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ailice

AIlice is a fully autonomous, general-purpose AI agent.

ai_books

Books related to Artificial Intelligence, Machine Learning, Deep Learning and Neural Networks

best-ai-agents

A list of top AI agents

build-an-agentic-llm-assistant

Labs for the "Build an agentic LLM assistant on AWS" workshop. A step by step agentic llm assistant development workshop using serverless three-tier architecture.

codes

The source code of CodeS (SIGMOD 2024).

crewai

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

evo.ninja

A versatile generalist agent.

generative-ai-amazon-bedrock-langchain-agent-example

generative-ai-for-beginners

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

gptcache

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

graph-rag

graphrag

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

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

interview-questions-data-scientist-positions

This repository contains top 500 (ongoing) question for Data Scientist Positions in various companies.

llm-rag-vectordb-python

Explore sample applications and tutorials demonstrating the prowess of Amazon Bedrock with Python. Learn to integrate Bedrock with databases, use RAG techniques, and showcase experiments with langchain and streamlit.

llm101n

LLM101n: Let's build a Storyteller

longrag

Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".

private-gpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

resdsql

The Pytorch implementation of RESDSQL (AAAI 2023).

semantic-search-using-amazon-aurorapg-pgvector-and-amazon-bedrock

sg-deep-question-generation

This repository contains code and models for the paper: Semantic Graphs for Generating Deep Questions (ACL 2020).

spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

text-to-sql-bedrock-workshop

This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.

text2sql-schema-filter

The source code for the schema filter (question + schema only)

trade_assignment

unitycatalog

Open, Multi-modal Catalog for Data & AI

vanna

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

wrenai

WrenAI makes your database RAG-ready. Implement Text-to-SQL more accurately and securely.