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Documentation Index

Fetch the complete documentation index at: https://agno-v2-shaloo-ai-support-link.mintlify.app/llms.txt

Use this file to discover all available pages before exploring further.

from agno.agent import Agent
from agno.knowledge.knowledge import Knowledge
from agno.knowledge.reader.pptx_reader import PPTXReader
from agno.models.openai import OpenAIChat
from agno.vectordb.pgvector import PgVector

db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"

# Create a knowledge base with PPTX documents
knowledge = Knowledge(
    # Table name: ai.pptx_documents
    vector_db=PgVector(
        table_name="pptx_documents",
        db_url=db_url,
    ),
)

# Load PPTX content from file(s)
# You can load multiple PPTX files by calling insert multiple times
knowledge.insert(
    path="path/to/your/presentation.pptx",  # Replace with actual PPTX file path
    reader=PPTXReader(),
)

# Create an agent with the knowledge
agent = Agent(
    model=OpenAIChat(id="gpt-5.2"),
    knowledge=knowledge,
    search_knowledge=True,
)

# Ask the agent about the knowledge
agent.print_response(
    "Search through the presentation content and tell me what key topics, main points, or information are covered in the slides. Be specific about what you find in the knowledge base.",
    markdown=True,
)

​
Run the Example

# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/07_knowledge/readers

# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate

# Optiona: Run PgVector (needs docker)
./cookbook/scripts/run_pgvector.sh

python pptx_reader.py