Emre YILMAZ's starred repositories

whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

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whisper-timestamped

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

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groq-moa

Mixture of Agents using Groq

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captions-demo

A demo demonstrating how to add captions to your videos using a VTT file generated by AssemblyAI

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graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

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LLM101n

LLM101n: Let's build a Storyteller

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Tiger

Neuralink for your AI Agents - LangChain - Autogen - CrewAI

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tlbrowse

Generate imagined websites on an infinite canvas

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instructor

structured outputs for llms

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Joycoach

Web interface for working with an AI coach to apply the 10 skills from "The Joy of Success" by Susan Ford Collins

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groqbook

Groqbook: Generate entire books in seconds using Groq and Llama3

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Semantic

SemanticPDF: Drag, Drop, Semantic Search - SemanticPDF is a simple, privacy-focused application that makes it easy to upload a PDF file and perform a semantic search on contents.

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Verba

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

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Verbi

A modular voice assistant application for experimenting with state-of-the-art transcription, response generation, and text-to-speech models. Supports OpenAI, Groq, Elevanlabs, CartesiaAI, and Deepgram APIs, plus local models via Ollama. Ideal for research and development in voice technology.

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vanna

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

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fastapi_msal

A FastAPI Plug-In to support authentication authorization using the Microsoft Authentication Library (MSAL)

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Question-Generation

Generating multiple choice questions from text using Machine Learning.

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AI-Quiz-Generator

GPT-powered multiple choice quiz generator built with Next.js

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cohere-toolkit

Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.

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Prompt-Enhancer

Prompt Engineering at Your Fingertips!

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ATLAS

A principled instruction benchmark on formulating effective queries and prompts for large language models (LLMs). Our paper: https://arxiv.org/abs/2312.16171

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Voice-Draw

VoiceDraw is an AI-driven application that enables users to create visuals via voice commands.

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anthropic-retrieval-demo

Lightweight demo using the Anthropic Python SDK to experiment with Claude's Search and Retrieval capabilities over a variety of knowledge bases (Elasticsearch, vector databases, web search, and Wikipedia).

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rag-resources

A collection of curated RAG (Retrieval Augmented Generation) resources.

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LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

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RAGatouille

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

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ai-benchmarks

Benchmarking suite for popular AI APIs

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make-real

Draw a ui and make it real

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