/ docs-website / versioned_sidebars / version-2.24-sidebars.json
version-2.24-sidebars.json
  1  {
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  7      },
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 13          "overview/get-started",
 14          "overview/faq",
 15          "overview/telemetry",
 16          "overview/breaking-change-policy",
 17          "overview/migration",
 18          "overview/migrating-from-langgraphlangchain-to-haystack"
 19        ]
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 34              "concepts/agents/state"
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 43            },
 44            "items": [
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 46              "concepts/components/supercomponents"
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 55            },
 56            "items": [
 57              "concepts/pipelines/creating-pipelines",
 58              "concepts/pipelines/serialization",
 59              "concepts/pipelines/visualizing-pipelines",
 60              "concepts/pipelines/debugging-pipelines",
 61              "concepts/pipelines/pipeline-breakpoints",
 62              "concepts/pipelines/pipeline-loops",
 63              "concepts/pipelines/pipeline-templates",
 64              "concepts/pipelines/asyncpipeline",
 65              "concepts/pipelines/smart-pipeline-connections"
 66            ]
 67          },
 68          {
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104          "document-stores/astradocumentstore",
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106          "document-stores/chromadocumentstore",
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130          "document-stores/pgvectordocumentstore",
131          "document-stores/pinecone-document-store",
132          "document-stores/qdrant-document-store",
133          "document-stores/valkeydocumentstore",
134          "document-stores/weaviatedocumentstore"
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146              "pipeline-components/agents-1/human-in-the-loop"
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158              "pipeline-components/audio/remotewhispertranscriber",
159              "pipeline-components/audio/external-integrations-audio"
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170              "pipeline-components/builders/answerbuilder",
171              "pipeline-components/builders/chatpromptbuilder",
172              "pipeline-components/builders/promptbuilder"
173            ]
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179              "pipeline-components/caching/cachechecker"
180            ]
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191              "pipeline-components/classifiers/transformerszeroshotdocumentclassifier"
192            ]
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200            },
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202              "pipeline-components/connectors/githubfileeditor",
203              "pipeline-components/connectors/githubissuecommenter",
204              "pipeline-components/connectors/githubissueviewer",
205              "pipeline-components/connectors/githubprcreator",
206              "pipeline-components/connectors/githubrepoforker",
207              "pipeline-components/connectors/githubrepoviewer",
208              "pipeline-components/connectors/jinareaderconnector",
209              "pipeline-components/connectors/langfuseconnector",
210              "pipeline-components/connectors/openapiconnector",
211              "pipeline-components/connectors/openapiserviceconnector",
212              "pipeline-components/connectors/weaveconnector",
213              "pipeline-components/connectors/external-integrations-connectors"
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225              "pipeline-components/converters/azureocrdocumentconverter",
226              "pipeline-components/converters/csvtodocument",
227              "pipeline-components/converters/documenttoimagecontent",
228              "pipeline-components/converters/docxtodocument",
229              "pipeline-components/converters/htmltodocument",
230              "pipeline-components/converters/imagefiletodocument",
231              "pipeline-components/converters/imagefiletoimagecontent",
232              "pipeline-components/converters/jsonconverter",
233              "pipeline-components/converters/markdowntodocument",
234              "pipeline-components/converters/mistralocrdocumentconverter",
235              "pipeline-components/converters/msgtodocument",
236              "pipeline-components/converters/multifileconverter",
237              "pipeline-components/converters/openapiservicetofunctions",
238              "pipeline-components/converters/outputadapter",
239              "pipeline-components/converters/paddleocrvldocumentconverter",
240              "pipeline-components/converters/pdfminertodocument",
241              "pipeline-components/converters/pdftoimagecontent",
242              "pipeline-components/converters/pptxtodocument",
243              "pipeline-components/converters/pypdftodocument",
244              "pipeline-components/converters/textfiletodocument",
245              "pipeline-components/converters/tikadocumentconverter",
246              "pipeline-components/converters/unstructuredfileconverter",
247              "pipeline-components/converters/xlsxtodocument",
248              "pipeline-components/converters/external-integrations-converters"
249            ]
250          },
251          {
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256            ]
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263              "id": "pipeline-components/embedders"
264            },
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266              "pipeline-components/embedders/choosing-the-right-embedder",
267              "pipeline-components/embedders/amazonbedrockdocumentembedder",
268              "pipeline-components/embedders/amazonbedrockdocumentimageembedder",
269              "pipeline-components/embedders/amazonbedrocktextembedder",
270              "pipeline-components/embedders/azureopenaidocumentembedder",
271              "pipeline-components/embedders/azureopenaitextembedder",
272              "pipeline-components/embedders/coheredocumentembedder",
273              "pipeline-components/embedders/coheredocumentimageembedder",
274              "pipeline-components/embedders/coheretextembedder",
275              "pipeline-components/embedders/fastembeddocumentembedder",
276              "pipeline-components/embedders/fastembedsparsedocumentembedder",
277              "pipeline-components/embedders/fastembedsparsetextembedder",
278              "pipeline-components/embedders/fastembedtextembedder",
279              "pipeline-components/embedders/googlegenaidocumentembedder",
280              "pipeline-components/embedders/googlegenaitextembedder",
281              "pipeline-components/embedders/huggingfaceapidocumentembedder",
282              "pipeline-components/embedders/huggingfaceapitextembedder",
283              "pipeline-components/embedders/jinadocumentembedder",
284              "pipeline-components/embedders/jinadocumentimageembedder",
285              "pipeline-components/embedders/jinatextembedder",
286              "pipeline-components/embedders/mistraldocumentembedder",
287              "pipeline-components/embedders/mistraltextembedder",
288              "pipeline-components/embedders/nvidiadocumentembedder",
289              "pipeline-components/embedders/nvidiatextembedder",
290              "pipeline-components/embedders/ollamadocumentembedder",
291              "pipeline-components/embedders/ollamatextembedder",
292              "pipeline-components/embedders/openaidocumentembedder",
293              "pipeline-components/embedders/openaitextembedder",
294              "pipeline-components/embedders/optimumdocumentembedder",
295              "pipeline-components/embedders/optimumtextembedder",
296              "pipeline-components/embedders/sentencetransformersdocumentembedder",
297              "pipeline-components/embedders/sentencetransformersdocumentimageembedder",
298              "pipeline-components/embedders/sentencetransformerssparsedocumentembedder",
299              "pipeline-components/embedders/sentencetransformerssparsetextembedder",
300              "pipeline-components/embedders/sentencetransformerstextembedder",
301              "pipeline-components/embedders/stackitdocumentembedder",
302              "pipeline-components/embedders/stackittextembedder",
303              "pipeline-components/embedders/vertexaidocumentembedder",
304              "pipeline-components/embedders/vertexaitextembedder",
305              "pipeline-components/embedders/watsonxdocumentembedder",
306              "pipeline-components/embedders/watsonxtextembedder",
307              "pipeline-components/embedders/external-integrations-embedders"
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319              "pipeline-components/evaluators/contextrelevanceevaluator",
320              "pipeline-components/evaluators/deepevalevaluator",
321              "pipeline-components/evaluators/documentmapevaluator",
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326              "pipeline-components/evaluators/llmevaluator",
327              "pipeline-components/evaluators/ragasevaluator",
328              "pipeline-components/evaluators/sasevaluator",
329              "pipeline-components/evaluators/external-integrations-evaluators"
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341              "pipeline-components/extractors/llmmetadataextractor",
342              "pipeline-components/extractors/namedentityextractor",
343              "pipeline-components/extractors/regextextextractor"
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355              "pipeline-components/fetchers/external-integrations-fetchers"
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371                  "pipeline-components/generators/guides-to-generators/function-calling",
372                  "pipeline-components/generators/guides-to-generators/generators-vs-chat-generators"
373                ]
374              },
375              "pipeline-components/generators/amazonbedrockchatgenerator",
376              "pipeline-components/generators/amazonbedrockgenerator",
377              "pipeline-components/generators/aimllapichatgenerator",
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379              "pipeline-components/generators/anthropicgenerator",
380              "pipeline-components/generators/anthropicvertexchatgenerator",
381              "pipeline-components/generators/azureopenaichatgenerator",
382              "pipeline-components/generators/azureopenaigenerator",
383              "pipeline-components/generators/azureopenairesponseschatgenerator",
384              "pipeline-components/generators/coherechatgenerator",
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386              "pipeline-components/generators/cometapichatgenerator",
387              "pipeline-components/generators/dalleimagegenerator",
388              "pipeline-components/generators/fallbackchatgenerator",
389              "pipeline-components/generators/googleaigeminichatgenerator",
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391              "pipeline-components/generators/googlegenaichatgenerator",
392              "pipeline-components/generators/huggingfaceapichatgenerator",
393              "pipeline-components/generators/huggingfaceapigenerator",
394              "pipeline-components/generators/huggingfacelocalchatgenerator",
395              "pipeline-components/generators/huggingfacelocalgenerator",
396              "pipeline-components/generators/llamacppchatgenerator",
397              "pipeline-components/generators/llamacppgenerator",
398              "pipeline-components/generators/llamastackchatgenerator",
399              "pipeline-components/generators/metallamachatgenerator",
400              "pipeline-components/generators/mistralchatgenerator",
401              "pipeline-components/generators/nvidiachatgenerator",
402              "pipeline-components/generators/nvidiagenerator",
403              "pipeline-components/generators/ollamachatgenerator",
404              "pipeline-components/generators/ollamagenerator",
405              "pipeline-components/generators/openaichatgenerator",
406              "pipeline-components/generators/openaigenerator",
407              "pipeline-components/generators/openairesponseschatgenerator",
408              "pipeline-components/generators/openrouterchatgenerator",
409              "pipeline-components/generators/sagemakergenerator",
410              "pipeline-components/generators/stackitchatgenerator",
411              "pipeline-components/generators/togetheraichatgenerator",
412              "pipeline-components/generators/togetheraigenerator",
413              "pipeline-components/generators/vertexaicodegenerator",
414              "pipeline-components/generators/vertexaigeminichatgenerator",
415              "pipeline-components/generators/vertexaigeminigenerator",
416              "pipeline-components/generators/vertexaiimagecaptioner",
417              "pipeline-components/generators/vertexaiimagegenerator",
418              "pipeline-components/generators/vertexaiimageqa",
419              "pipeline-components/generators/vertexaitextgenerator",
420              "pipeline-components/generators/watsonxchatgenerator",
421              "pipeline-components/generators/watsonxgenerator",
422              "pipeline-components/generators/external-integrations-generators"
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434              "pipeline-components/joiners/branchjoiner",
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437              "pipeline-components/joiners/stringjoiner"
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449              "pipeline-components/preprocessors/csvdocumentcleaner",
450              "pipeline-components/preprocessors/csvdocumentsplitter",
451              "pipeline-components/preprocessors/documentcleaner",
452              "pipeline-components/preprocessors/documentpreprocessor",
453              "pipeline-components/preprocessors/documentsplitter",
454              "pipeline-components/preprocessors/hierarchicaldocumentsplitter",
455              "pipeline-components/preprocessors/recursivesplitter",
456              "pipeline-components/preprocessors/textcleaner"
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475              "pipeline-components/rankers/amazonbedrockranker",
476              "pipeline-components/rankers/cohereranker",
477              "pipeline-components/rankers/fastembedranker",
478              "pipeline-components/rankers/huggingfaceteiranker",
479              "pipeline-components/rankers/jinaranker",
480              "pipeline-components/rankers/lostinthemiddleranker",
481              "pipeline-components/rankers/metafieldgroupingranker",
482              "pipeline-components/rankers/metafieldranker",
483              "pipeline-components/rankers/nvidiaranker",
484              "pipeline-components/rankers/pyversityranker",
485              "pipeline-components/rankers/sentencetransformersdiversityranker",
486              "pipeline-components/rankers/sentencetransformerssimilarityranker",
487              "pipeline-components/rankers/transformerssimilarityranker",
488              "pipeline-components/rankers/external-integrations-rankers"
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511              "pipeline-components/retrievers/automergingretriever",
512              "pipeline-components/retrievers/azureaisearchbm25retriever",
513              "pipeline-components/retrievers/azureaisearchembeddingretriever",
514              "pipeline-components/retrievers/azureaisearchhybridretriever",
515              "pipeline-components/retrievers/chromaembeddingretriever",
516              "pipeline-components/retrievers/chromaqueryretriever",
517              "pipeline-components/retrievers/elasticsearchbm25retriever",
518              "pipeline-components/retrievers/elasticsearchembeddingretriever",
519              "pipeline-components/retrievers/filterretriever",
520              "pipeline-components/retrievers/inmemorybm25retriever",
521              "pipeline-components/retrievers/inmemoryembeddingretriever",
522              "pipeline-components/retrievers/mongodbatlasembeddingretriever",
523              "pipeline-components/retrievers/mongodbatlasfulltextretriever",
524              "pipeline-components/retrievers/multiqueryembeddingretriever",
525              "pipeline-components/retrievers/multiquerytextretriever",
526              "pipeline-components/retrievers/opensearchbm25retriever",
527              "pipeline-components/retrievers/opensearchembeddingretriever",
528              "pipeline-components/retrievers/opensearchhybridretriever",
529              "pipeline-components/retrievers/pgvectorembeddingretriever",
530              "pipeline-components/retrievers/pgvectorkeywordretriever",
531              "pipeline-components/retrievers/pineconedenseretriever",
532              "pipeline-components/retrievers/qdrantembeddingretriever",
533              "pipeline-components/retrievers/qdranthybridretriever",
534              "pipeline-components/retrievers/qdrantsparseembeddingretriever",
535              "pipeline-components/retrievers/sentencewindowretrieval",
536              "pipeline-components/retrievers/snowflaketableretriever",
537              "pipeline-components/retrievers/valkeyembeddingretriever",
538              "pipeline-components/retrievers/weaviatebm25retriever",
539              "pipeline-components/retrievers/weaviateembeddingretriever",
540              "pipeline-components/retrievers/weaviatehybridretriever"
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552              "pipeline-components/routers/documentlengthrouter",
553              "pipeline-components/routers/documenttyperouter",
554              "pipeline-components/routers/filetyperouter",
555              "pipeline-components/routers/llmmessagesrouter",
556              "pipeline-components/routers/metadatarouter",
557              "pipeline-components/routers/textlanguagerouter",
558              "pipeline-components/routers/transformerstextrouter",
559              "pipeline-components/routers/transformerszeroshottextrouter"
560            ]
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566              "pipeline-components/samplers/toppsampler"
567            ]
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573              "pipeline-components/tools/toolinvoker"
574            ]
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576          {
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580              "pipeline-components/validators/jsonschemavalidator"
581            ]
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592              "pipeline-components/websearch/serperdevwebsearch",
593              "pipeline-components/websearch/external-integrations-websearch"
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608        "items": [
609          "tools/tool",
610          "tools/componenttool",
611          "tools/pipelinetool",
612          "tools/toolset",
613          "tools/mcptool",
614          "tools/mcptoolset",
615          {
616            "type": "category",
617            "label": "Ready-made Tools",
618            "items": [
619              "tools/ready-made-tools/githubfileeditortool",
620              "tools/ready-made-tools/githubissuecommentertool",
621              "tools/ready-made-tools/githubissueviewertool",
622              "tools/ready-made-tools/githubprcreatortool",
623              "tools/ready-made-tools/githubrepoviewertool"
624            ]
625          }
626        ]
627      },
628      {
629        "type": "category",
630        "label": "Optimization",
631        "items": [
632          {
633            "type": "category",
634            "label": "Evaluation",
635            "link": {
636              "type": "doc",
637              "id": "optimization/evaluation"
638            },
639            "items": [
640              "optimization/evaluation/model-based-evaluation",
641              "optimization/evaluation/statistical-evaluation"
642            ]
643          },
644          {
645            "type": "category",
646            "label": "Advanced RAG Techniques",
647            "link": {
648              "type": "doc",
649              "id": "optimization/advanced-rag-techniques"
650            },
651            "items": [
652              "optimization/advanced-rag-techniques/hypothetical-document-embeddings-hyde"
653            ]
654          }
655        ]
656      },
657      {
658        "type": "category",
659        "label": "Development",
660        "items": [
661          "development/logging",
662          "development/tracing",
663          "development/enabling-gpu-acceleration",
664          "development/hayhooks",
665          {
666            "type": "category",
667            "label": "Deployment",
668            "link": {
669              "type": "doc",
670              "id": "development/deployment"
671            },
672            "items": [
673              "development/deployment/docker",
674              "development/deployment/kubernetes",
675              "development/deployment/openshift"
676            ]
677          },
678          "development/external-integrations-development"
679        ]
680      }
681    ]
682  }