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milvus-io/milvus

High-performance vector database for AI apps

43.1K
Active
Go
Vector Databases
RAG & Vector
#vector-database#cloud-native#ai-search

chatchat-space/Langchain-Chatchat

RAG & Agent app for LLMs with local knowledge base support

37.4K
Stable
Python
RAG & Vector
Agents & Orchestration
LangChain
#RAG#Agent#LLM

simdjson/simdjson

High-performance JSON parser for C++ with SIMD optimization

23.4K
Active
C++
Validation
Full-Stack Frameworks
C++
#simdjson#json-parser#simd-optimization

Tencent/APIJSON

APIJSON is a secure, coding-free ORM library that provides APIs and documentation without backend coding.

18.4K
Active
Java
BaaS Platforms
Java
#baas#api#orm

langchain4j/langchain4j

An open-source Java library that simplifies integrating LLMs into Java apps through a unified API.

11.0K
Active
Java
LLM Frameworks
Java
#llms#embeddings#vector-database

zilliztech/GPTCache

Semantic cache for large language models, fully integrated with LangChain and llama_index.

8.0K
Experimental
Python
LLM Frameworks
Caching
LangChain
#llm#semantic-search#vector-search

zilliztech/deep-searcher

Deep Researcher is an open-source, Python-based tool for building and managing AI models on private data.

7.7K
Stable
Python
React
#authentication#deep-learning#open-source

soruly/trace.moe

Anime scene search engine that uses image similarity to quickly find matching scenes from a large database.

5.0K
Active
Computer Vision
Search
#anime#image-search#search-engine

datawhalechina/all-in-rag

A comprehensive guide to using the RAG (Retrieval-Augmented Generation) technique for large language model applications.

4.3K
Active
Python
LLM Frameworks
RAG Frameworks
Python
#ai#langchain#llm

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

bits-and-blooms/bloom

Bloom filter implementation for efficient data storage and retrieval.

2.8K
Stable
Go
#bloom-filter#efficient-data-storage#data-retrieval

zilliztech/attu

The Best GUI for Milvus, a popular open-source vector database management system.

2.7K
Stable
Shell
API Frameworks
Vector Databases
#milvus#vector-database#gui

milvus-io/bootcamp

This GitHub repository provides a Bootcamp for dealing with unstructured data like reverse image search, audio search, and NLP.

2.4K
Active
Jupyter Notebook
Embeddings
Semantic Search
Python
#audio-search#image-search#nlp

milvus-io/pymilvus

Python SDK for Milvus, a high-performance vector database for building AI/ML applications.

1.4K
Active
Python
Vector Databases
Databases
Python
#milvus#vector-database#ann

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