LlamaIndex Retrievers Integration: AlletraX10000Retriever

This llama-index retriever will provide interfaces for the user applications to do semantic similarity search on the embeddings for Data Intelligence solution of HPE AlletraMP X10000

How to use SDK

Install llama-index-retrievers-alletra-x10000-retriever

pip install llama-index-retrievers-alletra-x10000-retriever

Driver code

python

from llama_index.core.chat_engine import CondensePlusContextChatEngine
from llama_index.core.memory import ChatMemoryBuffer
from llama_index.retrievers.alletra_x10000_retriever import (
    AlletraX10000Retriever,
)


# Configure the llm settings before using the retriever

retriever = AlletraX10000Retriever(
    uri="https://example.com",
    s3_access_key="",
    s3_secret_key="",
    collection_name="testcollection",
    top_k=50,
    search_config={"radius": 0.75},
)

memory = ChatMemoryBuffer.from_defaults(token_limit=1000)
chatbot = CondensePlusContextChatEngine.from_defaults(
    retriever=retriever, memory=memory
)

res = chatbot.chat(
    "Who was the eldest daughter of the steward of the old Lord de Versely?"
)
print(res)