LLMs Playground

1. Conversational AI (Chatbot🤖) with RAG using LangChain🦜️ & LlamaIndex🦙

Title	Medium Article	Repository
Comprehensive Guide to Customize your Llama2 ChatBot using LlamaIndex and Streamlit	🔗	🔗
Mistral-7B-Instruct Based Multi-PDFs ChatBot using LangChain and Streamlit		🔗
Llama2-7B Based CSV ChatBot using LangChain		🔗

2. Advanced RAG 📚📒

Title	Medium Article	Repository
Optimizing Retrieval with Additional Context & MetaData using LlamaIndex🦙	🔗	🔗
Enhancing Retrieval Efficiency through Evaluating Reranker Models using LlamaIndex🦙	🔗	🔗

3. LLM Fine Tuning 🧠 and Applications 💡

Title	Medium Article	Repository
Elevating Mistral-7B’s Performance through Finetuning using QLoRA	🔗	🔗
T5 Fine Tuning & Evaluation for Text Summarization		🔗
Falcon-7B Based Video 🎬 Summarization using Langchain		🔗
🎵 Audio Generation 🎹 using Audio Craft		🔗

2. Deploying LLMs ☁️

Title	Medium Article	Repository
Serverless Magic with Lambda, SageMaker DLC, and API Gateway	🔗	🔗
Vector Indexing and ANN using FAISS with AWS Serverless Architecture	🔗	🔗

3. Experimenting with LangChain🦜️

Title	Medium Article	Repository
Quickstart with LangChain		🔗
Summarization Strategies		🔗

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