embeddings · GitHub Topics

Firebase 开源替代品。Firebase是谷歌旗下的一款实时数据云服务平台，它能帮助开发者很快的写出Web端和移动端的应用。

Firebase Supabase realtime postgrest PostgreSQL WebSocket Deno embeddings vectors alternative auth 数据库 Example Next OAuth 2.0 pgvector postgis 人工智能

TypeScript 79.07 k

4 小时前

mem0ai / mem0

#大语言模型#The Memory layer for AI Agents

人工智能 ChatGPT 大语言模型 Python chatbots rag application embeddings vector-database long-term-memory memory agent aiagent memory-management state-management

Python 25.97 k

6 小时前

chroma-core / chroma

一个开源 embedding 数据库

embeddings document-retrieval llms

Rust 18.54 k

2 小时前

Embedding / Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

中文 chinese-word-segmentation embeddings word-embeddings vectors-trained embedding

Python 11.95 k

1 年前

h2oai / h2ogpt

#大语言模型#Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/

ChatGPT 大语言模型人工智能 embeddings generative gpt gpt4all pdf private privategpt vectorstore llama2 mixtral

Python 11.72 k

2 天前

neuml / txtai

#搜索#All-in-one 一站式 embedding 数据库，语义搜索、LLM 编排和语言模型workflows

Python search 机器学习自然语言处理 semantic-search vector-search txtai 大语言模型 vector-database language-model transformers sentence-embeddings large-language-models information-retrieval 搜索引擎 embeddings retrieval-augmented-generation rag 人工智能

Python 10.54 k

1 天前

FlagOpen / FlagEmbedding

#大语言模型#Retrieval and Retrieval-augmented LLMs

embeddings information-retrieval 大语言模型 sentence-embeddings text-semantic-similarity retrieval-augmented-generation

Python 8.88 k

5 天前

langchain4j / langchain4j

#大语言模型#Java version of LangChain

huggingface Java langchain openai ChatGPT gpt llama milvus pinecone weaviate onnx embeddings vector-database chroma gemini ollama anthropic openai-api pgvector

Java 6.33 k

2 小时前

postgresml / postgresml

#大语言模型#Postgres with GPUs for ML/AI apps.

机器学习人工智能 ann classification embeddings JavaScript knn 大语言模型 PostgreSQL Python rag regression search SQL vector-database approximate-nearest-neighbor-search clustering forecasting

Rust 6.19 k

16 天前

KevinMusgrave / pytorch-metric-learning

#计算机科学#The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

翻译 - 在应用程序中使用深度度量学习的最简单方法。模块化，灵活和可扩展。写在PyTorch中。

metric-learning 深度学习机器视觉机器学习 PyTorch deep-metric-learning image-retrieval self-supervised-learning contrastive-learning embeddings

Python 6.1 k

3 个月前

shibing624 / text2vec

#自然语言处理#text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

Python 4.64 k

2 个月前

lancedb / lance

#计算机科学#Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckD...

机器学习机器视觉 data-format 深度学习 Python apache-arrow duckdb mlops 数据分析 data-analytics 数据科学 DataOps data-centric embeddings Rust llms

Rust 4.25 k

2 天前

Marker-Inc-Korea / AutoRAG

#大语言模型#AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

analysis automl benchmarking document-parser embeddings evaluation 大语言模型 llm-evaluation llm-ops Open Source ops optimization pipeline Python qa rag rag-evaluation retrieval-augmented-generation

Python 3.67 k

10 天前

tensorflow / hub

#计算机科学#A library for transfer learning by reusing parts of TensorFlow models.

翻译 - 通过重用TensorFlow模型的一部分进行转移学习的库。

Tensorflow 机器学习 transfer-learning embeddings image-classification Python

Python 3.49 k

2 个月前

brianpetro / obsidian-smart-connections

#大语言模型#Chat with your notes & see links to related content with AI embeddings. Use local models or 100+ via APIs like Claude, Gemini, ChatGPT & Llama 3

ChatGPT embeddings claude gemini llama3 Obsidian obsidian-plugin

JavaScript 3.4 k

9 天前

towhee-io / towhee

#大语言模型#Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

机器学习 convolutional-networks embedding-vectors embeddings 机器视觉图像处理 video-processing feature-extraction image-retrieval unstructured-data feature-vector transformer milvus vision-transformer vit pipeline 大语言模型

Python 3.32 k

5 个月前

lightly-ai / lightly

#计算机科学#A python library for self-supervised learning on images.

翻译 - 用于自我监督学习的python库。

深度学习 self-supervised-learning 机器学习机器视觉 PyTorch embeddings contrastive-learning Hacktoberfest contributions-welcome

Python 3.3 k

9 天前

huggingface / text-embeddings-inference

#大语言模型#A blazing fast inference solution for text embeddings models

人工智能 embeddings huggingface 大语言模型机器学习

Rust 3.29 k

1 天前

eugeneyan / ml-surveys

#自然语言处理#📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

机器学习 survey recommender-system 深度学习自然语言处理机器视觉 reinforcement-learning embeddings

2.84 k

2 年前

hegelai / prompttools

#计算机科学#Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

深度学习 large-language-models 机器学习 prompt-engineering Python embeddings llms vector-search developer-tools

Python 2.81 k

7 个月前