On the Theoretical Limitations of Embedding-Based Retrieval
☆659Sep 15, 2025Updated 10 months ago
Alternatives and similar repositories for limit
Users that are interested in limit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Anemoi: A Semi-Centralized Multi-agent Systems Based on Agent-to-Agent Communication MCP server from Coral Protocol☆370Aug 27, 2025Updated 11 months ago
- A multi-agent LLM system for detecting and resolving cognitive dissonance.☆283Apr 25, 2026Updated 3 months ago
- MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers☆497Oct 7, 2025Updated 10 months ago
- [CVPR 2026] 🔥🔥 Official Repo of USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning☆1,232Sep 12, 2025Updated 10 months ago
- [SIGIR 2025] The official repo for "Scaling Sparse and Dense Retrieval in Decoder-Only LLMs"☆22Mar 31, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Sparse Embedding Compression for Scalable Retrieval in Recommender Systems☆39Nov 21, 2025Updated 8 months ago
- XTR/WARP (SIGIR'25) is an extremely fast and accurate retrieval engine based on Stanford's ColBERTv2/PLAID and Google DeepMind's XTR.☆213May 3, 2025Updated last year
- Official repository of the Seismic library.☆135Updated this week
- Implement a reasoning LLM in PyTorch from scratch, step by step☆4,948Updated this week
- Late Interaction Models Training & Retrieval☆877Jul 23, 2026Updated 2 weeks ago
- High-Performance Engine for Multi-Vector Search☆274Updated this week
- Evaluate state-of-the-art sparse embedding models on the LIMIT dataset (`limit-small` and `limit`) from google's paper `On the Theoretica…☆16Sep 4, 2025Updated 11 months ago
- LangGraph template for a simple ReAct agent, with MCP tools support and robust test suites.☆563Sep 28, 2025Updated 10 months ago
- ☆37Jan 16, 2026Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- XTR: Rethinking the Role of Token Retrieval in Multi-Vector Retrieval☆64Jun 20, 2024Updated 2 years ago
- [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval☆36Oct 18, 2024Updated last year
- E2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker☆59Jul 1, 2026Updated last month
- MCP-Universe is a comprehensive framework designed for RL training, benchmarking, and developing AI agents for general tool-use.☆592Jun 23, 2026Updated last month
- State-of-the-art paired encoder and decoder models (17M-1B params)☆77Aug 6, 2025Updated last year
- An open-source implementation of Whisper☆491Oct 29, 2025Updated 9 months ago
- A simple yet powerful agent framework that delivers with open-source models☆4,595Mar 21, 2026Updated 4 months ago
- The offical repo for "Parallel-R1: Towards Parallel Thinking via Reinforcement Learning"☆261Feb 4, 2026Updated 6 months ago
- Provides a common interface to many IR ranking datasets.☆390May 28, 2026Updated 2 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Checkpoint-engine is a simple middleware to update model weights in LLM inference engines☆993Updated this week
- An open source web crawler that searches the internet☆263Sep 6, 2025Updated 11 months ago
- Model implementation for the contextual embeddings project☆48Jun 2, 2025Updated last year
- PyLate efficient inference engine☆88Jan 7, 2026Updated 7 months ago
- ☆889Sep 15, 2025Updated 10 months ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆650Updated this week
- [ICLR 2025] BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆209Sep 13, 2025Updated 10 months ago
- Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval☆52Jan 6, 2026Updated 7 months ago
- ☆1,087Oct 23, 2025Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for paper "The Markovian Thinker: Architecture-Agnostic Linear Scaling of Reasoning"☆348Mar 16, 2026Updated 4 months ago
- ☆731Nov 30, 2025Updated 8 months ago
- LATTICE turns retrieval into an LLM-driven navigation problem over a semantic scaffold☆40Mar 9, 2026Updated 5 months ago
- A massively multilingual modern encoder language model☆148Jan 20, 2026Updated 6 months ago
- ☆95Oct 10, 2025Updated 10 months ago
- Starbucks: Improved Training for 2D Matryoshka Embeddings☆25Jun 30, 2025Updated last year
- [ICLR 26] The official code repository for the paper "Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions".☆18Feb 9, 2026Updated 6 months ago