Flowise

1
{
2
    "description": "Breaks down query into sub questions for each relevant data source, then combine into final response",
3
    "categories": "Sub Question Query Engine,Sticky Note,QueryEngine Tool,Compact and Refine,ChatOpenAI,Pinecone,LlamaIndex",
4
    "framework": "LlamaIndex",
5
    "badge": "NEW",
6
    "nodes": [
7
        {
8
            "width": 300,
9
            "height": 749,
10
            "id": "compactrefineLlamaIndex_0",
11
            "position": {
12
                "x": -443.9012456561584,
13
                "y": 826.6100190232154
14
            },
15
            "type": "customNode",
16
            "data": {
17
                "id": "compactrefineLlamaIndex_0",
18
                "label": "Compact and Refine",
19
                "version": 1,
20
                "name": "compactrefineLlamaIndex",
21
                "type": "CompactRefine",
22
                "baseClasses": ["CompactRefine", "ResponseSynthesizer"],
23
                "tags": ["LlamaIndex"],
24
                "category": "Response Synthesizer",
25
                "description": "CompactRefine is a slight variation of Refine that first compacts the text chunks into the smallest possible number of chunks.",
26
                "inputParams": [
27
                    {
28
                        "label": "Refine Prompt",
29
                        "name": "refinePrompt",
30
                        "type": "string",
31
                        "rows": 4,
32
                        "default": "The original query is as follows: {query}\nWe have provided an existing answer: {existingAnswer}\nWe have the opportunity to refine the existing answer (only if needed) with some more context below.\n------------\n{context}\n------------\nGiven the new context, refine the original answer to better answer the query. If the context isn't useful, return the original answer.\nRefined Answer:",
33
                        "warning": "Prompt can contains no variables, or up to 3 variables. Variables must be {existingAnswer}, {context} and {query}",
34
                        "optional": true,
35
                        "id": "compactrefineLlamaIndex_0-input-refinePrompt-string"
36
                    },
37
                    {
38
                        "label": "Text QA Prompt",
39
                        "name": "textQAPrompt",
40
                        "type": "string",
41
                        "rows": 4,
42
                        "default": "Context information is below.\n---------------------\n{context}\n---------------------\nGiven the context information and not prior knowledge, answer the query.\nQuery: {query}\nAnswer:",
43
                        "warning": "Prompt can contains no variables, or up to 2 variables. Variables must be {context} and {query}",
44
                        "optional": true,
45
                        "id": "compactrefineLlamaIndex_0-input-textQAPrompt-string"
46
                    }
47
                ],
48
                "inputAnchors": [],
49
                "inputs": {
50
                    "refinePrompt": "A user has selected a set of SEC filing documents and has asked a question about them.\nThe SEC documents have the following titles:\n- Apple Inc (APPL) FORM 10K 2022\n- Tesla Inc (TSLA) FORM 10K 2022\nThe original query is as follows: {query}\nWe have provided an existing answer: {existingAnswer}\nWe have the opportunity to refine the existing answer (only if needed) with some more context below.\n------------\n{context}\n------------\nGiven the new context, refine the original answer to better answer the query. If the context isn't useful, return the original answer.\nRefined Answer:",
51
                    "textQAPrompt": "A user has selected a set of SEC filing documents and has asked a question about them.\nThe SEC documents have the following titles:\n- Apple Inc (APPL) FORM 10K 2022\n- Tesla Inc (TSLA) FORM 10K 2022\nContext information is below.\n---------------------\n{context}\n---------------------\nGiven the context information and not prior knowledge, answer the query.\nQuery: {query}\nAnswer:"
52
                },
53
                "outputAnchors": [
54
                    {
55
                        "id": "compactrefineLlamaIndex_0-output-compactrefineLlamaIndex-CompactRefine|ResponseSynthesizer",
56
                        "name": "compactrefineLlamaIndex",
57
                        "label": "CompactRefine",
58
                        "type": "CompactRefine | ResponseSynthesizer"
59
                    }
60
                ],
61
                "outputs": {},
62
                "selected": false
63
            },
64
            "selected": false,
65
            "positionAbsolute": {
66
                "x": -443.9012456561584,
67
                "y": 826.6100190232154
68
            },
69
            "dragging": false
70
        },
71
        {
72
            "width": 300,
73
            "height": 611,
74
            "id": "pineconeLlamaIndex_0",
75
            "position": {
76
                "x": 35.45798119088212,
77
                "y": -132.1789597307308
78
            },
79
            "type": "customNode",
80
            "data": {
81
                "id": "pineconeLlamaIndex_0",
82
                "label": "Pinecone",
83
                "version": 1,
84
                "name": "pineconeLlamaIndex",
85
                "type": "Pinecone",
86
                "baseClasses": ["Pinecone", "VectorIndexRetriever"],
87
                "tags": ["LlamaIndex"],
88
                "category": "Vector Stores",
89
                "description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
90
                "inputParams": [
91
                    {
92
                        "label": "Connect Credential",
93
                        "name": "credential",
94
                        "type": "credential",
95
                        "credentialNames": ["pineconeApi"],
96
                        "id": "pineconeLlamaIndex_0-input-credential-credential"
97
                    },
98
                    {
99
                        "label": "Pinecone Index",
100
                        "name": "pineconeIndex",
101
                        "type": "string",
102
                        "id": "pineconeLlamaIndex_0-input-pineconeIndex-string"
103
                    },
104
                    {
105
                        "label": "Pinecone Namespace",
106
                        "name": "pineconeNamespace",
107
                        "type": "string",
108
                        "placeholder": "my-first-namespace",
109
                        "additionalParams": true,
110
                        "optional": true,
111
                        "id": "pineconeLlamaIndex_0-input-pineconeNamespace-string"
112
                    },
113
                    {
114
                        "label": "Pinecone Metadata Filter",
115
                        "name": "pineconeMetadataFilter",
116
                        "type": "json",
117
                        "optional": true,
118
                        "additionalParams": true,
119
                        "id": "pineconeLlamaIndex_0-input-pineconeMetadataFilter-json"
120
                    },
121
                    {
122
                        "label": "Top K",
123
                        "name": "topK",
124
                        "description": "Number of top results to fetch. Default to 4",
125
                        "placeholder": "4",
126
                        "type": "number",
127
                        "additionalParams": true,
128
                        "optional": true,
129
                        "id": "pineconeLlamaIndex_0-input-topK-number"
130
                    }
131
                ],
132
                "inputAnchors": [
133
                    {
134
                        "label": "Document",
135
                        "name": "document",
136
                        "type": "Document",
137
                        "list": true,
138
                        "optional": true,
139
                        "id": "pineconeLlamaIndex_0-input-document-Document"
140
                    },
141
                    {
142
                        "label": "Chat Model",
143
                        "name": "model",
144
                        "type": "BaseChatModel_LlamaIndex",
145
                        "id": "pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex"
146
                    },
147
                    {
148
                        "label": "Embeddings",
149
                        "name": "embeddings",
150
                        "type": "BaseEmbedding_LlamaIndex",
151
                        "id": "pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex"
152
                    }
153
                ],
154
                "inputs": {
155
                    "document": [],
156
                    "model": "{{chatOpenAI_LlamaIndex_0.data.instance}}",
157
                    "embeddings": "{{openAIEmbedding_LlamaIndex_0.data.instance}}",
158
                    "pineconeIndex": "flowiseindex",
159
                    "pineconeNamespace": "pinecone-form10k",
160
                    "pineconeMetadataFilter": "{\"source\":\"tesla\"}",
161
                    "topK": ""
162
                },
163
                "outputAnchors": [
164
                    {
165
                        "name": "output",
166
                        "label": "Output",
167
                        "type": "options",
168
                        "options": [
169
                            {
170
                                "id": "pineconeLlamaIndex_0-output-retriever-Pinecone|VectorIndexRetriever",
171
                                "name": "retriever",
172
                                "label": "Pinecone Retriever",
173
                                "type": "Pinecone | VectorIndexRetriever"
174
                            },
175
                            {
176
                                "id": "pineconeLlamaIndex_0-output-vectorStore-Pinecone|VectorStoreIndex",
177
                                "name": "vectorStore",
178
                                "label": "Pinecone Vector Store Index",
179
                                "type": "Pinecone | VectorStoreIndex"
180
                            }
181
                        ],
182
                        "default": "retriever"
183
                    }
184
                ],
185
                "outputs": {
186
                    "output": "retriever"
187
                },
188
                "selected": false
189
            },
190
            "selected": false,
191
            "positionAbsolute": {
192
                "x": 35.45798119088212,
193
                "y": -132.1789597307308
194
            },
195
            "dragging": false
196
        },
197
        {
198
            "width": 300,
199
            "height": 529,
200
            "id": "chatOpenAI_LlamaIndex_0",
201
            "position": {
202
                "x": -455.232655468177,
203
                "y": -711.0080711676725
204
            },
205
            "type": "customNode",
206
            "data": {
207
                "id": "chatOpenAI_LlamaIndex_0",
208
                "label": "ChatOpenAI",
209
                "version": 2.0,
210
                "name": "chatOpenAI_LlamaIndex",
211
                "type": "ChatOpenAI",
212
                "baseClasses": ["ChatOpenAI", "BaseChatModel_LlamaIndex", "BaseLLM"],
213
                "tags": ["LlamaIndex"],
214
                "category": "Chat Models",
215
                "description": "Wrapper around OpenAI Chat LLM specific for LlamaIndex",
216
                "inputParams": [
217
                    {
218
                        "label": "Connect Credential",
219
                        "name": "credential",
220
                        "type": "credential",
221
                        "credentialNames": ["openAIApi"],
222
                        "id": "chatOpenAI_LlamaIndex_0-input-credential-credential"
223
                    },
224
                    {
225
                        "label": "Model Name",
226
                        "name": "modelName",
227
                        "type": "asyncOptions",
228
                        "loadMethod": "listModels",
229
                        "default": "gpt-3.5-turbo",
230
                        "id": "chatOpenAI_LlamaIndex_0-input-modelName-options"
231
                    },
232
                    {
233
                        "label": "Temperature",
234
                        "name": "temperature",
235
                        "type": "number",
236
                        "step": 0.1,
237
                        "default": 0.9,
238
                        "optional": true,
239
                        "id": "chatOpenAI_LlamaIndex_0-input-temperature-number"
240
                    },
241
                    {
242
                        "label": "Max Tokens",
243
                        "name": "maxTokens",
244
                        "type": "number",
245
                        "step": 1,
246
                        "optional": true,
247
                        "additionalParams": true,
248
                        "id": "chatOpenAI_LlamaIndex_0-input-maxTokens-number"
249
                    },
250
                    {
251
                        "label": "Top Probability",
252
                        "name": "topP",
253
                        "type": "number",
254
                        "step": 0.1,
255
                        "optional": true,
256
                        "additionalParams": true,
257
                        "id": "chatOpenAI_LlamaIndex_0-input-topP-number"
258
                    },
259
                    {
260
                        "label": "Timeout",
261
                        "name": "timeout",
262
                        "type": "number",
263
                        "step": 1,
264
                        "optional": true,
265
                        "additionalParams": true,
266
                        "id": "chatOpenAI_LlamaIndex_0-input-timeout-number"
267
                    }
268
                ],
269
                "inputAnchors": [],
270
                "inputs": {
271
                    "modelName": "gpt-3.5-turbo-16k",
272
                    "temperature": "0",
273
                    "maxTokens": "",
274
                    "topP": "",
275
                    "timeout": ""
276
                },
277
                "outputAnchors": [
278
                    {
279
                        "id": "chatOpenAI_LlamaIndex_0-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM",
280
                        "name": "chatOpenAI_LlamaIndex",
281
                        "label": "ChatOpenAI",
282
                        "type": "ChatOpenAI | BaseChatModel_LlamaIndex | BaseLLM"
283
                    }
284
                ],
285
                "outputs": {},
286
                "selected": false
287
            },
288
            "selected": false,
289
            "positionAbsolute": {
290
                "x": -455.232655468177,
291
                "y": -711.0080711676725
292
            },
293
            "dragging": false
294
        },
295
        {
296
            "width": 300,
297
            "height": 334,
298
            "id": "openAIEmbedding_LlamaIndex_0",
299
            "position": {
300
                "x": -451.0082548287243,
301
                "y": -127.15143353229783
302
            },
303
            "type": "customNode",
304
            "data": {
305
                "id": "openAIEmbedding_LlamaIndex_0",
306
                "label": "OpenAI Embedding",
307
                "version": 2,
308
                "name": "openAIEmbedding_LlamaIndex",
309
                "type": "OpenAIEmbedding",
310
                "baseClasses": ["OpenAIEmbedding", "BaseEmbedding_LlamaIndex", "BaseEmbedding"],
311
                "tags": ["LlamaIndex"],
312
                "category": "Embeddings",
313
                "description": "OpenAI Embedding specific for LlamaIndex",
314
                "inputParams": [
315
                    {
316
                        "label": "Connect Credential",
317
                        "name": "credential",
318
                        "type": "credential",
319
                        "credentialNames": ["openAIApi"],
320
                        "id": "openAIEmbedding_LlamaIndex_0-input-credential-credential"
321
                    },
322
                    {
323
                        "label": "Model Name",
324
                        "name": "modelName",
325
                        "type": "asyncOptions",
326
                        "loadMethod": "listModels",
327
                        "default": "text-embedding-ada-002",
328
                        "id": "openAIEmbedding_LlamaIndex_0-input-modelName-options"
329
                    },
330
                    {
331
                        "label": "Timeout",
332
                        "name": "timeout",
333
                        "type": "number",
334
                        "optional": true,
335
                        "additionalParams": true,
336
                        "id": "openAIEmbedding_LlamaIndex_0-input-timeout-number"
337
                    },
338
                    {
339
                        "label": "BasePath",
340
                        "name": "basepath",
341
                        "type": "string",
342
                        "optional": true,
343
                        "additionalParams": true,
344
                        "id": "openAIEmbedding_LlamaIndex_0-input-basepath-string"
345
                    }
346
                ],
347
                "inputAnchors": [],
348
                "inputs": {
349
                    "timeout": "",
350
                    "basepath": "",
351
                    "modelName": "text-embedding-ada-002"
352
                },
353
                "outputAnchors": [
354
                    {
355
                        "id": "openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding",
356
                        "name": "openAIEmbedding_LlamaIndex",
357
                        "label": "OpenAIEmbedding",
358
                        "type": "OpenAIEmbedding | BaseEmbedding_LlamaIndex | BaseEmbedding"
359
                    }
360
                ],
361
                "outputs": {},
362
                "selected": false
363
            },
364
            "selected": false,
365
            "dragging": false,
366
            "positionAbsolute": {
367
                "x": -451.0082548287243,
368
                "y": -127.15143353229783
369
            }
370
        },
371
        {
372
            "width": 300,
373
            "height": 611,
374
            "id": "pineconeLlamaIndex_1",
375
            "position": {
376
                "x": 43.95604951980056,
377
                "y": -783.0024679245387
378
            },
379
            "type": "customNode",
380
            "data": {
381
                "id": "pineconeLlamaIndex_1",
382
                "label": "Pinecone",
383
                "version": 1,
384
                "name": "pineconeLlamaIndex",
385
                "type": "Pinecone",
386
                "baseClasses": ["Pinecone", "VectorIndexRetriever"],
387
                "tags": ["LlamaIndex"],
388
                "category": "Vector Stores",
389
                "description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
390
                "inputParams": [
391
                    {
392
                        "label": "Connect Credential",
393
                        "name": "credential",
394
                        "type": "credential",
395
                        "credentialNames": ["pineconeApi"],
396
                        "id": "pineconeLlamaIndex_1-input-credential-credential"
397
                    },
398
                    {
399
                        "label": "Pinecone Index",
400
                        "name": "pineconeIndex",
401
                        "type": "string",
402
                        "id": "pineconeLlamaIndex_1-input-pineconeIndex-string"
403
                    },
404
                    {
405
                        "label": "Pinecone Namespace",
406
                        "name": "pineconeNamespace",
407
                        "type": "string",
408
                        "placeholder": "my-first-namespace",
409
                        "additionalParams": true,
410
                        "optional": true,
411
                        "id": "pineconeLlamaIndex_1-input-pineconeNamespace-string"
412
                    },
413
                    {
414
                        "label": "Pinecone Metadata Filter",
415
                        "name": "pineconeMetadataFilter",
416
                        "type": "json",
417
                        "optional": true,
418
                        "additionalParams": true,
419
                        "id": "pineconeLlamaIndex_1-input-pineconeMetadataFilter-json"
420
                    },
421
                    {
422
                        "label": "Top K",
423
                        "name": "topK",
424
                        "description": "Number of top results to fetch. Default to 4",
425
                        "placeholder": "4",
426
                        "type": "number",
427
                        "additionalParams": true,
428
                        "optional": true,
429
                        "id": "pineconeLlamaIndex_1-input-topK-number"
430
                    }
431
                ],
432
                "inputAnchors": [
433
                    {
434
                        "label": "Document",
435
                        "name": "document",
436
                        "type": "Document",
437
                        "list": true,
438
                        "optional": true,
439
                        "id": "pineconeLlamaIndex_1-input-document-Document"
440
                    },
441
                    {
442
                        "label": "Chat Model",
443
                        "name": "model",
444
                        "type": "BaseChatModel_LlamaIndex",
445
                        "id": "pineconeLlamaIndex_1-input-model-BaseChatModel_LlamaIndex"
446
                    },
447
                    {
448
                        "label": "Embeddings",
449
                        "name": "embeddings",
450
                        "type": "BaseEmbedding_LlamaIndex",
451
                        "id": "pineconeLlamaIndex_1-input-embeddings-BaseEmbedding_LlamaIndex"
452
                    }
453
                ],
454
                "inputs": {
455
                    "document": [],
456
                    "model": "{{chatOpenAI_LlamaIndex_0.data.instance}}",
457
                    "embeddings": "{{openAIEmbedding_LlamaIndex_0.data.instance}}",
458
                    "pineconeIndex": "flowiseindex",
459
                    "pineconeNamespace": "pinecone-form10k",
460
                    "pineconeMetadataFilter": "{\"source\":\"apple\"}",
461
                    "topK": ""
462
                },
463
                "outputAnchors": [
464
                    {
465
                        "name": "output",
466
                        "label": "Output",
467
                        "type": "options",
468
                        "options": [
469
                            {
470
                                "id": "pineconeLlamaIndex_1-output-retriever-Pinecone|VectorIndexRetriever",
471
                                "name": "retriever",
472
                                "label": "Pinecone Retriever",
473
                                "type": "Pinecone | VectorIndexRetriever"
474
                            },
475
                            {
476
                                "id": "pineconeLlamaIndex_1-output-vectorStore-Pinecone|VectorStoreIndex",
477
                                "name": "vectorStore",
478
                                "label": "Pinecone Vector Store Index",
479
                                "type": "Pinecone | VectorStoreIndex"
480
                            }
481
                        ],
482
                        "default": "retriever"
483
                    }
484
                ],
485
                "outputs": {
486
                    "output": "retriever"
487
                },
488
                "selected": false
489
            },
490
            "selected": false,
491
            "positionAbsolute": {
492
                "x": 43.95604951980056,
493
                "y": -783.0024679245387
494
            },
495
            "dragging": false
496
        },
497
        {
498
            "width": 300,
499
            "height": 529,
500
            "id": "chatOpenAI_LlamaIndex_1",
501
            "position": {
502
                "x": -446.80851289432655,
503
                "y": 246.8790997755625
504
            },
505
            "type": "customNode",
506
            "data": {
507
                "id": "chatOpenAI_LlamaIndex_1",
508
                "label": "ChatOpenAI",
509
                "version": 2.0,
510
                "name": "chatOpenAI_LlamaIndex",
511
                "type": "ChatOpenAI",
512
                "baseClasses": ["ChatOpenAI", "BaseChatModel_LlamaIndex", "BaseLLM"],
513
                "tags": ["LlamaIndex"],
514
                "category": "Chat Models",
515
                "description": "Wrapper around OpenAI Chat LLM specific for LlamaIndex",
516
                "inputParams": [
517
                    {
518
                        "label": "Connect Credential",
519
                        "name": "credential",
520
                        "type": "credential",
521
                        "credentialNames": ["openAIApi"],
522
                        "id": "chatOpenAI_LlamaIndex_1-input-credential-credential"
523
                    },
524
                    {
525
                        "label": "Model Name",
526
                        "name": "modelName",
527
                        "type": "asyncOptions",
528
                        "loadMethod": "listModels",
529
                        "default": "gpt-3.5-turbo",
530
                        "id": "chatOpenAI_LlamaIndex_1-input-modelName-options"
531
                    },
532
                    {
533
                        "label": "Temperature",
534
                        "name": "temperature",
535
                        "type": "number",
536
                        "step": 0.1,
537
                        "default": 0.9,
538
                        "optional": true,
539
                        "id": "chatOpenAI_LlamaIndex_1-input-temperature-number"
540
                    },
541
                    {
542
                        "label": "Max Tokens",
543
                        "name": "maxTokens",
544
                        "type": "number",
545
                        "step": 1,
546
                        "optional": true,
547
                        "additionalParams": true,
548
                        "id": "chatOpenAI_LlamaIndex_1-input-maxTokens-number"
549
                    },
550
                    {
551
                        "label": "Top Probability",
552
                        "name": "topP",
553
                        "type": "number",
554
                        "step": 0.1,
555
                        "optional": true,
556
                        "additionalParams": true,
557
                        "id": "chatOpenAI_LlamaIndex_1-input-topP-number"
558
                    },
559
                    {
560
                        "label": "Timeout",
561
                        "name": "timeout",
562
                        "type": "number",
563
                        "step": 1,
564
                        "optional": true,
565
                        "additionalParams": true,
566
                        "id": "chatOpenAI_LlamaIndex_1-input-timeout-number"
567
                    }
568
                ],
569
                "inputAnchors": [],
570
                "inputs": {
571
                    "modelName": "gpt-3.5-turbo-16k",
572
                    "temperature": "0",
573
                    "maxTokens": "",
574
                    "topP": "",
575
                    "timeout": ""
576
                },
577
                "outputAnchors": [
578
                    {
579
                        "id": "chatOpenAI_LlamaIndex_1-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM",
580
                        "name": "chatOpenAI_LlamaIndex",
581
                        "label": "ChatOpenAI",
582
                        "type": "ChatOpenAI | BaseChatModel_LlamaIndex | BaseLLM"
583
                    }
584
                ],
585
                "outputs": {},
586
                "selected": false
587
            },
588
            "selected": false,
589
            "positionAbsolute": {
590
                "x": -446.80851289432655,
591
                "y": 246.8790997755625
592
            },
593
            "dragging": false
594
        },
595
        {
596
            "width": 300,
597
            "height": 334,
598
            "id": "openAIEmbedding_LlamaIndex_1",
599
            "position": {
600
                "x": -37.812177549447284,
601
                "y": 577.9112529482311
602
            },
603
            "type": "customNode",
604
            "data": {
605
                "id": "openAIEmbedding_LlamaIndex_1",
606
                "label": "OpenAI Embedding",
607
                "version": 2,
608
                "name": "openAIEmbedding_LlamaIndex",
609
                "type": "OpenAIEmbedding",
610
                "baseClasses": ["OpenAIEmbedding", "BaseEmbedding_LlamaIndex", "BaseEmbedding"],
611
                "tags": ["LlamaIndex"],
612
                "category": "Embeddings",
613
                "description": "OpenAI Embedding specific for LlamaIndex",
614
                "inputParams": [
615
                    {
616
                        "label": "Connect Credential",
617
                        "name": "credential",
618
                        "type": "credential",
619
                        "credentialNames": ["openAIApi"],
620
                        "id": "openAIEmbedding_LlamaIndex_1-input-credential-credential"
621
                    },
622
                    {
623
                        "label": "Model Name",
624
                        "name": "modelName",
625
                        "type": "asyncOptions",
626
                        "loadMethod": "listModels",
627
                        "default": "text-embedding-ada-002",
628
                        "id": "openAIEmbedding_LlamaIndex_1-input-modelName-options"
629
                    },
630
                    {
631
                        "label": "Timeout",
632
                        "name": "timeout",
633
                        "type": "number",
634
                        "optional": true,
635
                        "additionalParams": true,
636
                        "id": "openAIEmbedding_LlamaIndex_1-input-timeout-number"
637
                    },
638
                    {
639
                        "label": "BasePath",
640
                        "name": "basepath",
641
                        "type": "string",
642
                        "optional": true,
643
                        "additionalParams": true,
644
                        "id": "openAIEmbedding_LlamaIndex_1-input-basepath-string"
645
                    }
646
                ],
647
                "inputAnchors": [],
648
                "inputs": {
649
                    "timeout": "",
650
                    "basepath": "",
651
                    "modelName": "text-embedding-ada-002"
652
                },
653
                "outputAnchors": [
654
                    {
655
                        "id": "openAIEmbedding_LlamaIndex_1-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding",
656
                        "name": "openAIEmbedding_LlamaIndex",
657
                        "label": "OpenAIEmbedding",
658
                        "type": "OpenAIEmbedding | BaseEmbedding_LlamaIndex | BaseEmbedding"
659
                    }
660
                ],
661
                "outputs": {},
662
                "selected": false
663
            },
664
            "selected": false,
665
            "dragging": false,
666
            "positionAbsolute": {
667
                "x": -37.812177549447284,
668
                "y": 577.9112529482311
669
            }
670
        },
671
        {
672
            "width": 300,
673
            "height": 382,
674
            "id": "queryEngine_0",
675
            "position": {
676
                "x": 416.2466817793368,
677
                "y": -600.1335182096643
678
            },
679
            "type": "customNode",
680
            "data": {
681
                "id": "queryEngine_0",
682
                "label": "Query Engine",
683
                "version": 2,
684
                "name": "queryEngine",
685
                "type": "QueryEngine",
686
                "baseClasses": ["QueryEngine", "BaseQueryEngine"],
687
                "tags": ["LlamaIndex"],
688
                "category": "Engine",
689
                "description": "Simple query engine built to answer question over your data, without memory",
690
                "inputParams": [
691
                    {
692
                        "label": "Return Source Documents",
693
                        "name": "returnSourceDocuments",
694
                        "type": "boolean",
695
                        "optional": true,
696
                        "id": "queryEngine_0-input-returnSourceDocuments-boolean"
697
                    }
698
                ],
699
                "inputAnchors": [
700
                    {
701
                        "label": "Vector Store Retriever",
702
                        "name": "vectorStoreRetriever",
703
                        "type": "VectorIndexRetriever",
704
                        "id": "queryEngine_0-input-vectorStoreRetriever-VectorIndexRetriever"
705
                    },
706
                    {
707
                        "label": "Response Synthesizer",
708
                        "name": "responseSynthesizer",
709
                        "type": "ResponseSynthesizer",
710
                        "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>",
711
                        "optional": true,
712
                        "id": "queryEngine_0-input-responseSynthesizer-ResponseSynthesizer"
713
                    }
714
                ],
715
                "inputs": {
716
                    "vectorStoreRetriever": "{{pineconeLlamaIndex_1.data.instance}}",
717
                    "responseSynthesizer": "",
718
                    "returnSourceDocuments": ""
719
                },
720
                "outputAnchors": [
721
                    {
722
                        "id": "queryEngine_0-output-queryEngine-QueryEngine|BaseQueryEngine",
723
                        "name": "queryEngine",
724
                        "label": "QueryEngine",
725
                        "description": "Simple query engine built to answer question over your data, without memory",
726
                        "type": "QueryEngine | BaseQueryEngine"
727
                    }
728
                ],
729
                "outputs": {},
730
                "selected": false
731
            },
732
            "selected": false,
733
            "positionAbsolute": {
734
                "x": 416.2466817793368,
735
                "y": -600.1335182096643
736
            },
737
            "dragging": false
738
        },
739
        {
740
            "width": 300,
741
            "height": 511,
742
            "id": "queryEngineToolLlamaIndex_2",
743
            "position": {
744
                "x": 766.9839000102993,
745
                "y": -654.6926410455919
746
            },
747
            "type": "customNode",
748
            "data": {
749
                "id": "queryEngineToolLlamaIndex_2",
750
                "label": "QueryEngine Tool",
751
                "version": 2,
752
                "name": "queryEngineToolLlamaIndex",
753
                "type": "QueryEngineTool",
754
                "baseClasses": ["QueryEngineTool"],
755
                "tags": ["LlamaIndex"],
756
                "category": "Tools",
757
                "description": "Tool used to invoke query engine",
758
                "inputParams": [
759
                    {
760
                        "label": "Tool Name",
761
                        "name": "toolName",
762
                        "type": "string",
763
                        "description": "Tool name must be small capital letter with underscore. Ex: my_tool",
764
                        "id": "queryEngineToolLlamaIndex_2-input-toolName-string"
765
                    },
766
                    {
767
                        "label": "Tool Description",
768
                        "name": "toolDesc",
769
                        "type": "string",
770
                        "rows": 4,
771
                        "id": "queryEngineToolLlamaIndex_2-input-toolDesc-string"
772
                    }
773
                ],
774
                "inputAnchors": [
775
                    {
776
                        "label": "Base QueryEngine",
777
                        "name": "baseQueryEngine",
778
                        "type": "BaseQueryEngine",
779
                        "id": "queryEngineToolLlamaIndex_2-input-baseQueryEngine-BaseQueryEngine"
780
                    }
781
                ],
782
                "inputs": {
783
                    "baseQueryEngine": "{{queryEngine_0.data.instance}}",
784
                    "toolName": "apple_tool",
785
                    "toolDesc": "A SEC Form 10K filing describing the financials of Apple Inc (APPL) for the 2022 time period."
786
                },
787
                "outputAnchors": [
788
                    {
789
                        "id": "queryEngineToolLlamaIndex_2-output-queryEngineToolLlamaIndex-QueryEngineTool",
790
                        "name": "queryEngineToolLlamaIndex",
791
                        "label": "QueryEngineTool",
792
                        "description": "Tool used to invoke query engine",
793
                        "type": "QueryEngineTool"
794
                    }
795
                ],
796
                "outputs": {},
797
                "selected": false
798
            },
799
            "selected": false,
800
            "positionAbsolute": {
801
                "x": 766.9839000102993,
802
                "y": -654.6926410455919
803
            },
804
            "dragging": false
805
        },
806
        {
807
            "width": 300,
808
            "height": 511,
809
            "id": "queryEngineToolLlamaIndex_1",
810
            "position": {
811
                "x": 771.5434180813253,
812
                "y": -109.03650423344013
813
            },
814
            "type": "customNode",
815
            "data": {
816
                "id": "queryEngineToolLlamaIndex_1",
817
                "label": "QueryEngine Tool",
818
                "version": 2,
819
                "name": "queryEngineToolLlamaIndex",
820
                "type": "QueryEngineTool",
821
                "baseClasses": ["QueryEngineTool"],
822
                "tags": ["LlamaIndex"],
823
                "category": "Tools",
824
                "description": "Tool used to invoke query engine",
825
                "inputParams": [
826
                    {
827
                        "label": "Tool Name",
828
                        "name": "toolName",
829
                        "type": "string",
830
                        "description": "Tool name must be small capital letter with underscore. Ex: my_tool",
831
                        "id": "queryEngineToolLlamaIndex_1-input-toolName-string"
832
                    },
833
                    {
834
                        "label": "Tool Description",
835
                        "name": "toolDesc",
836
                        "type": "string",
837
                        "rows": 4,
838
                        "id": "queryEngineToolLlamaIndex_1-input-toolDesc-string"
839
                    }
840
                ],
841
                "inputAnchors": [
842
                    {
843
                        "label": "Base QueryEngine",
844
                        "name": "baseQueryEngine",
845
                        "type": "BaseQueryEngine",
846
                        "id": "queryEngineToolLlamaIndex_1-input-baseQueryEngine-BaseQueryEngine"
847
                    }
848
                ],
849
                "inputs": {
850
                    "baseQueryEngine": "{{queryEngine_1.data.instance}}",
851
                    "toolName": "tesla_tool",
852
                    "toolDesc": "A SEC Form 10K filing describing the financials of Tesla Inc (TSLA) for the 2022 time period."
853
                },
854
                "outputAnchors": [
855
                    {
856
                        "id": "queryEngineToolLlamaIndex_1-output-queryEngineToolLlamaIndex-QueryEngineTool",
857
                        "name": "queryEngineToolLlamaIndex",
858
                        "label": "QueryEngineTool",
859
                        "description": "Tool used to invoke query engine",
860
                        "type": "QueryEngineTool"
861
                    }
862
                ],
863
                "outputs": {},
864
                "selected": false
865
            },
866
            "selected": false,
867
            "positionAbsolute": {
868
                "x": 771.5434180813253,
869
                "y": -109.03650423344013
870
            },
871
            "dragging": false
872
        },
873
        {
874
            "width": 300,
875
            "height": 382,
876
            "id": "queryEngine_1",
877
            "position": {
878
                "x": 411.8632262885343,
879
                "y": -68.91392354277994
880
            },
881
            "type": "customNode",
882
            "data": {
883
                "id": "queryEngine_1",
884
                "label": "Query Engine",
885
                "version": 2,
886
                "name": "queryEngine",
887
                "type": "QueryEngine",
888
                "baseClasses": ["QueryEngine", "BaseQueryEngine"],
889
                "tags": ["LlamaIndex"],
890
                "category": "Engine",
891
                "description": "Simple query engine built to answer question over your data, without memory",
892
                "inputParams": [
893
                    {
894
                        "label": "Return Source Documents",
895
                        "name": "returnSourceDocuments",
896
                        "type": "boolean",
897
                        "optional": true,
898
                        "id": "queryEngine_1-input-returnSourceDocuments-boolean"
899
                    }
900
                ],
901
                "inputAnchors": [
902
                    {
903
                        "label": "Vector Store Retriever",
904
                        "name": "vectorStoreRetriever",
905
                        "type": "VectorIndexRetriever",
906
                        "id": "queryEngine_1-input-vectorStoreRetriever-VectorIndexRetriever"
907
                    },
908
                    {
909
                        "label": "Response Synthesizer",
910
                        "name": "responseSynthesizer",
911
                        "type": "ResponseSynthesizer",
912
                        "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>",
913
                        "optional": true,
914
                        "id": "queryEngine_1-input-responseSynthesizer-ResponseSynthesizer"
915
                    }
916
                ],
917
                "inputs": {
918
                    "vectorStoreRetriever": "{{pineconeLlamaIndex_0.data.instance}}",
919
                    "responseSynthesizer": "",
920
                    "returnSourceDocuments": ""
921
                },
922
                "outputAnchors": [
923
                    {
924
                        "id": "queryEngine_1-output-queryEngine-QueryEngine|BaseQueryEngine",
925
                        "name": "queryEngine",
926
                        "label": "QueryEngine",
927
                        "description": "Simple query engine built to answer question over your data, without memory",
928
                        "type": "QueryEngine | BaseQueryEngine"
929
                    }
930
                ],
931
                "outputs": {},
932
                "selected": false
933
            },
934
            "selected": false,
935
            "positionAbsolute": {
936
                "x": 411.8632262885343,
937
                "y": -68.91392354277994
938
            },
939
            "dragging": false
940
        },
941
        {
942
            "width": 300,
943
            "height": 484,
944
            "id": "subQuestionQueryEngine_0",
945
            "position": {
946
                "x": 1204.489328490966,
947
                "y": 347.2090726754211
948
            },
949
            "type": "customNode",
950
            "data": {
951
                "id": "subQuestionQueryEngine_0",
952
                "label": "Sub Question Query Engine",
953
                "version": 2,
954
                "name": "subQuestionQueryEngine",
955
                "type": "SubQuestionQueryEngine",
956
                "baseClasses": ["SubQuestionQueryEngine", "BaseQueryEngine"],
957
                "tags": ["LlamaIndex"],
958
                "category": "Engine",
959
                "description": "Breaks complex query into sub questions for each relevant data source, then gather all the intermediate reponses and synthesizes a final response",
960
                "inputParams": [
961
                    {
962
                        "label": "Return Source Documents",
963
                        "name": "returnSourceDocuments",
964
                        "type": "boolean",
965
                        "optional": true,
966
                        "id": "subQuestionQueryEngine_0-input-returnSourceDocuments-boolean"
967
                    }
968
                ],
969
                "inputAnchors": [
970
                    {
971
                        "label": "QueryEngine Tools",
972
                        "name": "queryEngineTools",
973
                        "type": "QueryEngineTool",
974
                        "list": true,
975
                        "id": "subQuestionQueryEngine_0-input-queryEngineTools-QueryEngineTool"
976
                    },
977
                    {
978
                        "label": "Chat Model",
979
                        "name": "model",
980
                        "type": "BaseChatModel_LlamaIndex",
981
                        "id": "subQuestionQueryEngine_0-input-model-BaseChatModel_LlamaIndex"
982
                    },
983
                    {
984
                        "label": "Embeddings",
985
                        "name": "embeddings",
986
                        "type": "BaseEmbedding_LlamaIndex",
987
                        "id": "subQuestionQueryEngine_0-input-embeddings-BaseEmbedding_LlamaIndex"
988
                    },
989
                    {
990
                        "label": "Response Synthesizer",
991
                        "name": "responseSynthesizer",
992
                        "type": "ResponseSynthesizer",
993
                        "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>",
994
                        "optional": true,
995
                        "id": "subQuestionQueryEngine_0-input-responseSynthesizer-ResponseSynthesizer"
996
                    }
997
                ],
998
                "inputs": {
999
                    "queryEngineTools": ["{{queryEngineToolLlamaIndex_2.data.instance}}", "{{queryEngineToolLlamaIndex_1.data.instance}}"],
1000
                    "model": "{{chatOpenAI_LlamaIndex_1.data.instance}}",
1001
                    "embeddings": "{{openAIEmbedding_LlamaIndex_1.data.instance}}",
1002
                    "responseSynthesizer": "{{compactrefineLlamaIndex_0.data.instance}}",
1003
                    "returnSourceDocuments": true
1004
                },
1005
                "outputAnchors": [
1006
                    {
1007
                        "id": "subQuestionQueryEngine_0-output-subQuestionQueryEngine-SubQuestionQueryEngine|BaseQueryEngine",
1008
                        "name": "subQuestionQueryEngine",
1009
                        "label": "SubQuestionQueryEngine",
1010
                        "description": "Breaks complex query into sub questions for each relevant data source, then gather all the intermediate reponses and synthesizes a final response",
1011
                        "type": "SubQuestionQueryEngine | BaseQueryEngine"
1012
                    }
1013
                ],
1014
                "outputs": {},
1015
                "selected": false
1016
            },
1017
            "selected": false,
1018
            "positionAbsolute": {
1019
                "x": 1204.489328490966,
1020
                "y": 347.2090726754211
1021
            },
1022
            "dragging": false
1023
        },
1024
        {
1025
            "width": 300,
1026
            "height": 82,
1027
            "id": "stickyNote_0",
1028
            "position": {
1029
                "x": 1208.1786832265154,
1030
                "y": 238.26647262900994
1031
            },
1032
            "type": "stickyNote",
1033
            "data": {
1034
                "id": "stickyNote_0",
1035
                "label": "Sticky Note",
1036
                "version": 1,
1037
                "name": "stickyNote",
1038
                "type": "StickyNote",
1039
                "baseClasses": ["StickyNote"],
1040
                "category": "Utilities",
1041
                "description": "Add a sticky note",
1042
                "inputParams": [
1043
                    {
1044
                        "label": "",
1045
                        "name": "note",
1046
                        "type": "string",
1047
                        "rows": 1,
1048
                        "placeholder": "Type something here",
1049
                        "optional": true,
1050
                        "id": "stickyNote_0-input-note-string"
1051
                    }
1052
                ],
1053
                "inputAnchors": [],
1054
                "inputs": {
1055
                    "note": "Break questions into subqueries, then retrieve corresponding context using queryengine tools"
1056
                },
1057
                "outputAnchors": [
1058
                    {
1059
                        "id": "stickyNote_0-output-stickyNote-StickyNote",
1060
                        "name": "stickyNote",
1061
                        "label": "StickyNote",
1062
                        "description": "Add a sticky note",
1063
                        "type": "StickyNote"
1064
                    }
1065
                ],
1066
                "outputs": {},
1067
                "selected": false
1068
            },
1069
            "selected": false,
1070
            "positionAbsolute": {
1071
                "x": 1208.1786832265154,
1072
                "y": 238.26647262900994
1073
            },
1074
            "dragging": false
1075
        },
1076
        {
1077
            "width": 300,
1078
            "height": 82,
1079
            "id": "stickyNote_1",
1080
            "position": {
1081
                "x": 416.8958270395809,
1082
                "y": -179.9680840754678
1083
            },
1084
            "type": "stickyNote",
1085
            "data": {
1086
                "id": "stickyNote_1",
1087
                "label": "Sticky Note",
1088
                "version": 1,
1089
                "name": "stickyNote",
1090
                "type": "StickyNote",
1091
                "baseClasses": ["StickyNote"],
1092
                "category": "Utilities",
1093
                "description": "Add a sticky note",
1094
                "inputParams": [
1095
                    {
1096
                        "label": "",
1097
                        "name": "note",
1098
                        "type": "string",
1099
                        "rows": 1,
1100
                        "placeholder": "Type something here",
1101
                        "optional": true,
1102
                        "id": "stickyNote_1-input-note-string"
1103
                    }
1104
                ],
1105
                "inputAnchors": [],
1106
                "inputs": {
1107
                    "note": "Query previously upserted documents with corresponding metadata key value pair - \n{ source: \"<company>\"}"
1108
                },
1109
                "outputAnchors": [
1110
                    {
1111
                        "id": "stickyNote_1-output-stickyNote-StickyNote",
1112
                        "name": "stickyNote",
1113
                        "label": "StickyNote",
1114
                        "description": "Add a sticky note",
1115
                        "type": "StickyNote"
1116
                    }
1117
                ],
1118
                "outputs": {},
1119
                "selected": false
1120
            },
1121
            "selected": false,
1122
            "positionAbsolute": {
1123
                "x": 416.8958270395809,
1124
                "y": -179.9680840754678
1125
            },
1126
            "dragging": false
1127
        }
1128
    ],
1129
    "edges": [
1130
        {
1131
            "source": "chatOpenAI_LlamaIndex_0",
1132
            "sourceHandle": "chatOpenAI_LlamaIndex_0-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM",
1133
            "target": "pineconeLlamaIndex_1",
1134
            "targetHandle": "pineconeLlamaIndex_1-input-model-BaseChatModel_LlamaIndex",
1135
            "type": "buttonedge",
1136
            "id": "chatOpenAI_LlamaIndex_0-chatOpenAI_LlamaIndex_0-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM-pineconeLlamaIndex_1-pineconeLlamaIndex_1-input-model-BaseChatModel_LlamaIndex"
1137
        },
1138
        {
1139
            "source": "openAIEmbedding_LlamaIndex_0",
1140
            "sourceHandle": "openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding",
1141
            "target": "pineconeLlamaIndex_1",
1142
            "targetHandle": "pineconeLlamaIndex_1-input-embeddings-BaseEmbedding_LlamaIndex",
1143
            "type": "buttonedge",
1144
            "id": "openAIEmbedding_LlamaIndex_0-openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding-pineconeLlamaIndex_1-pineconeLlamaIndex_1-input-embeddings-BaseEmbedding_LlamaIndex"
1145
        },
1146
        {
1147
            "source": "openAIEmbedding_LlamaIndex_0",
1148
            "sourceHandle": "openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding",
1149
            "target": "pineconeLlamaIndex_0",
1150
            "targetHandle": "pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex",
1151
            "type": "buttonedge",
1152
            "id": "openAIEmbedding_LlamaIndex_0-openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding-pineconeLlamaIndex_0-pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex"
1153
        },
1154
        {
1155
            "source": "chatOpenAI_LlamaIndex_0",
1156
            "sourceHandle": "chatOpenAI_LlamaIndex_0-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM",
1157
            "target": "pineconeLlamaIndex_0",
1158
            "targetHandle": "pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex",
1159
            "type": "buttonedge",
1160
            "id": "chatOpenAI_LlamaIndex_0-chatOpenAI_LlamaIndex_0-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM-pineconeLlamaIndex_0-pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex"
1161
        },
1162
        {
1163
            "source": "pineconeLlamaIndex_1",
1164
            "sourceHandle": "pineconeLlamaIndex_1-output-retriever-Pinecone|VectorIndexRetriever",
1165
            "target": "queryEngine_0",
1166
            "targetHandle": "queryEngine_0-input-vectorStoreRetriever-VectorIndexRetriever",
1167
            "type": "buttonedge",
1168
            "id": "pineconeLlamaIndex_1-pineconeLlamaIndex_1-output-retriever-Pinecone|VectorIndexRetriever-queryEngine_0-queryEngine_0-input-vectorStoreRetriever-VectorIndexRetriever"
1169
        },
1170
        {
1171
            "source": "queryEngine_0",
1172
            "sourceHandle": "queryEngine_0-output-queryEngine-QueryEngine|BaseQueryEngine",
1173
            "target": "queryEngineToolLlamaIndex_2",
1174
            "targetHandle": "queryEngineToolLlamaIndex_2-input-baseQueryEngine-BaseQueryEngine",
1175
            "type": "buttonedge",
1176
            "id": "queryEngine_0-queryEngine_0-output-queryEngine-QueryEngine|BaseQueryEngine-queryEngineToolLlamaIndex_2-queryEngineToolLlamaIndex_2-input-baseQueryEngine-BaseQueryEngine"
1177
        },
1178
        {
1179
            "source": "pineconeLlamaIndex_0",
1180
            "sourceHandle": "pineconeLlamaIndex_0-output-retriever-Pinecone|VectorIndexRetriever",
1181
            "target": "queryEngine_1",
1182
            "targetHandle": "queryEngine_1-input-vectorStoreRetriever-VectorIndexRetriever",
1183
            "type": "buttonedge",
1184
            "id": "pineconeLlamaIndex_0-pineconeLlamaIndex_0-output-retriever-Pinecone|VectorIndexRetriever-queryEngine_1-queryEngine_1-input-vectorStoreRetriever-VectorIndexRetriever"
1185
        },
1186
        {
1187
            "source": "queryEngine_1",
1188
            "sourceHandle": "queryEngine_1-output-queryEngine-QueryEngine|BaseQueryEngine",
1189
            "target": "queryEngineToolLlamaIndex_1",
1190
            "targetHandle": "queryEngineToolLlamaIndex_1-input-baseQueryEngine-BaseQueryEngine",
1191
            "type": "buttonedge",
1192
            "id": "queryEngine_1-queryEngine_1-output-queryEngine-QueryEngine|BaseQueryEngine-queryEngineToolLlamaIndex_1-queryEngineToolLlamaIndex_1-input-baseQueryEngine-BaseQueryEngine"
1193
        },
1194
        {
1195
            "source": "queryEngineToolLlamaIndex_2",
1196
            "sourceHandle": "queryEngineToolLlamaIndex_2-output-queryEngineToolLlamaIndex-QueryEngineTool",
1197
            "target": "subQuestionQueryEngine_0",
1198
            "targetHandle": "subQuestionQueryEngine_0-input-queryEngineTools-QueryEngineTool",
1199
            "type": "buttonedge",
1200
            "id": "queryEngineToolLlamaIndex_2-queryEngineToolLlamaIndex_2-output-queryEngineToolLlamaIndex-QueryEngineTool-subQuestionQueryEngine_0-subQuestionQueryEngine_0-input-queryEngineTools-QueryEngineTool"
1201
        },
1202
        {
1203
            "source": "queryEngineToolLlamaIndex_1",
1204
            "sourceHandle": "queryEngineToolLlamaIndex_1-output-queryEngineToolLlamaIndex-QueryEngineTool",
1205
            "target": "subQuestionQueryEngine_0",
1206
            "targetHandle": "subQuestionQueryEngine_0-input-queryEngineTools-QueryEngineTool",
1207
            "type": "buttonedge",
1208
            "id": "queryEngineToolLlamaIndex_1-queryEngineToolLlamaIndex_1-output-queryEngineToolLlamaIndex-QueryEngineTool-subQuestionQueryEngine_0-subQuestionQueryEngine_0-input-queryEngineTools-QueryEngineTool"
1209
        },
1210
        {
1211
            "source": "chatOpenAI_LlamaIndex_1",
1212
            "sourceHandle": "chatOpenAI_LlamaIndex_1-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM",
1213
            "target": "subQuestionQueryEngine_0",
1214
            "targetHandle": "subQuestionQueryEngine_0-input-model-BaseChatModel_LlamaIndex",
1215
            "type": "buttonedge",
1216
            "id": "chatOpenAI_LlamaIndex_1-chatOpenAI_LlamaIndex_1-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex|BaseLLM-subQuestionQueryEngine_0-subQuestionQueryEngine_0-input-model-BaseChatModel_LlamaIndex"
1217
        },
1218
        {
1219
            "source": "openAIEmbedding_LlamaIndex_1",
1220
            "sourceHandle": "openAIEmbedding_LlamaIndex_1-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding",
1221
            "target": "subQuestionQueryEngine_0",
1222
            "targetHandle": "subQuestionQueryEngine_0-input-embeddings-BaseEmbedding_LlamaIndex",
1223
            "type": "buttonedge",
1224
            "id": "openAIEmbedding_LlamaIndex_1-openAIEmbedding_LlamaIndex_1-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding-subQuestionQueryEngine_0-subQuestionQueryEngine_0-input-embeddings-BaseEmbedding_LlamaIndex"
1225
        },
1226
        {
1227
            "source": "compactrefineLlamaIndex_0",
1228
            "sourceHandle": "compactrefineLlamaIndex_0-output-compactrefineLlamaIndex-CompactRefine|ResponseSynthesizer",
1229
            "target": "subQuestionQueryEngine_0",
1230
            "targetHandle": "subQuestionQueryEngine_0-input-responseSynthesizer-ResponseSynthesizer",
1231
            "type": "buttonedge",
1232
            "id": "compactrefineLlamaIndex_0-compactrefineLlamaIndex_0-output-compactrefineLlamaIndex-CompactRefine|ResponseSynthesizer-subQuestionQueryEngine_0-subQuestionQueryEngine_0-input-responseSynthesizer-ResponseSynthesizer"
1233
        }
1234
    ]
1235
}
1236