feat: add search example

[olbychos]

• Include a search example designed with UI and dynamic code integration.
• It can be an advanced version after UI updates involving input/output transformers.

[github-actions]

Coverage Report

File	Stmts	Miss	Cover	Missing
dynamiq
__init__.py	3	0	100%
dynamiq/cache
__init__.py	1	0	100%
codecs.py	11	2	81%	16, 27
config.py	14	1	92%	34
utils.py	26	0	100%
dynamiq/cache/backends
__init__.py	2	0	100%
base.py	23	5	78%	34, 47, 59, 72, 84
redis.py	16	4	75%	20, 22, 48, 59
dynamiq/cache/managers
__init__.py	2	0	100%
base.py	39	4	89%	117–118, 120, 146
workflow.py	28	2	92%	73–74
dynamiq/callbacks
__init__.py	3	0	100%
base.py	49	12	75%	19, 31, 43, 79, 115, 132, 168, 187, 205, 209–210, 212
streaming.py	55	15	72%	96, 126–127, 135, 160–161, 169–174, 182, 190–191
tracing.py	169	4	97%	64, 120, 485, 507
dynamiq/clients
__init__.py	1	0	100%
base.py	8	2	75%	5, 21
dynamiq/components
__init__.py	0	0	100%
serializers.py	27	9	66%	25, 40, 58, 70, 101, 120, 122, 134, 136
dynamiq/components/converters
__init__.py	0	0	100%
base.py	49	15	69%	43, 48–50, 53–54, 61–62, 64–65, 98, 102, 107, 118, 122
pptx.py	34	9	73%	59–61, 66, 96–97, 101–102, 104
pypdf.py	60	20	66%	71–72, 77, 100–102, 125–135, 137–138, 140
unstructured.py	116	51	56%	63, 69–70, 82–83, 90, 105–107, 109, 143, 194–195, 200, 220–221, 228–229, 232, 281–283, 285, 292–302, 304–305, 307, 312–325
utils.py	11	4	63%	23–25, 27
dynamiq/components/embedders
__init__.py	0	0	100%
base.py	71	6	91%	76, 80, 137–138, 159, 163
bedrock.py	18	4	77%	19, 26–28
cohere.py	18	2	88%	21, 29
huggingface.py	10	1	90%	19
mistral.py	10	1	90%	19
openai.py	16	2	87%	44, 51
watsonx.py	10	1	90%	19
dynamiq/components/retrievers
__init__.py	0	0	100%
chroma.py	19	2	89%	33–34
pinecone.py	17	2	88%	34–35
qdrant.py	17	2	88%	31–32
weaviate.py	19	2	89%	31–32
dynamiq/components/splitters
__init__.py	0	0	100%
document.py	55	10	81%	60, 63, 83, 88, 97, 118, 123–124, 126, 149
dynamiq/connections
__init__.py	2	0	100%
connections.py	352	46	86%	13–17, 99, 107, 118, 141, 478, 480, 582–583, 585–586, 590–591, 593–594, 607–608, 610, 638, 640, 652, 654–656, 697–698, 720–721, 727–729, 731–734, 736, 753–754, 791–792, 800, 908
managers.py	60	5	91%	70–71, 107, 167, 179
storages.py	14	1	92%	51
dynamiq/executors
__init__.py	0	0	100%
base.py	12	2	83%	35, 58
pool.py	60	11	81%	90, 111–112, 115, 163–164, 179, 192, 203–204, 215
dynamiq/flows
__init__.py	2	0	100%
base.py	25	1	96%	35
flow.py	127	31	75%	68, 75, 82, 116, 159–161, 246–247, 249, 268–269, 271, 274, 293–294, 297–298, 301–302, 304–305, 308–310, 312–316, 318
dynamiq/loaders
__init__.py	0	0	100%
yaml.py	299	90	69%	55, 58, 62–63, 66–69, 72, 97, 101, 112–113, 138, 145–146, 177, 204, 228, 231, 234, 237, 257–261, 264, 284–288, 291–292, 318–319, 324–325, 330–331, 373, 376–377, 388–391, 404–405, 443, 446, 449, 481, 485, 503–504, 588–589, 591–592, 596–599, 601, 606, 645, 648, 655, 663, 676–677, 709, 711, 714, 719, 746, 750, 754, 758–759, 812–813, 842, 891–895
dynamiq/memory
__init__.py	1	0	100%
memory.py	59	28	52%	17, 33–35, 50, 53, 56, 60–61, 67–77, 79, 83, 87–92
dynamiq/memory/backend
__init__.py	5	0	100%
base.py	18	5	72%	12, 17, 22, 27, 32
in_memory.py	70	46	34%	19–22, 26–27, 31, 35–39, 41–49, 51, 67–68, 76–81, 83–84, 88–89, 91–100, 104, 108
pinecone.py	82	63	23%	30–32, 34–38, 40–43, 47–48, 54, 58–61, 65–70, 74–75, 80, 88–90, 94–100, 106–108, 115–119, 123–128, 130, 132, 136–140, 144–147
qdrant.py	80	60	25%	26–28, 30–33, 36–37, 41–42, 48–49, 53–57, 67–68, 72–73, 79–82, 87–92, 99–102, 108, 110–112, 116–121, 123–125, 129–135, 139–142
sqlite.py	119	94	21%	50–51, 53–56, 60–61, 63–67, 69–71, 73, 75–76, 80–87, 91–96, 106, 108–109, 113–119, 124–125, 129–135, 137–138, 142–149, 153–156, 158–160, 162–164, 166–168, 171–173, 175–176, 178–182, 184–187, 189, 191–192, 194–195
dynamiq/nodes
__init__.py	2	0	100%
exceptions.py	13	1	92%	4
managers.py	12	7	41%	28–34
node.py	279	43	84%	212, 223, 240, 243, 246, 264, 474–476, 545–551, 553–558, 562, 564, 566, 736, 753–754, 757–758, 761–762, 764–765, 768–769, 771, 783–785, 804, 829, 834
types.py	23	0	100%
dynamiq/nodes/agents
__init__.py	4	0	100%
base.py	231	86	62%	80, 84–87, 93, 96–98, 123, 127, 164, 179–180, 186–190, 210, 212–213, 216, 223–225, 229–230, 235–239, 241–242, 244–247, 259–260, 264–266, 271, 275, 277, 283–287, 289–290, 306, 311, 344–345, 349–350, 354, 358, 362, 368–371, 375–377, 381, 383–384, 386–387, 389, 394–395, 402, 405, 409–410, 414–415, 419–420
exceptions.py	15	3	80%	7–8, 61
react.py	164	126	23%	192, 241, 282–283, 287–289, 291–294, 302, 306–307, 309–310, 312, 315–317, 324, 344–345, 347–348, 354, 356, 358–364, 367, 379, 381–382, 386–387, 389–394, 398–402, 404, 406–408, 411–412, 414–417, 419, 422, 426–428, 431–432, 434–437, 439–446, 448–450, 452–455, 457, 461–462, 464, 466, 475–476, 481, 483–489, 493, 495, 503–506, 508, 512–514, 518, 520, 528–538, 540
reflection.py	36	24	33%	43–44, 47–48, 51, 64–66, 68–71, 73, 76–77, 80–81, 83–85, 87–90
simple.py	3	0	100%
dynamiq/nodes/audio
__init__.py	2	0	100%
elevenlabs.py	76	6	92%	39, 41, 89, 127, 172, 214
whisper.py	47	8	82%	46, 72, 79–80, 82, 108, 124, 126
dynamiq/nodes/converters
__init__.py	4	0	100%
llm_text_extractor.py	173	121	30%	14, 49–53, 107–108, 114, 124, 132–134, 145–147, 175–177, 179, 187, 210–211, 213, 215–218, 225–226, 233–234, 236–239, 241–243, 245–246, 248–253, 255, 267, 269, 290, 292, 294–296, 298, 302, 326–327, 332, 334–335, 344, 348, 363, 370, 372–375, 389–390, 392–397, 410, 433–439, 442–443, 496, 498–500, 527–529, 531, 539, 562–563, 565, 567–570, 577–578, 585–586, 588–591, 593–594, 596–601, 603
pptx.py	31	1	96%	33
pypdf.py	32	1	96%	34
unstructured.py	39	1	97%	58
dynamiq/nodes/embedders
__init__.py	6	0	100%
bedrock.py	53	2	96%	48, 135
cohere.py	53	2	96%	48, 136
huggingface.py	53	2	96%	48, 137
mistral.py	53	2	96%	49, 137
openai.py	55	2	96%	53, 151
watsonx.py	53	2	96%	46, 130
dynamiq/nodes/llms
__init__.py	19	0	100%
ai21.py	9	1	88%	24
anthropic.py	8	1	87%	22
anyscale.py	9	1	88%	24
azureai.py	9	1	88%	24
base.py	91	4	95%	13, 164, 239, 241
bedrock.py	9	1	88%	24
cerebras.py	9	1	88%	24
cohere.py	8	3	62%	21–23
custom_llm.py	4	0	100%
deepinfra.py	9	1	88%	24
gemini.py	22	1	95%	45
groq.py	9	1	88%	24
huggingface.py	9	1	88%	24
mistral.py	9	1	88%	24
openai.py	8	1	87%	22
replicate.py	9	1	88%	24
sambanova.py	9	3	66%	23–25
togetherai.py	9	1	88%	24
watsonx.py	9	1	88%	24
dynamiq/nodes/operators
__init__.py	1	0	100%
operators.py	144	40	72%	158, 174, 176, 178, 180, 184–191, 193, 219–220, 222–224, 226–229, 231, 233–236, 238, 242, 266, 284–288, 290, 292–293, 295
dynamiq/nodes/retrievers
__init__.py	4	0	100%
chroma.py	37	0	100%
pinecone.py	41	0	100%
qdrant.py	37	0	100%
weaviate.py	37	0	100%
dynamiq/nodes/splitters
__init__.py	1	0	100%
document.py	30	0	100%
dynamiq/nodes/tools
__init__.py	8	0	100%
e2b_sandbox.py	135	102	24%	81–83, 85, 89–94, 98–100, 104–106, 110–112, 116–122, 126–127, 129–134, 137–139, 141, 143–144, 148–155, 159–161, 165–166, 168–172, 176, 178–179, 181–182, 184–189, 191, 193–204, 212–214, 216–226, 228–229, 233–236
firecrawl.py	68	36	47%	59–60, 64–65, 73–74, 76, 82, 86–87, 89–92, 94, 105–106, 110–111, 117–120, 123, 125, 127–134, 138, 150, 152
http_api_call.py	47	5	89%	69, 81, 90, 99–100
llm_summarizer.py	55	29	47%	92–94, 100, 110, 122–124, 141–142, 148–151, 171–173, 175–176, 180–181, 186–188, 192–193, 195, 197, 201
python.py	51	29	43%	39–41, 70–71, 84, 86–88, 90–91, 93, 95–96, 98, 154–156, 158–159, 161–165, 179, 193–195
scale_serp.py	61	44	27%	56–57, 59–64, 66–67, 76, 91, 95–96, 98–100, 102–103, 107, 109, 111–112, 117–120, 123, 125, 127, 129–135, 137, 142–143, 151, 153, 160, 162
tavily.py	58	33	43%	78–86, 88, 104, 108–109, 111–112, 125, 127–128, 133–136, 139, 141, 143, 145, 149–150, 157–158, 161, 171, 173
zenrows.py	35	19	45%	50, 55–56, 58–60, 62, 67, 69, 74–77, 80, 82–83, 85–86, 88
dynamiq/nodes/utils
__init__.py	1	0	100%
utils.py	11	0	100%
dynamiq/nodes/validators
__init__.py	5	0	100%
base.py	22	5	77%	37–40, 45
regex_match.py	14	1	92%	37
valid_choices.py	9	1	88%	31
valid_json.py	10	2	80%	27–28
valid_python.py	8	2	75%	23–24
dynamiq/nodes/writers
__init__.py	4	0	100%
chroma.py	27	10	62%	37–39, 43, 47, 66–67, 69, 71–72
pinecone.py	29	1	96%	39
qdrant.py	28	1	96%	38
weaviate.py	29	11	62%	38–40, 44, 48, 66–67, 69, 71–72, 74
dynamiq/prompts
__init__.py	1	0	100%
prompts.py	84	15	82%	98, 141, 154, 197–201, 206–207, 216–217, 221, 223, 230
dynamiq/runnables
__init__.py	1	0	100%
base.py	45	1	97%	145
dynamiq/storages
__init__.py	0	0	100%
dynamiq/storages/vector
__init__.py	4	0	100%
base.py	5	0	100%
exceptions.py	6	0	100%
policies.py	6	0	100%
utils.py	2	0	100%
dynamiq/storages/vector/chroma
__init__.py	1	0	100%
chroma.py	186	149	19%	10–11, 56–57, 62, 71, 89–91, 94, 96, 98–99, 101–102, 104, 106, 117–119, 123–124, 128, 140–141, 143–144, 154–155, 176–177, 183–184, 192, 237–239, 241–244, 246, 248, 252, 261–262, 284–285, 288–289, 292, 294–295, 298–300, 302–304, 306, 308–315, 317–319, 321–323, 325–327, 329, 338–341, 343–358, 360–361, 363–364, 366, 382–384, 387, 389, 402–403, 407, 423–425, 427, 429–430, 432, 446–449, 451–454, 459–460, 462–463, 465–466, 468–469, 471, 485–488, 490–491, 496–497, 499–500, 502–503, 505–506
dynamiq/storages/vector/pinecone
__init__.py	1	0	100%
filters.py	95	80	15%	22–24, 26–28, 45–50, 52–53, 55–56, 58–59, 75, 78, 80–88, 93, 95, 97, 114–116, 120, 122, 139–141, 145, 147, 164–166, 170, 172, 189–191, 195, 197, 214–216, 220, 222, 239–241, 245, 247, 264–265, 268, 270–273, 277, 279, 296–298, 300–303, 307, 309
pinecone.py	127	56	55%	12, 63, 86–88, 96, 113–115, 120, 124–125, 135–137, 139–140, 144, 156, 160, 166–167, 169–170, 180–181, 194–196, 198–200, 202–204, 206, 213, 215–216, 225–226, 229–231, 247–248, 275–277, 280–281, 287–288, 290, 319–320
dynamiq/storages/vector/qdrant
__init__.py	1	0	100%
converters.py	41	13	68%	26, 28–30, 32–35, 67–68, 70–71, 75
filters.py	133	33	75%	61–62, 65–66, 80–81, 91–92, 99, 111, 177–178, 186–187, 217–218, 227, 233–234, 261–262, 277, 282–283, 288, 293–294, 299, 304–305, 310, 315–316
qdrant.py	266	75	71%	29, 239, 255, 279, 283, 301–302, 305, 334–335, 349–350, 390–391, 455, 495, 528–529, 533, 535–538, 550, 554–559, 601–604, 606–607, 643–644, 648, 650, 652–653, 676–678, 680, 682, 698–699, 704, 757–758, 770, 772, 777–778, 786, 788–789, 794, 796–798, 800–801, 803–804, 810, 812–813, 819, 852, 854, 906–907
dynamiq/storages/vector/weaviate
__init__.py	1	0	100%
filters.py	126	105	16%	22–24, 26–28, 56–63, 65, 87–92, 94–99, 101–105, 107–108, 121–126, 140–142, 156–157, 159, 178–184, 188–189, 206–212, 216–217, 234–240, 244–245, 262–268, 272–273, 290–292, 294, 311–315, 343, 345, 351, 353–360, 362, 377–378
weaviate.py	165	127	23%	17–18, 57–59, 67–68, 70, 80–81, 90–91, 103–105, 107–108, 110–111, 113, 125–126, 128, 130–133, 135, 137–139, 141–145, 147–148, 150, 158, 160, 172–174, 177–180, 195, 197–200, 203–204, 211–216, 228–229, 231–232, 244–245, 249–251, 267–271, 273, 279–284, 286, 292, 294, 311–316, 318, 321, 323–324, 330–337, 352–353, 355, 368–371, 373–375, 386–387, 389, 398–399, 418–419, 429, 457–459, 461–462, 473
dynamiq/types
__init__.py	1	0	100%
document.py	16	0	100%
streaming.py	31	3	90%	48, 56, 84
dynamiq/utils
__init__.py	2	0	100%
duration.py	11	3	72%	42–43, 45
env.py	7	0	100%
jsonpath.py	46	14	69%	18–19, 41, 43, 50–51, 55, 59–61, 84, 94–96
logger.py	10	0	100%
utils.py	62	11	82%	32, 34, 94–100, 150–151
dynamiq/workflow
__init__.py	1	0	100%
workflow.py	67	17	74%	15, 31, 34, 55, 57–58, 61–63, 65, 82–83, 86, 91–94
examples
__init__.py	0	0	100%
examples/rag
__init__.py	0	0	100%
dag_yaml.py	37	8	78%	65–67, 74–75, 81, 86, 88
utils.py	19	0	100%
tests
__init__.py	0	0	100%
conftest.py	78	1	98%	83
tests/integration
__init__.py	0	0	100%
tests/integration/flows
__init__.py	0	0	100%
tests/integration/nodes
__init__.py	0	0	100%
tests/integration/nodes/audio
__init__.py	0	0	100%
tests/integration/nodes/llms
__init__.py	0	0	100%
tests/integration/nodes/operators
__init__.py	0	0	100%
tests/integration/nodes/tools
__init__.py	0	0	100%
tests/integration/nodes/validators
__init__.py	0	0	100%
tests/integration_with_creds
__init__.py	0	0	100%
TOTAL	6935	2224	67%

Tests	Skipped	Failures	Errors	Time
186	0 💤	0 ❌	0 🔥	33.291s ⏱️