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285 repositories
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.
Python
SmolDocling OCR App
SmolDocling OCR App built using SmolDocling 256M Model and Streamlit.
Python
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.
Python
Document Buddy App
Built using Open Source Stack (Llama 3.2 Model, BGE Embeddings, and Qdrant running locally within a Docker Container)
Python
Mistral OCR App
An OCR App built using Mistral OCR API and Streamlit.
Python
ChatCSV Streamlit App
An LLM powered ChatCSV Streamlit app so you can chat with your CSV files.
Python
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.
HTML
Graphy v1
Graphy v1: A Realtime GraphRAG App using Langchain, Neo4j, GPT-4o, and Streamlit.
Python
Haystack and Mistral 7B RAG Implementation
Haystack and Mistral 7B RAG Implementation. It is based on completely open-source stack.
Python
Multi Agents System from Scratch
Multi AI Agents System from Scratch in pure python without any frameworks.
Python
Awesome MCP Server
A curated directory of Model Context Protocol servers, plus runnable reference implementations in Python.
Python
ChatCSV Llama2 Chatbot
ChatCSV bot using Llama 2, Sentence Transformers, CTransformers, Langchain, and Streamlit.
Python
Question Answer Generation App using Mistral 7B
Question Answer Generation App using Mistral 7B, Langchain, and FastAPI.
HTML
Medical RAG using Meditron 7B LLM
Medical RAG QA App using Meditron 7B LLM, Qdrant Vector Database, and PubMedBERT Embedding Model.
HTML
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.
Python
AI Agents from Scratch using Ollama
AI Agents from Scratch using Ollama Local LLMs.
Python
Multimodal RAG using Langchain
Multimodal RAG using Langchain
Jupyter Notebook
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.
Python
Function Calling Mistral 7B
Function Calling Mistral 7B. Learn how to make functions call for open source LLMs.
Jupyter Notebook
Fine Tune DeepSeek
Fine Tune DeepSeek
Jupyter Notebook
rag evaluator
A library for evaluating Retrieval-Augmented Generation (RAG) systems (The traditional ways).
Python
GGUF Quantization of any LLM
GGUF Quantization of any LLM.
Jupyter Notebook
Agent Memory Playground
Agent Memory Playground: AI Agent Memory Design & Optimization Techniques
Python
Crawl Websites to Markdown
Crawl Websites to Markdown.
Jupyter Notebook