Knowledge

Example	Description
Agentic Rag	1. Run: `./cookbook/run_pgvector.sh` to start a postgres container with pgvector.
Agentic Rag With Reasoning	Demonstrates agentic RAG with reranking and explicit reasoning tools.
Agentic Rag With Reranking	1. Run: `uv pip install openai agno cohere lancedb tantivy sqlalchemy` to install the dependencies.
Custom Retriever	Use knowledge_retriever to provide a custom retrieval function.
Knowledge Filters	Filter knowledge base searches using static filters or agentic filters.
Rag Custom Embeddings	This cookbook is an implementation of Agentic RAG using Sentence Transformer Reranker with multilingual data.
References Format	Control how knowledge base references are formatted for the agent.
Traditional Rag	1. Run: `./cookbook/run_pgvector.sh` to start a postgres container with pgvector.

⌘I