ordenador

dspy

DSPy: The framework for programming—not prompting—foundation models

pulumi

Pulumi - Infrastructure as Code in any programming language 🚀

RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

dialogflow-integrations

Dialogflow integrations with multiple platforms including KIK, Skype, Spark, Twlio, Twitter and Viber

k8sgpt

Giving Kubernetes Superpowers to everyone

Open_Data_QnA

The Open Data QnA python library enables you to chat with your databases by leveraging LLM Agents on Google Cloud. Open Data QnA enables a conversational approach to interacting with your data.

rag_api

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

pinokio

AI Browser

wrfcloud

WRF Cloud Framework

cicd-images

helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).

mem0

The Memory layer for your AI apps

Flowise

Drag & drop UI to build your customized LLM flow

dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

reference-architecture-gcp

Humanitec GCP Reference Architecture implementation

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

openllmetry

Open-source observability for your LLM application, based on OpenTelemetry

apisix

The Cloud-Native API Gateway

ToonCrafter

[SIGGRAPH Asia 2024, Journal Track] ToonCrafter: Generative Cartoon Interpolation

genetic-shift-scheduler

A shift assignment optimizer built in Python, leveraging genetic algorithms to ensure equitable distribution and adherence to specific shift rules. Ideal for teams needing automated and fair shift scheduling

cookbook

cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

loopvlm

run paligemma in real time

phidata

Build AI Assistants with memory, knowledge and tools.

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

semantic_search_for_docs

litellm

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

screenshot-to-code

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

LLMs-from-scratch

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

mkdocs-material

Documentation that simply works