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

Scalable RL solution for advanced reasoning of language models

End-to-end Generative Optimization for AI Agents

O1 Replication Journey: A Strategic Progress Report – Part I

XTR: Rethinking the Role of Token Retrieval in Multi-Vector Retrieval

Fusion-in-Decoder

A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"

Repository of "Listwise Generative Retrieval Models via a Sequential Learning Process". Coming soon!

Code of paper "Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System"

RetroLLM: Empowering LLMs to Retrieve Fine-grained Evidence within Generation

Official Code of our AAAI-24 Paper: "Generative Multi-modal Knowledge Retrieval with Large Language Models".

[SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval

[EMNLP 2024 Findings] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.

Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)

EMNLP_2023_Dual_Feedback_Knowledge_Retrieval_for_Task_Oriented_Dialogue_Systems

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

UniSA: Unified Generative Framework for Sentiment Analysis

Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding

微软 AutoGen 框架 Demo

Semantic Kernel's cook book

This is Visual Studio Code Enterprise Copilot Extensions

This is Microsoft Fabric Copilot Workshop

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

🤠 Agent-as-a-Judge and DevAI dataset

[NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"

Automated Design of Agentic Systems