microsoft / sammo
A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)
☆592Updated this week
Related projects ⓘ
Alternatives and complementary repositories for sammo
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,095Updated last week
- Use late-interaction multi-modal models such as ColPali in just a few lines of code.☆617Updated last week
- Automated Design of Agentic Systems☆1,038Updated this week
- Implementing the 4 agentic patterns from scratch☆751Updated 3 weeks ago
- Agentless🐱: an agentless approach to automatically solve software development problems☆723Updated last week
- AIDE: the state-of-the-art machine learning engineer agent, generating machine learning solution code from natural language descriptions.☆594Updated 2 weeks ago
- AG2 (formerly AutoGen): The Open-Source AgentOS. Join the community at: https://discord.gg/pAbnFJrkgZ☆527Updated this week
- Agent driven automation starting with the web. Discord: https://discord.gg/wgNfmFuqJF☆818Updated this week
- Tuning and Evaluation of RAG pipeline. (Automated optimization to be added soon)☆262Updated 8 months ago
- Task-based Agentic Framework using StrictJSON as the core☆436Updated last month
- An example of multi-agent orchestration with llama-index☆326Updated 3 weeks ago
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆385Updated 9 months ago
- ☆407Updated last month
- A system for agentic LLM-powered data processing and ETL☆1,269Updated this week
- Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.☆913Updated 3 weeks ago
- This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!☆570Updated this week
- Flexible and powerful multi-agent AI framework☆313Updated 2 weeks ago
- Optimizing inference proxy for LLMs☆1,563Updated this week
- OO for LLMs☆485Updated this week
- Framework for enhancing LLMs for RAG tasks using fine-tuning.☆504Updated this week
- Evaluate your LLM's response with Prometheus and GPT4 💯☆797Updated 2 months ago
- Structured information extraction from documents☆282Updated last month
- Code for Husky, an open-source language agent that solves complex, multi-step reasoning tasks. Husky v1 addresses numerical, tabular and …☆328Updated 5 months ago
- Reliable LLM Memory for AI Applications and AI Agents☆913Updated this week
- An intuitive LLM prompting framework for multifunctional agents, by explicitly constructing a complex "thought process" from simple natur…☆419Updated last week
- Langtrace 🔍 is an open-source, Open Telemetry based end-to-end observability tool for LLM applications, providing real-time tracing, ev…☆583Updated this week
- Code for explaining and evaluating late chunking (chunked pooling)☆246Updated last month
- AI-Driven Research Assistant: An advanced multi-agent system for automating complex research processes. Leveraging LangChain, OpenAI GPT,…☆655Updated last month
- Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding☆327Updated 9 months ago
- Agent S: an open agentic framework that uses computers like a human☆606Updated this week