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1. Conversational_AI Conversational_AI Public

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2. Semantic-Cache Semantic-Cache Public

   Semantic caching for LLM responses using Redis Vector DB, LangChain, and HuggingFace embeddings, parses PDFs, generates FAQs with Groq, and serves similarity-based answers without redundant LLM calls.

   Jupyter Notebook 1

3. MultiAgent-Recommender MultiAgent-Recommender Public

   🎬 Conversational recommender system powered by a three-specialized-agent CrewAI pipeline (Preference Analyst → Movie Matcher → Recommendation Generator), powered by Vector search, Groq LLM, and Lan…

   Jupyter Notebook 1

4. Vectorless-Rag Vectorless-Rag Public

   Reasoning-based, vectorless RAG over a large document using a hierarchical tree (PageIndex) and a Vision-Language Model (Llama 4 Scout), no embeddings, no vector store, no text chunking.

   Jupyter Notebook 1

5. github-slideshow github-slideshow Public

   A robot powered training repository 🤖

   Ruby

6. Number-Guess Number-Guess Public

   This program rolls a pair of dice. Add the values of the roll. Ask the user to guess a number. Compare the user’s guess to the total value. Determine the winner (user or computer).