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infiniflow /infinity

Star3.4k

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

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

UpdatedMar 11, 2025
C++

Mintplex-Labs /vector-admin

Sponsor

Star1.8k

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

ai embeddings database-management chroma document-retrieval ai-agents pinecone weaviate vector-search vectorspace vector-database qdrant llms langchain aitools vector-data-management langchain-js vector-database-embedding vectordatabase flowise

UpdatedFeb 10, 2025
TypeScript

elastic /elasticsearch-labs

Star800

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

python search elasticsearch ai vector applications openai elastic chatlog chatgpt langchain openai-chatgpt langchain-python genai genaistack vectordatabase

UpdatedMar 19, 2025
Jupyter Notebook

mfmezger /conversational-agent-langchain

Star204

FastAPI Backend for a Conversational Agent using Cohere, (Azure) OpenAI, Langchain & Langgraph and Qdrant as VectorDB

ai openai cohere fastapi streamlit qdrant langchain vectordatabase ollama researchassistant

UpdatedMar 2, 2025
Python

Utshav-paudel /300DaysOFMachineLearning-DeepLearning-LLM

Star49

Hello everyone this repo will contain my journey of machine learning and DeepLearning with some exciting projects

data-science machine-learning ai computer-vision deep-learning machine-learning-algorithms ml supervised-learning deeplearning nlp-machine-learning 100daysofcode 100daysofmlcode llm langchain vectordatabase 300daysofml memgpt genreativeai airoadmap roadmapllm

UpdatedSep 30, 2024
Jupyter Notebook

NumexaHQ /frugal

Star22

⚡️ Transform AI/ML operations: Transparency, Control and Cost Optimization. ⚡️

ai monitoring models logging ml embeddings openai gpt hacktoberfest observability resource-management cost-optimization aiops resource-optimization gpt-4 llm llmops vectordatabase

UpdatedOct 8, 2023
JavaScript

KevKibe /memvectordb

Sponsor

Star17

⚡️Lightning fast in-memory VectorDB written in rust🦀

vector in-memory-database in-memory-caching vector-database vectordatabase

UpdatedMar 10, 2025
Rust

dvsander /mdb-search

Star15

Example application querying data in different ways

mongodb python3 embeddings flask-application atlas generative-ai vectordatabase

UpdatedJul 2, 2024
HTML

Agora-Lab-AI /EKR

Star9

Elysium Knowledge Repository is an open source initiative to embed all of Humanity's multi-modal knowledge and wisdom.

embeddings artificial-intelligence chroma pinecone multimodal multi-modal-learning vectordatabase

UpdatedJul 27, 2023
Python

AvalokAI /AvalokAI

Star8

Avalok AI is easy to use platform to build search on documents including S3 bucket. We add ability to add RAG to get answers to your questions.

python search ai vector s3 gemini openai rag huggingface retrival llm chatgpt vectordatabase

UpdatedJun 11, 2024
Python

djm93dev /me_gpt

Star7

With ME_GPT, you can store your cherished memories in a local vector database and leverage them to give Chat GPT the extraordinary ability to clone your unique personality and knowledge.

ai chatbot chatgpt vectordatabase

UpdatedNov 12, 2024
Python

GxWwT /Minio2Milvus-BackEnd

Star6

Minio2Milvus-BackEnd创建了一个由streamlit写得简易UI，同步Milvus与MinIO，实现新建库、删除库、上传文档、向量化文档、删除文档等功能。

chatbot torch embeddings minio filestorage milvus streamlit langchain vectordatabase

UpdatedOct 9, 2023
Python

taherfattahi /embedding-optimizer

Star5

Two approaches to generating optimized embeddings in the Retrieval-Augmented Generation (RAG) Pattern

openai faiss rag embedding-vectors langchain vectordatabase

UpdatedApr 6, 2024
Python

agoor97 /Mastering-Vector-DB-for-AI-applications

Star4

This Repository collects my material about my course (Mastering Vector Databases for AI applicstions) by Eng/ Mohammed Agoor

machine-learning deployment embeddings deeplearning pinecone imagesearch semanticsearch fastapi qdrant vectordatabase

UpdatedFeb 21, 2024
Jupyter Notebook

NautilusDB-cloud /nautilusdb-cli

Star2

The simple client of NautilusDB, a Clound-Native Vector Search Service

cloud-native cloudnative semantic-search similarity-search similaritysearch semanticsearch vector-database vectordatabase

UpdatedNov 7, 2023
Python

VectorCV is a React app w/ a Flask Back-end that allows you (recruiters) to enter your candidates' CV's and find out who are the best candidates for the job. This is all done through embeddings, vector databases and queries by GPT-3.5

react embeddings huggingface langchain chromadb vectordatabase