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A comprehensive repository of reasoning tasks for Medical LLMs (and beyond)
Toolkit to segment text into sentences or other semantic units in a robust, efficient and adaptable way.
Codebase and data for our paper - Pylon: Semantic Table Union Search in Data Lakes.
A compute framework for building Search, RAG, Recommendations and Analytics over complex (structured+unstructured) data, with ultra-modal vector embeddings.
Aligning Query Representation with Rewritten Query and Relevance Judgments for Conversational Search. A code base for CIKM 2024 accepted paper.
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
Hackable open-source version of Anthropic's Claude Artifacts
Open-source vector similarity search for Postgres
Zero-shot Document Ranking with Large Language Models.
A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).
🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
Codes and packages for the paper titled Evaluating Retrieval Quality in Retrieval-Augmented Generation.
Repository for prompt-decoding using LLMs (GPT3.5, GPT4, Vicuna, and Zephyr)
Infinity is a high-throughput, low-latency REST API for serving vector embeddings, supporting a wide range of text-embedding models and frameworks.
Retrieval and Retrieval-augmented LLMs
⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍
provides a common interface to many IR measure tools
pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.
Agentic components of the Llama Stack APIs
Example UI implementing the RTVI web client
Task-based Agentic Framework using StrictJSON as the core