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LlamaIndex Quickstart

Install​

pip install remembr llama-index

Initialize​

from llama_index.core.base.llms.types import ChatMessage, MessageRole
from remembr import RemembrClient
from adapters.llamaindex.remembr_llamaindex_memory import RemembrChatStore

client = RemembrClient(api_key="rk_demo", base_url="http://localhost:8000/api/v1")
chat_store = RemembrChatStore(client=client)

Store​

chat_store.add_message(
    "llama-session",
    ChatMessage(role=MessageRole.USER, content="The migration must preserve webhook delivery logs."),
)
results = chat_store.get_messages("llama-session")
print(results)

Delete​

chat_store.delete_messages("llama-session")

Real sample​

from remembr import RemembrClient
from adapters.llamaindex.remembr_llamaindex_memory import RemembrSemanticMemory

client = RemembrClient(api_key="rk_demo", base_url="http://localhost:8000/api/v1")
store = RemembrSemanticMemory.from_client(client=client, session_id="index-session")

matches = store.load_context({"input": "What compatibility requirement do we have?"})
print(matches)