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1. FastAPI-Model-Inference-Embeddings-API FastAPI-Model-Inference-Embeddings-API Public

   Async FastAPI service for real-time ML predictions and text embeddings. Loads the model once, runs inference in a thread pool with caching, and targets sub-200 ms latency. Includes tests, Locust lo…

   Python 1

2. AIPromptChat AIPromptChat Public

   This project is an AI-powered chat application where users can enter a prompt and receive a response generated by an AI model. The application allows users to stop response generation, save convers…

   HTML 1

3. RAG-Chatbot-Pipeline-with-FAISS-Vector-Store RAG-Chatbot-Pipeline-with-FAISS-Vector-Store Public

   A RAG chatbot built with LangChain and FAISS that answers questions from your documents with source citations, refuses out-of-scope queries, remembers conversation context, and runs through a FastA…

   Python 1

4. SentiScope-AI---Product-Review-Sentiment-Analysis SentiScope-AI---Product-Review-Sentiment-Analysis Public

   Sentiment analysis that classifies Amazon product reviews as Positive, Negative or Neutral. TF-IDF with Linear SVM, Logistic Regression and Naive Bayes, tuned and compared, served via FastAPI with …

   Python 1

5. Smart-Text-Classifier Smart-Text-Classifier Public

   Smart Text Classifier: an NLP/ML project that classifies short messages into Complaint, Inquiry, Feedback or Other using TF-IDF and Logistic Regression. Includes a custom dataset, evaluation metric…

   Python 1

6. ToolMind-Tool-Using-LLM-Agent-with-Validation-Retries-and-Full-Logging ToolMind-Tool-Using-LLM-Agent-with-Validation-Retries-and-Full-Logging Public

   Multi-step LLM agent (Gemini) that calls tools: web search, calculator, read-only SQL and a sandboxed file reader. Pydantic argument validation, retries with backoff, step limit, loop guard and ful…

   Python