Vector Databases

Explore 119 open source projects in Vector Databases

Showing 21-40 of 119 projects

infiniflow/infinity

A high-performance, AI-native database for LLM applications with hybrid search capabilities.

4.4K
Active
C++
Vector Databases
Vector Databases
#ai-native#hybrid-search#vector-search

microsoft/TRELLIS.2

A library for generating 3D models using compact, structured latent representations.

4.2K
Active
Python
LLM Frameworks
API Frameworks
PyTorch
#3d-generation#machine-learning#deep-learning

antvis/L7

Large-scale, WebGL-powered geospatial data visualization and analysis engine.

4.0K
Active
TypeScript
Charts & Visualization
Frontend Frameworks
React
#geospatial#data-visualization#webgl

unum-cloud/USearch

Open-source C++ library for fast, approximate nearest-neighbor search and clustering of vectors and objects

3.9K
Active
C++
Vector Search
Search-as-a-Service
#approximate-nearest-neighbor#clustering#vector-search

HelixDB/helix-db

HelixDB is an open-source graph-vector database built from scratch in Rust for AI coding tools and workflows.

3.9K
Active
Rust
RAG & Vector
Databases
#graph-database#vector-database#rust

GanymedeNil/document.ai

A universal local knowledge base solution based on vector database and GPT3.5 for AI-powered coding tools.

3.7K
Archived
Python
LLM Frameworks
Vector Databases
Python
#vector-database#llm#ai-coding-assistant

nmslib/nmslib

An efficient similarity search library and toolkit for evaluating k-NN methods in non-metric spaces.

3.6K
Active
C++
Computer Vision
Vector Databases
#k-nn#similarity-search#non-metric

towhee-io/towhee

A fast and simple framework for building neural data processing pipelines using Python.

3.5K
Archived
Python
LLM Frameworks
Computer Vision
Python
#machine-learning#computer-vision#embeddings

facebookresearch/PyTorch-BigGraph

A powerful graph embedding library for generating node embeddings from large-scale graph-structured data.

3.4K
Archived
Python
Agents & Orchestration
Vector Databases
PyTorch
#graph-embeddings#large-scale-data#data-science

pashpashpash/vault-ai

A platform for developers to integrate ChatGPT with a custom knowledge base using the OP Stack (OpenAI + Pinecone Vector Database)

3.4K
Experimental
JavaScript
LLM Frameworks
Search-as-a-Service
React
#chatgpt#openai#pinecone

iusztinpaul/hands-on-llms

An open-source project that helps developers learn about large language models (LLMs), LLM operations, and vector databases for building real-time financial AI assistants.

3.4K
Archived
Jupyter Notebook
LLM Frameworks
Agents & Orchestration
Jupyter Notebook
#llms#llmops#vector-db

facebookresearch/MUSE

A library for training multilingual word embeddings, useful for NLP tasks across languages.

3.2K
Archived
Python
LLM Frameworks
Vector Databases
Python
#nlp#embeddings#multilingual

pgmpy/pgmpy

Python library for Causal AI and Bayesian networks

3.2K
Active
Python
React
#causal-inference#bayesian-networks#probabilistic-inference

docarray/docarray

A Python library for representing, sending, storing, and searching multimodal data in AI and ML applications.

3.1K
Active
Python
LLM Frameworks
Vector Databases
PyTorch
#cross-modal#multimodal#neural-search

ddangelov/Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors for semantic search and topic modeling.

3.1K
Archived
Python
LLM Wrappers & SDKs
API Frameworks
Python
#topic-modeling#semantic-search#sentence-embedding

hegelai/prompttools

Open-source tools for prompt testing and experimentation with LLMs and vector databases.

3.0K
Archived
Python
LLM Frameworks
Vector Databases
Python
#prompt-engineering#large-language-models#vector-search

pinecone-io/examples

Provides Jupyter Notebook examples to help developers get hands-on with Pinecone vector databases.

3.0K
Active
Jupyter Notebook
Vector Databases
Vector Databases
#vector-database#semantic-search#llm

FreedomIntelligence/LLMZoo

Provides data, models, and evaluation benchmark for large language models.

3.0K
Archived
Python
React
#LLM#Large Language Models#Benchmarking

alibaba/ROLL

A library for efficient and user-friendly reinforcement learning with large language models

2.9K
Active
Python
LLM Frameworks
API Frameworks
React
#reinforcement-learning#large-language-models#efficient-scaling

timescale/pgvectorscale

A Postgres extension for high-performance vector search, complementing pgvector for scale.

2.9K
Stable
Rust
Vector Databases
CLI Tools
#postgres#vector-search#performance

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