genai

A clean and modular FastAPI boilerplate designed to kickstart your GenAI project.

An Execution Isolation Architecture for LLM-Based Agentic Systems

Build Enterprise RAG (Retriver Augmented Generation) Pipelines to tackle various Generative AI use cases with LLM's by simply plugging componants like Lego pieces.

🚀 Building Go applications with LLMs through composability

This repo aims to help developers to get into the genAI topic quicker by automating AI Core and HANA Vector Engine provisioning and configuration with Terraform Provider for SAP BTP.

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents.

Supercharge your applications using Cloudflare Workers and Gemini within minutes (and for free, up to hundreds of requests per day) ☁️✨

The open-source universal adapter for LLMs. Turn messy real-world data into clean, agent-ready context.

Enterprise RAG ecosystem managing 32000+ semantic chunks. Features hybrid parsing (LlamaParse/PyMuPDF) and 256-dim MRL embeddings for 512MB RAM environments

Seamlessly invoke Amazon Bedrock or your custom models, enabling a smooth experience with AWS GenAI services.

🤖 A curated list of websites that restrict access to AI Agents, AI crawlers and GPTs

A minimal TensorFlow.js re-implementation of Karpathy's minGPT (Generative Pre-trained Transformer). The GPT model itself is <300 lines of code.

Graph traversal for improved RAG

A python program using Generative AI to create an entire strip from a short description of the scenario

MiniPilot is a GenAI-assisted chatbot backed by Redis. Chat with your documents

Make Music Unlearnable for Generative AI.

Evaluating Data Attribution for Text-to-Image Models: a visual data attribution benchmark for evaluating and learning training image influences.

Possibly futile attempt at grounding hype with theory and fundamentals

A tiny, vendor-neutral LLM client library — one interface (LLMClient) with pluggable adapters for OpenAI, AWS Bedrock and Google Gemini, or bring your own backend.

Samples on how to build industry solution leveraging generative AI capabilities on top of SAP BTP and integrated with SAP S/4HANA Cloud.