rcortx

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.

unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

temporal

Temporal service

pr-agent

🚀CodiumAI PR-Agent: An AI-Powered 🤖 Tool for Automated Pull Request Analysis, Feedback, Suggestions and More! 💻🔍

cognita

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

OpenHands

🙌 OpenHands: Code Less, Make More

table-transformer

Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This is also the official repository for the PubTables-1M dataset and GriTS evaluation metric.

llama_index

LlamaIndex is a data framework for your LLM applications

weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

llm.c

LLM training in simple, raw C/CUDA

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

earth-forecasting-transformer

Official implementation of Earthformer

iTransformer

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

llm-autoeval

Automatically evaluate your LLMs in Google Colab

LaVague

Large Action Model framework to develop AI Web Agents

gpt-llm-trainer

vanna

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

datatrove

Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

AlphaCodium

Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""

crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

awesome-ai-agents

A list of AI autonomous agents

smartgpt

A program that provides LLMs with the ability to complete complex tasks using plugins.

pypandoc

Thin wrapper for "pandoc" (MIT)

pandoc

Universal markup converter

html2text

Convert HTML to Markdown-formatted text.

evo.ninja

A versatile generalist agent.

pyenv

Simple Python version management

poetry

Python packaging and dependency management made easy

langroid

Harness LLMs with Multi-Agent Programming