microsoft / sammoLinks
A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)
☆743Updated 6 months ago
Alternatives and similar repositories for sammo
Users that are interested in sammo are comparing it to the libraries listed below
Sorting:
- An Awesome list of curated DSPy resources.☆497Updated 3 weeks ago
- Use late-interaction multi-modal models such as ColPali in just a few lines of code.☆836Updated 11 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,586Updated 2 weeks ago
- OO for LLMs☆886Updated 2 weeks ago
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆446Updated last year
- An example of multi-agent orchestration with llama-index☆444Updated 11 months ago
- Code for explaining and evaluating late chunking (chunked pooling)☆481Updated last year
- Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.☆1,129Updated 2 months ago
- Tuning and Evaluation of RAG pipeline. (Automated optimization to be added soon)☆263Updated last year
- Task-based Agentic Framework using StrictJSON as the core☆462Updated last month
- Framework for enhancing LLMs for RAG tasks using fine-tuning.☆763Updated 3 weeks ago
- This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!☆933Updated 3 weeks ago
- Structured information extraction from documents☆319Updated last year
- Open-source tool to visualise your RAG 🔮☆1,202Updated last year
- ☆731Updated last year
- Langtrace 🔍 is an open-source, Open Telemetry based end-to-end observability tool for LLM applications, providing real-time tracing, ev…☆1,086Updated last month
- Automated Evaluation of RAG Systems☆682Updated 9 months ago
- An intuitive LLM prompting framework for multifunctional agents, by explicitly constructing a complex "thought process" from simple natur…☆473Updated last year
- ☆903Updated last year
- Flexible and powerful multi-agent AI framework☆395Updated 2 weeks ago
- Kura is a simple reproduction of the CLIO paper which uses language models to label user behaviour before clustering them based on embedd…☆405Updated 3 months ago
- ☆243Updated 6 months ago
- AI-Powered Data Processing: Use LOTUS to process all of your datasets with LLMs and embeddings. Enjoy up to 1000x speedups with fast, acc…☆1,515Updated 3 weeks ago
- This package, developed as part of our research detailed in the Chroma Technical Report, provides tools for text chunking and evaluation.…☆462Updated 3 weeks ago
- Python SDK for running evaluations on LLM generated responses☆294Updated 7 months ago
- A small library of LLM judges☆311Updated 5 months ago
- LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR t…☆507Updated 10 months ago
- Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cro…☆910Updated this week
- ☆383Updated last year
- AGI SDK☆381Updated 3 weeks ago