microsoft / sammo
A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)
☆493Updated this week
Related projects: ⓘ
- Tuning and Evaluation of RAG pipeline. (Automated optimization to be added soon)☆259Updated 6 months ago
- Optimizing inference proxy for LLMs☆406Updated this week
- Automated Design of Agentic Systems☆846Updated last month
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆845Updated last week
- Deterministic LLMs Outputs for AI Applications and AI Agents☆807Updated last week
- Agentless🐱: an agentless approach to automatically solve software development problems☆667Updated last month
- Building AI agents, atomically☆344Updated this week
- Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.☆820Updated last week
- Task-based Agentic Framework using StrictJSON as the core☆334Updated last week
- Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding☆298Updated 7 months ago
- HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across externa…☆1,237Updated last month
- Framework for enhancing LLMs for RAG tasks using fine-tuning.☆465Updated last week
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆362Updated 7 months ago
- AIDE: the Machine Learning CodeGen Agent☆306Updated 3 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆1,408Updated this week
- The code used to train and run inference with the ColPali architecture.☆512Updated this week
- Evaluate your LLM's response with Prometheus and GPT4 💯☆753Updated last week
- ☆366Updated last month
- Code for Husky, an open-source language agent that solves complex, multi-step reasoning tasks. Husky v1 addresses numerical, tabular and …☆313Updated 3 months ago
- Banishing LLM Hallucinations Requires Rethinking Generalization☆253Updated 2 months ago
- A tool for evaluating LLMs☆377Updated 4 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆852Updated 2 weeks ago
- ☆254Updated 5 months ago
- Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app☆1,097Updated last week
- Open-source tool to visualise your RAG 🔮☆1,059Updated 6 months ago
- ☆216Updated last month
- A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.☆655Updated last week
- ☆640Updated last week
- Use late-interaction multi-modal models such as ColPali in just a few lines of code.☆330Updated this week
- The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models (LLMs). Allowing users to chat with LLM …☆467Updated last month