ChatBot with with open-source Models

(4 customer reviews)

₦44,515.43

Transform your customer engagement with “ChatBot with Open-Source Models,” delivering AI-driven chatbot solutions powered by open-source technology. Enhance efficiency, improve customer satisfaction, and streamline operations with our scalable and customizable chatbot solutions.

 

 

Category:

Description

This ChatBot utilizes open-source models to deliver a flexible and customizable conversational experience tailored to your specific needs. By leveraging robust frameworks like Rasa, Botpress, or Hugging Face’s Transformers, the ChatBot can be trained to understand context and engage users effectively across various applications, from customer support to lead generation.

Open-source models provide the advantage of transparency and adaptability, allowing developers to fine-tune the chatbot’s behavior and responses based on real user interactions. This means you can easily integrate domain-specific knowledge, ensuring that the chatbot provides relevant and accurate answers to user inquiries.

The ChatBot can be deployed on multiple platforms, including websites, messaging apps, and social media channels, creating a seamless experience for users. With capabilities such as natural language understanding, intent recognition, and context management, it can handle complex conversations and provide personalized responses.

Furthermore, the integration of analytics tools enables you to monitor user interactions and gather insights, allowing for continuous improvement of the chatbot’s performance. By utilizing open-source models, this ChatBot solution empowers your business to enhance customer engagement, optimize operational efficiency, and foster innovation in a rapidly evolving digital landscape.

 

About Freelancer

I have successfully completed many (70+ on Upwork) Machine Learning projects with training/finetuning, inference, and deployment (MLOps) for over 5 years. There are a few long-term projects on Upwork where I worked for more than 6 months as a full-time engineer.

Machine learning expertise –
– Python,
– HuggingFace/transformers,
– Keras, PyTorch, TensorFlow,
– Spacy, NLTK
– SciKit Learn,
– SciKit Image,
– OpenCV,
– pandas,
– NumPy,
– Docker

I have also worked on some backend and frontend frameworks for model deployment, such as Flask, Tornado, Django, ReactJS, and ReactNative. I have configured a couple of ML infrastructures in GCP and AWS so that it has low latency and low cost at the same time.

Types of projects I have completed in recent years –
#1. Natural Language Processing/Understanding/Generation
– Chat engine with HuggingFace, GPT, LangChain, OpenAI, ChromaDB
– Virtual Personal Assistant Whisper, LLaMA, Tacotron
– Customer Support with Whisper, GPT4, GoogleTTS, Twilio
– Tweet Generator
– Recommendation Systems

#2. Computer Vision –
– OCR with Textract, Tesseract, DocTR
– Real-time person detection and recognition
– Image segmentation
– Image depth measurements

#3. Reinforcement Learning –
– Fine-tune GPT-2 for review generation with TRL
– Toy game player/agent with DQN

#4. Artificial Intelligence Algorithm –
– Genetic Algorithm
– DPLL

#5. Regression Models –
– Sales Prediction
– Stock Price Prediction

Contact Freelancer

    4 reviews for ChatBot with with open-source Models

    1. Obi –

      “Fantastic job on creating our ChatBot! It’s user-friendly, improves user interaction, and has become an invaluable asset to our business operations.”

    2. Kabiru –

      “Impressed with the accuracy and responsiveness of the ChatBot developed using open-source models. It’s boosted our customer engagement significantly!”

    3. Chidiebere –

      “The ChatBot created for us was customized perfectly to our needs. It integrates seamlessly with our systems and has enhanced our service efficiency.”

    4. Abdulrahaman –

      “The team delivered beyond expectations! Our ChatBot not only understands our customers but also helps streamline our operations. Very satisfied!”

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