cookbook/07_knowledge/02_building_blocks/README.md
Core components you can configure to customize knowledge behavior.
./cookbook/scripts/run_qdrant.shOPENAI_API_KEY environment variableCOHERE_API_KEY environment variable| File | What It Shows |
|---|---|
| 01_chunking_strategies.py | All chunking strategies compared on the same document |
| 02_hybrid_search.py | Vector, keyword, and hybrid search side by side |
| 03_reranking.py | Two-stage retrieval with Cohere reranking |
| 04_filtering.py | Dict filters, FilterExpr, and metadata tagging |
| 05_agentic_filtering.py | Agent-driven dynamic filter selection |
| 06_embedders.py | Comparing OpenAI and Ollama embedders |
.venvs/demo/bin/python cookbook/07_knowledge/02_building_blocks/01_chunking_strategies.py