templates: add note to hybrid search rag (#8768)
add-note Co-authored-by: Edwin Jose <edwin.jose@datastax.com>
This commit is contained in:
Mendon Kissling
GitHub
parent
748bb9da68
commit
b9d2665fce
1 changed files with 116 additions and 70 deletions
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@ -7,7 +7,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "ParserComponent",
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"id": "ParserComponent-3Xb72",
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"id": "ParserComponent-3Wxa2",
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"name": "parsed_text",
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"output_types": [
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"Message"
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@ -15,7 +15,7 @@
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"fieldName": "input_value",
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"id": "ChatOutput-HL6J1",
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"id": "ChatOutput-811h1",
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"inputTypes": [
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"Data",
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"DataFrame",
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@ -24,12 +24,12 @@
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"type": "other"
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}
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"id": "reactflow__edge-ParserComponent-3Xb72{œdataTypeœ:œParserComponentœ,œidœ:œParserComponent-3Xb72œ,œnameœ:œparsed_textœ,œoutput_typesœ:[œMessageœ]}-ChatOutput-HL6J1{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-HL6J1œ,œinputTypesœ:[œDataœ,œDataFrameœ,œMessageœ],œtypeœ:œotherœ}",
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"id": "reactflow__edge-ParserComponent-3Wxa2{œdataTypeœ:œParserComponentœ,œidœ:œParserComponent-3Wxa2œ,œnameœ:œparsed_textœ,œoutput_typesœ:[œMessageœ]}-ChatOutput-811h1{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-811h1œ,œinputTypesœ:[œDataœ,œDataFrameœ,œMessageœ],œtypeœ:œotherœ}",
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"source": "ParserComponent-3Xb72",
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"sourceHandle": "{œdataTypeœ: œParserComponentœ, œidœ: œParserComponent-3Xb72œ, œnameœ: œparsed_textœ, œoutput_typesœ: [œMessageœ]}",
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"target": "ChatOutput-HL6J1",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œChatOutput-HL6J1œ, œinputTypesœ: [œDataœ, œDataFrameœ, œMessageœ], œtypeœ: œotherœ}"
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"source": "ParserComponent-3Wxa2",
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"sourceHandle": "{œdataTypeœ: œParserComponentœ, œidœ: œParserComponent-3Wxa2œ, œnameœ: œparsed_textœ, œoutput_typesœ: [œMessageœ]}",
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"target": "ChatOutput-811h1",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œChatOutput-811h1œ, œinputTypesœ: [œDataœ, œDataFrameœ, œMessageœ], œtypeœ: œotherœ}"
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},
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"animated": false,
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@ -37,7 +37,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "ChatInput",
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"id": "ChatInput-nObH7",
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"id": "ChatInput-uZ7jn",
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"name": "message",
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"output_types": [
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"Message"
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@ -45,19 +45,19 @@
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},
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"targetHandle": {
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"fieldName": "search_query",
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"id": "AstraDB-8MbYw",
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"id": "AstraDB-7gXip",
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"inputTypes": [
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"Message"
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],
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"type": "query"
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}
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},
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"id": "reactflow__edge-ChatInput-nObH7{œdataTypeœ:œChatInputœ,œidœ:œChatInput-nObH7œ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-AstraDB-8MbYw{œfieldNameœ:œsearch_queryœ,œidœ:œAstraDB-8MbYwœ,œinputTypesœ:[œMessageœ],œtypeœ:œqueryœ}",
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"selected": false,
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"source": "ChatInput-nObH7",
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"sourceHandle": "{œdataTypeœ: œChatInputœ, œidœ: œChatInput-nObH7œ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}",
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"target": "AstraDB-8MbYw",
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"targetHandle": "{œfieldNameœ: œsearch_queryœ, œidœ: œAstraDB-8MbYwœ, œinputTypesœ: [œMessageœ], œtypeœ: œqueryœ}"
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"source": "ChatInput-uZ7jn",
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"sourceHandle": "{œdataTypeœ: œChatInputœ, œidœ: œChatInput-uZ7jnœ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}",
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"target": "AstraDB-7gXip",
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"targetHandle": "{œfieldNameœ: œsearch_queryœ, œidœ: œAstraDB-7gXipœ, œinputTypesœ: [œMessageœ], œtypeœ: œqueryœ}"
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"animated": false,
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@ -65,7 +65,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "AstraDB",
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"id": "AstraDB-8MbYw",
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"id": "AstraDB-7gXip",
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"name": "dataframe",
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"output_types": [
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"DataFrame"
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@ -73,7 +73,7 @@
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},
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"targetHandle": {
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"fieldName": "input_data",
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"id": "ParserComponent-3Xb72",
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"id": "ParserComponent-3Wxa2",
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"inputTypes": [
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"DataFrame",
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"Data"
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@ -81,12 +81,12 @@
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"type": "other"
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}
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},
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"selected": false,
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"source": "AstraDB-8MbYw",
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"target": "ParserComponent-3Xb72",
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"targetHandle": "{œfieldNameœ: œinput_dataœ, œidœ: œParserComponent-3Xb72œ, œinputTypesœ: [œDataFrameœ, œDataœ], œtypeœ: œotherœ}"
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"source": "AstraDB-7gXip",
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"sourceHandle": "{œdataTypeœ: œAstraDBœ, œidœ: œAstraDB-7gXipœ, œnameœ: œdataframeœ, œoutput_typesœ: [œDataFrameœ]}",
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"target": "ParserComponent-3Wxa2",
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"targetHandle": "{œfieldNameœ: œinput_dataœ, œidœ: œParserComponent-3Wxa2œ, œinputTypesœ: [œDataFrameœ, œDataœ], œtypeœ: œotherœ}"
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},
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{
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"animated": false,
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@ -94,7 +94,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "LanguageModelComponent",
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"id": "LanguageModelComponent-CXvuM",
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"id": "LanguageModelComponent-NEQ8S",
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"name": "text_output",
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"output_types": [
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"Message"
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@ -102,19 +102,19 @@
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},
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"targetHandle": {
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"fieldName": "input_value",
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"id": "StructuredOutput-38AOi",
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"id": "StructuredOutput-n8Y3t",
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"inputTypes": [
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"Message"
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],
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"type": "str"
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}
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},
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"selected": false,
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"source": "LanguageModelComponent-CXvuM",
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"target": "StructuredOutput-38AOi",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œStructuredOutput-38AOiœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}"
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"source": "LanguageModelComponent-NEQ8S",
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"sourceHandle": "{œdataTypeœ: œLanguageModelComponentœ, œidœ: œLanguageModelComponent-NEQ8Sœ, œnameœ: œtext_outputœ, œoutput_typesœ: [œMessageœ]}",
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"target": "StructuredOutput-n8Y3t",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œStructuredOutput-n8Y3tœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}"
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},
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{
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"animated": false,
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@ -122,7 +122,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "StructuredOutput",
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"id": "StructuredOutput-38AOi",
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"id": "StructuredOutput-n8Y3t",
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"name": "structured_output",
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"output_types": [
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"Data"
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@ -130,7 +130,7 @@
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},
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"targetHandle": {
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"fieldName": "input_data",
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"id": "ParserComponent-MDCBV",
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"id": "ParserComponent-Kb474",
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"inputTypes": [
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"DataFrame",
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"Data"
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@ -138,12 +138,12 @@
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"type": "other"
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}
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},
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"id": "xy-edge__StructuredOutput-38AOi{œdataTypeœ:œStructuredOutputœ,œidœ:œStructuredOutput-38AOiœ,œnameœ:œstructured_outputœ,œoutput_typesœ:[œDataœ]}-ParserComponent-MDCBV{œfieldNameœ:œinput_dataœ,œidœ:œParserComponent-MDCBVœ,œinputTypesœ:[œDataFrameœ,œDataœ],œtypeœ:œotherœ}",
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"id": "reactflow__edge-StructuredOutput-n8Y3t{œdataTypeœ:œStructuredOutputœ,œidœ:œStructuredOutput-n8Y3tœ,œnameœ:œstructured_outputœ,œoutput_typesœ:[œDataœ]}-ParserComponent-Kb474{œfieldNameœ:œinput_dataœ,œidœ:œParserComponent-Kb474œ,œinputTypesœ:[œDataFrameœ,œDataœ],œtypeœ:œotherœ}",
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"selected": false,
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"sourceHandle": "{œdataTypeœ: œStructuredOutputœ, œidœ: œStructuredOutput-38AOiœ, œnameœ: œstructured_outputœ, œoutput_typesœ: [œDataœ]}",
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"target": "ParserComponent-MDCBV",
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"targetHandle": "{œfieldNameœ: œinput_dataœ, œidœ: œParserComponent-MDCBVœ, œinputTypesœ: [œDataFrameœ, œDataœ], œtypeœ: œotherœ}"
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"source": "StructuredOutput-n8Y3t",
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"sourceHandle": "{œdataTypeœ: œStructuredOutputœ, œidœ: œStructuredOutput-n8Y3tœ, œnameœ: œstructured_outputœ, œoutput_typesœ: [œDataœ]}",
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"target": "ParserComponent-Kb474",
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"targetHandle": "{œfieldNameœ: œinput_dataœ, œidœ: œParserComponent-Kb474œ, œinputTypesœ: [œDataFrameœ, œDataœ], œtypeœ: œotherœ}"
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{
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"animated": false,
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@ -151,7 +151,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "LanguageModelComponent",
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"id": "LanguageModelComponent-3anZE",
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"id": "LanguageModelComponent-pB4iD",
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"name": "model_output",
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"output_types": [
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"LanguageModel"
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@ -159,25 +159,25 @@
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},
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"targetHandle": {
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"fieldName": "llm",
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"id": "StructuredOutput-38AOi",
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"id": "StructuredOutput-n8Y3t",
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"inputTypes": [
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"LanguageModel"
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],
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"type": "other"
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}
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},
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"id": "xy-edge__LanguageModelComponent-3anZE{œdataTypeœ:œLanguageModelComponentœ,œidœ:œLanguageModelComponent-3anZEœ,œnameœ:œmodel_outputœ,œoutput_typesœ:[œLanguageModelœ]}-StructuredOutput-38AOi{œfieldNameœ:œllmœ,œidœ:œStructuredOutput-38AOiœ,œinputTypesœ:[œLanguageModelœ],œtypeœ:œotherœ}",
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"id": "reactflow__edge-LanguageModelComponent-pB4iD{œdataTypeœ:œLanguageModelComponentœ,œidœ:œLanguageModelComponent-pB4iDœ,œnameœ:œmodel_outputœ,œoutput_typesœ:[œLanguageModelœ]}-StructuredOutput-n8Y3t{œfieldNameœ:œllmœ,œidœ:œStructuredOutput-n8Y3tœ,œinputTypesœ:[œLanguageModelœ],œtypeœ:œotherœ}",
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"selected": false,
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"source": "LanguageModelComponent-3anZE",
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"sourceHandle": "{œdataTypeœ: œLanguageModelComponentœ, œidœ: œLanguageModelComponent-3anZEœ, œnameœ: œmodel_outputœ, œoutput_typesœ: [œLanguageModelœ]}",
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"target": "StructuredOutput-38AOi",
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"targetHandle": "{œfieldNameœ: œllmœ, œidœ: œStructuredOutput-38AOiœ, œinputTypesœ: [œLanguageModelœ], œtypeœ: œotherœ}"
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"source": "LanguageModelComponent-pB4iD",
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"sourceHandle": "{œdataTypeœ: œLanguageModelComponentœ, œidœ: œLanguageModelComponent-pB4iDœ, œnameœ: œmodel_outputœ, œoutput_typesœ: [œLanguageModelœ]}",
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"target": "StructuredOutput-n8Y3t",
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"targetHandle": "{œfieldNameœ: œllmœ, œidœ: œStructuredOutput-n8Y3tœ, œinputTypesœ: [œLanguageModelœ], œtypeœ: œotherœ}"
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}
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],
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"nodes": [
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{
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"data": {
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"id": "ChatInput-nObH7",
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"id": "ChatInput-uZ7jn",
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"node": {
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"base_classes": [
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"Message"
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@ -475,7 +475,7 @@
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"type": "ChatInput"
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},
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"dragging": false,
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"id": "ChatInput-nObH7",
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"id": "ChatInput-uZ7jn",
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"measured": {
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"height": 48,
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"width": 192
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@ -489,7 +489,7 @@
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},
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{
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"data": {
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"id": "ParserComponent-MDCBV",
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"id": "ParserComponent-Kb474",
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"node": {
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"base_classes": [
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"Message"
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@ -648,9 +648,9 @@
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"type": "ParserComponent"
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},
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"dragging": false,
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"id": "ParserComponent-MDCBV",
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"id": "ParserComponent-Kb474",
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"measured": {
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"height": 328,
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"height": 329,
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"width": 320
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},
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"position": {
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@ -662,7 +662,7 @@
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},
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{
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"data": {
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"id": "ChatOutput-HL6J1",
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"id": "ChatOutput-811h1",
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"node": {
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"base_classes": [
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"Message"
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@ -956,7 +956,7 @@
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"type": "ChatOutput"
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},
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"dragging": false,
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"id": "ChatOutput-HL6J1",
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"id": "ChatOutput-811h1",
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"measured": {
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"height": 48,
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"width": 192
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@ -970,7 +970,7 @@
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},
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{
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"data": {
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"id": "ParserComponent-3Xb72",
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"id": "ParserComponent-3Wxa2",
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"node": {
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"base_classes": [
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"Message"
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@ -1129,7 +1129,7 @@
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"type": "ParserComponent"
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},
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"dragging": false,
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"id": "ParserComponent-3Xb72",
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"id": "ParserComponent-3Wxa2",
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"measured": {
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"height": 246,
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"width": 320
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@ -1143,7 +1143,7 @@
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},
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{
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"data": {
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"id": "AstraDB-8MbYw",
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"id": "AstraDB-7gXip",
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"node": {
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"base_classes": [
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"Data",
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@ -1458,7 +1458,7 @@
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"real_time_refresh": true,
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"refresh_button": true,
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"required": true,
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"show": true,
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"toggle": false,
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"tool_mode": false,
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@ -1580,7 +1580,18 @@
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"load_from_db": false,
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"name": "database_name",
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"options": [],
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{
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"collections": 5,
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"keyspaces": [
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"default_keyspace",
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"samples_dataflow"
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"org_id": "260f986d-e65c-4f05-94a3-7cebfcb867a3",
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"status": null
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"placeholder": "",
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"real_time_refresh": true,
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"refresh_button": true,
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@ -1933,9 +1944,9 @@
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"type": "AstraDB"
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},
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"dragging": false,
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"id": "AstraDB-8MbYw",
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"id": "AstraDB-7gXip",
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"measured": {
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"height": 603,
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"height": 540,
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"width": 320
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"position": {
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@ -1947,7 +1958,7 @@
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},
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{
|
||||
"data": {
|
||||
"id": "LanguageModelComponent-CXvuM",
|
||||
"id": "LanguageModelComponent-NEQ8S",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"LanguageModel",
|
||||
|
|
@ -1990,6 +2001,8 @@
|
|||
"group_outputs": false,
|
||||
"method": "text_response",
|
||||
"name": "text_output",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "Message",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -2004,6 +2017,8 @@
|
|||
"group_outputs": false,
|
||||
"method": "build_model",
|
||||
"name": "model_output",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "LanguageModel",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -2217,13 +2232,14 @@
|
|||
},
|
||||
"tool_mode": false
|
||||
},
|
||||
"selected_output": "text_output",
|
||||
"showNode": true,
|
||||
"type": "LanguageModelComponent"
|
||||
},
|
||||
"dragging": false,
|
||||
"id": "LanguageModelComponent-CXvuM",
|
||||
"id": "LanguageModelComponent-NEQ8S",
|
||||
"measured": {
|
||||
"height": 450,
|
||||
"height": 451,
|
||||
"width": 320
|
||||
},
|
||||
"position": {
|
||||
|
|
@ -2235,7 +2251,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "LanguageModelComponent-3anZE",
|
||||
"id": "LanguageModelComponent-pB4iD",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"LanguageModel",
|
||||
|
|
@ -2278,6 +2294,8 @@
|
|||
"group_outputs": false,
|
||||
"method": "text_response",
|
||||
"name": "text_output",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "Message",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -2292,6 +2310,8 @@
|
|||
"group_outputs": false,
|
||||
"method": "build_model",
|
||||
"name": "model_output",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "LanguageModel",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -2510,9 +2530,9 @@
|
|||
"type": "LanguageModelComponent"
|
||||
},
|
||||
"dragging": false,
|
||||
"id": "LanguageModelComponent-3anZE",
|
||||
"id": "LanguageModelComponent-pB4iD",
|
||||
"measured": {
|
||||
"height": 450,
|
||||
"height": 451,
|
||||
"width": 320
|
||||
},
|
||||
"position": {
|
||||
|
|
@ -2524,7 +2544,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "StructuredOutput-38AOi",
|
||||
"id": "StructuredOutput-n8Y3t",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Data"
|
||||
|
|
@ -2775,9 +2795,9 @@
|
|||
"type": "StructuredOutput"
|
||||
},
|
||||
"dragging": false,
|
||||
"id": "StructuredOutput-38AOi",
|
||||
"id": "StructuredOutput-n8Y3t",
|
||||
"measured": {
|
||||
"height": 348,
|
||||
"height": 349,
|
||||
"width": 320
|
||||
},
|
||||
"position": {
|
||||
|
|
@ -2786,17 +2806,43 @@
|
|||
},
|
||||
"selected": false,
|
||||
"type": "genericNode"
|
||||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "note-AJ1HC",
|
||||
"node": {
|
||||
"description": "# Hybrid Search RAG\n\nHybrid search performs a vector similarity search and a lexical search, compares the results of both searches, and then returns the most relevant results overall.\n\n## Prerequisites\n\n* An [OpenAI API key](https://platform.openai.com/)\n* An [Astra DB Application Token](https://docs.datastax.com/en/astra-db-serverless/databases/create-database.html) for the Astra DB component.\n\n## Quickstart\n\n1. In the Astra DB component, add your Astra DB Application Token.\nThis connects Langflow to your Astra database.\n2. Select an Astra collection that is hybrid-enabled.\nFor more information, see the [Datastax documentation](https://docs.datastax.com/en/astra-db-serverless/databases/hybrid-search.html).\nThe connection appears between the Parser component and the Astra DB component when a vector database is connected.\n3. Ensure the **Lexical Terms** and **Parsed Text** ports are connected.\n4. Add your OpenAI API key in the **Language Model** model component.\n5. Open the Playground and ask a question, like \"What are the features of my data?\"",
|
||||
"display_name": "",
|
||||
"documentation": "",
|
||||
"template": {
|
||||
"backgroundColor": "blue"
|
||||
}
|
||||
},
|
||||
"type": "note"
|
||||
},
|
||||
"dragging": false,
|
||||
"id": "note-AJ1HC",
|
||||
"measured": {
|
||||
"height": 601,
|
||||
"width": 575
|
||||
},
|
||||
"position": {
|
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"x": 816.3801044575429,
|
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"y": -279.19595575780494
|
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},
|
||||
"selected": false,
|
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"type": "noteNode"
|
||||
}
|
||||
],
|
||||
"viewport": {
|
||||
"x": 104.19697716143673,
|
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"y": 93.92237895963603,
|
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"zoom": 0.5685314513072638
|
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"x": 28.84866644052977,
|
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"y": 276.30129659855504,
|
||||
"zoom": 0.5265349644912217
|
||||
}
|
||||
},
|
||||
"description": "Uncover Business Opportunities with NLP.",
|
||||
"description": "Explore Hybrid Search with a vector database.",
|
||||
"endpoint_name": null,
|
||||
"id": "0e2f686f-3f13-4e45-bf2e-0da08d8239cc",
|
||||
"id": "cd58d400-fe60-47c6-b2b5-4a7d3eada7b1",
|
||||
"is_component": false,
|
||||
"last_tested_version": "1.4.3",
|
||||
"name": "Hybrid Search RAG",
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue