# 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.
