Discover AIAnytime/Training-Small-Language-Model Open Source project

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.

293

Chat-with-PDF-Chatbot

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

142

ChatCSV-Streamlit-App

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

Haystack-and-Mistral-7B-RAG-Implementation

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

ChatCSV-Llama2-Chatbot

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

Question-Answer-Generation-App-using-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.

Medical-RAG-using-Bio-Mistral-7B

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.

Search-Your-PDF-App

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

Function-Calling-Mistral-7B

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.

YouTube-Video-Summarization-App

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

Zephyr-7B-beta-RAG-Demo

Multimodal RAG using Langchain

Multimodal-RAG-using-Langchain

Multimodal AI App using Llava 7B and Gradio.

Multimodal-AI-App-using-Llava-7B

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

Medical-RAG-using-Meditron-7B-LLM

This is a Gorilla LLM Demo app developed using Streamlit.

Gorilla-LLM-Demo-App

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

Question-Answer-Generation-App

Groq Chat App built using Groq API and Streamlit.

Groq-Chat-App

Automatic Generation of Visualizations and Infographics with LLMs and Streamlit for your CSV data.

LIDA-Demo-Streamlit-App

GGUF Quantization of any LLM.

GGUF-Quantization-of-any-LLM

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

RAG-Tool-using-Haystack-Mistral-and-Chainlit

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

Evaluation-of-LLMs-and-RAGs

Medical Help App using GPT-4V

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

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

Text-to-Music-Generation-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.

Text-to-PPT-Generation-Streamlit-App

It is for Llama 2 Deployment on AWS.

Llama-2-Deployment-on-AWS

On-device LLM Inference using Mediapipe LLM Inference API.

On-device-LLM-Inference-using-Mediapipe

Medical Mixture of Experts LLM using Mergekit.

Medical-Mixture-of-Experts-LLM

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

rag-evaluator

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

Chat-with-Audio-using-LLM

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

Design-to-Website-App-using-Generative-AI

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

SLIM-Models-by-LLMWare

Whisper API built using FastAPI inside a Docker container.

Whisper-API-in-Docker-Container

A Streamlit application that summarizes documents using LaMini-LM.

LaMini-LM-Summarization-Streamlit-App

Chat with Your Data App using Langchain, ChromaDB, Sentence Transformers, and LaMiNi LM Model. This Chatbot is completely powered by Open Source Models. No OpenAI key is required.

Chat-With-Your-Data-Chatbot

llmware-RAG-Demo-App

llmware RAG Demo App.

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

LLM-Inference-API-in-Rust

Rust

QA-in-PDF-using-ChatGPT-and-Pinecone

This is a chatbot using ChatGPT and Pinecone.

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

Synthetic-Data-Generation-using-LLM

Investment Banker Chatbot using Intel's Neural Chat 7B LLM, BGE Embeddings, ChromaDB, Langchain, and CTransformers.

Investment-Banker-Chatbot

Chrome Extension powered by LLM

Chrome-Extension-powered-by-LLM

HyDE based RAG using NVIDIA NIM.

HyDE-based-RAG-using-NVIDIA-NIM

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

PubMed-Healthcare-Chatbot

Small Multimodal Vision Model "Imp-v1-3b" trained using Phi-2 and Siglip.

Small-Multimodal-Vision-Model

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

AI-News-Anchor-Generator-App

Phi-2-Colab-Notebook

Phi-2 Colab Notebook

Fine Tuning Multimodal LLM "Idefics 9B" on Pokemon Go Dataset available on Hugging Face.

Fine-Tuning-Multimodal-LLM

Faster Stable Diffusion using SSD-1B. A gradio app inside for demo.

Faster-Stable-Diffusion-SSD-1B

This is the official repo of "Quick Minutes of Meeting using ChatGPT" video on AI Anytime YouTube channel. We have used Da Vinci 003 model (GPT 3.5) by Open AI to generate MoM from video file. We are using Open AI's Whisper to get the transcripts from audio file and then generating the MoM from it. ChatGPT acts like a co-founder.

Quick-Minutes-of-Meeting-using-ChatGPT

This is a QA bot based on Code Llama. It is a new LLM for code by Meta AI.

Code-Llama-QA-Bot

Semantic-search-and-Summarization-App

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

SaaS-Startup-using-Generative-AI

This is an official repository for the Article Generation app using Llama2, Pexels, and Streamlit.

Llama-2-Article-Generation-App

PaliGemma Inference and Fine Tuning

PaliGemma-Inference-and-Fine-Tuning

Create Vector Store from Scratch in pure Python.

Create-Vector-Store-from-Scratch

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.

GPT-Shield-AI-Plagiarism-Detector

A simple Sentiment Analysis API in FastAPI.

Sentiment-Analysis-API

Agentic RAG using Crew AI.

Agentic-RAG-using-Crew-AI

This is the official repo of Text Summarizer Streamlit App video from AI Anytime YouTube channel.

Text-Summarizer-Streamlit-App

This is "Your Private StackOverflow" app that helps you perform generative search in your code bases. This is built using open-source stack and runs entirely on a CPU machine.

Your-Private-StackOverflow

Guardrails implementation in Generative AI powered apps. This app will show you how to put Guardrails in LLMs.

Guardrails-Implementation-in-LLMs

AI Agents Streamlit App using Crew AI.

AI-Agents-Streamlit-App

Scikit LLM Text Classification Streamlit App repository from AI Anytime YouTube channel.

Scikit-LLM-Text-Classification-Streamlit-App

Metadata Enrichment using KeyBERT for advanced and improved RAG.

Metadata-Enrichment-using-KeyBERT

Phi-2 Fine Tuning to build a mental health GPT.

Phi-2-Fine-Tuning

On-device real-time RAG App built using Jina Reader, Mediapipe, Gemma 2b IT LLM.

On-device-real-time-RAG-App

JavaScript

CrewAI-AgentOps

CrewAI AgentOps: Monitor your AI Agents

Multi AI Agents for Investment Risk Analysis

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

Search and Retrieve Information from Website using Langchain and OpenAI Functions.

Search-in-Website-Streamlit-App

Llama 3 ORPO Fine Tuning on A100 in Colab Pro.

Llama-3-ORPO-Fine-Tuning

LLM-based Chatbot for PetCare. The app is built on open source stack and useful for Vet Doctors, Pet Lovers, etc. Supercharge your PetCare conversations with our lightning-fast AI chatbot powered by Llama 2.

RAG-using-AWS-Bedrock-and-Azure-OpenAI

Eval-LLMs

RAG-Backend

PetCare-AI-Llama-2-Chatbot

Unsloth-Fine-Tuning

Unsloth Fine Tuning

How to implement a better RAG? Covering Lotr (Lord of the Retrievers), Reranking Algos like RRF, Round Robin, Contextual Compression, Lost in the Middle, etc.

How-to-implement-a-better-RAG

Get Started with Qdrant Vector DB. From Setup to First RAG Implementation using Qdrant.

Build-your-first-RAG-using-Qdrant-Vector-Database

Perplexity Lite using Langgraph, Tavily, and GPT-4.

Perplexity-Lite

Code-Llama-GGUF-Demo

Code Llama GGUF Demo

AI-Agents-using-Crew-AI

AI Agents using Crew AI

Audio Summarization App using Gemini LLM.

Audio-Summarization-App-using-Gemini-1.5

Fine Tune Multimodal LLM "Idefics 2" using QLoRA.

Fine-Tune-Multimodal-LLM-Idefics-2

Stream Diffusion in Colab

Stream-Diffusion-in-Colab

ComfyUI Colab Notebook for Image and Video Generation.

ComfyUI-Colab-Notebook

Fashion Search App (Text to Image Search) using AI Model.

Fashion-Search-App-using-AI

Visual Question Answering API and App using ViLT, Fast API, and Streamlit.

AIAnytime

Visual-Question-Answering-API-and-App

Prompt Injection & Prevention techniques. Secure your AI Chatbots built using LLMs.

Prompt-Injection-Prevention

This is an app that summarises Lex Fridman's podcast clips powered by GPT 3.5 and Whisper JAX.

Lex-Podcast-Summarization

An image identification application built in React and deployed on Firebase using machine learning framework for browser "TensorFlow.js" and pre-trained model for image classification "MobileNet".

Create-Llama-RAG-App

TypeScript

Image-Identification-App

JavaScript

carboncentrik-calculator

A simple Streamlit app for calculating the Carbon Footprint.

This is a chatbot implementation in Streamlit using OpenAI ChatGPT and Deep Lake which is a database for AI.

Chatbot-using-ChatGPT-and-Deep-Lake

Official repo of Q&A app built using GPT-3.

GPT-3-powered-Question-Answering-App-using-Langchain-GPT-Index-and-Gradio

An Streamlit application that uses GPT3.5 to generate Readme from the code file.

Readme-Generator-using-ChatGPT

Phi-3-LLM-by-Microsoft

Phi-3 LLM by Microsoft.

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

Machine-Learning-Models-Implementation

This is an official repo for synthetic data generation using Gretel, a Generative AI platform for generating synthetic data.

Synthetic-Data-Generation-using-Generative-AI

It is the official repo of News Article Generator using ChatGPT and Whisper. It takes an input video and then uses Whisper to extract the transcript and OPEN AI's GPT3.5 to generate the News Article.

News-Article-Generator-using-ChatGPT-and-Whisper

Picozi is an AI-enabled application that uses Computer Vision and Deep Learning to compute images and perform several processing tasks automatically.

Picozi

FishVision built using Streamlit identifies the different species of Fishes in a given image. It is trained on "A Large Scale Fish Data" available on Kaggle using the pre-trained model "MobileNetV2".

100

fishvision