edoliberty / vector-search-class-notes
Class notes for the course "Long Term Memory in AI - Vector Search and Databases" COS 597A @ Princeton Fall 2023
☆318Updated 3 months ago
Alternatives and similar repositories for vector-search-class-notes:
Users that are interested in vector-search-class-notes are comparing it to the libraries listed below
- Framework for benchmarking vector search engines☆320Updated last week
- Framework for evaluating ANNS algorithms on billion scale datasets.☆374Updated last week
- A curated list of awesome works related to high dimensional structure/vector search & database☆276Updated last week
- This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.☆392Updated last year
- This repo contains data and code for the paper "Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Da…☆488Updated last year
- Collections of vector search related libraries, service and research papers☆1,489Updated 9 months ago
- A library for building and serving multi-node distributed faiss indices.☆265Updated last year
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labels☆325Updated 4 months ago
- ☆195Updated last year
- Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.☆705Updated last week
- Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the …☆56Updated last year
- Visualize hnsw, faiss and other anns index☆436Updated 2 years ago
- ☆86Updated last year
- Collection of datasets for benchmarking filtered vector similarity retrieval☆42Updated last year
- ⚡ A fast embedded library for approximate nearest neighbor search☆230Updated last year
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆143Updated last week
- AI Data Management & Evaluation Platform☆215Updated last year
- LLM papers I'm reading, mostly on inference and model compression☆725Updated last year
- Creative interactive views of any dataset.☆838Updated 4 months ago
- Three examples of recommendation system pipelines with NVIDIA Merlin and Redis☆58Updated 2 weeks ago
- Fine-Tuning Embedding for RAG with Synthetic Data☆494Updated last year
- The definitive guide to using Vector Search to solve your semantic search production workload needs.☆273Updated last year
- Rax is a Learning-to-Rank library written in JAX.☆329Updated 2 months ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆255Updated last year
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆221Updated last week
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆839Updated last year
- VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector re…☆471Updated this week
- data cleaning and curation for unstructured text☆329Updated 9 months ago
- Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.☆521Updated last year
- An LLM-powered advanced RAG pipeline built from scratch☆836Updated last year