Update to enable knowledge extraction using the agent framework (#439)

* Implement KG extraction agent (kg-extract-agent)

* Using ReAct framework (agent-manager-react)
 
* ReAct manager had an issue when emitting JSON, which conflicts which ReAct manager's own JSON messages, so refactored ReAct manager to use traditional ReAct messages, non-JSON structure.
 
* Minor refactor to take the prompt template client out of prompt-template so it can be more readily used by other modules. kg-extract-agent uses this framework.
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cybermaggedon 2025-07-21 14:31:57 +01:00 committed by GitHub
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30 changed files with 3192 additions and 799 deletions

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@ -96,7 +96,7 @@ setuptools.setup(
"scripts/graph-rag",
"scripts/kg-extract-definitions",
"scripts/kg-extract-relationships",
"scripts/kg-extract-topics",
"scripts/kg-extract-agent",
"scripts/kg-store",
"scripts/kg-manager",
"scripts/librarian",
@ -106,7 +106,6 @@ setuptools.setup(
"scripts/oe-write-milvus",
"scripts/pdf-decoder",
"scripts/pdf-ocr-mistral",
"scripts/prompt-generic",
"scripts/prompt-template",
"scripts/rows-write-cassandra",
"scripts/run-processing",