An advertisement system based on Java spring cloud microservices and C++ FAISS embedding search

Final project for the master's degree in Computer Science course "Cloud Computing" at the University of Rome "La Sapienza" (A.Y. 2022-2023)

Chatbot Memo - Backend is a chatbot server which uses langchain framework

I have implemented the common operations in NLP domain (实现NLP中各种常规操作，如分词、句法、命名实体识别、语义话题模型、爬虫、ElasticSearch和Faiss向量检索，huggingface-transformers完成各种任务，2023)

Check faiss-cpu from conda works or not

llama-2 based chat system that helps people get answer from their own pdf with the help of langchain. • Developed the system in local system using llama.cpp, langchain, FAISS vector db, Huggingface embeddings.

Application built with Langchain and Streamlit Using OpenAI and Google Palm in which user can query questions related upto 3 new articles including extractive question answering and summarization and also user can add a youtube video link and on basis of that user will get the desired video summarization.

Simple and Efficient DiskANN implementation

Run LLM on your machine

Sentence alignment tools using LASER and FAISS

Flask-based web application designed for similarity searches on news articles, which can be generalized to any text corpus. Input a paragraph or url and returns the most similar news articles from the database.

Python full-stack application that leverages technologies such as Python, PyPDF2, Langchain, Firebase, Lottie, Faiss, Hugginface embedding models, and Streamlit to facilitate multi-PDF analysis through natural language processing, providing users with a seamless and intuitive experience for processing PDFs and obtaining content-related insights

Example

Embedding genomic sequence reads into Euclidean space for efficient NN search

End to End Embed Search

Llama flask api for generative AI

🎲 A chatbot for asking about D&D tips powered by Dropout's Adventuring Academy knowledge and LLMs.