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akcio

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

codelabs

Towhee codelabs

data

dspy

DSPy: The framework for programming—not prompting—foundation models

gptcache

GPTCache is a library for creating semantic cache to store responses from LLM queries.

katacoda

langchain

⚡ Building applications with LLMs through composability ⚡

llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

milvus

An open-source vector database for embedding similarity search and AI applications.

milvus-haystack

mteb

MTEB: Massive Text Embedding Benchmark

operator-tasks

Documents for operator task introductions

panns_inference

pymilvus

Python SDK for Milvus.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorchvideo

A deep learning library for video understanding research.

reverse-image-search

rule-based-retrieval

The Rule-based Retrieval package is a Python package that enables you to create and manage Retrieval Augmented Generation (RAG) applications with advanced filtering capabilities. It seamlessly integrates with OpenAI for text generation and Pinecone for efficient vector database management.

senteval

A python tool for evaluating the quality of sentence embeddings.

towhee

Open source platform for generating embedding vectors.

towhee-docs

Towhee reference docs

towhee-examples

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

towhee_test

vector-io

Use the universal VDF format for vector datasets to easily export and import data from all vector databases

video_decopy_detection