Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
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Updated
May 18, 2024 - Scala
Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.
Index and query any data using LLM and natural language, tracking sources and showing citations.
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
🍁 Sycamore is an LLM-powered search and analytics platform for unstructured data.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
This repository demonstrates a workflow that integrates LangChain with a vector store (Pinecone) to enable semantic search and question answering using large language models (LLMs).
MTEB: Massive Text Embedding Benchmark
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
Hybrid search engine, combining best features of text and semantic search worlds
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
The platform for customizing AI from enterprise data
Your AI second brain. A copilot to get answers to your questions, whether they be from your own notes or from the internet. Use powerful, online (e.g gpt4) or private, local (e.g mistral) LLMs. Self-host locally or use our web app. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.
Text Embedding for Retrieval, Rerank and RAG
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
PL-MTEB: Polish Massive Text Embedding Benchmark
A curated list of Generative AI tools, works, models, and references
Serverless multilingual semantic search based on LanceDB
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