Zep Cloud

import getpass
import time
from uuid import uuid4

from langchain_community.memory.zep_cloud_memory import ZepCloudMemory
from langchain_community.retrievers import ZepCloudRetriever
from langchain.messages import AIMessage, HumanMessage

# Provide your Zep API key.
zep_api_key = getpass.getpass()

session_id = str(uuid4())  # This is a unique identifier for the user/session

# Initialize the Zep Memory Class
zep_memory = ZepCloudMemory(session_id=session_id, api_key=zep_api_key)

# Preload some messages into the memory. The default message window is 4 messages. We want to push beyond this to demonstrate auto-summarization.
test_history = [
    {"role": "human", "role_type": "user", "content": "Who was Octavia Butler?"},
    {
        "role": "ai",
        "role_type": "assistant",
        "content": (
            "Octavia Estelle Butler (June 22, 1947 – February 24, 2006) was an American"
            " science fiction author."
        ),
    },
    {
        "role": "human",
        "role_type": "user",
        "content": "Which books of hers were made into movies?",
    },
    {
        "role": "ai",
        "role_type": "assistant",
        "content": (
            "The most well-known adaptation of Octavia Butler's work is the FX series"
            " Kindred, based on her novel of the same name."
        ),
    },
    {"role": "human", "role_type": "user", "content": "Who were her contemporaries?"},
    {
        "role": "ai",
        "role_type": "assistant",
        "content": (
            "Octavia Butler's contemporaries included Ursula K. Le Guin, Samuel R."
            " Delany, and Joanna Russ."
        ),
    },
    {"role": "human", "role_type": "user", "content": "What awards did she win?"},
    {
        "role": "ai",
        "role_type": "assistant",
        "content": (
            "Octavia Butler won the Hugo Award, the Nebula Award, and the MacArthur"
            " Fellowship."
        ),
    },
    {
        "role": "human",
        "role_type": "user",
        "content": "Which other women sci-fi writers might I want to read?",
    },
    {
        "role": "ai",
        "role_type": "assistant",
        "content": "You might want to read Ursula K. Le Guin or Joanna Russ.",
    },
    {
        "role": "human",
        "role_type": "user",
        "content": (
            "Write a short synopsis of Butler's book, Parable of the Sower. What is it"
            " about?"
        ),
    },
    {
        "role": "ai",
        "role_type": "assistant",
        "content": (
            "Parable of the Sower is a science fiction novel by Octavia Butler,"
            " published in 1993. It follows the story of Lauren Olamina, a young woman"
            " living in a dystopian future where society has collapsed due to"
            " environmental disasters, poverty, and violence."
        ),
    },
    {
        "role": "human",
        "role_type": "user",
        "content": "What is the setting of the book?",
    },
    {
        "role": "ai",
        "role_type": "assistant",
        "content": (
            "The book is set in a dystopian future in the 2020s, where society has"
            " collapsed due to climate change and economic crises."
        ),
    },
    {"role": "human", "role_type": "user", "content": "Who is the protagonist?"},
    {
        "role": "ai",
        "role_type": "assistant",
        "content": (
            "The protagonist of the book is Lauren Olamina, a young woman who possesses"
            " 'hyperempathy', the ability to feel pain and other sensations she"
            " witnesses."
        ),
    },
    {
        "role": "human",
        "role_type": "user",
        "content": "What is the main theme of the book?",
    },
    {
        "role": "ai",
        "role_type": "assistant",
        "content": (
            "The main theme of the book is survival in the face of drastic societal"
            " change and collapse. It also explores themes of adaptability, community,"
            " and the human capacity for change."
        ),
    },
    {
        "role": "human",
        "role_type": "user",
        "content": "What is the 'Parable of the Sower'?",
    },
    {
        "role": "ai",
        "role_type": "assistant",
        "content": (
            "The 'Parable of the Sower' is a biblical parable that Butler uses as a"
            " metaphor in the book. In the parable, a sower scatters seeds, some of"
            " which fall on fertile ground and grow, while others fall on rocky ground"
            " or among thorns and fail to grow. The parable is used to illustrate the"
            " importance of receptivity and preparedness in the face of change."
        ),
    },
    {
        "role": "human",
        "role_type": "user",
        "content": "What is Butler's writing style like?",
    },
    {
        "role": "ai",
        "role_type": "assistant",
        "content": (
            "Butler's writing style is known for its clarity, directness, and"
            " psychological insight. Her narratives often involve complex, diverse"
            " characters and explore themes of race, gender, and power."
        ),
    },
    {
        "role": "human",
        "role_type": "user",
        "content": "What other books has she written?",
    },
    {
        "role": "ai",
        "content": (
            "In addition to 'Parable of the Sower', Butler has written several other"
            " notable works, including 'Kindred', 'Dawn', and 'Parable of the Talents'."
        ),
    },
]

for msg in test_history:
    zep_memory.chat_memory.add_message(
        HumanMessage(content=msg["content"])
        if msg["role"] == "human"
        else AIMessage(content=msg["content"])
    )

time.sleep(
    10
)  # Wait for the messages to be embedded and summarized, this happens asynchronously.

zep_retriever = ZepCloudRetriever(
    api_key=zep_api_key,
    session_id=session_id,  # Ensure that you provide the session_id when instantiating the Retriever
    top_k=5,
)

await zep_retriever.ainvoke("Who wrote Parable of the Sower?")

[Document(page_content="What is the 'Parable of the Sower'?", metadata={'score': 0.9333381652832031, 'uuid': 'bebc441c-a32d-44a1-ae61-968e7b3d4956', 'created_at': '2024-05-10T05:02:01.857627Z', 'token_count': 11, 'role': 'human'}),
 Document(page_content="The 'Parable of the Sower' is a biblical parable that Butler uses as a metaphor in the book. In the parable, a sower scatters seeds, some of which fall on fertile ground and grow, while others fall on rocky ground or among thorns and fail to grow. The parable is used to illustrate the importance of receptivity and preparedness in the face of change.", metadata={'score': 0.8757256865501404, 'uuid': '193c60d8-2b7b-4eb1-a4be-c2d8afd92991', 'created_at': '2024-05-10T05:02:01.97174Z', 'token_count': 82, 'role': 'ai'}),
 Document(page_content="Write a short synopsis of Butler's book, Parable of the Sower. What is it about?", metadata={'score': 0.8641344904899597, 'uuid': 'fc78901d-a625-4530-ba63-1ae3e3b11683', 'created_at': '2024-05-10T05:02:00.942994Z', 'token_count': 21, 'role': 'human'}),
 Document(page_content='Parable of the Sower is a science fiction novel by Octavia Butler, published in 1993. It follows the story of Lauren Olamina, a young woman living in a dystopian future where society has collapsed due to environmental disasters, poverty, and violence.', metadata={'score': 0.8581685125827789, 'uuid': '91f2cda4-276e-446d-96bf-07d34e5af616', 'created_at': '2024-05-10T05:02:01.05577Z', 'token_count': 54, 'role': 'ai'}),
 Document(page_content="In addition to 'Parable of the Sower', Butler has written several other notable works, including 'Kindred', 'Dawn', and 'Parable of the Talents'.", metadata={'score': 0.8076582252979279, 'uuid': 'e3994519-9a90-410c-b14c-2c652f6d184f', 'created_at': '2024-05-10T05:02:02.401682Z', 'token_count': 37, 'role': 'ai'})]

zep_retriever.invoke("Who wrote Parable of the Sower?")

[Document(page_content='Parable of the Sower is a science fiction novel by Octavia Butler set in a dystopian future in the 2020s. The story follows Lauren Olamina, a young woman living in a society that has collapsed due to environmental disasters, poverty, and violence. The novel explores themes of societal breakdown, the struggle for survival, and the search for a better future.', metadata={'score': 0.8473024368286133, 'uuid': 'e4689f8e-33be-4a59-a9c2-e5ef5dd70f74', 'created_at': '2024-05-10T05:02:02.713123Z', 'token_count': 76})]

zep_retriever = ZepCloudRetriever(
    api_key=zep_api_key,
    session_id=session_id,  # Ensure that you provide the session_id when instantiating the Retriever
    top_k=5,
    search_type="mmr",
    mmr_lambda=0.5,
)

await zep_retriever.ainvoke("Who wrote Parable of the Sower?")

filter = {"where": {"jsonpath": '$[*] ? (@.baz == "qux")'}}

await zep_retriever.ainvoke(
    "Who wrote Parable of the Sower?", config={"metadata": filter}
)

zep_retriever = ZepCloudRetriever(
    api_key=zep_api_key,
    session_id=session_id,  # Ensure that you provide the session_id when instantiating the Retriever
    top_k=3,
    search_scope="summary",
    search_type="mmr",
    mmr_lambda=0.5,
)

await zep_retriever.ainvoke("Who wrote Parable of the Sower?")

[Document(page_content='Parable of the Sower is a science fiction novel by Octavia Butler set in a dystopian future in the 2020s. The story follows Lauren Olamina, a young woman living in a society that has collapsed due to environmental disasters, poverty, and violence. The novel explores themes of societal breakdown, the struggle for survival, and the search for a better future.', metadata={'score': 0.8473024368286133, 'uuid': 'e4689f8e-33be-4a59-a9c2-e5ef5dd70f74', 'created_at': '2024-05-10T05:02:02.713123Z', 'token_count': 76}),
 Document(page_content='The \'Parable of the Sower\' refers to a new religious belief system that the protagonist, Lauren Olamina, develops over the course of the novel. As her community disintegrates due to climate change, economic collapse, and social unrest, Lauren comes to believe that humanity must adapt and "shape God" in order to survive. The \'Parable of the Sower\' is the foundational text of this new religion, which Lauren calls "Earthseed", that emphasizes the inevitability of change and the need for humanity to take an active role in shaping its own future. This parable is a central thematic element of the novel, representing the protagonist\'s search for meaning and purpose in the face of societal upheaval.', metadata={'score': 0.8466987311840057, 'uuid': '1f1a44eb-ebd8-4617-ac14-0281099bd770', 'created_at': '2024-05-10T05:02:07.541073Z', 'token_count': 146}),
 Document(page_content='The dialog discusses the central themes of Octavia Butler\'s acclaimed science fiction novel "Parable of the Sower." The main theme is survival in the face of drastic societal collapse, and the importance of adaptability, community, and the human capacity for change. The "Parable of the Sower," a biblical parable, serves as a metaphorical framework for the novel, illustrating the need for receptivity and preparedness when confronting transformative upheaval.', metadata={'score': 0.8283970355987549, 'uuid': '4158a750-3ccd-45ce-ab88-fed5ba68b755', 'created_at': '2024-05-10T05:02:06.510068Z', 'token_count': 91})]