Extraction with Retries (#426)

docs/_scripts/copy_notebooks.py

@@ -27,6 +27,7 @@ _MANUAL = {
         "branching.ipynb",
         "dynamically-returning-directly.ipynb",
         "configuration.ipynb",
+        "extraction/retries.ipynb",
     ],
     "tutorials": [
         "introduction.ipynb",

docs/docs/how-tos/index.md

@@ -30,4 +30,8 @@ The following examples are useful especially if you are used to LangChain's Agen
 
 ### Alternative ways to define State
 
-- [Pydantic State](state-model.ipynb): Use a pydantic model as your state
+- [Pydantic State](state-model.ipynb): Use a pydantic model as your state
+
+### Structured Output
+
+- [Extraction with Re-prompting](./extraction/retries.ipynb): how to generate complex nested schemas using JSONPatch retries, for when function calling is insufficient, and regular reprompting still fails to generate valid results.

docs/mkdocs.yml

@@ -143,6 +143,8 @@ nav:
          - "Managing Agent Steps": how-tos/managing-agent-steps.ipynb
      - Alternative State Definitions:  
          - "Pydantic State": how-tos/state-model.ipynb
+     - Structured Output:
+         - "Extraction with Re-prompting": how-tos/extraction/retries.ipynb
   - 'Conceptual Guides':
      - 'concepts/index.md'
   - Reference: