Upload CaseGenAI Chatflow.json

CaseGenAI Chatflow.json

@@ -0,0 +1,650 @@
+{
+  "nodes": [
+    {
+      "id": "textFile_0",
+      "position": {
+        "x": 312.9443352569691,
+        "y": -944.0794675404644
+      },
+      "type": "customNode",
+      "data": {
+        "id": "textFile_0",
+        "label": "Text File",
+        "version": 3,
+        "name": "textFile",
+        "type": "Document",
+        "baseClasses": [
+          "Document"
+        ],
+        "category": "Document Loaders",
+        "description": "Load data from text files",
+        "inputParams": [
+          {
+            "label": "Txt File",
+            "name": "txtFile",
+            "type": "file",
+            "fileType": ".txt, .html, .aspx, .asp, .cpp, .c, .cs, .css, .go, .h, .java, .js, .less, .ts, .php, .proto, .python, .py, .rst, .ruby, .rb, .rs, .scala, .sc, .scss, .sol, .sql, .swift, .markdown, .md, .tex, .ltx, .vb, .xml",
+            "id": "textFile_0-input-txtFile-file"
+          },
+          {
+            "label": "Metadata",
+            "name": "metadata",
+            "type": "json",
+            "optional": true,
+            "additionalParams": true,
+            "id": "textFile_0-input-metadata-json"
+          }
+        ],
+        "inputAnchors": [
+          {
+            "label": "Text Splitter",
+            "name": "textSplitter",
+            "type": "TextSplitter",
+            "optional": true,
+            "id": "textFile_0-input-textSplitter-TextSplitter"
+          }
+        ],
+        "inputs": {
+          "textSplitter": "",
+          "metadata": ""
+        },
+        "outputAnchors": [
+          {
+            "name": "output",
+            "label": "Output",
+            "type": "options",
+            "description": "Array of document objects containing metadata and pageContent",
+            "options": [
+              {
+                "id": "textFile_0-output-document-Document|json",
+                "name": "document",
+                "label": "Document",
+                "description": "Array of document objects containing metadata and pageContent",
+                "type": "Document | json"
+              },
+              {
+                "id": "textFile_0-output-text-string|json",
+                "name": "text",
+                "label": "Text",
+                "description": "Concatenated string from pageContent of documents",
+                "type": "string | json"
+              }
+            ],
+            "default": "document"
+          }
+        ],
+        "outputs": {
+          "output": "document"
+        },
+        "selected": false
+      },
+      "width": 300,
+      "height": 435,
+      "selected": false,
+      "positionAbsolute": {
+        "x": 312.9443352569691,
+        "y": -944.0794675404644
+      },
+      "dragging": false
+    },
+    {
+      "id": "queryEngine_0",
+      "position": {
+        "x": 1351.300368974579,
+        "y": 331.3695062376359
+      },
+      "type": "customNode",
+      "data": {
+        "id": "queryEngine_0",
+        "label": "Query Engine",
+        "version": 2,
+        "name": "queryEngine",
+        "type": "QueryEngine",
+        "baseClasses": [
+          "QueryEngine",
+          "BaseQueryEngine"
+        ],
+        "tags": [
+          "LlamaIndex"
+        ],
+        "category": "Engine",
+        "description": "Simple query engine built to answer question over your data, without memory",
+        "inputParams": [
+          {
+            "label": "Return Source Documents",
+            "name": "returnSourceDocuments",
+            "type": "boolean",
+            "optional": true,
+            "id": "queryEngine_0-input-returnSourceDocuments-boolean"
+          }
+        ],
+        "inputAnchors": [
+          {
+            "label": "Vector Store Retriever",
+            "name": "vectorStoreRetriever",
+            "type": "VectorIndexRetriever",
+            "id": "queryEngine_0-input-vectorStoreRetriever-VectorIndexRetriever"
+          },
+          {
+            "label": "Response Synthesizer",
+            "name": "responseSynthesizer",
+            "type": "ResponseSynthesizer",
+            "description": "ResponseSynthesizer is responsible for sending the query, nodes, and prompt templates to the LLM to generate a response. See <a target=\"_blank\" href=\"https://ts.llamaindex.ai/modules/low_level/response_synthesizer\">more</a>",
+            "optional": true,
+            "id": "queryEngine_0-input-responseSynthesizer-ResponseSynthesizer"
+          }
+        ],
+        "inputs": {
+          "vectorStoreRetriever": "{{pineconeLlamaIndex_0.data.instance}}",
+          "responseSynthesizer": "{{simpleResponseBuilderLlamaIndex_0.data.instance}}",
+          "returnSourceDocuments": ""
+        },
+        "outputAnchors": [
+          {
+            "id": "queryEngine_0-output-queryEngine-QueryEngine|BaseQueryEngine",
+            "name": "queryEngine",
+            "label": "QueryEngine",
+            "description": "Simple query engine built to answer question over your data, without memory",
+            "type": "QueryEngine | BaseQueryEngine"
+          }
+        ],
+        "outputs": {},
+        "selected": false
+      },
+      "width": 300,
+      "height": 379,
+      "selected": false,
+      "positionAbsolute": {
+        "x": 1351.300368974579,
+        "y": 331.3695062376359
+      },
+      "dragging": false
+    },
+    {
+      "id": "simpleResponseBuilderLlamaIndex_0",
+      "position": {
+        "x": 795.9044100313014,
+        "y": 525.3184043468777
+      },
+      "type": "customNode",
+      "data": {
+        "id": "simpleResponseBuilderLlamaIndex_0",
+        "label": "Simple Response Builder",
+        "version": 1,
+        "name": "simpleResponseBuilderLlamaIndex",
+        "type": "SimpleResponseBuilder",
+        "baseClasses": [
+          "SimpleResponseBuilder",
+          "ResponseSynthesizer"
+        ],
+        "tags": [
+          "LlamaIndex"
+        ],
+        "category": "Response Synthesizer",
+        "description": "Apply a query to a collection of text chunks, gathering the responses in an array, and return a combined string of all responses. Useful for individual queries on each text chunk.",
+        "inputParams": [],
+        "inputAnchors": [],
+        "inputs": {},
+        "outputAnchors": [
+          {
+            "id": "simpleResponseBuilderLlamaIndex_0-output-simpleResponseBuilderLlamaIndex-SimpleResponseBuilder|ResponseSynthesizer",
+            "name": "simpleResponseBuilderLlamaIndex",
+            "label": "SimpleResponseBuilder",
+            "description": "Apply a query to a collection of text chunks, gathering the responses in an array, and return a combined string of all responses. Useful for individual queries on each text chunk.",
+            "type": "SimpleResponseBuilder | ResponseSynthesizer"
+          }
+        ],
+        "outputs": {},
+        "selected": false
+      },
+      "width": 300,
+      "height": 147,
+      "selected": false,
+      "positionAbsolute": {
+        "x": 795.9044100313014,
+        "y": 525.3184043468777
+      },
+      "dragging": false
+    },
+    {
+      "id": "openAIEmbedding_LlamaIndex_0",
+      "position": {
+        "x": 321.28245515613935,
+        "y": 220.21759428587393
+      },
+      "type": "customNode",
+      "data": {
+        "id": "openAIEmbedding_LlamaIndex_0",
+        "label": "OpenAI Embedding",
+        "version": 1,
+        "name": "openAIEmbedding_LlamaIndex",
+        "type": "OpenAIEmbedding",
+        "baseClasses": [
+          "OpenAIEmbedding",
+          "BaseEmbedding_LlamaIndex",
+          "BaseEmbedding"
+        ],
+        "tags": [
+          "LlamaIndex"
+        ],
+        "category": "Embeddings",
+        "description": "OpenAI Embedding specific for LlamaIndex",
+        "inputParams": [
+          {
+            "label": "Connect Credential",
+            "name": "credential",
+            "type": "credential",
+            "credentialNames": [
+              "openAIApi"
+            ],
+            "id": "openAIEmbedding_LlamaIndex_0-input-credential-credential"
+          },
+          {
+            "label": "Model Name",
+            "name": "modelName",
+            "type": "options",
+            "options": [
+              {
+                "label": "text-embedding-3-large",
+                "name": "text-embedding-3-large"
+              },
+              {
+                "label": "text-embedding-3-small",
+                "name": "text-embedding-3-small"
+              },
+              {
+                "label": "text-embedding-ada-002",
+                "name": "text-embedding-ada-002"
+              }
+            ],
+            "default": "text-embedding-ada-002",
+            "optional": true,
+            "id": "openAIEmbedding_LlamaIndex_0-input-modelName-options"
+          },
+          {
+            "label": "Timeout",
+            "name": "timeout",
+            "type": "number",
+            "optional": true,
+            "additionalParams": true,
+            "id": "openAIEmbedding_LlamaIndex_0-input-timeout-number"
+          },
+          {
+            "label": "BasePath",
+            "name": "basepath",
+            "type": "string",
+            "optional": true,
+            "additionalParams": true,
+            "id": "openAIEmbedding_LlamaIndex_0-input-basepath-string"
+          }
+        ],
+        "inputAnchors": [],
+        "inputs": {
+          "modelName": "text-embedding-3-small",
+          "timeout": "",
+          "basepath": ""
+        },
+        "outputAnchors": [
+          {
+            "id": "openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding",
+            "name": "openAIEmbedding_LlamaIndex",
+            "label": "OpenAIEmbedding",
+            "description": "OpenAI Embedding specific for LlamaIndex",
+            "type": "OpenAIEmbedding | BaseEmbedding_LlamaIndex | BaseEmbedding"
+          }
+        ],
+        "outputs": {},
+        "selected": false
+      },
+      "width": 300,
+      "height": 427,
+      "selected": false,
+      "positionAbsolute": {
+        "x": 321.28245515613935,
+        "y": 220.21759428587393
+      },
+      "dragging": false
+    },
+    {
+      "id": "pineconeLlamaIndex_0",
+      "position": {
+        "x": 792.0406959043081,
+        "y": -115.52632405101089
+      },
+      "type": "customNode",
+      "data": {
+        "id": "pineconeLlamaIndex_0",
+        "label": "Pinecone",
+        "version": 1,
+        "name": "pineconeLlamaIndex",
+        "type": "Pinecone",
+        "baseClasses": [
+          "Pinecone",
+          "VectorIndexRetriever"
+        ],
+        "tags": [
+          "LlamaIndex"
+        ],
+        "category": "Vector Stores",
+        "description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
+        "inputParams": [
+          {
+            "label": "Connect Credential",
+            "name": "credential",
+            "type": "credential",
+            "credentialNames": [
+              "pineconeApi"
+            ],
+            "id": "pineconeLlamaIndex_0-input-credential-credential"
+          },
+          {
+            "label": "Pinecone Index",
+            "name": "pineconeIndex",
+            "type": "string",
+            "id": "pineconeLlamaIndex_0-input-pineconeIndex-string"
+          },
+          {
+            "label": "Pinecone Namespace",
+            "name": "pineconeNamespace",
+            "type": "string",
+            "placeholder": "my-first-namespace",
+            "additionalParams": true,
+            "optional": true,
+            "id": "pineconeLlamaIndex_0-input-pineconeNamespace-string"
+          },
+          {
+            "label": "Pinecone Metadata Filter",
+            "name": "pineconeMetadataFilter",
+            "type": "json",
+            "optional": true,
+            "additionalParams": true,
+            "id": "pineconeLlamaIndex_0-input-pineconeMetadataFilter-json"
+          },
+          {
+            "label": "Top K",
+            "name": "topK",
+            "description": "Number of top results to fetch. Default to 4",
+            "placeholder": "4",
+            "type": "number",
+            "additionalParams": true,
+            "optional": true,
+            "id": "pineconeLlamaIndex_0-input-topK-number"
+          }
+        ],
+        "inputAnchors": [
+          {
+            "label": "Document",
+            "name": "document",
+            "type": "Document",
+            "list": true,
+            "optional": true,
+            "id": "pineconeLlamaIndex_0-input-document-Document"
+          },
+          {
+            "label": "Chat Model",
+            "name": "model",
+            "type": "BaseChatModel_LlamaIndex",
+            "id": "pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex"
+          },
+          {
+            "label": "Embeddings",
+            "name": "embeddings",
+            "type": "BaseEmbedding_LlamaIndex",
+            "id": "pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex"
+          }
+        ],
+        "inputs": {
+          "document": [
+            "{{textFile_0.data.instance}}"
+          ],
+          "model": "{{chatOpenAI_LlamaIndex_0.data.instance}}",
+          "embeddings": "{{openAIEmbedding_LlamaIndex_0.data.instance}}",
+          "pineconeIndex": "retina",
+          "pineconeNamespace": "",
+          "pineconeMetadataFilter": "",
+          "topK": ""
+        },
+        "outputAnchors": [
+          {
+            "name": "output",
+            "label": "Output",
+            "type": "options",
+            "description": "",
+            "options": [
+              {
+                "id": "pineconeLlamaIndex_0-output-retriever-Pinecone|VectorIndexRetriever",
+                "name": "retriever",
+                "label": "Pinecone Retriever",
+                "description": "",
+                "type": "Pinecone | VectorIndexRetriever"
+              },
+              {
+                "id": "pineconeLlamaIndex_0-output-vectorStore-Pinecone|VectorStoreIndex",
+                "name": "vectorStore",
+                "label": "Pinecone Vector Store Index",
+                "description": "",
+                "type": "Pinecone | VectorStoreIndex"
+              }
+            ],
+            "default": "retriever"
+          }
+        ],
+        "outputs": {
+          "output": "retriever"
+        },
+        "selected": false
+      },
+      "width": 300,
+      "height": 607,
+      "selected": false,
+      "positionAbsolute": {
+        "x": 792.0406959043081,
+        "y": -115.52632405101089
+      },
+      "dragging": false
+    },
+    {
+      "id": "chatOpenAI_LlamaIndex_0",
+      "position": {
+        "x": 319.3153306753704,
+        "y": -437.1497614271
+      },
+      "type": "customNode",
+      "data": {
+        "id": "chatOpenAI_LlamaIndex_0",
+        "label": "ChatOpenAI",
+        "version": 1,
+        "name": "chatOpenAI_LlamaIndex",
+        "type": "ChatOpenAI",
+        "baseClasses": [
+          "ChatOpenAI",
+          "BaseChatModel_LlamaIndex",
+          "BaseLLM"
+        ],
+        "tags": [
+          "LlamaIndex"
+        ],
+        "category": "Chat Models",
+        "description": "Wrapper around OpenAI Chat LLM specific for LlamaIndex",
+        "inputParams": [
+          {
+            "label": "Connect Credential",
+            "name": "credential",
+            "type": "credential",
+            "credentialNames": [
+              "openAIApi"
+            ],
+            "id": "chatOpenAI_LlamaIndex_0-input-credential-credential"
+          },
+          {
+            "label": "Model Name",
+            "name": "modelName",
+            "type": "options",
+            "options": [
+              {
+                "label": "gpt-4",
+                "name": "gpt-4"
+              },
+              {
+                "label": "gpt-4-turbo-preview",
+                "name": "gpt-4-turbo-preview"
+              },
+              {
+                "label": "gpt-4-0125-preview",
+                "name": "gpt-4-0125-preview"
+              },
+              {
+                "label": "gpt-4-1106-preview",
+                "name": "gpt-4-1106-preview"
+              },
+              {
+                "label": "gpt-4-vision-preview",
+                "name": "gpt-4-vision-preview"
+              },
+              {
+                "label": "gpt-4-0613",
+                "name": "gpt-4-0613"
+              },
+              {
+                "label": "gpt-4-32k",
+                "name": "gpt-4-32k"
+              },
+              {
+                "label": "gpt-4-32k-0613",
+                "name": "gpt-4-32k-0613"
+              },
+              {
+                "label": "gpt-3.5-turbo",
+                "name": "gpt-3.5-turbo"
+              },
+              {
+                "label": "gpt-3.5-turbo-1106",
+                "name": "gpt-3.5-turbo-1106"
+              },
+              {
+                "label": "gpt-3.5-turbo-0613",
+                "name": "gpt-3.5-turbo-0613"
+              },
+              {
+                "label": "gpt-3.5-turbo-16k",
+                "name": "gpt-3.5-turbo-16k"
+              },
+              {
+                "label": "gpt-3.5-turbo-16k-0613",
+                "name": "gpt-3.5-turbo-16k-0613"
+              }
+            ],
+            "default": "gpt-3.5-turbo",
+            "optional": true,
+            "id": "chatOpenAI_LlamaIndex_0-input-modelName-options"
+          },
+          {
+            "label": "Temperature",
+            "name": "temperature",
+            "type": "number",
+            "step": 0.1,
+            "default": 0.9,
+            "optional": true,
+            "id": "chatOpenAI_LlamaIndex_0-input-temperature-number"
+          },
+          {
+            "label": "Max Tokens",
+            "name": "maxTokens",
+            "type": "number",
+            "step": 1,
+            "optional": true,
+            "additionalParams": true,
+            "id": "chatOpenAI_LlamaIndex_0-input-maxTokens-number"
+          },
+          {
+            "label": "Top Probability",
+            "name": "topP",
+            "type": "number",
+            "step": 0.1,
+            "optional": true,
+            "additionalParams": true,
+            "id": "chatOpenAI_LlamaIndex_0-input-topP-number"
+          },
+          {
+            "label": "Timeout",
+            "name": "timeout",
+            "type": "number",
+            "step": 1,
+            "optional": true,
+            "additionalParams": true,
+            "id": "chatOpenAI_LlamaIndex_0-input-timeout-number"
+          }
+        ],
+        "inputAnchors": [],
+        "inputs": {
+          "modelName": "gpt-3.5-turbo",
+          "temperature": "0.5",
+          "maxTokens": "",
+          "topP": "",
+          "timeout": ""
+        },
+        "outputAnchors": [
+          {
+            "id": "chatOpenAI_LlamaIndex_0-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM",
+            "name": "chatOpenAI_LlamaIndex",
+            "label": "ChatOpenAI",
+            "description": "Wrapper around OpenAI Chat LLM specific for LlamaIndex",
+            "type": "ChatOpenAI | BaseChatModel_LlamaIndex | BaseLLM"
+          }
+        ],
+        "outputs": {},
+        "selected": false
+      },
+      "width": 300,
+      "height": 525,
+      "selected": false,
+      "positionAbsolute": {
+        "x": 319.3153306753704,
+        "y": -437.1497614271
+      },
+      "dragging": false
+    }
+  ],
+  "edges": [
+    {
+      "source": "simpleResponseBuilderLlamaIndex_0",
+      "sourceHandle": "simpleResponseBuilderLlamaIndex_0-output-simpleResponseBuilderLlamaIndex-SimpleResponseBuilder|ResponseSynthesizer",
+      "target": "queryEngine_0",
+      "targetHandle": "queryEngine_0-input-responseSynthesizer-ResponseSynthesizer",
+      "type": "buttonedge",
+      "id": "simpleResponseBuilderLlamaIndex_0-simpleResponseBuilderLlamaIndex_0-output-simpleResponseBuilderLlamaIndex-SimpleResponseBuilder|ResponseSynthesizer-queryEngine_0-queryEngine_0-input-responseSynthesizer-ResponseSynthesizer"
+    },
+    {
+      "source": "pineconeLlamaIndex_0",
+      "sourceHandle": "pineconeLlamaIndex_0-output-retriever-Pinecone|VectorIndexRetriever",
+      "target": "queryEngine_0",
+      "targetHandle": "queryEngine_0-input-vectorStoreRetriever-VectorIndexRetriever",
+      "type": "buttonedge",
+      "id": "pineconeLlamaIndex_0-pineconeLlamaIndex_0-output-retriever-Pinecone|VectorIndexRetriever-queryEngine_0-queryEngine_0-input-vectorStoreRetriever-VectorIndexRetriever"
+    },
+    {
+      "source": "openAIEmbedding_LlamaIndex_0",
+      "sourceHandle": "openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding",
+      "target": "pineconeLlamaIndex_0",
+      "targetHandle": "pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex",
+      "type": "buttonedge",
+      "id": "openAIEmbedding_LlamaIndex_0-openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding-pineconeLlamaIndex_0-pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex"
+    },
+    {
+      "source": "textFile_0",
+      "sourceHandle": "textFile_0-output-document-Document|json",
+      "target": "pineconeLlamaIndex_0",
+      "targetHandle": "pineconeLlamaIndex_0-input-document-Document",
+      "type": "buttonedge",
+      "id": "textFile_0-textFile_0-output-document-Document|json-pineconeLlamaIndex_0-pineconeLlamaIndex_0-input-document-Document"
+    },
+    {
+      "source": "chatOpenAI_LlamaIndex_0",
+      "sourceHandle": "chatOpenAI_LlamaIndex_0-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM",
+      "target": "pineconeLlamaIndex_0",
+      "targetHandle": "pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex",
+      "type": "buttonedge",
+      "id": "chatOpenAI_LlamaIndex_0-chatOpenAI_LlamaIndex_0-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM-pineconeLlamaIndex_0-pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex"
+    }
+  ]
+}