Code
cookbook/11_models/perplexity/knowledge.py
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from agno.agent import Agent
from agno.knowledge.embedder.openai import OpenAIEmbedder
from agno.knowledge.knowledge import Knowledge
from agno.models.perplexity import Perplexity
from agno.vectordb.pgvector import PgVector
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
knowledge = Knowledge(
vector_db=PgVector(
table_name="recipes",
db_url=db_url,
embedder=OpenAIEmbedder(),
),
)
# Add content to the knowledge
knowledge.insert(
url="https://agno-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf"
)
agent = Agent(model=Perplexity(id="sonar-pro"), knowledge=knowledge)
agent.print_response("How to make Thai curry?", markdown=True)
Usage
1
Set up your virtual environment
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uv venv --python 3.12
source .venv/bin/activate
2
Set your API key
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export PERPLEXITY_API_KEY=xxx
3
Install dependencies
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uv pip install -U agno openai sqlalchemy pgvector pypdf
4
Run Agent
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python cookbook/11_models/perplexity/knowledge.py