Weixing Xu's repositories
amazon-bedrock-workshop
This is a workshop designed for Amazon Bedrock a foundational model service.
amazon-redshift-python-driver
Redshift Python Connector. It supports Python Database API Specification v2.0.
app-gallery-local-chatbot
A gallery of example applications built on top of Epsilla
arduinoFFT
Fast Fourier Transform for Arduino
async_summarize
An asynchronous summarization script.
awesome-langchain
😎 Awesome list of tools and projects with the awesome LangChain framework
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Clustering-Mixed-Data
A repository with various methods for clustering mixed datasets in python
code_search
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
DB-GPT
Revolutionizing Database Interactions with Private LLM Technology
dbt-ml-preprocessing
A SQL port of python's scikit-learn preprocessing module, provided as cross-database dbt macros.
haystack
:mag: Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.
LangChain-Chinese-Getting-Started-Guide
LangChain 的中文入门教程
langchain-tutorials
Overview and tutorial of the LangChain Library
machine-learning-tutorials
A collection of tutorials for different machine learning tasks
openai-cookbook
Examples and guides for using the OpenAI API
semantic-search-with-sbert
Build Semantic Search with S-BERT and Fine-tune your model in unsupervised way
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
text-generation-webui
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
ubrt-causalml
Uplift modeling and causal inference with machine learning algorithms
vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud