chamsechan · chamsechan · Sep 16, 2026 · Sep 15, 2026 · Sep 15, 2026 · Sep 15, 2026
diff --git a/CMakeLists.txt b/CMakeLists.txt
@@ -1,8 +1,8 @@
 cmake_minimum_required(VERSION 3.16)
 project(LLMEdgeFlow VERSION 10.0.0 LANGUAGES C CXX)
 
-set(LLM_EDGEFLOW_ABI_VERSION "5.0.0")
-set(LLM_EDGEFLOW_ABI_VERSION_MAJOR 5)
+set(LLM_EDGEFLOW_ABI_VERSION "6.0.0")
+set(LLM_EDGEFLOW_ABI_VERSION_MAJOR 6)
 
 # 严格禁止 In-Source 构建 (防止误用 cmake . 污染源码目录并触发重复下载阻塞)
 if("${CMAKE_SOURCE_DIR}" STREQUAL "${CMAKE_BINARY_DIR}")

diff --git a/README.md b/README.md
@@ -171,7 +171,7 @@ Smoke 验证执行链路；真实模型的业务效果需使用目标数据集
 
 该命令统一执行格式与静态检查、配置构建及 CTest 测试。环境需具备 clang-format 18，以及架构图检查所需的 Java 17+；详细流程见 [CONTRIBUTING.md](CONTRIBUTING.md)，测试组织见 [tests/README.md](tests/README.md)，Agent 开发约束见 [AGENTS.md](AGENTS.md)。
 
-当前产品版本为 **v10.0.0**，公共 **ABI major 为 5**。接口边界见[架构设计](doc/architecture.md)，版本记录见 [Changelog](doc/CHANGELOG.md)。
+当前产品版本为 **v10.0.0**，公共 **ABI major 为 6**。接口边界见[架构设计](doc/architecture.md)，版本记录见 [Changelog](doc/CHANGELOG.md)。
 
 ## 许可证
 

diff --git a/cmake_ext/IndividualTests.cmake b/cmake_ext/IndividualTests.cmake
@@ -118,10 +118,6 @@ add_executable(test_operator_value_registry ${EDGEFLOW_SOURCE_test_operator_valu
 target_link_libraries(test_operator_value_registry PRIVATE llm_edgeflow::internal_runtime GTest::gtest GTest::gtest_main edgeflow_test_allocation_failure)
 add_test(NAME OperatorValueRegistryTest COMMAND test_operator_value_registry)
 
-add_executable(test_operator_biz_bridge_registry ${EDGEFLOW_SOURCE_test_operator_biz_bridge_registry})
-target_link_libraries(test_operator_biz_bridge_registry PRIVATE llm_edgeflow::internal_runtime GTest::gtest GTest::gtest_main)
-add_test(NAME OperatorBizBridgeRegistryTest COMMAND test_operator_biz_bridge_registry)
-
 add_executable(test_doc_qa_rerank ${EDGEFLOW_SOURCE_test_doc_qa_rerank})
 target_link_libraries(test_doc_qa_rerank PRIVATE llm_edgeflow::internal_runtime GTest::gtest GTest::gtest_main)
 add_test(NAME DocQaRerankTest COMMAND test_doc_qa_rerank)
@@ -282,9 +278,21 @@ add_executable(test_operator_golden ${EDGEFLOW_SOURCE_test_operator_golden})
 target_link_libraries(test_operator_golden PRIVATE llm_edgeflow::internal_runtime GTest::gtest GTest::gtest_main)
 add_test(NAME OperatorGoldenTest COMMAND test_operator_golden)
 
-add_executable(test_adapter_purity ${EDGEFLOW_SOURCE_test_adapter_purity})
-target_link_libraries(test_adapter_purity PRIVATE llm_edgeflow::internal_runtime GTest::gtest GTest::gtest_main)
-add_test(NAME AdapterPurityTest COMMAND test_adapter_purity)
+add_executable(test_io_converters ${EDGEFLOW_SOURCE_test_io_converters})
+target_link_libraries(test_io_converters PRIVATE llm_edgeflow::internal_runtime GTest::gtest GTest::gtest_main)
+add_test(NAME IoConverterTest COMMAND test_io_converters)
+
+add_executable(test_io_binding_registry ${EDGEFLOW_SOURCE_test_io_binding_registry})
+target_link_libraries(test_io_binding_registry PRIVATE llm_edgeflow::internal_runtime GTest::gtest GTest::gtest_main)
+add_test(NAME IoBindingRegistryTest COMMAND test_io_binding_registry)
+
+add_executable(test_text_converters ${EDGEFLOW_SOURCE_test_text_converters})
+target_link_libraries(test_text_converters PRIVATE llm_edgeflow::internal_runtime GTest::gtest GTest::gtest_main)
+add_test(NAME TextConvertersTest COMMAND test_text_converters)
+
+add_executable(test_complex_converters ${EDGEFLOW_SOURCE_test_complex_converters})
+target_link_libraries(test_complex_converters PRIVATE llm_edgeflow::internal_runtime GTest::gtest GTest::gtest_main)
+add_test(NAME ComplexConvertersTest COMMAND test_complex_converters)
 
 # Keep each individual executable's Registry environment aligned with the
 # corresponding sharded runner. Conflict and catalog-isolation executables are
@@ -336,7 +344,10 @@ set(EDGEFLOW_INDIVIDUAL_TESTS_WITH_RUNTIME_FIXTURES
   test_function_node
   test_parameter_binding
   test_operator_golden
-  test_adapter_purity)
+  test_io_converters
+  test_io_binding_registry
+  test_text_converters
+  test_complex_converters)
 foreach(test_target IN LISTS EDGEFLOW_INDIVIDUAL_TESTS_WITH_RUNTIME_FIXTURES)
   target_sources(${test_target} PRIVATE
     $<TARGET_OBJECTS:edgeflow_test_backend_fixtures>
@@ -354,7 +365,7 @@ set_tests_properties(
   RuntimeControlAndHotSwapTest EngineFaultToleranceAndLifecycleTest
   AdapterContractSecurityTest PipelineConfigTest RegistryConflictNodeTest
   RegistryConflictModelTest RegistryReentrantTest OperatorApiTest
-  OperatorOutputPoolTest OperatorValueRegistryTest OperatorBizBridgeRegistryTest
+  OperatorOutputPoolTest OperatorValueRegistryTest
   DocQaRerankTest PipelineStudioTest
   PipelineStudioServerTest
   DemoRunnerTest CatalogContractSsotTest TypedBlackboardContractsTest
@@ -365,6 +376,7 @@ set_tests_properties(
   VectorTopKNodeTest TextRerankNodeTest TextTemplateNodeTest
   LlmGenerateNodeTest AsrTranscribeNodeTest OcrDetectNodeTest
   TextRuleMatchNodeTest StructuredJsonParseNodeTest TextCorpusSourceNodeTest
-  CommonNodesTest FunctionNodeTest ParameterBindingTest OperatorGoldenTest AdapterPurityTest
+  CommonNodesTest FunctionNodeTest ParameterBindingTest OperatorGoldenTest
+  IoConverterTest IoBindingRegistryTest TextConvertersTest ComplexConvertersTest
   PROPERTIES WORKING_DIRECTORY "${PROJECT_SOURCE_DIR}"
 )
diff --git a/cmake_ext/TestInventory.cmake b/cmake_ext/TestInventory.cmake
@@ -44,9 +44,12 @@ set(EDGEFLOW_REQUIRED_CONTRACT_TESTS
   OperatorApiTest
   OperatorOutputPoolTest
   OperatorValueRegistryTest
-  OperatorBizBridgeRegistryTest
   OperatorGoldenTest
   AdapterPurityTest
+  IoConverterTest
+  IoBindingRegistryTest
+  TextConvertersTest
+  ComplexConvertersTest
   DocQaRerankTest
   PipelineStudioTest
   DemoRunnerTest
@@ -83,6 +86,10 @@ set(EDGEFLOW_SOURCE_test_concurrency_and_edge_cases "${PROJECT_SOURCE_DIR}/tests
 set(EDGEFLOW_SOURCE_test_different_io_modalities "${PROJECT_SOURCE_DIR}/tests/integration/runtime/test_different_io_modalities.cpp")
 set(EDGEFLOW_SOURCE_test_runtime_control_and_hot_swap "${PROJECT_SOURCE_DIR}/tests/integration/runtime/test_runtime_control_and_hot_swap.cpp")
 set(EDGEFLOW_SOURCE_test_adapter_purity "${PROJECT_SOURCE_DIR}/tests/unit/adapter/test_adapter_purity.cpp")
+set(EDGEFLOW_SOURCE_test_io_converters "${PROJECT_SOURCE_DIR}/tests/unit/adapter/test_io_converters.cpp")
+set(EDGEFLOW_SOURCE_test_io_binding_registry "${PROJECT_SOURCE_DIR}/tests/unit/adapter/test_io_binding_registry.cpp")
+set(EDGEFLOW_SOURCE_test_text_converters "${PROJECT_SOURCE_DIR}/tests/unit/adapter/test_text_converters.cpp")
+set(EDGEFLOW_SOURCE_test_complex_converters "${PROJECT_SOURCE_DIR}/tests/unit/adapter/test_complex_converters.cpp")
 set(EDGEFLOW_SOURCE_test_dag_pipeline "${PROJECT_SOURCE_DIR}/tests/unit/core/test_dag_pipeline.cpp")
 set(EDGEFLOW_SOURCE_test_definition_schema_validation "${PROJECT_SOURCE_DIR}/tests/unit/core/test_definition_schema_validation.cpp")
 set(EDGEFLOW_SOURCE_test_framework_core "${PROJECT_SOURCE_DIR}/tests/unit/core/test_framework_core.cpp")
@@ -119,7 +126,6 @@ set(EDGEFLOW_SOURCE_test_text_rerank_node "${PROJECT_SOURCE_DIR}/tests/unit/node
 set(EDGEFLOW_SOURCE_test_text_rule_match_node "${PROJECT_SOURCE_DIR}/tests/unit/nodes/test_text_rule_match_node.cpp")
 set(EDGEFLOW_SOURCE_test_text_template_node "${PROJECT_SOURCE_DIR}/tests/unit/nodes/test_text_template_node.cpp")
 set(EDGEFLOW_SOURCE_test_vector_top_k_node "${PROJECT_SOURCE_DIR}/tests/unit/nodes/test_vector_top_k_node.cpp")
-set(EDGEFLOW_SOURCE_test_operator_biz_bridge_registry "${PROJECT_SOURCE_DIR}/tests/unit/operator/test_operator_biz_bridge_registry.cpp")
 set(EDGEFLOW_SOURCE_test_operator_output_pool "${PROJECT_SOURCE_DIR}/tests/unit/operator/test_operator_output_pool.cpp")
 set(EDGEFLOW_SOURCE_test_operator_value_registry "${PROJECT_SOURCE_DIR}/tests/unit/operator/test_operator_value_registry.cpp")
 include(${CMAKE_CURRENT_LIST_DIR}/CustomNodeTests.cmake)

diff --git a/cmake_ext/Tests.cmake b/cmake_ext/Tests.cmake
@@ -156,9 +156,12 @@ set(EDGEFLOW_TEST_ADAPTER_SRCS
   ${EDGEFLOW_SOURCE_test_operator_api}
   ${EDGEFLOW_SOURCE_test_operator_output_pool}
   ${EDGEFLOW_SOURCE_test_operator_value_registry}
-  ${EDGEFLOW_SOURCE_test_operator_biz_bridge_registry}
   ${EDGEFLOW_SOURCE_test_operator_golden}
-  ${EDGEFLOW_SOURCE_test_adapter_purity})
+  ${EDGEFLOW_SOURCE_test_adapter_purity}
+  ${EDGEFLOW_SOURCE_test_io_converters}
+  ${EDGEFLOW_SOURCE_test_io_binding_registry}
+  ${EDGEFLOW_SOURCE_test_text_converters}
+  ${EDGEFLOW_SOURCE_test_complex_converters})
 add_executable(edgeflow_test_adapter_runner
   ${EDGEFLOW_TEST_ADAPTER_SRCS}
   $<TARGET_OBJECTS:edgeflow_test_backend_fixtures>
@@ -310,14 +313,18 @@ edgeflow_add_runner_test(OperatorOutputPoolTest edgeflow_test_adapter_runner
   "OperatorOutputPoolTest.*" "${_edgeflow_tier2}")
 edgeflow_add_runner_test(OperatorValueRegistryTest edgeflow_test_adapter_runner
   "OperatorValueRegistryTest.*" "${_edgeflow_tier2}")
-edgeflow_add_runner_test(OperatorBizBridgeRegistryTest
-  edgeflow_test_adapter_runner "OperatorBizBridgeRegistryTest.*"
-  "${_edgeflow_tier2}")
 edgeflow_add_runner_test(OperatorGoldenTest edgeflow_test_adapter_runner
   "OperatorGoldenTest.*" "${_edgeflow_tier2}")
 edgeflow_add_runner_test(AdapterPurityTest edgeflow_test_adapter_runner
-  "AdapterPurityTest.*:RequestResultsTest.*:AdapterResultTest.*:ReadMultiWayResultsTest.*:OneToOneTextAdapterTest.*"
-  "${_edgeflow_tier2}")
+  "AdapterPurityTest.*" "${_edgeflow_tier2}")
+edgeflow_add_runner_test(IoConverterTest edgeflow_test_adapter_runner
+  "IoConverterTest.*" "${_edgeflow_tier1}")
+edgeflow_add_runner_test(IoBindingRegistryTest edgeflow_test_adapter_runner
+  "IoBindingRegistryTest.*" "${_edgeflow_tier1}")
+edgeflow_add_runner_test(TextConvertersTest edgeflow_test_adapter_runner
+  "TextConvertersTest.*" "${_edgeflow_tier1}")
+edgeflow_add_runner_test(ComplexConvertersTest edgeflow_test_adapter_runner
+  "ComplexConvertersTest.*" "${_edgeflow_tier1}")
 
 edgeflow_add_runner_test(DocQaRerankTest edgeflow_test_tooling_runner
   "DocQaRerankPipelineTest.*" "${_edgeflow_tier1}")

diff --git a/cmake_ext/edgeflow_sdk.map.in b/cmake_ext/edgeflow_sdk.map.in
@@ -11,7 +11,7 @@ LLM_EDGEFLOW_@LLM_EDGEFLOW_ABI_VERSION_MAJOR@ {
     AlgBase_logPrint;
     _ZN12llm_edgeflow12operator_api30Get_LLM_EDGEFLOW_OperatorTableEv;
     _ZN12llm_edgeflow12operator_api20GetOperatorLastErrorEv;
-    _ZN12llm_edgeflow12operator_api29ValidateOperatorConfigBindingEPKcS2_iPcm;
+    _ZN12llm_edgeflow12operator_api29ValidateOperatorConfigBindingEPKcS2_S2_Pcm;
   local:
     *;
 };
diff --git a/configs/pipeline_audio_asr_cabi.json b/configs/pipeline_audio_asr_cabi.json
@@ -0,0 +1,7 @@
+{
+  "schema_version": 1,
+  "data": {
+    "pipe_path": "pipeline_audio_asr_cpu.json",
+    "io_binding": "audio_asr_intent.cabi.v1"
+  }
+}
diff --git a/configs/pipeline_audio_asr_cpu.conf b/configs/pipeline_audio_asr_cpu.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_audio_asr_cpu.json",
+    "pipe_path": "pipeline_audio_asr_cpu.json",
+    "io_binding": "audio_asr_intent.operator.v1",
     "model_paths": {
       "asr_model_v1": "models/ggml-base.bin"
     },

diff --git a/configs/pipeline_cross_rerank_cabi.json b/configs/pipeline_cross_rerank_cabi.json
@@ -0,0 +1,7 @@
+{
+  "schema_version": 1,
+  "data": {
+    "pipe_path": "pipeline_cross_rerank_cpu.json",
+    "io_binding": "cross_rerank.cabi.v1"
+  }
+}
diff --git a/configs/pipeline_cross_rerank_cpu.conf b/configs/pipeline_cross_rerank_cpu.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_cross_rerank_cpu.json",
+    "pipe_path": "pipeline_cross_rerank_cpu.json",
+    "io_binding": "cross_rerank.operator.v1",
     "model_paths": {
       "rerank_model_v1": "./models/ms_marco_tinybert_l2_v2_quantized.onnx"
     },

diff --git a/configs/pipeline_dialogue_audit_cabi.json b/configs/pipeline_dialogue_audit_cabi.json
@@ -0,0 +1,7 @@
+{
+  "schema_version": 1,
+  "data": {
+    "pipe_path": "pipeline_dialogue_audit_default.json",
+    "io_binding": "compliance_audit.cabi.v1"
+  }
+}
diff --git a/configs/pipeline_dialogue_audit_default.conf b/configs/pipeline_dialogue_audit_default.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_dialogue_audit_default.json",
+    "pipe_path": "pipeline_dialogue_audit_default.json",
+    "io_binding": "compliance_audit.operator.v1",
     "model_paths": {
       "embed_model_v2": "./models/bge_base_zh_v1.5.onnx",
       "rerank_model_v1": "./models/ms_marco_tinybert_l2_v2_quantized.onnx",

diff --git a/configs/pipeline_dialogue_audit_kite.conf b/configs/pipeline_dialogue_audit_kite.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_dialogue_audit_kite.json",
+    "pipe_path": "pipeline_dialogue_audit_kite.json",
+    "io_binding": "compliance_audit.operator.v1",
     "model_paths": {
       "embed_model_v2": "models/bge_base_zh_v1.5.onnx",
       "rerank_model_v1": "models/ms_marco_tinybert_l2_v2_quantized.onnx",

diff --git a/configs/pipeline_doc_qa_cabi.json b/configs/pipeline_doc_qa_cabi.json
@@ -0,0 +1,7 @@
+{
+  "schema_version": 1,
+  "data": {
+    "pipe_path": "pipeline_doc_qa_cpu.json",
+    "io_binding": "doc_qa.cabi.v1"
+  }
+}
diff --git a/configs/pipeline_doc_qa_cpu.conf b/configs/pipeline_doc_qa_cpu.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_doc_qa_cpu.json",
+    "pipe_path": "pipeline_doc_qa_cpu.json",
+    "io_binding": "doc_qa.operator.v1",
     "model_paths": {
       "embed_model_onnx": "./models/bge_base_zh_v1.5.onnx",
       "llm_model_llamacpp": "./models/qwen2.5-0.5b-instruct-q4_k_m.gguf"

diff --git a/configs/pipeline_doc_qa_default.conf b/configs/pipeline_doc_qa_default.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_doc_qa_default.json",
+    "pipe_path": "pipeline_doc_qa_default.json",
+    "io_binding": "doc_qa.operator.v1",
     "model_paths": {
       "embed_model_v1": "./models/bge_base_zh_v1.5.onnx",
       "llm_model_v1": "./models/qwen2.5-0.5b-instruct-q4_k_m.gguf"

diff --git a/configs/pipeline_doc_qa_kite.conf b/configs/pipeline_doc_qa_kite.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_doc_qa_kite.json",
+    "pipe_path": "pipeline_doc_qa_kite.json",
+    "io_binding": "doc_qa.operator.v1",
     "model_paths": {
       "embed_model_v1": "models/bge_base_zh_v1.5.onnx",
       "llm_model_v1": "models/qwen2.5-0.5b-instruct-q4_k_m.gguf"

diff --git a/configs/pipeline_doc_qa_kite_generated_embeddings.conf b/configs/pipeline_doc_qa_kite_generated_embeddings.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_doc_qa_kite_generated_embeddings.json",
+    "pipe_path": "pipeline_doc_qa_kite_generated_embeddings.json",
+    "io_binding": "doc_qa.operator.v1",
     "model_paths": {
       "embed_model_v1": "models/qwen2.5-0.5b-instruct-q4_k_m.gguf",
       "llm_model_v1": "models/qwen2.5-0.5b-instruct-q4_k_m.gguf"

diff --git a/configs/pipeline_doc_qa_rerank_cabi.json b/configs/pipeline_doc_qa_rerank_cabi.json
@@ -0,0 +1,7 @@
+{
+  "schema_version": 1,
+  "data": {
+    "pipe_path": "pipeline_doc_qa_rerank_cpu.json",
+    "io_binding": "doc_qa.cabi.v1"
+  }
+}
diff --git a/configs/pipeline_doc_qa_rerank_cpu.conf b/configs/pipeline_doc_qa_rerank_cpu.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_doc_qa_rerank_cpu.json",
+    "pipe_path": "pipeline_doc_qa_rerank_cpu.json",
+    "io_binding": "doc_qa.operator.v1",
     "model_paths": {
       "embed_model_onnx": "./models/bge_base_zh_v1.5.onnx",
       "rerank_model_onnx": "./models/ms_marco_tinybert_l2_v2_quantized.onnx",

diff --git a/configs/pipeline_doc_qa_rerank_default.conf b/configs/pipeline_doc_qa_rerank_default.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_doc_qa_rerank_default.json",
+    "pipe_path": "pipeline_doc_qa_rerank_default.json",
+    "io_binding": "doc_qa.operator.v1",
     "model_paths": {
       "embed_model_v1": "./models/bge_base_zh_v1.5.onnx",
       "rerank_model_v1": "./models/ms_marco_tinybert_l2_v2_quantized.onnx",

diff --git a/configs/pipeline_doc_qa_rerank_kite.conf b/configs/pipeline_doc_qa_rerank_kite.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_doc_qa_rerank_kite.json",
+    "pipe_path": "pipeline_doc_qa_rerank_kite.json",
+    "io_binding": "doc_qa.operator.v1",
     "model_paths": {
       "embed_model_onnx": "models/bge_base_zh_v1.5.onnx",
       "rerank_model_onnx": "models/ms_marco_tinybert_l2_v2_quantized.onnx",

diff --git a/configs/pipeline_entity_extract_cabi.json b/configs/pipeline_entity_extract_cabi.json
@@ -0,0 +1,7 @@
+{
+  "schema_version": 1,
+  "data": {
+    "pipe_path": "pipeline_entity_extract_cpu.json",
+    "io_binding": "entity_extract.cabi.v1"
+  }
+}
diff --git a/configs/pipeline_entity_extract_cpu.conf b/configs/pipeline_entity_extract_cpu.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_entity_extract_cpu.json",
+    "pipe_path": "pipeline_entity_extract_cpu.json",
+    "io_binding": "entity_extract.operator.v1",
     "model_paths": {
       "entity_llm": "./models/qwen2.5-0.5b-instruct-q4_k_m.gguf"
     },

diff --git a/configs/pipeline_entity_extract_default.conf b/configs/pipeline_entity_extract_default.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_entity_extract_default.json",
+    "pipe_path": "pipeline_entity_extract_default.json",
+    "io_binding": "entity_extract.operator.v1",
     "model_paths": {
       "entity_llm": "./models/qwen2.5-0.5b-instruct-q4_k_m.gguf"
     },

diff --git a/configs/pipeline_entity_extract_kite.conf b/configs/pipeline_entity_extract_kite.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_entity_extract_kite.json",
+    "pipe_path": "pipeline_entity_extract_kite.json",
+    "io_binding": "entity_extract.operator.v1",
     "model_paths": {
       "entity_llm": "models/qwen2.5-0.5b-instruct-q4_k_m.gguf"
     },

diff --git a/configs/pipeline_keyword_match_cabi.json b/configs/pipeline_keyword_match_cabi.json
@@ -0,0 +1,7 @@
+{
+  "schema_version": 1,
+  "data": {
+    "pipe_path": "pipeline_keyword_match_rules.json",
+    "io_binding": "keyword_match.cabi.v1"
+  }
+}
diff --git a/configs/pipeline_keyword_match_rules.conf b/configs/pipeline_keyword_match_rules.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_keyword_match_rules.json",
+    "pipe_path": "pipeline_keyword_match_rules.json",
+    "io_binding": "keyword_match.operator.v1",
     "outputs": {
       "keyword_out": {
         "type": "keyword_out",

diff --git a/configs/pipeline_ocr_doc_qa_cabi.json b/configs/pipeline_ocr_doc_qa_cabi.json
@@ -0,0 +1,7 @@
+{
+  "schema_version": 1,
+  "data": {
+    "pipe_path": "pipeline_ocr_doc_qa_kite.json",
+    "io_binding": "ocr_doc_qa.cabi.v1"
+  }
+}
diff --git a/configs/pipeline_ocr_doc_qa_kite.conf b/configs/pipeline_ocr_doc_qa_kite.conf
@@ -1,6 +1,8 @@
 {
+  "schema_version": 1,
   "data": {
-    "pipe_path": "configs/pipeline_ocr_doc_qa_kite.json",
+    "pipe_path": "pipeline_ocr_doc_qa_kite.json",
+    "io_binding": "ocr_doc_qa.operator.v1",
     "model_paths": {
       "ocr_model_v1": "models/SmolVLM-256M-Instruct-Q8_0.gguf",
       "llm_model_v1": "models/qwen2.5-0.5b-instruct-q4_k_m.gguf"

diff --git a/configs/pipeline_translate_cabi.json b/configs/pipeline_translate_cabi.json
@@ -0,0 +1,7 @@
+{
+  "schema_version": 1,
+  "data": {
+    "pipe_path": "pipeline_translate_cpu.json",
+    "io_binding": "translate.cabi.v1"
+  }
+}