Topic: vector-database Goto Github

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activeloopai / deeplake

vector-database,Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Organization: activeloopai

Home Page: https://activeloop.ai

ai computer-vision cv data-science data-version-control datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops python pytorch tensorflow vector-database vector-search

arcadedata / arcadedb

vector-database,ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

Organization: arcadedata

Home Page: https://arcadedb.com

database dbms multi-model graph document time-series key-value embedded docker kubernetes

askorama / orama

vector-database,🌌 Fast, dependency-free, full-text and vector search engine with typo tolerance, filters, facets, stemming, and more. Works with any JavaScript runtime, browser, server, service!

Organization: askorama

Home Page: https://docs.orama.com

data-structures full-text search typo-tolerance algiorithm search-engine search-algorithm javascript typescript node

crate / crate

vector-database,CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

Organization: crate

Home Page: https://cratedb.com/product

sql distributed database iot cratedb distributed-database iot-database iot-analytics industrial-iot olap

different-ai / embedbase

vector-database,A dead-simple API to build LLM-powered apps

Organization: different-ai

Home Page: https://docs.embedbase.xyz

ai artificial-intelligence embeddings machine-learning natural-language-processing openai pgvector supabase chatgpt chatgpt-plugin

dingodb / dingo

vector-database,A multi-modal vector database that supports upserts and vector queries using unified SQL (MySQL-Compatible) on structured and unstructured data, while meeting the requirements of high concurrency and ultra-low latency.

Organization: dingodb

Home Page: https://www.dingodb.com

serving embedding-store vector-database mysql-compatibility embedding-search key-value-distributed-store vector-ocean unified-sql structured-data unstructured-data

epsilla-cloud / vectordb

vector-database,Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/

Organization: epsilla-cloud

Home Page: https://www.epsilla.com

ai infrastructure llms chatgpt data data-science database embeddings machine-learning rag

featureform / featureform

vector-database,The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

Organization: featureform

Home Page: https://www.featureform.com

machine-learning data-science vector-database embeddings-similarity embeddings hacktoberfest feature-store mlops data-quality feature-engineering ml python

firebase / genkit

vector-database,An open source framework for building AI-powered apps with familiar code-centric patterns. Genkit makes it easy to integrate, test, and deploy sophisticated AI features to Firebase or Google Cloud.

Organization: firebase

ai firebase gemini genkit vector-database google-cloud embedders

hhblaze / dbreeze

vector-database,C# .NET NOSQL ( key value store embedded ) ACID multi-paradigm database management system.

User: hhblaze

nosql database embedded c-sharp text search search-engine net acid transaction

infiniflow / infinity

vector-database,The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text

Organization: infiniflow

Home Page: https://infiniflow.org

ai-native approximate-nearest-neighbor-search bm25 cpp20 cpp20-modules embedding full-text-search hnsw hybrid-search information-retrival nearest-neighbor-search rag search-engine tensor-database vector vector-database vector-search vectordatabase

jina-ai / vectordb

vector-database,A Python vector database you just need - no more, no less.

Organization: jina-ai

kantord / seagoat

vector-database,local-first semantic code search engine

User: kantord

Home Page: https://kantord.github.io/SeaGOAT/

ai code-search code-search-engine embeddings grep grep-like llm regular-expression ripgrep vector-database

lancedb / lancedb

vector-database,Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

Organization: lancedb

Home Page: https://lancedb.github.io/lancedb/

approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system search-engine semantic-search similarity-search vector-database

lancedb / vectordb-recipes

vector-database,High quality resources & applications for LLMs, multi-modal models and VectorDBs

Organization: lancedb

agents ai deep-learning embeddings fine-tuning gpt gpt-4-vision langchain llama-index llms machine-learning multimodal openai rag vector-database

langchain4j / langchain4j

vector-database,Java version of LangChain

User: langchain4j

Home Page: https://docs.langchain4j.dev

huggingface java langchain openai chatgpt gpt llama milvus pinecone weaviate

mariadb / server

vector-database,MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable, and sanely licensed open SQL server in the industry.

Organization: mariadb

Home Page: https://mariadb.org

amazon-web-services database fulltext-search json mariadb mysql rdbms relational-databases sql storage-engine

meilisearch / meilisearch

vector-database,A lightning-fast search API that fits effortlessly into your apps, websites, and workflow

Organization: meilisearch

Home Page: https://www.meilisearch.com

search-engine rust typo-tolerance synonyms site-search database enterprise-search rest search app-search

mem0ai / mem0

vector-database,The memory layer for Personalized AI

Organization: mem0ai

Home Page: https://mem0.ai

ai chatgpt llm python chatbots rag application embeddings vector-database long-term-memory

milvus-io / milvus

vector-database,A cloud-native vector database, storage for next generation AI applications

Organization: milvus-io

Home Page: https://milvus.io

anns cloud-native distributed embedding-database embedding-similarity embedding-store faiss golang hnsw image-search llm nearest-neighbor-search tensor-database vector-database vector-search vector-similarity vector-store

mintplex-labs / anything-llm

vector-database,The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.

Organization: mintplex-labs

Home Page: https://anythingllm.com

rag lmstudio localai vector-database ollama local-llm chromadb desktop-app llama3 llamacpp

mintplex-labs / vector-admin

vector-database,The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.

Organization: mintplex-labs

Home Page: https://vectoradmin.com/

ai aitools chroma database-management document-retrieval embeddings langchain llms pinecone vector-data-management

neuml / txtai

vector-database,💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

Organization: neuml

Home Page: https://neuml.github.io/txtai

python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database

neumtry / neumai

vector-database,Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

Organization: neumtry

Home Page: https://neum.ai

ai data embeddings etl llm vector-database chatgpt data-engineering database pipeline

parthsarthi03 / raptor

vector-database,The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

User: parthsarthi03

Home Page: https://arxiv.org/abs/2401.18059

rag retrieval retrieval-augmented-generation clustering language-model machine-learning vector-database agents framework llm

pathwaycom / llm-app

vector-database,Dynamic RAG for enterprise. Ready to run with Docker,⚡in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Organization: pathwaycom

Home Page: https://pathway.com/developers/templates/

chatbot hugging-face llm llm-local llm-prompting llm-security llmops pathway real-time vector-index

pchunduri6 / rag-demystified

vector-database,An LLM-powered advanced RAG pipeline built from scratch

User: pchunduri6

ai gpt llm question-answering chatgpt retrieval-augmented-generation vector-database rag

peremartra / large-language-model-notebooks-course

vector-database,Practical course about Large Language Models.

User: peremartra

Home Page: https://medium.com/@peremartra/list/large-language-models-practical-course-66b4ce5943ce

chatbots hf huggingface langchain large-language-models llm transformers vector-database

pinecone-io / canopy

vector-database,Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone

Organization: pinecone-io

Home Page: https://www.pinecone.io/

generative-ai llm rag vector-database

pinecone-io / examples

vector-database,Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Organization: pinecone-io

ai jupyter-notebook llm python semantic-search vector-database

postgresml / postgresml

vector-database,Postgres with GPUs for ML/AI apps.

Organization: postgresml

Home Page: https://postgresml.org

ml machine-learning ai ann artificial-intelligence classification embeddings javascript knn llm

prithivirajdamodaran / flashrank

vector-database,Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

User: prithivirajdamodaran

cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database

qdrant / qdrant

vector-database,Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Organization: qdrant

Home Page: https://qdrant.tech

neural-network matching search-engine knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity approximate-nearest-neighbor-search

qdrant / qdrant-client

vector-database,Python client for Qdrant vector search engine

Organization: qdrant

Home Page: https://qdrant.tech

qdrant vector-database vector-search vector-search-engine

redis-developer / arxivchatguru

vector-database,Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

Organization: redis-developer

ai machine-learning openai python question-answering redis vector-search langchain arxiv rag

redisearch / redisearch

vector-database,A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.

Organization: redisearch

Home Page: https://redis.io/docs/stack/search/

redis redis-module search search-engine inverted-index fulltext vector-database geospatial gis

reorproject / reor

vector-database,Private & local AI personal knowledge management app.

Organization: reorproject

Home Page: https://reorproject.org

ai lancedb llama llamacpp local-first markdown note-taking pkm vector-database rag

run-llama / llama_index

vector-database,LlamaIndex is a data framework for your LLM applications

Organization: run-llama

Home Page: https://docs.llamaindex.ai

agents application data fine-tuning framework llamaindex llm rag vector-database

safevideo / autollm

vector-database,Ship RAG based LLM web apps in seconds.

Organization: safevideo

anthropic bedrock cohere fastapi langchain large-language-models llama-index llama2 llm openai

skywalkerdarren / chatweb

vector-database,ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.

User: skywalkerdarren

chatgpt embedding gpt-35-turbo news-extractor newspaper openai pgvector postgresql vector-database faiss

skyzh / write-you-a-vector-db

vector-database,A Vector Database Tutorial (over CMU-DB's BusTub system)

User: skyzh

Home Page: https://skyzh.github.io/write-you-a-vector-db/

database vector-database bustub tutorial

stoyan-stoyanov / llmflows

vector-database,LLMFlows - Simple, Explicit and Transparent LLM Apps

User: stoyan-stoyanov

Home Page: https://llmflows.readthedocs.io

ai llm llm-inference llmops llms machine-learning openai prompt-engineering question-answering vector-database

superlinked / superlinked

vector-database,A compute framework for building Search, RAG, Recommendations and Analytics over complex (structured+unstructured) data, with ultra-modal vector embeddings.

Organization: superlinked

Home Page: https://superlinked.com

embeddings etl vector-search data-pipeline deep-learning information-retrieval llm ml mlops natural-language-processing

tensorchord / pgvecto.rs

vector-database,Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

Organization: tensorchord

Home Page: https://docs.pgvecto.rs/getting-started/overview.html

llm vector vector-database faiss nearest-neighbor-search gpt chatgpt hacktoberfest rust postgres

theodo-group / llphant

vector-database,LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain

Organization: theodo-group

genai gpt4 langchain laravel llamaindex openai php symfony autophp embeddings

topoteretes / cognee

vector-database,Deterministic LLMs Outputs for AI Applications and AI Agents

Organization: topoteretes

Home Page: https://www.cognee.ai

ai chatgpt cognitive-architecture vector-database agents openai rag ai-agents cognitive cognitive-modeling

vearch / vearch

vector-database,Distributed vector search for AI-native applications

Organization: vearch

Home Page: https://vearch.github.io

vectors vector-search cloud-native document-retrieval embeddings vector-database hybrid-search rag retrieval-augmented-generation ai-native

weaviate / recipes

vector-database,This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!

Organization: weaviate

dspy generative-ai retrieval-augmented-generation vector-database vector-search python llm-frameworks

weaviate / weaviate

vector-database,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.