diff --git a/development/_downloads/f19b8bcca917257b409d935580c6e8a9/constraints.txt b/development/_downloads/f19b8bcca917257b409d935580c6e8a9/constraints.txt index 84a8077f..91489e4f 100644 --- a/development/_downloads/f19b8bcca917257b409d935580c6e8a9/constraints.txt +++ b/development/_downloads/f19b8bcca917257b409d935580c6e8a9/constraints.txt @@ -2,6 +2,7 @@ jsonschema==4.23.0 pydantic==2.12.4 pyyaml==6.0.3 httpx==0.28.1 +urllib3==2.6.2 # AutoGen adapter autogen-core==0.7.4 diff --git a/development/_rediraffe_redirected.json b/development/_rediraffe_redirected.json index 32142604..ba4e04be 100644 --- a/development/_rediraffe_redirected.json +++ b/development/_rediraffe_redirected.json @@ -1 +1 @@ -{"agentspec/language_spec.rst": "agentspec/language_spec_25_4_1.rst"} \ No newline at end of file +{"agentspec/language_spec.rst": "agentspec/language_spec_nightly.rst"} \ No newline at end of file diff --git a/development/_sources/agentspec/index.rst.txt b/development/_sources/agentspec/index.rst.txt index 9cb6cc5d..8daa2d4a 100644 --- a/development/_sources/agentspec/index.rst.txt +++ b/development/_sources/agentspec/index.rst.txt @@ -19,13 +19,23 @@ or create them from object representations with the assurance of conformance to You can download the Agent Spec technical report at the following :download:`link <../_static/agentspec_technical_report.pdf>`. -You can also find the nightly version of the Agent Spec language specification -with all the latest updates at :ref:`this link`. +.. only:: stable -.. toctree:: - :maxdepth: 2 + .. toctree:: + :maxdepth: 2 - Introduction, motivation & vision - Language specification (v25.4.1) - Positioning in the agentic ecosystem - Tracing + Introduction, motivation & vision + Language specification (v25.4.1) + Positioning in the agentic ecosystem + Tracing + +.. only:: dev + + .. toctree:: + :maxdepth: 2 + + Introduction, motivation & vision + Language specification (v25.4.1) + Language specification (under development) + Positioning in the agentic ecosystem + Tracing diff --git a/development/_sources/api/index.rst.txt b/development/_sources/api/index.rst.txt index 205181f3..9f652adf 100644 --- a/development/_sources/api/index.rst.txt +++ b/development/_sources/api/index.rst.txt @@ -290,14 +290,14 @@ Click on the components and section names to access the complete API documentati ========================================================= ============================================================= -:class:`pyagentspec.adapters.langgraph.AgentSpecExporter` :docstring:`pyagentspec.adapters.langgraph.AgentSpecExporter` - -:class:`pyagentspec.adapters.langgraph.AgentSpecLoader` :docstring:`pyagentspec.adapters.langgraph.AgentSpecLoader` - :class:`pyagentspec.adapters.autogen.AgentSpecExporter` :docstring:`pyagentspec.adapters.autogen.AgentSpecExporter` :class:`pyagentspec.adapters.autogen.AgentSpecLoader` :docstring:`pyagentspec.adapters.autogen.AgentSpecLoader` +:class:`pyagentspec.adapters.langgraph.AgentSpecExporter` :docstring:`pyagentspec.adapters.langgraph.AgentSpecExporter` + +:class:`pyagentspec.adapters.langgraph.AgentSpecLoader` :docstring:`pyagentspec.adapters.langgraph.AgentSpecLoader` + ========================================================= ============================================================= diff --git a/development/_sources/ecosystem/collaborations.rst.txt b/development/_sources/ecosystem/collaborations.rst.txt index 82888c1a..ac1dd8b7 100644 --- a/development/_sources/ecosystem/collaborations.rst.txt +++ b/development/_sources/ecosystem/collaborations.rst.txt @@ -45,4 +45,4 @@ event-driven **UI interactions** across every surface. connect any AG-UI-compatible frontend with Agent Spec, enabling users to load any Agent Spec config file, choosing a supported runtime to execute it. - :bdg-success:`agent discovery` :bdg-info:`agent deployment` \ No newline at end of file + :bdg-success:`agent discovery` :bdg-info:`agent deployment` diff --git a/development/_sources/installation.rst.txt b/development/_sources/installation.rst.txt index d8365f95..3ced39e3 100644 --- a/development/_sources/installation.rst.txt +++ b/development/_sources/installation.rst.txt @@ -3,28 +3,66 @@ Installation ============ -You can find all versions and supported platforms of |project| in the :package_index:`\ `. +.. only:: stable -To install version |package_name| |stable_release|, run: + You can find all versions and supported platforms of |project| in the :package_index:`\ `. -.. code-block:: bash - :substitutions: + For example, if you want to install |package_name| |stable_release|: + + .. code-block:: bash + :substitutions: + + pip install "|package_name|==|stable_release|" + + Installing with ``pip`` pulls prebuilt binary wheels on supported platforms. + + .. only:: builder_html - pip install "|package_name|==|stable_release|" + The list below shows the package versions used in the CI environment, with Business Approval requests filed for each as part of the release process. + :download:`constraints.txt <../../../pyagentspec/constraints/constraints.txt>` -Installing with ``pip`` pulls prebuilt binary wheels on supported platforms. + If you want to install |project| with exactly these package versions, download the file and run: -.. only:: builder_html + .. code-block:: bash + :substitutions: + + pip install "|package_name|==|stable_release|" -c constraints.txt + +.. only:: dev + + 1. Clone the `repository `_. + + .. code-block:: bash + :substitutions: + + git clone git@github.com:oracle/agent-spec.git + + .. tip:: + If you face any problem, check with the Agent Spec team. + + Next, install PyAgentSpec directly from source. + + 1. Create a fresh Python environment for building and running Agent Spec assistants: + + .. code-block:: bash + :substitutions: + + python3.10 -m venv + source /bin/activate + + 2. Move to the *agent-spec/pyagentspec* directory: + + .. code-block:: bash + :substitutions: - The list of package versions used in the internal CI is available at: - :download:`constraints.txt <../../../pyagentspec/constraints/constraints.txt>` + cd agent-spec/pyagentspec - To install |project| using these exact versions, download the file and run: + 3. Install ``pyagentspec``: .. code-block:: bash - :substitutions: + :substitutions: - pip install "|package_name|==|stable_release|" -c constraints.txt + bash install-dev.sh Extra dependencies ------------------ diff --git a/development/adapters/autogen.html b/development/adapters/autogen.html index abe2a393..c932c34f 100644 --- a/development/adapters/autogen.html +++ b/development/adapters/autogen.html @@ -342,6 +342,7 @@
  • Agent Spec Specification
    diff --git a/development/adapters/langgraph.html b/development/adapters/langgraph.html index 1b16cd68..e873c3db 100644 --- a/development/adapters/langgraph.html +++ b/development/adapters/langgraph.html @@ -342,6 +342,7 @@
  • Agent Spec Specification
    diff --git a/development/adapters/wayflow.html b/development/adapters/wayflow.html index 46aa9b5b..1c4f912e 100644 --- a/development/adapters/wayflow.html +++ b/development/adapters/wayflow.html @@ -342,6 +342,7 @@
  • Agent Spec Specification
    diff --git a/development/agentspec/index.html b/development/agentspec/index.html index 88a7e5fc..f7ab9895 100644 --- a/development/agentspec/index.html +++ b/development/agentspec/index.html @@ -338,6 +338,7 @@
  • Agent Spec Specification
    @@ -479,8 +480,6 @@ Agent Spec would be supported by SDKs in various languages (e.g. Python) to be able to serialize/deserialize Agents to yaml, or create them from object representations with the assurance of conformance to the specification.

    You can download the Agent Spec technical report at the following link.

    -

    You can also find the nightly version of the Agent Spec language specification -with all the latest updates at this link.

    To install extra dependencies, run the following command specifying the list of dependencies you want to install:

    -
    pip install "pyagentspec[extra-dep-1,extra-dep-2]==26.1.0.dev0"
+
    pip install "pyagentspec[extra-dep-1,extra-dep-2]==26.1.0"
 
    
 
    
 
diff --git a/development/misc/glossary.html b/development/misc/glossary.html
index 147cb187..b9bef4ed 100644
--- a/development/misc/glossary.html
+++ b/development/misc/glossary.html
@@ -342,6 +342,7 @@
 
  • Agent Spec Specification
    
diff --git a/development/misc/reference_sheet.html b/development/misc/reference_sheet.html
index 9eb0797b..9db3623d 100644
--- a/development/misc/reference_sheet.html
+++ b/development/misc/reference_sheet.html
@@ -342,6 +342,7 @@
 
  • Agent Spec Specification
    
diff --git a/development/objects.inv b/development/objects.inv
index e756e2ba..1846823f 100644
Binary files a/development/objects.inv and b/development/objects.inv differ
diff --git a/development/searchindex.js b/development/searchindex.js
index 34914a76..baf19076 100644
--- a/development/searchindex.js
+++ b/development/searchindex.js
@@ -1 +1 @@
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"more": [1, 2, 3, 6, 7, 8, 9, 17, 23, 24, 26, 27, 29, 30, 34, 35, 36, 37, 40, 41, 42, 43, 46, 47, 48, 50, 51, 53, 54, 57], "detail": [1, 2, 3, 5, 6, 7, 8, 9, 14, 26, 33, 36, 40, 41, 43, 44, 45, 47, 51, 53, 54, 55, 56], "below": [1, 2, 3, 6, 7, 24, 36, 37, 38, 40, 43, 46, 48, 49], "creat": [1, 2, 3, 4, 6, 7, 16, 17, 21, 30, 31, 32, 34, 35, 36, 37, 39, 40, 42, 43, 44, 46, 50, 51, 53, 54, 56, 57], "properti": [1, 2, 3, 4, 9, 12, 13, 14, 15, 16, 21, 22, 23, 27, 32, 34, 35, 36, 39, 41, 42, 43, 45, 46, 47, 48, 49, 54, 56], "floatproperti": [1, 2, 3, 6, 7, 17, 18], "tool": [1, 2, 3, 5, 8, 12, 13, 14, 16, 24, 26, 30, 32, 34, 35, 39, 40, 41, 42, 43, 44, 46, 47, 48, 50, 51], "servertool": [1, 2, 3, 6, 7, 13, 16, 17, 23, 32, 34, 36, 37, 41, 45, 46, 49, 53, 56], "subtraction_tool": [1, 2, 3], "subtract": [1, 2, 3], "descript": [1, 2, 3, 6, 7, 9, 10, 12, 13, 14, 15, 16, 18, 19, 20, 21, 23, 26, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53, 54, 56], "two": [1, 2, 3, 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31, 32, 34, 35, 36, 37, 38, 40, 42, 43, 45, 47, 48, 49, 50, 52, 53, 56], "bind": [5, 6, 7], "remain": [5, 7, 9, 14, 16, 35, 45, 48], "unlik": [5, 7, 53], "when": [5, 6, 7, 9, 14, 16, 19, 20, 22, 23, 24, 26, 32, 33, 34, 35, 36, 37, 41, 42, 43, 45, 46, 49, 50, 54, 56, 57], "move": [5, 43, 56], "between": [5, 6, 7, 8, 10, 14, 16, 27, 30, 34, 35, 38, 41, 45, 47, 49, 53, 56], "document": [6, 7, 17, 27, 33, 36, 37, 38, 40, 44, 50, 51, 54, 55, 56], "outlin": [6, 7, 25, 26, 55, 56, 57], "abbrevi": [6, 7], "foundat": [6, 7, 8, 24], "part": [6, 7, 8, 9, 16, 17, 23, 24, 27, 33, 34, 36, 45, 46, 53, 54], "expect": [6, 7, 8, 19, 23, 25, 26, 27, 38, 41, 47, 53, 56, 57], "section": [6, 7, 9, 17, 27, 33, 36, 39, 40, 43, 54, 57], "via": [6, 7, 9, 17, 20, 32, 37, 45, 53, 54, 56], "eas": [6, 7, 53], "comprehens": [6, 7, 50], "other": [6, 7, 8, 9, 14, 19, 25, 30, 31, 33, 35, 36, 37, 38, 45, 49, 51, 53], "suppos": [6, 7, 42, 46], "contain": [6, 7, 9, 15, 22, 36, 38, 39, 40, 42, 45, 46, 50, 51, 53, 54, 56, 57], "code": [6, 7, 26, 30, 31, 32, 38, 40, 42, 43, 50, 51, 54, 55, 56, 57], "should": [6, 7, 9, 11, 14, 15, 16, 19, 20, 22, 23, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 49, 54, 56, 57], "adopt": [6, 7, 40], "measur": [6, 7], "safe": [6, 7, 56], "dump": [6, 7, 22], "which": [6, 7, 8, 9, 14, 15, 16, 17, 19, 21, 23, 24, 26, 27, 31, 33, 34, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 53, 54, 56, 57], "itself": [6, 7, 12, 21, 36, 37, 38, 56], "instanc": [6, 7, 15, 16, 19, 31, 40, 45, 47, 56], "guarante": [6, 7, 9, 27, 56], "chang": [6, 7, 26, 33, 35, 42, 43, 49, 55, 56, 57], "doe": [6, 7, 8, 16, 25, 30, 42, 43, 46, 51, 54, 55, 56], "need": [6, 7, 15, 17, 23, 26, 31, 33, 34, 36, 40, 41, 42, 44, 45, 46, 47, 48, 49, 51, 54, 57], "simpli": [6, 7, 14, 16, 34, 42, 46, 49], "express": [6, 7, 25, 33, 47], "enough": [6, 7], "inform": [6, 7, 9, 13, 16, 18, 20, 23, 24, 25, 27, 30, 31, 33, 34, 35, 36, 37, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 53, 54, 56], "instanti": [6, 7, 14, 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26, 45, 48, 54, 56], "hold": [6, 7, 25, 40, 54, 56], "share": [6, 7, 9, 26, 27, 35, 40, 41, 42, 45, 46, 47, 49, 53, 54, 56], "resourc": [6, 7, 8, 30, 39, 40, 42, 46, 51, 54], "memori": [6, 7, 54, 56], "llm_configur": [6, 7], "Its": [6, 7, 56], "separ": [6, 7, 33, 35, 43, 48, 54, 56], "either": [6, 7, 14, 37, 38, 40, 43, 45, 49], "fit": [6, 7, 8, 30, 41, 51], "assum": [6, 7, 9, 34, 36, 37, 42, 43, 45, 47, 54, 56], "paramet": [6, 7, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 31, 35, 37, 40, 41, 49, 53, 54, 56], "handl": [6, 7, 9, 35, 41, 43, 48, 49, 53, 56], "exist": [6, 7, 8, 13, 17, 33, 34, 36, 47], "expand": [6, 7, 50], "planner": [6, 7], "usabl": [6, 7, 48], "new": [6, 7, 8, 26, 28, 36, 38, 47, 53, 55], "default_generation_paramet": [6, 7, 19, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 48, 49, 54], "dict": [6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 32, 36, 38, 40, 54], "never": [6, 7, 9, 14, 33, 35, 49, 56], "sensit": [6, 16, 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53, 54], "remotetool": [6, 7, 17, 23, 33, 37, 56], "trigger": [6, 7, 41, 54], "mcptool": [6, 7, 17, 23, 43, 56], "server": [6, 7, 8, 9, 10, 17, 20, 21, 31, 32, 34, 36, 39, 40, 41, 42, 46, 56], "correctli": [6, 7, 33, 47], "port": [6, 7, 19, 32, 40, 43], "That": [6, 7], "said": [6, 7], "previous": [6, 7, 38, 45, 47], "argu": [6, 7], "Of": [6, 7], "cours": [6, 7], "relev": [6, 7, 9, 16, 27, 33, 34, 35, 41, 45, 53, 55], "pars": [6, 7, 33, 47], "http_method": [6, 7, 16, 23, 33, 54, 56], "api_spec_uri": [6, 7, 16, 23, 33, 54], "query_param": [6, 7, 16, 23, 33, 54], "header": [6, 7, 10, 16, 20, 23, 31, 33, 43, 53, 54, 56], "client_transport": [6, 7, 23, 43], "clienttransport": [6, 7, 20, 23], "aspect": [6, 7, 31], "exclus": [6, 7], "arbitrari": [6, 7, 39, 54], "emb": [6, 7, 56], "One": [6, 7, 16, 45, 46, 49, 55], "under": [6, 7, 9, 31, 33, 34, 36, 37, 38, 40, 41, 42, 43, 44, 45, 47, 48, 49, 56], "apinod": [6, 7, 16, 17, 56], "manner": [6, 7, 16, 17, 25, 26, 38, 41], "found": [6, 7, 40, 44], 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\ No newline at end of file
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"howtoguides/howto_generation_config", "howtoguides/howto_llm_from_different_providers", "howtoguides/howto_managerworkers", "howtoguides/howto_mapnode", "howtoguides/howto_mcp", "howtoguides/howto_ociagent", "howtoguides/howto_orchestrator_agent", "howtoguides/howto_parallelflownode", "howtoguides/howto_plugin", "howtoguides/howto_structured_generation", "howtoguides/howto_swarm", "howtoguides/index", "index", "installation", "misc/glossary", "misc/reference_sheet", "rfcs-template", "security", "style_guide"], "filenames": ["_components/llm_config_tabs.rst", "adapters/autogen.rst", "adapters/langgraph.rst", "adapters/wayflow.rst", "agentspec/index.rst", "agentspec/intro_and_motivation.rst", "agentspec/language_spec_25_4_1.rst", "agentspec/language_spec_nightly.rst", "agentspec/positioning.rst", "agentspec/tracing.rst", "api/a2a.rst", "api/adapters.rst", "api/agent.rst", "api/agent_specialization.rst", "api/agenticpatterns.rst", "api/components.rst", "api/flows.rst", "api/index.rst", "api/ioproperties.rst", "api/llmmodels.rst", "api/mcp.rst", "api/remoteagent.rst", "api/serialization.rst", "api/tools.rst", "changelog.rst", "conduct.rst", "contributing.rst", "docs_home.rst", "ecosystem/collaborations.rst", "ecosystem/integrations.rst", "faqs.rst", "howtoguides/howto_a2aagent.rst", "howtoguides/howto_ag_ui.rst", "howtoguides/howto_agent_with_remote_tools.rst", "howtoguides/howto_agents.rst", "howtoguides/howto_disaggregated_config.rst", "howtoguides/howto_execute_agentspec_across_frameworks.rst", "howtoguides/howto_execute_agentspec_with_wayflow.rst", "howtoguides/howto_flow_with_conditional_branches.rst", "howtoguides/howto_generation_config.rst", "howtoguides/howto_llm_from_different_providers.rst", "howtoguides/howto_managerworkers.rst", "howtoguides/howto_mapnode.rst", "howtoguides/howto_mcp.rst", "howtoguides/howto_ociagent.rst", "howtoguides/howto_orchestrator_agent.rst", "howtoguides/howto_parallelflownode.rst", "howtoguides/howto_plugin.rst", "howtoguides/howto_structured_generation.rst", "howtoguides/howto_swarm.rst", "howtoguides/index.rst", "index.rst", "installation.rst", "misc/glossary.rst", "misc/reference_sheet.rst", "rfcs-template.rst", "security.rst", "style_guide.rst"], "titles": ["<no title>", "Agent Spec Adapters - AutoGen", "Agent Spec Adapters - LangGraph", "Agent Spec Adapters - WayFlow", "Open Agent Specification (Agent Spec)", "Introduction to Agent Spec: Motivation and Vision", "Agent Spec specification (version 25.4.1)", "Agent Spec specification (nightly version 26.1.0.dev4)", "Positioning of Agent Spec in the agentic ecosystem", "Open Agent Specification Tracing (Agent Spec Tracing)", "Agent to Agent Protocol (A2A)", "Agent Spec Adapters", "Agents", "Agent Specialization", "Agentic Patterns", "Components", "Flows", "API Reference", "IO Properties", "LLMs", "Model Context Protocol (MCP)", "Remote Agents", "Serialization / Deserialization", "Tools", "Changelog", "Code of Conduct", "For Contributors", "Open Agent Specification (Agent Spec)", "Agent Spec Collaborations", "Agent Spec Integrations", "Frequently Asked Questions", "How to Use A2A Agents", "How to Use AG-UI with Agent Spec", "How to Develop an Agent with Remote Tools", "How to build a simple ReAct Agent", "How to Use Disaggregated Configurations", "How to Execute Agent Spec Across Frameworks", "How to Execute Agent Spec Configuration with WayFlow", "How to Develop a Flow with Conditional Branches", "How to Specify the Generation Configuration when Using LLMs", "How to Use LLMs from Different LLM Providers", "How to Build a Manager-Worker Multi-Agent System", "How to Do Map and Reduce Operations in Flows", "How to Implement a Plugin for MCP", "How to Use OCI Generative AI Agents", "How to Build an Orchestrator-Workers Agents Pattern", "How to Run Multiple Flows in Parallel", "How to use custom components with the Plugin System", "How to Build Flows with Structured LLM Generation", "How to Build a Swarm of Agents", "How-to 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54, 55, 56], "below": [1, 2, 3, 6, 7, 24, 36, 37, 38, 40, 43, 46, 48, 49], "creat": [1, 2, 3, 4, 6, 7, 16, 17, 21, 30, 31, 32, 34, 35, 36, 37, 39, 40, 42, 43, 44, 46, 50, 51, 52, 53, 54, 56, 57], "properti": [1, 2, 3, 4, 9, 12, 13, 14, 15, 16, 21, 22, 23, 27, 32, 34, 35, 36, 39, 41, 42, 43, 45, 46, 47, 48, 49, 54, 56], "floatproperti": [1, 2, 3, 6, 7, 17, 18], "tool": [1, 2, 3, 5, 8, 12, 13, 14, 16, 24, 26, 30, 32, 34, 35, 39, 40, 41, 42, 43, 44, 46, 47, 48, 50, 51], "servertool": [1, 2, 3, 6, 7, 13, 16, 17, 23, 32, 34, 36, 37, 41, 45, 46, 49, 53, 56], "subtraction_tool": [1, 2, 3], "subtract": [1, 2, 3], "descript": [1, 2, 3, 6, 7, 9, 10, 12, 13, 14, 15, 16, 18, 19, 20, 21, 23, 26, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53, 54, 56], "two": [1, 2, 3, 4, 6, 7, 16, 27, 30, 31, 36, 37, 38, 41, 43, 49, 50, 53, 57], "number": [1, 2, 3, 6, 7, 10, 16, 17, 18, 19, 22, 31, 39, 41, 49, 53, 54, 56], "togeth": [1, 2, 3, 6, 7, 16, 46, 53], "input": [1, 2, 3, 9, 11, 12, 13, 14, 15, 16, 17, 18, 21, 23, 27, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 48, 49, 53, 54, 56, 57], "titl": [1, 2, 3, 6, 7, 12, 13, 16, 18, 26, 27, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 45, 46, 47, 48, 49, 53, 54, 56], "b": [1, 2, 3, 37, 43], "output": [1, 2, 3, 9, 12, 13, 14, 15, 16, 17, 18, 21, 23, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 48, 49, 53, 54, 56], "differ": [1, 2, 3, 5, 6, 7, 8, 9, 14, 16, 25, 27, 30, 32, 35, 36, 38, 39, 41, 45, 46, 48, 50, 53, 54, 56, 57], "agentspec_llm_config": [1, 2, 3], "70b": [1, 2, 3, 6, 7, 45, 47, 49], "storag": [1, 2, 3, 9, 45, 56], "my": [1, 2, 3, 6, 7, 9, 30, 34, 39, 40, 41, 42, 46, 54], "agentspec_ag": [1, 2, 3, 9, 32, 36], "agentspec_tools_test": [1, 2, 3], "system_prompt": [1, 2, 3, 6, 7, 12, 13, 14, 16, 22, 27, 32, 33, 34, 35, 36, 37, 39, 41, 43, 45, 48, 49, 54], "perform": [1, 2, 3, 6, 7, 9, 14, 16, 20, 24, 27, 30, 33, 34, 36, 37, 39, 40, 41, 42, 43, 46, 48, 49, 51, 53, 55, 56], "given": [1, 2, 3, 6, 7, 9, 11, 13, 15, 16, 17, 18, 23, 32, 34, 36, 38, 40, 41, 43, 46, 49, 57], "export": [1, 2, 3, 6, 7, 9, 16, 19, 20, 22, 23, 24, 27, 31, 32, 34, 36, 37, 41, 42, 43, 44, 45, 48, 50, 56], "serial": [1, 2, 3, 4, 5, 11, 15, 27, 30, 32, 33, 36, 38, 39, 46, 47, 48, 49, 54], "agentspecseri": [1, 2, 3, 6, 7, 17, 22, 31, 32, 33, 34, 35, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 54, 56], "agentspec_config": [1, 2, 3, 37], "to_json": [1, 2, 3, 6, 7, 11, 22, 31, 32, 33, 34, 36, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 54, 56], "load": [1, 2, 3, 6, 7, 22, 24, 28, 30, 32, 33, 35, 38, 46, 48, 49, 56], "agentspecload": [1, 2, 3, 9, 11, 17, 36, 37, 47], "def": [1, 2, 3, 6, 7, 9, 15, 16, 32, 36, 43, 46, 47], "float": [1, 2, 3, 7, 10, 19, 20, 22], "return": [1, 2, 3, 6, 7, 9, 11, 15, 16, 18, 22, 32, 34, 36, 38, 41, 43, 45, 46, 47, 53, 54, 56], "async": [1, 2, 3, 9], "main": [1, 2, 3, 4, 6, 7, 22, 26, 27, 30, 35, 36, 41, 49, 50, 54, 57], "none": [1, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 32, 36, 41], "tool_registri": [1, 2, 3, 11, 32, 36, 37], "compon": [1, 3, 4, 5, 8, 9, 10, 11, 12, 13, 14, 16, 18, 19, 20, 21, 22, 23, 24, 26, 27, 29, 33, 35, 36, 37, 40, 41, 42, 50, 51, 53, 54, 55, 56], "load_json": [1, 2, 3, 9, 11, 36], "while": [1, 2, 3, 6, 7, 8, 9, 14, 19, 30, 32, 35, 37, 38, 41, 44, 47, 49, 51, 53, 56], "true": [1, 2, 3, 6, 7, 10, 12, 15, 22, 31, 32, 33, 34, 35, 37, 41, 43, 49, 54], "input_cmd": 1, "user": [1, 2, 3, 6, 7, 9, 12, 13, 14, 16, 17, 20, 23, 24, 26, 27, 28, 32, 33, 34, 36, 37, 38, 40, 41, 43, 45, 46, 49, 51, 53, 54, 55, 56, 57], "q": 1, "break": [1, 2, 3, 6, 7, 57], "result": [1, 2, 3, 6, 7, 9, 14, 16, 20, 24, 32, 36, 41, 47, 53, 54, 56], "await": [1, 2, 3, 41], "print": [1, 2, 3, 33, 36, 37, 38, 41, 43, 44, 47], "f": [1, 2, 3, 7, 9, 16, 37, 43, 46, 47], "messag": [1, 2, 6, 7, 9, 14, 16, 17, 26, 32, 37, 38, 41, 45, 46, 48, 49, 56], "content": [1, 2, 3, 6, 7, 9, 16, 22, 37, 40, 48, 53, 56, 57], "_model_cli": 1, "close": [1, 6, 7, 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"4": [1, 4, 7, 32, 34, 35, 39, 40, 42, 43, 44, 46, 47, 48], "autogen_ag": 1, "assist": [1, 2, 3, 6, 7, 8, 9, 16, 27, 29, 30, 33, 34, 35, 36, 38, 39, 41, 42, 43, 45, 49, 51, 52, 53, 57], "list": [1, 6, 7, 9, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 27, 33, 34, 36, 40, 41, 42, 46, 47, 48, 49, 51, 52, 53, 54, 56, 57], "valu": [1, 6, 7, 9, 14, 16, 17, 18, 19, 22, 23, 24, 33, 35, 37, 38, 53, 54, 56], "system_messag": 1, "reformul": [1, 2], "answer": [1, 6, 7, 15, 16, 27, 33, 34, 38, 41, 47, 49, 50], "reflect_on_tool_us": 1, "agentspecexport": [1, 2, 3, 11, 17, 36], "facilit": [2, 5, 7, 27, 29], "creation": [2, 6, 7, 29, 42, 53], "manag": [2, 6, 7, 9, 14, 20, 23, 29, 31, 33, 35, 49, 51], "long": [2, 6, 7, 29, 37, 56, 57], "state": [2, 6, 7, 26, 29, 32, 37, 41, 47, 52, 56], "durabl": [2, 29], "execut": [2, 4, 5, 9, 12, 13, 14, 16, 17, 20, 21, 23, 27, 28, 29, 31, 32, 33, 34, 38, 40, 41, 42, 43, 45, 46, 48, 49, 51, 53, 57], "human": [2, 6, 9, 14, 29, 32, 49, 53], "loop": [2, 6, 9, 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39, 40, 44, 46, 48, 51, 53, 54, 56], "conceptu": [4, 27, 50, 56], "object": [4, 6, 7, 9, 11, 16, 17, 18, 19, 22, 27, 36, 41, 44, 46, 56], "call": [4, 6, 7, 8, 9, 15, 16, 17, 19, 23, 27, 33, 36, 42, 43, 45, 46, 47, 49, 53, 54, 56], "compos": [4, 6, 7, 8, 16, 27, 34, 45, 46, 51], "typic": [4, 6, 7, 9, 27, 38, 40, 44, 53, 56, 57], "includ": [4, 6, 7, 9, 10, 16, 19, 21, 25, 26, 27, 32, 33, 37, 38, 41, 44, 45, 46, 47, 48, 53, 54, 55, 56, 57], "determin": [4, 6, 7, 10, 12, 14, 16, 41, 56], "respect": [4, 6, 7, 11, 15, 16, 19, 25, 26, 36, 40, 53], "semant": [4, 6, 7, 9, 27, 33], "runnabl": [4, 36], "standalon": [4, 27, 51], "e": [4, 5, 6, 7, 9, 14, 16, 23, 24, 27, 32, 33, 36, 37, 40, 41, 42, 45, 46, 49, 54, 56], "g": [4, 5, 6, 7, 9, 14, 16, 23, 24, 27, 33, 37, 40, 41, 42, 45, 46, 49, 56], "react": [4, 6, 7, 27, 33, 36, 50], "busi": [4, 27, 51, 53], "process": [4, 6, 7, 9, 20, 27, 37, 41, 42, 43, 46, 48, 51, 53, 54, 56, 57], "structur": [4, 5, 6, 9, 16, 24, 41, 45, 50, 51, 54, 56], "runtim": 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17, 20, 28, 32, 57], "pyagentspectrac": 4, "materi": [4, 25, 57], "secur": [4, 6, 7, 17, 20, 21, 24, 31, 35, 40, 42, 43, 46, 55], "consider": [4, 53], "design": [4, 5, 7, 8, 26, 27, 33, 47, 51, 53, 55, 56], "note": [4, 15, 20, 31, 37, 38, 40, 41, 43, 44, 48, 56, 57], "best": [4, 6, 7, 16, 27, 49, 56], "practic": [4, 6, 7, 27, 37, 56], "faq": 4, "question": [4, 6, 7, 15, 16, 26, 27, 33, 34, 41, 49, 50, 57], "cross": [4, 5, 7, 54], "high": [5, 6, 7, 27, 41, 48, 55], "By": [5, 6, 7, 51, 53, 54], "enabl": [5, 6, 7, 8, 9, 10, 24, 27, 28, 30, 32, 33, 35, 40, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56], "seamless": [5, 33, 48], "interoper": 5, "across": [5, 6, 7, 9, 26, 28, 29, 31, 32, 33, 34, 35, 38, 41, 42, 43, 45, 47, 48, 49, 50, 51, 53, 54, 56, 57], "divers": [5, 7, 25, 41, 53], "ensur": [5, 6, 7, 9, 19, 20, 22, 26, 31, 35, 39, 40, 41, 43, 45, 48, 51, 53, 54, 56, 57], "consist": [5, 6, 7, 9, 26, 38, 49, 51, 53, 54, 57], "behavior": [5, 6, 7, 8, 21, 25, 27, 30, 31, 38, 42, 49, 51, 53, 54, 56, 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7, 8, 24], "part": [6, 7, 8, 9, 16, 17, 23, 24, 27, 33, 34, 36, 45, 46, 53, 54], "expect": [6, 7, 8, 19, 23, 25, 26, 27, 38, 41, 47, 53, 56, 57], "section": [6, 7, 9, 17, 27, 33, 36, 39, 40, 43, 54, 57], "via": [6, 7, 9, 17, 20, 32, 37, 45, 53, 54, 56], "eas": [6, 7, 53], "comprehens": [6, 7, 50], "other": [6, 7, 8, 9, 14, 19, 25, 30, 31, 33, 35, 36, 37, 38, 45, 49, 51, 53], "also": [6, 7, 9, 16, 24, 26, 36, 37, 38, 40, 41, 43, 44, 45, 46, 47, 49, 53, 56], "suppos": [6, 7, 42, 46], "contain": [6, 7, 9, 15, 22, 36, 38, 39, 40, 42, 45, 46, 50, 51, 53, 54, 56, 57], "code": [6, 7, 26, 30, 31, 32, 38, 40, 42, 43, 50, 51, 54, 55, 56, 57], "should": [6, 7, 9, 11, 14, 15, 16, 19, 20, 22, 23, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 49, 54, 56, 57], "adopt": [6, 7, 40], "measur": [6, 7], "safe": [6, 7, 56], "dump": [6, 7, 22], "which": [6, 7, 8, 9, 14, 15, 16, 17, 19, 21, 23, 24, 26, 27, 31, 33, 34, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 53, 54, 56, 57], "itself": [6, 7, 12, 21, 36, 37, 38, 56], "instanc": [6, 7, 15, 16, 19, 31, 40, 45, 47, 56], "guarante": [6, 7, 9, 27, 56], "chang": [6, 7, 26, 33, 35, 42, 43, 49, 55, 56, 57], "doe": [6, 7, 8, 16, 25, 30, 42, 43, 46, 51, 54, 55, 56], "need": [6, 7, 15, 17, 23, 26, 31, 33, 34, 36, 40, 41, 42, 44, 45, 46, 47, 48, 49, 51, 54, 57], "simpli": [6, 7, 14, 16, 34, 42, 46, 49], "express": [6, 7, 25, 33, 47], "enough": [6, 7], "inform": [6, 7, 9, 13, 16, 18, 20, 23, 24, 25, 27, 30, 31, 33, 34, 35, 36, 37, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 53, 54, 56], "instanti": [6, 7, 14, 27, 28, 34, 56], "uniqu": [6, 7, 9, 10, 12, 13, 14, 15, 16, 19, 20, 21, 23, 56], "identifi": [6, 7, 10, 12, 13, 14, 15, 16, 19, 20, 21, 23, 25, 40, 45, 46, 49, 54, 56], "all": [6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 25, 32, 37, 38, 39, 40, 41, 42, 46, 47, 48, 49, 54, 56, 57], "have": [6, 7, 9, 14, 15, 16, 17, 24, 25, 26, 31, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 53, 54, 55, 57], 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23, 26, 33, 45, 51, 56], "explicit": [6, 7, 9, 25, 41, 51, 56], "sequenc": [6, 7, 16, 17, 22, 38, 51, 53, 54], "fill": [6, 7, 26, 36, 54], "reach": [6, 7, 16, 27], "out": [6, 7, 10, 24, 26, 27, 35, 56, 57], "procedur": [6, 7, 54], "made": [6, 7, 8, 17, 23, 46, 54], "calcul": [6, 7, 33], "levenshtein": [6, 7], "distanc": [6, 7, 14, 49], "anyth": [6, 7, 41, 42], "talk": [6, 7, 14, 16, 45, 49], "render": [6, 7, 32], "entri": [6, 7, 16, 39, 45, 54], "point": [6, 7, 9, 14, 41, 44, 45, 49, 53, 54], "three": [6, 7, 36, 38, 45, 48, 49, 53, 54, 57], "kind": [6, 7, 45], "self": [6, 7, 9, 33, 36, 38, 41, 45, 47, 48, 49, 50, 51, 56], "maintain": [6, 7, 26, 35, 41, 48, 53, 54, 55], "construct": [6, 7, 15, 25, 26, 45, 48, 54, 56], "hold": [6, 7, 25, 40, 54, 56], "share": [6, 7, 9, 26, 27, 35, 40, 41, 42, 45, 46, 47, 49, 53, 54, 56], "resourc": [6, 7, 8, 30, 39, 40, 42, 46, 51, 54], "memori": [6, 7, 54, 56], "llm_configur": [6, 7], "Its": [6, 7, 56], "separ": [6, 7, 33, 35, 43, 48, 54, 56], "either": [6, 7, 14, 37, 38, 40, 43, 45, 49], "fit": [6, 7, 8, 30, 41, 51], "assum": [6, 7, 9, 34, 36, 37, 42, 43, 45, 47, 54, 56], "paramet": [6, 7, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 31, 35, 37, 40, 41, 49, 53, 54, 56], "handl": [6, 7, 9, 35, 41, 43, 48, 49, 53, 56], "exist": [6, 7, 8, 13, 17, 33, 34, 36, 47], "expand": [6, 7, 50], "planner": [6, 7], "usabl": [6, 7, 48], "new": [6, 7, 8, 26, 28, 36, 38, 47, 53, 55], "default_generation_paramet": [6, 7, 19, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 48, 49, 54], "dict": [6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 32, 36, 38, 40, 54], "never": [6, 7, 9, 14, 33, 35, 49, 56], "sensit": [6, 16, 20, 23, 24, 33, 34, 35, 41, 43, 49, 56], "sure": [6, 7, 26, 33, 34, 40, 56], "befor": [6, 7, 9, 10, 14, 16, 23, 24, 26, 27, 32, 33, 34, 37, 38, 41, 43, 49, 54, 56, 57], "chat": [6, 7, 19], "complet": [6, 7, 9, 10, 16, 17, 19, 25, 26, 27, 38, 40, 41, 45, 50, 51, 53, 54, 56], "indic": [6, 7, 22, 23, 37, 41], "pass": [6, 7, 9, 12, 14, 16, 20, 24, 33, 38, 39, 41, 45, 47, 49, 54, 56], "offer": [6, 7, 16, 33, 34, 36, 42, 48, 50, 52, 53, 56], "openaiconfig": [6, 7, 17, 19], "authent": [6, 7, 10, 16, 17, 19, 20, 23, 32, 33, 40, 56], "method": [6, 7, 9, 15, 16, 17, 22, 23, 27, 33, 36, 42, 51, 53, 54, 56], "therefor": [6, 7, 41, 45, 46], "besid": [6, 7, 9], "select": [6, 7, 9, 14, 16, 17, 23, 41, 42, 43, 46, 49], "serving_mod": [6, 7, 19, 40], "serv": [6, 7, 8, 19, 25, 31, 33, 36, 40, 41, 51], "demand": [6, 7, 40], "dedic": [6, 7, 9, 19, 22, 23, 27, 40, 41, 53, 56], "capac": [6, 7], "suitabl": [6, 7, 16, 32, 41], "variabl": [6, 7, 16, 20, 33, 34, 53], "workload": [6, 7], "throughput": [6, 7], "underli": [6, 7, 8, 30], "meta": [6, 7, 19, 36, 37, 45, 49, 54], "coher": [6, 7, 19, 33, 51, 53], "detect": [6, 7, 19, 32], "manual": [6, 7, 15, 16], "know": [6, 7, 34, 45], "liter": [6, 7, 15, 19, 22], "on_demand": [6, 7, 19, 40], "grok": [6, 7, 19, 40], "secret": [6, 7, 20, 33], "password": [6, 7, 16, 54, 56], "anywher": [6, 7, 13, 39], "gen": [6, 7, 56], "present": [6, 7, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 49, 57], "how": [6, 7, 8, 9, 14, 16, 17, 19, 24, 26, 27, 28, 30, 51, 52, 53, 54, 55, 56], "auth_typ": [6, 7, 19, 40, 44], "security_token": [6, 7, 17, 19, 40], "instance_princip": [6, 7, 17, 19, 40], "resource_princip": [6, 7, 17, 19, 40], "want": [6, 7, 14, 16, 26, 34, 35, 36, 37, 40, 42, 43, 44, 45, 46, 47, 52], "show": [6, 7, 35, 36, 39, 40, 42, 43, 46, 48, 54, 56], "princip": [6, 7, 40, 56], "decid": [6, 7, 33, 41, 56], "signatur": [6, 7, 23, 56], "veri": [6, 7], "rel": [6, 7], "executor": [6, 7, 16, 20, 23, 24, 37, 43, 47, 53, 54], "similar": [6, 7, 9, 48, 53, 54], "remotetool": [6, 7, 17, 23, 33, 37, 56], "trigger": [6, 7, 41, 54], "mcptool": [6, 7, 17, 23, 43, 56], "server": [6, 7, 8, 9, 10, 17, 20, 21, 31, 32, 34, 36, 39, 40, 41, 42, 46, 56], "correctli": [6, 7, 33, 47], "port": [6, 7, 19, 32, 40, 43], "That": [6, 7], "said": [6, 7], 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50, 53, 56], "challeng": [6, 7, 48], "transit": [6, 7, 16, 17, 47, 53, 54], "target": [6, 7, 56], "taken": [6, 7, 16, 54], "from_nod": [6, 7, 16, 38, 39, 42, 43, 45, 46, 47, 48, 54, 56], "from_branch": [6, 7, 16, 38, 42, 43, 45, 46, 47, 48, 54, 56], "to_nod": [6, 7, 16, 38, 39, 42, 43, 45, 46, 47, 48, 54, 56], "alon": [6, 7], "map": [6, 7, 16, 17, 22, 24, 32, 36, 38, 45, 46, 50, 53, 54, 56], "destin": [6, 7, 16, 53], "left": [6, 7], "unconnect": [6, 7], "source_nod": [6, 7, 16, 38, 39, 42, 43, 45, 46, 47, 48, 54, 56], "source_output": [6, 7, 16, 38, 39, 42, 43, 45, 46, 47, 48, 54, 56], "destination_nod": [6, 7, 16, 38, 39, 42, 43, 45, 46, 47, 48, 54, 56], "destination_input": [6, 7, 16, 38, 39, 42, 43, 45, 46, 47, 48, 54, 56], "parallel": [6, 16, 17, 24, 50], "scenario": [6, 7, 34, 35, 41, 48, 53], "concern": [6, 7], "sometim": [6, 7, 34], "necessari": [6, 7, 41, 43, 54], "prioriti": [6, 7], "public": [6, 7, 36, 56], "updat": [6, 7, 34, 35, 41, 56], "publicli": [6, 7, 24, 32], "write": 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"conditional-branching"]], "Standard library of nodes to use in flows": [[6, "standard-library-of-nodes-to-use-in-flows"], [7, "standard-library-of-nodes-to-use-in-flows"]], "RemoteAgent": [[6, "remoteagent"], [7, "remoteagent"]], "OciAgent": [[6, "ociagent"], [7, "ociagent"]], "Versioning": [[6, "versioning"], [7, "versioning"]], "Backward compatibility": [[6, "backward-compatibility"], [7, "backward-compatibility"]], "MCP (Model Context Protocol)": [[6, "mcp-model-context-protocol"], [7, "mcp-model-context-protocol"]], "MCP Client transport": [[6, "mcp-client-transport"], [7, "mcp-client-transport"]], "Stdio Transport": [[6, "stdio-transport"], [7, "stdio-transport"]], "Remote MCP transports": [[6, "remote-mcp-transports"], [7, "remote-mcp-transports"]], "SSE Transport": [[6, "sse-transport"], [7, "sse-transport"]], "Streamable HTTP Transport": [[6, "streamable-http-transport"], [7, "streamable-http-transport"]], "Additions to MCP transports": [[6, "additions-to-mcp-transports"], [7, "additions-to-mcp-transports"]], "SSE Transport with mTLS": [[6, "sse-transport-with-mtls"], [7, "sse-transport-with-mtls"]], "Streamable HTTP Transport with mTLS": [[6, "streamable-http-transport-with-mtls"], [7, "streamable-http-transport-with-mtls"]], "Ecosystem of plugins": [[6, "ecosystem-of-plugins"], [7, "ecosystem-of-plugins"]], "Disaggregated components": [[6, "disaggregated-components"], [7, "disaggregated-components"]], "Additional components for future versions": [[6, "additional-components-for-future-versions"], [7, "additional-components-for-future-versions"]], "Language examples": [[6, "language-examples"], [7, "language-examples"]], "Standalone agent": [[6, "standalone-agent"], [7, "standalone-agent"]], "Standalone flow": [[6, "standalone-flow"], [7, "standalone-flow"]], "Agents in flow": [[6, "agents-in-flow"], [7, "agents-in-flow"]], "(Generated) JSON Language spec": [[6, "generated-json-language-spec"], [7, "generated-json-language-spec"]], "Note about serialization of components": [[6, "note-about-serialization-of-components"], [7, "note-about-serialization-of-components"]], "Note about references": [[6, "note-about-references"], [7, "note-about-references"]], "JSON Example": [[6, "json-example"], [7, "json-example"]], "SDKs for consuming/producing Agent Spec": [[6, "sdks-for-consuming-producing-agent-spec"], [7, "sdks-for-consuming-producing-agent-spec"]], "Serialization/deserialization APIs": [[6, "serialization-deserialization-apis"], [7, "serialization-deserialization-apis"]], "Agent Spec specification (nightly version 26.1.0.dev4)": [[7, "agent-spec-specification-nightly-version-release"]], "Human-in-the-Loop in Agents": [[7, "human-in-the-loop-in-agents"]], "Agent Specialization for Reusability and Flexibility": [[7, "agent-specialization-for-reusability-and-flexibility"]], "Structured Generation": [[7, "structured-generation"], [53, "structured-generation"]], "ToolBoxes": [[7, "toolboxes"]], "MCPToolBox": [[7, "mcptoolbox"]], "MCPToolSpec": [[7, "mcptoolspec"]], "Built-in Tools": [[7, "built-in-tools"]], "Implementing Built-in Tools as Execution Engine Developer": [[7, "implementing-built-in-tools-as-execution-engine-developer"]], "Parallelization": [[7, "parallelization"]], "A2AAgent": [[7, "a2aagent"]], "Swarm": [[7, "swarm"]], "ManagerWorkers": [[7, "managerworkers"]], "A2A (Agent to Agent Protocol)": [[7, "a2a-agent-to-agent-protocol"]], "Sensitive fields": [[7, "sensitive-fields"], [9, "sensitive-fields"]], "Positioning of Agent Spec in the agentic ecosystem": [[8, "positioning-of-agent-spec-in-the-agentic-ecosystem"]], "Open Agent Specification Tracing (Agent Spec Tracing)": [[9, "open-agent-specification-tracing-agent-spec-tracing"]], "Overview": [[9, "overview"], [43, "overview"], [47, "overview"]], "Scope and goals": [[9, "scope-and-goals"]], "Core Concepts": [[9, "core-concepts"]], "Event": [[9, "event"]], "Span": [[9, "span"]], "SpanProcessor": [[9, "spanprocessor"]], "Trace": [[9, "trace"]], "Standard Span Types": [[9, "standard-span-types"]], "LlmGenerationSpan": [[9, "llmgenerationspan"]], "ToolExecutionSpan": [[9, "toolexecutionspan"]], "AgentExecutionSpan": [[9, "agentexecutionspan"]], "SwarmExecutionSpan": [[9, "swarmexecutionspan"]], "ManagerWorkersExecutionSpan": [[9, "managerworkersexecutionspan"]], "FlowExecutionSpan": [[9, "flowexecutionspan"]], "NodeExecutionSpan": [[9, "nodeexecutionspan"]], "Standard Event Types": [[9, "standard-event-types"]], "LLM events": [[9, "llm-events"]], "LlmGenerationRequest": [[9, "llmgenerationrequest"]], "LlmGenerationResponse": [[9, "llmgenerationresponse"]], "LlmGenerationStreamingChunkReceived": [[9, "llmgenerationstreamingchunkreceived"]], "Tool events": [[9, "tool-events"]], "ToolExecutionRequest": [[9, "toolexecutionrequest"]], "ToolExecutionResponse": [[9, "toolexecutionresponse"]], "ToolConfirmationRequest": [[9, "toolconfirmationrequest"]], "ToolConfirmationResponse": [[9, "toolconfirmationresponse"]], "AgenticComponent events": [[9, "agenticcomponent-events"]], "AgentExecutionStart": [[9, "agentexecutionstart"]], "AgentExecutionEnd": [[9, "agentexecutionend"]], "ManagerWorkersExecutionStart": [[9, "managerworkersexecutionstart"]], "ManagerWorkersExecutionEnd": [[9, "managerworkersexecutionend"]], "SwarmExecutionStart": [[9, "swarmexecutionstart"]], "SwarmExecutionEnd": [[9, "swarmexecutionend"]], "Flow events": [[9, "flow-events"]], "FlowExecutionStart": [[9, "flowexecutionstart"]], "FlowExecutionEnd": [[9, "flowexecutionend"]], "NodeExecutionStart": [[9, "nodeexecutionstart"]], "NodeExecutionEnd": [[9, "nodeexecutionend"]], "Conversation and control events": [[9, "conversation-and-control-events"]], "ConversationMessageAdded": [[9, "conversationmessageadded"]], "ExceptionRaised": [[9, "exceptionraised"]], "HumanInTheLoopRequest": [[9, "humaninthelooprequest"]], "HumanInTheLoopResponse": [[9, "humanintheloopresponse"]], "Deterministic identifiers and correlation": [[9, "deterministic-identifiers-and-correlation"]], "PyAgentSpecTracing (Python materialization)": [[9, "pyagentspectracing-python-materialization"]], "Emitting traces (producer example)": [[9, "emitting-traces-producer-example"]], "Consuming traces (consumer example)": [[9, "consuming-traces-consumer-example"]], "Interoperability examples": [[9, "interoperability-examples"]], "Security Considerations": [[9, "security-considerations"], [27, "security-considerations"], [56, "security-considerations"]], "Implementing a SpanProcessor": [[9, "implementing-a-spanprocessor"]], "Design Notes and Best Practices": [[9, "design-notes-and-best-practices"]], "FAQ and Open Questions": [[9, "faq-and-open-questions"]], "Naming alignment with observability": [[9, "naming-alignment-with-observability"]], "Environment context": [[9, "environment-context"]], "References and Cross-links": [[9, "references-and-cross-links"]], "Agent to Agent Protocol (A2A)": [[10, "agent-to-agent-protocol-a2a"]], "Connection Config": [[10, "connection-config"]], "Session Parameters": [[10, "session-parameters"]], "Agent Spec Adapters": [[11, "agent-spec-adapters"]], "LangGraph": [[11, "langgraph"]], "AutoGen": [[11, "autogen"]], "Agents": [[12, "agents"], [17, "agents"], [54, "agents"]], "Agent class": [[12, "agent-class"]], "Agent Specialization": [[13, "agent-specialization"], [17, "agent-specialization"]], "Specialized Agent": [[13, "specialized-agent"]], "Agentic Patterns": [[14, "agentic-patterns"], [17, "agentic-patterns"]], "Swarm class": [[14, "swarm-class"]], "ManagerWorkers class": [[14, "managerworkers-class"]], "Components": [[15, "components"], [17, "components"]], "Component class": [[15, "component-class"]], "ComponentWithIO class": [[15, "componentwithio-class"]], "AgenticComponent class": [[15, "agenticcomponent-class"]], "Flows": [[16, "flows"], [54, "flows"]], "Flows & Nodes": [[16, "flows-nodes"], [17, "flows-nodes"]], "Nodes": [[16, "nodes"], [45, "nodes"]], "API Reference": [[17, "api-reference"]], "Remote Agents": [[17, "remote-agents"], [21, "remote-agents"]], "LLMs": [[17, "llms"], [19, "llms"], [54, "llms"]], "IO Properties": [[17, "io-properties"], [18, "io-properties"]], "MCP": [[17, "mcp"]], "Serialization / Deserialization": [[17, "serialization-deserialization"], [22, "serialization-deserialization"]], "A2A": [[17, "a2a"]], "Adapters": [[17, "adapters"], [36, "adapters"]], "Classes for the IO system properties": [[18, "classes-for-the-io-system-properties"]], "LlmConfig": [[19, "llmconfig"]], "LLM Generation Config": [[19, "llm-generation-config"]], "OpenAI API Type": [[19, "openai-api-type"]], "OCI API Type": [[19, "oci-api-type"]], "All models": [[19, "all-models"]], "OpenAI Compatible Models": [[19, "openai-compatible-models"]], "VLLM Models": [[19, "vllm-models"]], "Ollama Models": [[19, "ollama-models"]], "OpenAI Models": [[19, "openai-models"]], "OciGenAi Models": [[19, "ocigenai-models"]], "Model Context Protocol (MCP)": [[20, "model-context-protocol-mcp"]], "Client Transports": [[20, "client-transports"]], "Remote Agent class": [[21, "remote-agent-class"]], "OCI Agent class": [[21, "oci-agent-class"]], "A2A Agent class": [[21, "a2a-agent-class"]], "Serialization": [[22, "id1"], [53, "serialization"]], "Deserialization": [[22, "deserialization"]], "Serialization plugins": [[22, "serialization-plugins"]], "Deserialization plugins": [[22, "deserialization-plugins"]], "Base Tool class": [[23, "base-tool-class"]], "Client Tool": [[23, "client-tool"], [53, "client-tool"]], "Remote Tool": [[23, "remote-tool"], [53, "remote-tool"]], "Server Tool": [[23, "server-tool"], [53, "server-tool"]], "Built-in Tool": [[23, "built-in-tool"], [53, "built-in-tool"]], "MCP Tool": [[23, "mcp-tool"], [53, "mcp-tool"]], "ToolBox": [[23, "toolbox"]], "MCP ToolBox": [[23, "mcp-toolbox"]], "Changelog": [[24, "changelog"]], "Agent Spec 26.1.0.dev0": [[24, "agent-spec-release"]], "New features": [[24, "new-features"]], "Improvements": [[24, "improvements"]], "Breaking Changes": [[24, "breaking-changes"]], "Agent Spec 25.4.1 \u2014 Initial release": [[24, "agent-spec-25-4-1-initial-release"]], "Code of Conduct": [[25, "code-of-conduct"]], "For Contributors": [[26, "for-contributors"]], "Submitting a GitHub Issue": [[26, "submitting-a-github-issue"]], "Submitting a Request for Comments (RFC)": [[26, "submitting-a-request-for-comments-rfc"]], "I. Create an RFC": [[26, "i-create-an-rfc"]], "II. Get Feedback on the RFC": [[26, "ii-get-feedback-on-the-rfc"]], "Implementing Your Proposal": [[26, "implementing-your-proposal"]], "I. Submit a Pull Request": [[26, "i-submit-a-pull-request"]], "II. Sign the Oracle Contributor Agreement": [[26, "ii-sign-the-oracle-contributor-agreement"]], "III. Review and Merge": [[26, "iii-review-and-merge"]], "Contributing to Documentation": [[26, "contributing-to-documentation"]], "The End": [[26, "the-end"]], "PyAgentSpec": [[27, "pyagentspec"]], "Quick Start": [[27, "quick-start"]], "Next Steps": [[27, "next-steps"], [31, "next-steps"], [35, "next-steps"], [48, "next-steps"]], "Need Help?": [[27, "need-help"]], "Agent Spec Collaborations": [[28, "agent-spec-collaborations"]], "Agent Spec Integrations": [[29, "agent-spec-integrations"]], "Frequently Asked Questions": [[30, "frequently-asked-questions"]], "How to Use A2A Agents": [[31, "how-to-use-a2a-agents"]], "Basic Usage": [[31, "basic-usage"]], "Agent Spec Serialization": [[31, "agent-spec-serialization"], [34, "agent-spec-serialization"], [41, "agent-spec-serialization"], [42, "agent-spec-serialization"], [44, "agent-spec-serialization"], [45, "agent-spec-serialization"]], "Recap": [[31, "recap"], [32, "recap"], [33, "recap"], [34, "recap"], [35, "recap"], [36, "recap"], [37, "recap"], [38, "recap"], [39, "recap"], [40, "recap"], [41, "recap"], [42, "recap"], [44, "recap"], [45, "recap"], [46, "recap"], [47, "recap"], [48, "recap"], [49, "recap"]], "How to Use AG-UI with Agent Spec": [[32, "how-to-use-ag-ui-with-agent-spec"]], "Prerequisites": [[32, "prerequisites"], [37, null], [43, null], [45, null], [47, null]], "Step 1. Configure your Agent": [[32, "step-1-configure-your-agent"]], "Step 2: Configure a FastAPI endpoint": [[32, "step-2-configure-a-fastapi-endpoint"]], "Next steps": [[32, "next-steps"], [33, "next-steps"], [34, "next-steps"], [36, "next-steps"], [37, "next-steps"], [38, "next-steps"], [39, "next-steps"], [40, "next-steps"], [41, "next-steps"], [42, "next-steps"], [43, "next-steps"], [44, "next-steps"], [45, "next-steps"], [46, "next-steps"], [47, "next-steps"], [49, "next-steps"]], "How to Develop an Agent with Remote Tools": [[33, "how-to-develop-an-agent-with-remote-tools"]], "Basic implementation": [[33, "basic-implementation"], [34, "basic-implementation"], [38, "basic-implementation"], [41, "basic-implementation"], [42, "basic-implementation"], [45, "basic-implementation"], [46, "basic-implementation"], [47, "basic-implementation"], [49, "basic-implementation"]], "1. Define properties": [[33, "define-properties"], [38, "define-properties"]], "2. Define the remote tools": [[33, "define-the-remote-tools"]], "3. Define a LLM model": [[33, "define-a-llm-model"]], "4. Define the agent": [[33, "define-the-agent"]], "5. Export the Agent Spec configuration": [[33, "export-the-agent-spec-configuration"], [49, "export-the-agent-spec-configuration"]], "How to build a simple ReAct Agent": [[34, "how-to-build-a-simple-react-agent"]], "How to Use Disaggregated Configurations": [[35, "how-to-use-disaggregated-configurations"]], "Basic Implementation": [[35, "basic-implementation"], [48, "basic-implementation"]], "Serialization/Deserialization": [[35, "serialization-deserialization"]], "How to Execute Agent Spec Across Frameworks": [[36, "how-to-execute-agent-spec-across-frameworks"]], "Basic implementation of an adapter": [[36, "basic-implementation-of-an-adapter"]], "1. Load an Agent Spec JSON representation of an agent": [[36, "load-an-agent-spec-json-representation-of-an-agent"]], "2. Defining the LLM": [[36, "defining-the-llm"]], "3. Defining the tools": [[36, "defining-the-tools"]], "4. Defining the agent": [[36, "defining-the-agent"]], "5. Conversion": [[36, "conversion"]], "6. Execution": [[36, "execution"]], "Using the native Agent Spec adapters": [[36, "using-the-native-agent-spec-adapters"]], "Using the WayFlow Agent Spec adapter": [[36, "using-the-wayflow-agent-spec-adapter"]], "How to Execute Agent Spec Configuration with WayFlow": [[37, "how-to-execute-agent-spec-configuration-with-wayflow"]], "1. Installation": [[37, "installation"]], "2. Defining the tool registry": [[37, "defining-the-tool-registry"]], "3. Loading the Agent Spec configuration": [[37, "loading-the-agent-spec-configuration"]], "4. Running the assistant": [[37, "running-the-assistant"]], "How to Develop a Flow with Conditional Branches": [[38, "how-to-develop-a-flow-with-conditional-branches"]], "2. Define the LLM model": [[38, "define-the-llm-model"]], "3. Define nodes": [[38, "define-nodes"]], "4. Define the control and data flow edges": [[38, "define-the-control-and-data-flow-edges"]], "5. Define and export the Flow": [[38, "define-and-export-the-flow"]], "How to Specify the Generation Configuration when Using LLMs": [[39, "how-to-specify-the-generation-configuration-when-using-llms"]], "Configure the generation parameters for an agent": [[39, "configure-the-generation-parameters-for-an-agent"]], "Configure the generation parameters for a flow": [[39, "configure-the-generation-parameters-for-a-flow"]], "How to Use LLMs from Different LLM Providers": [[40, "how-to-use-llms-from-different-llm-providers"]], "OciGenAiConfig": [[40, "ocigenaiconfig"]], "OpenAiConfig": [[40, "openaiconfig"]], "OpenAiCompatibleConfig": [[40, "openaicompatibleconfig"]], "VllmConfig": [[40, "vllmconfig"]], "OllamaConfig": [[40, "ollamaconfig"]], "How to Build a Manager-Worker Multi-Agent System": [[41, "how-to-build-a-manager-worker-multi-agent-system"]], "1. Define the LLM model": [[41, "define-the-llm-model"], [45, "define-the-llm-model"], [49, "define-the-llm-model"]], "2. Define expert agents": [[41, "define-expert-agents"]], "Refund specialist agent": [[41, "refund-specialist-agent"]], "Statisfaction surveyor agent": [[41, "statisfaction-surveyor-agent"]], "3. Define the manager agent": [[41, "define-the-manager-agent"]], "4. Define the ManagerWorkers of Agents": [[41, "define-the-managerworkers-of-agents"]], "How to Do Map and Reduce Operations in Flows": [[42, "how-to-do-map-and-reduce-operations-in-flows"]], "Enabling parallelization": [[42, "enabling-parallelization"]], "Notes about parallelization": [[42, "notes-about-parallelization"], [46, "notes-about-parallelization"]], "How to Implement a Plugin for MCP": [[43, "how-to-implement-a-plugin-for-mcp"]], "Prerequisite: Setup a simple MCP Server": [[43, "prerequisite-setup-a-simple-mcp-server"]], "Connecting an Agent to the MCP Server": [[43, "connecting-an-agent-to-the-mcp-server"]], "Add imports and configure an LLM": [[43, "add-imports-and-configure-an-llm"]], "Build the Agent": [[43, "build-the-agent"]], "Agent Serialization": [[43, "agent-serialization"]], "Connecting a Flow to the MCP Server": [[43, "connecting-a-flow-to-the-mcp-server"]], "Build the Flow": [[43, "build-the-flow"]], "Flow Serialization": [[43, "flow-serialization"]], "How to Use OCI Generative AI Agents": [[44, "how-to-use-oci-generative-ai-agents"]], "Basic usage": [[44, "basic-usage"]], "How to Build an Orchestrator-Workers Agents Pattern": [[45, "how-to-build-an-orchestrator-workers-agents-pattern"]], "2. Define a tool": [[45, "define-a-tool"]], "3. Define an orchestrator agent": [[45, "define-an-orchestrator-agent"]], "4. Define a set of worker agents": [[45, "define-a-set-of-worker-agents"]], "5. 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"cmdoption-arg-service_endpoint"]], "serving_mode:": [[40, "cmdoption-arg-serving_mode"]], "url:": [[40, "cmdoption-arg-12"], [40, "cmdoption-arg-19"], [40, "cmdoption-arg-url"]]}})
\ No newline at end of file
diff --git a/development/security.html b/development/security.html
index 184feaf5..56cb48d6 100644
--- a/development/security.html
+++ b/development/security.html
@@ -342,6 +342,7 @@
 
  • Agent Spec Specification