You will get Retrieval-Augmented Generation (RAG) Development Langchain in Python OpenAI
Project details
I offer Retrieval-Augmented Generation (RAG) development services, designed to integrate real-time data retrieval with state-of-the-art language models for advanced AI content generation. I develop RAG systems by combining large language models (like GPT-3, GPT-4, and BERT) with search and retrieval mechanisms. This allows AI to pull relevant data from external sources and enhance response accuracy in tasks like question answering, summarization, and automated content creation.
My development process includes:
Data Integration: Connecting external data sources (databases, APIs, or document collections) using search algorithms to retrieve relevant content in real time.
Model Integration: Fine-tuning or building custom large language models to process retrieved data and generate high-quality responses.
Indexing & Retrieval: Implementing vector search (using tools like ElasticSearch, FAISS) for fast and relevant data retrieval.
API & Infrastructure: Deploying the RAG system using scalable APIs on platforms like AWS or GCP, ensuring seamless integration with your current infrastructure.
My development process includes:
Data Integration: Connecting external data sources (databases, APIs, or document collections) using search algorithms to retrieve relevant content in real time.
Model Integration: Fine-tuning or building custom large language models to process retrieved data and generate high-quality responses.
Indexing & Retrieval: Implementing vector search (using tools like ElasticSearch, FAISS) for fast and relevant data retrieval.
API & Infrastructure: Deploying the RAG system using scalable APIs on platforms like AWS or GCP, ensuring seamless integration with your current infrastructure.
Machine Learning Tools
Azure Machine Learning, ChatGPT, Cloudera, deeplearn.js, Deeplearning4j, Fiddler.ai, GPT-3, Open Neural Network Exchange, Python, Python Scikit-Learn, PyTorch, SciPy, Stanford CoreNLP, TensorFlow, Vertex AI, Word2vecWhat's included
| Service Tiers |
Starter
$500
|
Standard
$1,200
|
Advanced
$2,500
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | Unlimited | Unlimited | Unlimited |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
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David K.
Feb 14, 2025
30 minute consultation
Zain is amazing to work with & knows how to work well with tech novices such as myself! :-)
DK
David K.
Jan 31, 2025
30 minute consultation
Another great meeting with Zain!!!! We appreciate his efforts on our exciting new crypto project & recommend him to all!
DK
David K.
Jan 24, 2025
30 minute consultation
Another great call!! Very excited to continue working with Zain!
TJ
Tracey J.
Jul 19, 2024
Multiplayer Meta XR SDK Bug Fix - Mixed Reality VR Project
Zain is a VR rockstar! Fixed a nasty bug in our multiplayer project with the Meta XR SDK. Super professional, great communication, and a problem-solver extraordinaire. Highly recommend!
JH
Janet J H.
Jul 12, 2024
Expert Mixed Reality/Metaverse developer to develop an Apple vision Pro App
Zain is a lifesaver! He fixed a tricky bug in my Apple Vision Pro code on GitHub. Great communication, fast work, and definitely knows his stuff. Highly recommend!
About Zain
AI Engineer | AI Developer | Generative AI | Machine Learning-LLMs-NLP
100%
Job Success
Barking, United Kingdom - 9:56 pm local time
With over 8 years of experience, I specialize in cutting-edge AI and Machine Learning technologies, including Generative AI, Large Language Models (LLMs) like GPT-4, ChatGPT, Llama, Claude, Falcon, and Mistral. My expertise spans across NLP (Natural Language Processing), Deep Learning with TensorFlow, PyTorch, Keras, Computer Vision using OpenCV, YOLOv5, Faster R-CNN, and advanced AI frameworks like Hugging Face, LoRa, Flux LoRa, ComfyUI, and Mojo Programming Language. I’m skilled in deploying AI solutions on leading platforms like AWS SageMaker, Google Cloud AI, Azure ML, and Runpod, ensuring robust, scalable, and high-performing AI applications. Let’s drive innovation with state-of-the-art AI technology together! 🌟
📞 𝐅𝐫𝐞𝐞 𝟑𝟎-𝐦𝐢𝐧𝐮𝐭𝐞 𝐂𝐨𝐧𝐬𝐮𝐥𝐭𝐚𝐭𝐢𝐨𝐧
🏆 8+ Years of Expertise in AI Development & Machine Learning
✅ Generative AI: Proficient with DALL-E, MidJourney, Stable Diffusion, ComfyUI, Eleven Labs, GANs, VAEs, Score-Based Generative Models, Sora
✅ Large Language Models (LLMs): Skilled in GPT-3, GPT-4, ChatGPT, Llama, Claude, Falcon, Mistral, Grok (X by Elon Musk), Proplexity AI, BLOOM, GLaM (Google's Generalist Language Model), T5, Meena (Google)
✅ NLP: Expertise with Hugging Face, BERT, RoBERTa, T5, XLNet, GPT-Neo, UL2 (Unifying Language Learning), SpaCy
✅ Deep Learning: Mastery of TensorFlow, PyTorch, Keras, MXNet, ONNX (Open Neural Network Exchange), CNNs, RNNs, Transformers, Autoencoders
✅ Computer Vision: Expert in Object Detection, Image Segmentation, OCR, OpenCV, YOLOv5, YOLOv8, Faster R-CNN, Mask R-CNN, ViT (Vision Transformers)
✅ Advanced Techniques: Federated Learning, Reinforcement Learning (RL), Transfer Learning, Multimodal AI, XAI (Explainable AI), Ethical AI, Neural Architecture Search (NAS)
🎨 Technologies & Frameworks
🔧 Hugging Face | LoRa | Flux | Flux LoRa | ComfyUI | OpenAI API
🔧 Python | Mojo Programming | C++ | CUDA | Java | R | Rust
🔧 Node.js | React.js | Next.js | Vue.js | TypeScript
🔧 AWS SageMaker | GCP AI Platform | Azure ML Studio | Runpod | IBM Watson
🔧 MLOps: MLflow, DVC, Tecton, Weights & Biases, Kubeflow
🔧 Cloud & Edge AI: AWS, GCP, Azure, IBM Cloud, Oracle Cloud, Alibaba Cloud, TensorFlow Lite, NVIDIA Jetson, Intel OpenVINO, AWS Greengrass
📞 Industry Applications
🏥 Healthcare: HIPAA-compliant AI, Medical Imaging, MONAI, BioBERT
💰 Finance: Fraud Detection, Algorithmic Trading, Credit Scoring, AI-Driven Risk Management
🛒 Retail & E-commerce: Recommendation Engines, Customer Segmentation, Demand Forecasting, Personalized Marketing
⚖️ Legal: Document Analysis, Contract Review, Regulatory Compliance, AI-Powered Legal Research
🚀 Programming Languages & Tools
🛠️ Python: PyTorch, TensorFlow, Scikit-Learn, XGBoost, LightGBM, CatBoost, Dask
🛠️ JavaScript: Node.js, React.js, Vue.js, Angular, Svelte
🛠️ R: caret, randomForest, gbm, shiny, RStudio
🛠️ C++ & CUDA: High-Performance Computing, Kernel Development
🛠️ Java: Apache Spark, Hadoop, Weka
🛠️ Rust & Go: Developing high-performance, concurrent AI applications
🌐 AI Infrastructure & Deployment
📡 Cloud AI: AWS SageMaker, GCP AI Platform, Azure ML Studio, IBM Watson, Oracle Cloud AI, Alibaba Cloud
📡 Edge AI: TensorFlow Lite, NVIDIA Jetson, Intel OpenVINO, AWS Greengrass, Edge Impulse
📡 AI Platforms: Google Vertex AI, Azure Synapse Analytics, Databricks, H2O.ai, DataRobot
🌱 Continuous Learning & Innovation
🎯 Cutting-Edge Research: NeurIPS, ICML, CVPR, AAAI
🎯 Community Engagement: Open-source Contributions, Hackathons, AI Conferences, Kaggle Competitions
My expertise spans across various tasks including Multimodal AI, Computer Vision (e.g., Image Classification, Object Detection, Depth Estimation), and Natural Language Processing (NLP) tasks such as Text Classification, Text Generation, Translation, and Summarization. I am proficient in handling Zero-Shot Learning scenarios, including Zero-Shot Classification and Zero-Shot Object Detection. My work also extends to Audio Processing, including Text-to-Speech, Automatic Speech Recognition (ASR), and Audio Classification, utilizing top models like openai/whisper-large-v3 and Mozilla/whisperfile.
I have implemented models such as meta-llama/Meta-Llama-3.1-8B, nvidia/Mistral-NeMo-Minitron-8B-Base, NousResearch/Hermes-3-Llama-3.1-8B, and ai21labs/AI21-Jamba-1.5-Large for Text Generation tasks. My projects have leveraged Text-to-Image models like stabilityai/stable-diffusion-3-medium, black-forest-labs/FLUX.1-dev, XLabs-AI
🌟 Why Work With Me?
🔍 Client-Centric: Focused on delivering AI solutions that drive business growth and innovation.
🔍 Transparent Process: Clear communication, timely updates, and collaborative development.
🔍 Results-Driven: Delivering AI solutions that optimize operations and enhance user experience.
Let’s connect and explore how we can turn your AI vision into a reality!
Steps for completing your project
After purchasing the project, send requirements so Zain can start the project.
Delivery time starts when Zain receives requirements from you.
Zain works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements
Planning