xiiixy / myrepo Goto Github PK
View Code? Open in Web Editor NEWThis project forked from victorkiss/myrepo
my first repo
This project forked from victorkiss/myrepo
my first repo
from langchain.chains import RetrievalQA from langchain.embeddings import LlamaCppEmbeddings from langchain.callbacks.streaming_stdout import StreamingStdOutCallbackHandler from langchain.vectorstores import Chroma from langchain.llms import GPT4All def main(): # Load stored vectorstore llama = LlamaCppEmbeddings(model_path="./models/ggml-model-q4_0.bin") persist_directory = 'db' db = Chroma(persist_directory=persist_directory, embedding_function=llama) retriever = db.as_retriever() # Prepare the LLM callbacks = [StreamingStdOutCallbackHandler()] llm = GPT4All(model='./models/ggml-gpt4all-j-v1.3-groovy.bin', backend='gptj', callbacks=callbacks, verbose=False) qa = RetrievalQA.from_chain_type(llm=llm, chain_type="stuff", retriever=retriever, return_source_documents=True) # Interactive questions and answers while True: query = input("\nEnter a query: ") if query == "exit": break # Get the answer from the chain res = qa(query) answer, docs = res['result'], res['source_documents'] # Print the result print("\n\n> Question:") print(query) print("\n> Answer:") print(answer) # Print the relevant sources used for the answer for document in docs: print("\n> " + document.metadata["source"] + ":") print(document.page_content) if __name__ == "__main__": main()
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.