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@xinqiu
xinqiu / bot.py
Created April 9, 2023 11:37
Creating a private data QA bot entirely using the open-source LLM project
from langchain import PromptTemplate, LLMChain
from langchain.document_loaders import UnstructuredHTMLLoader
from langchain.embeddings import LlamaCppEmbeddings
from langchain.llms import LlamaCpp
from langchain.text_splitter import RecursiveCharacterTextSplitter
from langchain.vectorstores.faiss import FAISS
loader = UnstructuredHTMLLoader("langchain/docs/_build/html/index.html")
embedding = LlamaCppEmbeddings(model_path="path/models/ggml-model-q4_0.bin")
llm = LlamaCpp(model_path="path/models/ggml-model-q4_0.bin")
@ace411
ace411 / scraper.cc
Created May 11, 2022 16:46
Web Scraping with C++
#include "iostream"
#include "string"
#include "algorithm"
#include "curl/curl.h"
#include "gumbo.h"
#include "string.h"
typedef size_t (*curl_write)(char *, size_t, size_t, std::string *);
std::string request(std::string word)