float datasets.
I'm seeking a proficient developer with substantial experience in implementing a Retrieval-Augmented Generation (RAG) Language Learning Model (LLM). This project requires the model to primarily support translation into Malaysian. Key Features: - Image Generation: The most critical functionality of this project is the model's ability to generate realistic photos. This is key to the project's success. - Web Search: The LLM should be capable of conducting web searches to enhance its data pool and improve the translation and image generation process. Ideal Skills: - Proficiency in developing and implementing RAG LLMs - Strong understanding of web scraping and search engine integration - Experience in training models for image generation, particularly realistic ...
I'm looking to set up a dedicated Telegram group aimed at beginner traders interested in both crypto and the stock market. The main purpose of this group will be to share trading signals. Key Responsibilities: - Create and manage a Telegram group - Regularly share trading signals related to both crypto and stock markets - Foster an engaging and supportive community for beginner traders Ideal Skills: - In-depth knowledge of crypto and stock trading - Proven experience in trading signals generation - Excellent communication skills to explain complex concepts in simple terms - Prior experience managing a Telegram group or similar community platform is a plus. The goal of this project is to help beginners navigate the trading world by providing them with valuable signal...
I'm looking for an expert developer to...Extensive knowledge of WordPress plugins Key responsibilities will include creating a chatbot equipped with: - Customer support capabilities - Sales assistance features - User engagement functionalities A significant part of the project involves the use of advanced AI technologies. Therefore, expertise in the following areas is vital: - Large Language Models (LLMs) - Retrieval-Augmented Generation (RAG) systems - LangChain - Agent - Creating leads/quotes using chatbot Your role will be pivotal in making this chatbot a state-of-the-art tool. Please provide examples of your previous work in this field. The expected project completion timeline is between 20-30 days. The project will also include existing UI/UX design customization f...
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...done this part I need customization mentioned below, Budget USD $200-$500 Companies do not bid. Only individuals. Finish in 5-7 days. I am 5 star employer check my previous comments. Work need to be done. 1) Create a search page where trade account levels will only be seen. Once traders are logged in to the trade account, it will go to the trade search page; once they search anything, they will see trade price (wholesale price) and retail price on a basic view to improve efficiency and speed for traders. Once Tradie decides to buy product(s), Tradie will simply add them to the cart, and eventually the checkout page will appear for payment. 2) On the checkout page, auto-Google address completion doesn't work, you check and make it work. 3) The l...
create a trade data analytics portal similar to , which allows users to explore, filter, and analyze export-import trade data for various industries, products, and regions. The platform will primarily serve businesses, traders, and analysts looking for actionable trade insights. Key Features User Interface (UI): Clean, responsive design optimized for web and mobile. Easy navigation with search, filters, and sorting options. Data Search and Filtering: Comprehensive database of trade records (import/export). Filters for countries, industries, HS codes, shipment dates, product categories, exporters/importers, and shipment size/value. Dynamic search functionality to quickly find specific data. Data Presentation: Tabular format for trade records with essential fields
...trading platform. I only need the visual UI, I do not need an actual working website. The site will be approximately 3 pages, and needs to cater to traders showcasing their skills on demo accounts. The main tasks are: 1. Create a catchy landing page with phrases like "join the club and trade up to 7 figures in capital with us", "monetize your potential", "you trade we risk", and "unlock your future potential". 2. Design a user-friendly dashboard featuring an FAQ, live chat, and trade notifications. 3. Implement clear visuals for data tracking using charts and graphs. (check first two images attached) 4. Include a wallet feature that allows traders to check their current balance and status. (check the rest of images attached) Ideal ...
I am seeking a skilled PHP developer with extensive MySQL expertise to implement a user authentication system for my client’s project at https://rcmtraders.com. RCM Traders plans to host an art competition that requires participants to sign up and log in to their accounts. Once logged in, users should be able to: View their profile details. Access the competition through a "Contest" button. Fill out the competition entry form. Make the required payment. Upload their artwork securely. Additionally, the admin panel should include: A dashboard to view all competition entries grouped by age or category. The ability to shortlist and select winners. Notifications and updates managed by the admin that will be displayed on the user panel (e.g., "Shortlisted," &quo...
I'm looking to develop a Forex Trading site. The platform should support user accounts and profiles, with an emphasis on personalized user dashboards. Key Requirements: - Design and implementation of a Forex trading platform - Development of user accounts and profiles system - Creation of personalized user dashboards for traders Ideal Skills: - Experience in developing trading platforms - Proficient in UX/UI design for dashboard creation - Knowledge of Forex trading principles and tools Please provide examples of similar projects you have worked on in your proposal.
...colleagues to join the platform. 56. Enable advanced search filters within user dashboards for finding specific trade activities, payment histories, or broker transactions. 57. Users can set custom alerts for specific trading events or rebate milestones. 58. Implement a loyalty program that rewards users for continued usage and milestone achievements. 59. Introduce a ranking system to highlight top traders and offer rewards for high-ranking users. 60. Create user polls to gather feedback on platform enhancements and user preferences. 61. Add push notifications for important updates like rebates, payouts, and promotional offers. 58. ### **Admin Features** 1. **Admin Dashboard** - **User Management:** - View, edit, and manage user accounts. - **Analytics:** -...
I am seeking a proficient trading education writer with expertise in advanced trading strategies to create a series of articles US audience. Content Focus: - These articles will primarily delve into options trading, algorithmic trading and risk management. - The aim is to produce high-quality, insightful content that can help educate traders at an advanced level. Qualifications:- - Deep understanding of these trading strategies and be able to articulate complex concepts in a clear, engaging manner. - Previous experience in writing trading education content is highly desirable. - Strong technical writing skills with a knack for creating compelling articles. - Knowledge of SEO tools Happy Bidding
...and implement advanced AI models and NLP workflows. The ideal candidate will leverage cutting-edge techniques such as Retrieval-Augmented Generation (RAG) to extract, analyze, and interpret insights from structured and unstructured data, including reports, documents, and real-time feeds. This role is essential for driving automation and delivering actionable insights in our data workflows. Key Responsibilities: AI/NLP Model Development: Design and implement NLP models to analyze large-scale documents, reports, and filings. Extract relevant information and insights aligned with business needs. RAG System Implementation: Develop RAG workflows combining Large Language Models (LLMs) with external knowledge bases to enhance accuracy and relevance. Data Autom...
I need a freelencer who will implement a code in Google Colabolatory that will use RAG. All should work using Langchain. To be more precise the code should: 1. Get data from a web page i will provide awarded person 2. Chunk correctly data and save in database (Vector Chroma preferably). 3. Use GPT-4o with latest embedding from OpenAI 4. Use latest Langchain version 5. Use RAG to answer questions, 6. Remember context of dialog 7. As promt input it should be able to get text and file from user (PDF, Word File, JPG) and generate answet based on it. I need the code to be done within 48h. Code should be easy to understand, well commented. All in accordance to Google Python Stylesheet
I'm looking for a skilled website developer to create a comprehensive platform for my prop firm. The website's primary function will be to fund traders, so it needs to have a user-friendly interface, robust backend, and secure transaction capabilities. Key Responsibilities: - Develop a website that can effectively serve as a prop firm platform. - Integrate features that allow for funding of traders. - Ensure the website is secure, reliable, and user-friendly. Ideal Skills: - Proven experience in developing e-commerce websites. - Strong understanding of prop trading firms and their requirements. - Excellent skills in website security measures. - Proficiency in creating user-friendly interfaces.
I'm looking for a skilled website developer to create a comprehensive platform for my prop firm. The website's primary function will be to fund traders, so it needs to have a user-friendly interface, robust backend, and secure transaction capabilities. Key Responsibilities: - Develop a website that can effectively serve as a prop firm platform. - Integrate features that allow for funding of traders. - Ensure the website is secure, reliable, and user-friendly. Ideal Skills: - Proven experience in developing e-commerce websites. - Strong understanding of prop trading firms and their requirements. - Excellent skills in website security measures. - Proficiency in creating user-friendly interfaces.
Project Title "Custom Automotive Website with Advanced Features (Search Engine, Performance Sheet, Forums)" Project Description I am looking for a skilled web developer/designer to create a professional website for my automotive business. The website will feature a sleek and modern design inspired by Brabus (reference: ) with advanced functionality. Below are the detailed requirements: Key Features: Home Page: Rolling content with a fixed background image. Navigation bar with categories: Home, About, Projects, For Sale, Blog, Partners, Contact Us. A burger menu with an integrated search engine. Projects Section: Organized into: Collections: Categories (Cars, Bikes, Boats, etc.). Groups: Subcategories (e.g., Ferrari, Porsche, Lamborghini). Albums: Specific projects
I'm in the early stages of planning to create a Local LLM with RAG capabilities, and I'm seeking an expert for an initial consultation. The purpose of this LLM will basically be like chatGPT but running locally. I'm particularly interested in discussing the following open source tools: - n8n - Ollama - OpenWebUI Any other tools you can bring to the discussion is welcomed. Would like to discuss things like load based on number of users. I appreciate your insights and expertise in the field. Bonus points of you have done this job before, bonus points if you're familiar with the tools I mentioned and even other tools. To be clear, this isn't the job to complete, this is just a conversation.
I have send you the details of the 3 poster that i need to design. Please design it to according to my industry of crypto trading and also with the theme Millionaire Crypto Traders in mind.
Experienced MFC c++ programmer only - remote work on ...MW UI window to my program, which is displayed in modal mode, and it has various buttons that can hide it and control can temporarily return to the main window, unfortunately the main window is frozen and control does not return to it. I know how to make the MW UI window disappear, but I don't know how to return to the main window control, when it is created it passes the handle to the parent: int Lesson07::Start(mwCurvArray curveArray, mwSurfArray surfArray, CWnd* pParentWnd) - we can try to determine at the beginning whether the MW UI window can be created in non-modal mode, then try to close it, and wake up the main application window, in the main window perform some selection of objects with the mouse, and wake up the...
We're looking for a skilled React Native developer to create an e-commerce platform open to sellers and traders. The project involves converting real shops into an electronic format with capabilities for domain selling, and website extension functionalities which traders can use as their personal websites to modify and add products. The main feature will include a product search engine that identifies the cheapest seller across various platforms including Instagram, Snapchat, Facebook, Twitter/X as well as traditional search engines like Google and Yahoo. The system should utilize AI to ensure comprehensive market scanning.
..."common_info.h" #include "common_variable_8x8_sprite_font.h" #include "bn_sprite_items_paddle.h" #include "bn_sprite_items_ball.h" #include "bn_regular_bg_items_bg.h" int main() { bn::core::init(); bn::music_items::(1); bn::regular_bg_ptr bg = bn::regular_bg_items::bg.create_bg(0, 0); bn::sprite_ptr left_paddle = bn::sprite_items::paddle.create_sprite(-140, 0); bn::sprite_ptr right_paddle = bn::sprite_items::paddle.create_sprite(140, 0); right_paddle.set_horizontal_flip(true); bn::sprite_ptr ball = bn::sprite_items::ball.create_sprite(0, 0); int score = 0; bool enemy_going_up = false; int...
We are seeking an expert in OpenAI models utilizing Retrieval-Augmented Generation (RAG) for converting text into SQL statements. The ideal candidate should possess strong skills in: - OpenAI + Prompt Engineering + RAG + C# + SQL Server Azure + Lanchain. The expert must create an AI model (Based on OpenAI) that is capable of generating value-added responses to queries made by users using natural language. The workflow is as follows: Everything starts with a user question from a chat room (Web APP in C#). This prompt will be sent to the AI model so that it translates the user's question into an SQL statement. Then, based on the SQL Sentence generated by the model, it will be used by the system to extract the data (DataSet) from a database in Azure. Once the Dataset i...
I'm looking for a skilled programmer who can create a SDL 1.2 function for drawing sprites. The sprite data is provided in plain text format, with colors represented as named ...function for drawing sprites. The sprite data is provided in plain text format, with colors represented as named colors (e.g., red, green). The function should be able to handle 11 to 50 different sprites. A detailed breakdown of the requirements: - Create a function "CreateSprite(string data, number)" that takes sprite data in plain text and a sprite number. - Create a function "DrawSprite(int x, int y, spritenumber)" to draw the created sprites at specified coordinates. Please bid if you have experience with SDL and sprite handling. Thank you! The sprites should be drawn...
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Project Title: Multi-Agent Orchestrator System Using Amazon Bedrock #Description: We are seeking an experienced AWS developer to build a multi-agent orchestrator system using Amazon Bedrock. The solution should incorporate the following features and capabilities: #System Requirements: 1. Agent for Retrieval-Augmented Generation (RAG): a. Integrate with Aurora Serverless and/or S3 in a different AWS account. b. Capable of retrieval-augmented generation, leveraging real-time data updates from Aurora or S3. c. Able to answer free-text questions related to backend data, with dynamic data updates handled seamlessly. 2. Agent to Trigger APIs or Lambda Functions: a. Capability to invoke APIs or Lambda functions within the same or different AWS accounts. system to handle API calls