AI Anytime

Llama2-Medical-Chatbot. This is a medical bot built using Llama2 and Sentence Transformers. The bot is powered by Langchain and Chainlit. The bot runs on a decent CPU machine with a minimum of 16GB of RAM.

SmolDocling-OCR-App. SmolDocling OCR App built using SmolDocling 256M Model and Streamlit.

Chat-with-PDF-Chatbot. This Chatbot is an interactive app developed to assist users to interact with their PDF. It is built using Open Source Stack. No OpenAI is required.

Document-Buddy-App. Built using Open Source Stack (Llama 3.2 Model, BGE Embeddings, and Qdrant running locally within a Docker Container)

ChatCSV-Streamlit-App. An LLM powered ChatCSV Streamlit app so you can chat with your CSV files.

Mistral-OCR-App. An OCR App built using Mistral OCR API and Streamlit.

Medical-RAG-using-Bio-Mistral-7B. This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding model, Qdrant as a self hosted Vector DB, and Langchain & Llama CPP as an orchestration frameworks.

Haystack-and-Mistral-7B-RAG-Implementation. Haystack and Mistral 7B RAG Implementation. It is based on completely open-source stack.

Graphy-v1. Graphy v1: A Realtime GraphRAG App using Langchain, Neo4j, GPT-4o, and Streamlit.

Multi-Agents-System-from-Scratch. Multi AI Agents System from Scratch in pure python without any frameworks.

ChatCSV-Llama2-Chatbot. ChatCSV bot using Llama 2, Sentence Transformers, CTransformers, Langchain, and Streamlit.

Awesome-MCP-Server. All MCP Servers related projects.

Medical-RAG-using-Meditron-7B-LLM. Medical RAG QA App using Meditron 7B LLM, Qdrant Vector Database, and PubMedBERT Embedding Model.

Question-Answer-Generation-App-using-Mistral-7B. Question Answer Generation App using Mistral 7B, Langchain, and FastAPI.

AI-Agents-from-Scratch-using-Ollama. AI Agents from Scratch using Ollama Local LLMs.

Search-Your-PDF-App. Search Your PDF App using Langchain, ChromaDB, Sentence Transformers, and LaMiNi LM Model. This app is completely powered by Open Source Models. No OpenAI key is required.

Multimodal-RAG-using-Langchain. Multimodal RAG using Langchain

YouTube-Video-Summarization-App. YouTube Video Summarization App built using open source LLM and Framework like Llama 2, Haystack, Whisper, and Streamlit. This app smoothly runs on CPU as Llama 2 model is in GGUF format loaded through Llama.cpp.

Function-Calling-Mistral-7B. Function Calling Mistral 7B. Learn how to make functions call for open source LLMs.

Fine-Tune-DeepSeek. Fine Tune DeepSeek

rag-evaluator. A library for evaluating Retrieval-Augmented Generation (RAG) systems (The traditional ways).

GGUF-Quantization-of-any-LLM. GGUF Quantization of any LLM.

Crawl-Websites-to-Markdown. Crawl Websites to Markdown.

Multimodal-AI-App-using-Llava-7B. Multimodal AI App using Llava 7B and Gradio.

Text-to-PPT-Generation-Streamlit-App. This is an official repo for "Text to PPT Streamlit App". It generates PPT from your text using GPT-X Model and Python PPTX Library.

Agent-Memory-Playground. Agent Memory Playground: AI Agent Memory Design & Optimization Techniques

Zephyr-7B-beta-RAG-Demo. Zephyr 7B beta RAG Demo inside a Gradio app powered by BGE Embeddings, ChromaDB, and Zephyr 7B Beta LLM.

PyMuPDF4LLM-for-Data-Extraction. PyMuPDF4LLM for Data Extraction. Build better and efficient RAG.

Agentic-RAG-using-Crew-AI. Agentic RAG using Crew AI.

Gorilla-LLM-Demo-App. This is a Gorilla LLM Demo app developed using Streamlit.

Synthetic-Data-Generation-using-LLM. Synthetic Data Generation using LLM via Argilla, Distilabel, ChatGPT, etc.

azure-search-openai-demo. A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

LIDA-Demo-Streamlit-App. Automatic Generation of Visualizations and Infographics with LLMs and Streamlit for your CSV data.

Groq-Chat-App. Groq Chat App built using Groq API and Streamlit.

Whisper-API-in-Docker-Container. Whisper API built using FastAPI inside a Docker container.

Training-Small-Language-Model. Training Small Language Model

Evaluation-of-LLMs-and-RAGs. A complete guide to evaluate LLMs and RAGs. Both theory and code based approaches covered.

Question-Answer-Generation-App. Question Answer Generation App from the documents. Primarily suited to Teachers and related Academia's posts.

Build-your-first-RAG-using-Qdrant-Vector-Database. Get Started with Qdrant Vector DB. From Setup to First RAG Implementation using Qdrant.

PubMed-Healthcare-Chatbot. PubMed Healthcare Chatbot. LLM Augmented Q&A over PubMed Search Engine.

Medical-Help-App-using-GPT-4V. Medical Help App using GPT-4V

Text-to-Music-Generation-App. Text to Music Generation App built using Meta's Audiocraft library. It is a Streamlit application utilises Music Gen small model.

Groq-Whisper-Fast-Transcription-App. Groq-Whisper Fast Transcription App built using Groq API and Streamlit.

On-device-LLM-Inference-using-Mediapipe. On-device LLM Inference using Mediapipe LLM Inference API.

agent-watch. Agent Watch is an AgentOps monitoring library designed for Crew AI applications.

RAG-Tool-using-Haystack-Mistral-and-Chainlit. RAG Tool using Haystack, Mistral, and Chainlit. All open source stack on CPU.

Medical-Mixture-of-Experts-LLM. Medical Mixture of Experts LLM using Mergekit.

LLM-Inference-API-in-Rust. LLM Inference API in Rust. It also has a streamlit app that requests the running API in Rust.

GPT-Shield-AI-Plagiarism-Detector. This is streamlit app that gives you the perplexity and burstiness scores for LLM generated responses. It helps you detect some sort of plagiarism in the generated responses.

SLIM-Models-by-LLMWare. SLIM Models by LLMWare. A streamlit app showing the capabilities for AI Agents and Function Calls.

Design-to-Website-App-using-Generative-AI. Design to Website App using Generative AI. It is a streamlit application that uses OCR and LLM to generate code/website from design.

Chat-with-Audio-using-LLM. This is a Streamlit application that helps you chat with your audio file powered by Langchain, ChromaDB, and OpenAI.

CrewAI-AgentOps. CrewAI AgentOps: Monitor your AI Agents

QA-in-PDF-using-ChatGPT-and-Pinecone. This is a chatbot using ChatGPT and Pinecone.

Llama-2-Deployment-on-AWS. It is for Llama 2 Deployment on AWS.

AI-News-Anchor-Generator-App. AI News Anchor Generator App built using Midjourney, D-ID, OpenAI, NewsAPI, and Streamlit.

Machine-Learning-Models-Implementation. Implementation of several ML models on real-world datasets with detailed explanation in notebooks.

HyDE-based-RAG-using-NVIDIA-NIM. HyDE based RAG using NVIDIA NIM.

SaaS-Startup-using-Generative-AI. A SaaS Startup using Generative AI. This is a code bug fixer SaaS built using Azure OpenAI, Stripe, SQLite, and web technologies.

Multi-AI-Agents-for-Investment-Risk-Analysis. Multi AI Agents for Investment Risk Analysis