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Paper Citation Record · LEDGER

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services

As of 17 August 2026, this Paper Citation Record lists 100 of 288 outbound references and 1 inbound Pith citation observation for arXiv:2412.06044.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.06044 v1

Coverage vector

measured 100 of 288 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:06:53.796501Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:37:23.317624Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

100 of 288 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved95
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

5
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation 7e30a7d2-82df-46c8-962c-7d2a3f201383 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 1

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source=pdf_text observed=2026-08-11T20:06:53.200411Z digest=sha256:d735d00993adfbd174d357139ba79b23339927d4f696f8805cd745aa87b8ec65

Observation 67ba98b7-f969-45c8-926f-ba787ebc3535 · outbound

This paper cites Language Models are Few-Shot Learners.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Language Models are Few-Shot Learners

Reference 2

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source=pdf_text observed=2026-08-11T20:06:53.206697Z digest=sha256:dde2ea499c0972b7b12317abdcb10e05017f37bcb33606e21746d4153050c456

Observation 5206f139-2728-4b22-99b3-5bf1cee6ddaf · outbound

This paper cites GPT-4 Technical Report.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services GPT-4 Technical Report

Reference 3

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source=pdf_text observed=2026-08-11T20:06:53.213609Z digest=sha256:82b4757c8cdebd76bd9da93a23dd2d5eeab55749beaf2000f5e97219cae2c02f

Observation 992f0ae9-8064-4617-b433-ba2dabc92688 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Gemini: A Family of Highly Capable Multimodal Models

Reference 4

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source=pdf_text observed=2026-08-11T20:06:53.221571Z digest=sha256:ceabdcad40e6f882f7ae5ae30a8fad77f4bfda2e8ce81fff9ed761c588dc28a3

Observation efeaf358-1d8d-4fd1-bce3-4ecae93fca35 · outbound

This paper cites Grand View.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Grand View

Reference 5

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source=pdf_text observed=2026-08-11T20:06:53.232245Z digest=sha256:a4713217c4b598ca91298bf2e895553fb16f29554436e86c8d1f090c75f36791

Observation bc6cc150-6a8f-4226-a78d-02d6ea53f13b · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 6

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source=pdf_text observed=2026-08-11T20:06:53.237752Z digest=sha256:3dc92270bad8da0cada338e5ec26c5d1c19fb222a45568e4967729387e54d023

Observation 89018617-ae97-4adf-ae21-1820e2f6908f · outbound

This paper cites Improving Image Captioning with Better Use of Captions.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Improving Image Captioning with Better Use of Captions

Reference 7

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Observation b9aac87c-b84d-4d26-bfc8-56a4e7cdbacf · outbound

This paper cites Arksey and L.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Arksey and L

Reference 8

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source=pdf_text observed=2026-08-11T20:06:53.248035Z digest=sha256:ae3dc949c7c82d3363d536477f2ef0ce5b840f711c9e67409c5c718033867b1a

Observation 75679b02-a7b4-4269-ac7f-cb05ef1a26b0 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 9

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source=pdf_text observed=2026-08-11T20:06:53.253702Z digest=sha256:288ed8cb7f5bdd15c1e9b4ff8a074b2f2e687ff33fe9cf95440b1a53d17d4075

Observation 4818c7e7-6f43-48b2-ad7e-a7f605541e65 · outbound

This paper cites LeCun, Y.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services LeCun, Y

Reference 10

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source=pdf_text observed=2026-08-11T20:06:53.258804Z digest=sha256:fc5f5781a15d4df78a24a94fe3467af147155de218d6acccc208874c4ece749e

Observation 10f072bb-9a43-4c40-a0c9-ca3056f7feb9 · outbound

This paper cites Multimodal Deep Learning.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Multimodal Deep Learning

Reference 11

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source=pdf_text observed=2026-08-11T20:06:53.263889Z digest=sha256:7a3f9e494bc4f3168a934f9190cf8cc449de39c6ae6eff92f672ce0e57019048

Observation a463aeb5-ad4b-46c1-adb8-b88126516ad4 · outbound

This paper cites Newell, J.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Newell, J

Reference 12

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source=pdf_text observed=2026-08-11T20:06:53.269940Z digest=sha256:8a3ecd6c2f8659c95d8d681785469414f9102b3216e4a4e4f228c14025c20714

Observation 076d4ec1-800b-463e-bb45-b04c8364d4c5 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-11T20:06:53.274813Z digest=sha256:d166621a8df389769423065b05e0118b30248d92ae5fb5bab3200c8ebeb9040e

Observation e5916ddd-61fa-4fb5-bfe1-74de4b269743 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-11T20:06:53.279808Z digest=sha256:e449b95555800a82b53dc11cc2785cf3f3ab8fda66893efddf520147c93e0cf2

Observation 681c1931-0133-4410-8186-a8648f65b2dd · outbound

This paper cites Goodfellow et al.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Goodfellow et al

Reference 15

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source=pdf_text observed=2026-08-11T20:06:53.285108Z digest=sha256:acf13d20018d94a706896612026b4969dfcd09f9fe0c2a0c9e25948df00abc8c

Observation 174f5ad3-afa9-4d08-be4a-00706ff11d5b · outbound

This paper cites Attention Is All You Need.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Attention Is All You Need

Reference 16

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source=pdf_text observed=2026-08-11T20:06:53.290354Z digest=sha256:f1c9c353a8c5a4740eb181021d36873f98fd1ce1673bb4eaa24ce96c69a0ba15

Observation d5842562-1a1d-4491-b4b4-21c6b10592b1 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 17

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source=pdf_text observed=2026-08-11T20:06:53.296734Z digest=sha256:3e2cdad92b149f39f3db17c3159d656d37ce031f782ab82f61299cacd7e8318f

Observation 826a9b10-5c91-4aed-8401-c20014fc805d · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 18

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source=pdf_text observed=2026-08-11T20:06:53.303242Z digest=sha256:2ec370d2bb12b1c973b5c5f7c05d938a28838959a8df914fa8940b73d0ce4bed

Observation 5761f6cc-1a5c-44cf-bb7e-3cf28f0024d1 · outbound

This paper cites Rombach, A.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Rombach, A

Reference 19

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source=pdf_text observed=2026-08-11T20:06:53.310763Z digest=sha256:14398f67f71d0254419aea79ea2ca6da8b869d8514dfa10c9a75b8c715287d2c

Observation 00189661-d6de-4e6b-a683-b73d93bf79da · outbound

This paper cites ”Hello GPT-4: OpenAI 's Latest Language Model.” https://openai.com/index/ hello-gpt-4o/ (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Hello GPT-4: OpenAI 's Latest Language Model.” https://openai.com/index/ hello-gpt-4o/ (accessed

Reference 20

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source=pdf_text observed=2026-08-11T20:06:53.316637Z digest=sha256:91e4d185361cc4c84e224f9a7380378167e1c87e70011b1d2b073684323dc721

Observation 49eaf77b-df4b-4ef0-93bd-9315416b750e · outbound

This paper cites The Llama 3 Herd of Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services The Llama 3 Herd of Models

Reference 21

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source=pdf_text observed=2026-08-11T20:06:53.323312Z digest=sha256:332838aa001a71f77873eb4ff7a82f3317cb2b15de5c7031990c87f4f072ab30

Observation 2855b90e-c332-4177-be2c-48f100977486 · outbound

This paper cites ”Meta LLaMA 3: Advancing Open-Source Language Models.” https://ai.meta.com/blog/ meta-llama-3/ (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Meta LLaMA 3: Advancing Open-Source Language Models.” https://ai.meta.com/blog/ meta-llama-3/ (accessed

Reference 22

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source=pdf_text observed=2026-08-11T20:06:53.329884Z digest=sha256:3a379f033bed32cbda9365d30a18bc6c93750f314026846539fdb17b7e9ad2d8

Observation f026a1e1-aa55-4584-86db-dfa4289478d6 · outbound

This paper cites Gunter et al., ”Apple intelligence foundation language models,” arXiv preprint arXiv:2407.21075, 2024.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Gunter et al., ”Apple intelligence foundation language models,” arXiv preprint arXiv:2407.21075, 2024

Reference 23

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source=pdf_text observed=2026-08-11T20:06:53.336934Z digest=sha256:6c7cfb02c034fd5ed93fb360064e2591c4b6baa93af800bd5f9e4835969633a9

Observation 656e2c48-3353-497d-9112-18acca46af42 · outbound

This paper cites Available: https://www.datacamp.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Available: https://www.datacamp

Reference 24

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source=pdf_text observed=2026-08-11T20:06:53.342923Z digest=sha256:41ed968f3484e282972f60016a7649346eecb81ea942b24939b97d6ac855e6b0

Observation bb1bde39-10eb-45b1-9915-ce7907658489 · outbound

This paper cites ”Claude 3.5 Sonnet: Advancing Conversational AI with Ethical AI Principles.” https: //www.anthropic.com/news/claude-3-5-sonnet (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Claude 3.5 Sonnet: Advancing Conversational AI with Ethical AI Principles.” https: //www.anthropic.com/news/claude-3-5-sonnet (accessed

Reference 25

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source=pdf_text observed=2026-08-11T20:06:53.349385Z digest=sha256:0d54e2a6c1c6cdc7fb8f8e69752697e72b853e37fa903b1ac70b64ce586a156b

Observation 4ceec67a-4f2f-4f12-ae5f-ba4aed55bcb7 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 26

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source=pdf_text observed=2026-08-11T20:06:53.355781Z digest=sha256:837413a9408aef0bb35bef755ac9e3b94f1820dedfdef5e66e7f0e0fa4532fa1

Observation 7e4aeb54-0c6c-4e04-9a01-8b8fc33e3b5c · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 27

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source=pdf_text observed=2026-08-11T20:06:53.362782Z digest=sha256:9ebfe96e8a7dbd7cc11184724e609aacf31f23d0d0f14bba77869cfd5b1040ea

Observation 6a5043b1-b33e-4823-8d0c-afa534fe93af · outbound

This paper cites The Llama 3 Herd of Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services The Llama 3 Herd of Models

Reference 28

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source=pdf_text observed=2026-08-11T20:06:53.368575Z digest=sha256:4487675e6130823bc86ebfdd04f173ad3f66bbc795de669d59a52da0baad5e2c

Observation ede47404-2e40-48f9-90c8-64dd8c215e22 · outbound

This paper cites The Cost of Training NLP Models: A Concise Overview.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services The Cost of Training NLP Models: A Concise Overview

Reference 29

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source=pdf_text observed=2026-08-11T20:06:53.373149Z digest=sha256:481528139229003fc9500cadb8750df241a5d0025f61d6322b968472d6dabe3e

Observation 81c89a57-e218-42a3-9237-b5ef750022b2 · outbound

This paper cites GPT-4 Technical Report.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services GPT-4 Technical Report

Reference 30

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source=pdf_text observed=2026-08-11T20:06:53.378177Z digest=sha256:82ef8b9891bf79918c72aa5d9fd1c3df13383a8ea8c19fbee992306785bfbc20

Observation c30da7d6-2485-4feb-af74-7874c5289620 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services LoRA: Low-Rank Adaptation of Large Language Models

Reference 31

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source=pdf_text observed=2026-08-11T20:06:53.383178Z digest=sha256:430d4e646d317b5a8566c330aec3c25db7559c84e8e8abe46aae6f9174453060

Observation b52e354b-d706-4db8-a0ec-fab69722f702 · outbound

This paper cites Houlsby et al.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Houlsby et al

Reference 32

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source=pdf_text observed=2026-08-11T20:06:53.387559Z digest=sha256:63188e10f7d5def38ffa003abc49eb43a5183a591a2a97b0e2de8d3d00909e09

Observation 9e68b799-ee35-42d0-b160-3fd0aa359669 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Distilling the Knowledge in a Neural Network

Reference 33

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source=pdf_text observed=2026-08-11T20:06:53.393846Z digest=sha256:7b75c1614623a4e4650d4e69448318477187426e8b6d9a70202fbf0d51d1c759

Observation 53601a34-f273-4128-ad4c-a3172bd3e667 · outbound

This paper cites Large Language Models Encode Clinical Knowledge.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Large Language Models Encode Clinical Knowledge

Reference 34

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source=pdf_text observed=2026-08-11T20:06:53.399298Z digest=sha256:9dd94d088df8f26b206c231101d58f98ab2bcc76a017623a8fa0c32f2ffd9066

Observation 22e3631b-0a8c-4164-89d4-4c61372574d4 · outbound

This paper cites Jumper et al.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Jumper et al

Reference 35

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source=pdf_text observed=2026-08-11T20:06:53.406241Z digest=sha256:bfd9a0661b9b8b5b4fd14ad8005e5bf7d5d4ac00ec0772b936b15369e58e4609

Observation 59655936-d15c-40ca-943c-eb5f449822f1 · outbound

This paper cites Le Scao et al.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Le Scao et al

Reference 36

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source=pdf_text observed=2026-08-11T20:06:53.410939Z digest=sha256:1b1381afce2f87300c31d5b3e4dbd56ed8271d0204c11f13cd5edfa616958a12

Observation 2075a798-d0dd-45f3-9953-51f7afea6470 · outbound

This paper cites Hochreiter and J.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Hochreiter and J

Reference 37

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source=pdf_text observed=2026-08-11T20:06:53.415603Z digest=sha256:21c1d627e33465f4c319d0fb7c13a3c8e2048699d604c669ef71727dd19fb441

Observation e1d00788-d6e7-4fe8-a33e-ff3062a05ed9 · outbound

This paper cites Bengio, P.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Bengio, P

Reference 38

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Observation d62313e2-f472-4c86-bbfb-542ee82d51c1 · outbound

This paper cites Mission, ”RAG & Generative AI: Enhancing AI Solutions with Retrieval-Augmented Generation,”.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Mission, ”RAG & Generative AI: Enhancing AI Solutions with Retrieval-Augmented Generation,”

Reference 39

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Observation ce5d0257-c7d7-4158-8d04-b4521efb899f · outbound

This paper cites Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

Reference 40

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Observation 8c204d10-48c1-4b5d-87c0-7c9931db9915 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services WebGPT: Browser-assisted question-answering with human feedback

Reference 41

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Observation 50660cc6-cf08-4d95-bd7a-a4303a7b3f94 · outbound

This paper cites ”SearchGPT Prototype: Exploring the Future of AI-Driven Search.” https://openai.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”SearchGPT Prototype: Exploring the Future of AI-Driven Search.” https://openai

Reference 42

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Observation 2f9e04e8-b1f4-4237-8f24-a8975d594562 · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Graph Retrieval-Augmented Generation: A Survey

Reference 43

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Observation 045a1862-5890-4349-9b07-56c1e433277e · outbound

This paper cites HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction

Reference 44

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Observation 17b387aa-781f-49fd-a103-3b894ca131ca · outbound

This paper cites Baltruˇ saitis, C.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Baltruˇ saitis, C

Reference 45

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Observation 95931d70-bf49-4a11-8276-2202382ceb65 · outbound

This paper cites Radford et al., ”Learning transferable visual models from natural language supervision,” presented at the International Conference on Machine Learning, 2021.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Radford et al., ”Learning transferable visual models from natural language supervision,” presented at the International Conference on Machine Learning, 2021

Reference 46

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Observation 6bb0bbef-2d50-4099-9f24-0a9ec80f010f · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-11T20:06:53.481551Z digest=sha256:401f61609261670f93a26d426149d7098d83d8f603a7f1b84a5376eeda3c11c8

Observation 1b94e106-cb66-40d7-8e2d-476606693d51 · outbound

This paper cites Learning with Latent Language.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Learning with Latent Language

Reference 48

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Observation ddc4502b-d091-4b4f-bce4-808a3d577407 · outbound

This paper cites Mell, ”The NIST Definition of Cloud Computing,” NIST Special Publication, pp.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Mell, ”The NIST Definition of Cloud Computing,” NIST Special Publication, pp

Reference 49

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Observation c44e0929-a0e8-4c05-b123-5c844189b0f9 · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 50

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Observation b6547405-6373-4316-89f7-c0d865af9ec0 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 51

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Observation eade8ae4-7f5d-48d6-aca5-120c617acd9f · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 52

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Observation b7288a70-67b2-4ddd-b3c5-1bcb24b6ae79 · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 53

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Observation 778983b8-bc45-48d4-9b2a-1b8088591768 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 54

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Observation 641efe69-898a-4ad7-84cf-7b216c22dc53 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 55

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Observation 5ff1bddb-dc3e-495b-8ed1-53752ddc1eb7 · outbound

This paper cites In-Datacenter Performance Analysis of a Tensor Processing Unit.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services In-Datacenter Performance Analysis of a Tensor Processing Unit

Reference 56

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Observation 86e6fda6-6d8a-411c-8046-59c8a07767cb · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 57

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Observation f2b0bf55-ecf4-4732-bdce-c6a465430218 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-11T20:06:53.553407Z digest=sha256:19603c8c587d7418ef0366fa9125a75e78b64193543d482e560890468fefe435

Observation c6a4ff34-52e5-4be9-9fbb-68ff3fea76ae · outbound

This paper cites Scaling Laws for Generative Mixed-Modal Language Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Scaling Laws for Generative Mixed-Modal Language Models

Reference 59

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Observation fa81d959-1b26-42cf-89db-bc7c3e828d65 · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 60

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Observation 692d0140-9f01-4f75-a82b-df7b6eb439ee · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 61

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Observation 084a74f0-f544-449f-b346-fe3625028ff9 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 62

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Observation d328eb25-b7bf-4192-9950-fda4dc2ff940 · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 63

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Observation 890d0781-1dcc-4714-a004-e6301646699a · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 64

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Observation e4687190-8cfc-4bf6-9fd7-ced68f636b8b · outbound

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Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 65

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Observation db5948c5-7b62-42cc-b5a8-8f006d003b16 · outbound

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Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 66

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Observation e1f070f2-b6ec-4e6e-acd8-6dc5199ef507 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 67

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Observation c41857b3-b82e-491a-9777-af472401502b · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 68

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Observation fe23e473-6285-49e6-9b72-fca5a6fa8db0 · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 69

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source=pdf_text observed=2026-08-11T20:06:53.612852Z digest=sha256:dbcba9c6892d365fbe93568eef59a2d5ab6123b67f834b54f886faad84e43a89

Observation 890bdc29-2539-4f95-8304-09563bee3445 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 70

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source=pdf_text observed=2026-08-11T20:06:53.617747Z digest=sha256:5525744cc0517737909747d84472df0c0d89b346fae9bf533c0adbea445e0fcf

Observation 66a062ec-0e08-4887-a01b-c986314200a4 · outbound

This paper cites ”Pay-As-You-Go Cloud Computing: Flexible and Cost-Effective Cloud Solutions.” https://www.digitalocean.com/resources/articles/pay-as-you-go-cloud-computing (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Pay-As-You-Go Cloud Computing: Flexible and Cost-Effective Cloud Solutions.” https://www.digitalocean.com/resources/articles/pay-as-you-go-cloud-computing (accessed

Reference 71

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source=pdf_text observed=2026-08-11T20:06:53.623183Z digest=sha256:8b533db0a239ac66c9f1fbaae9eabae0cd47a8ddc6700001e8249c3fbc4fa359

Observation 27991b22-0b07-4597-ab4b-764df83b55fa · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 72

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Observation 9dff751e-869a-4aa3-9eeb-67ceb3b37c01 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 73

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Observation 1a62fb40-1b46-4c3e-833f-968700d4f873 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 74

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source=pdf_text observed=2026-08-11T20:06:53.639328Z digest=sha256:3da52eb7b40972e042f80240e5127cf051a77628a8d0cf92a9d23e1f13573b3f

Observation fc026386-05ee-4fef-8c41-39a76e83f656 · outbound

This paper cites Bernstein, ”Containers and Cloud: From LXC to Docker to Kubernetes,”IEEE Cloud Computing, vol.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Bernstein, ”Containers and Cloud: From LXC to Docker to Kubernetes,”IEEE Cloud Computing, vol

Reference 75

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source=pdf_text observed=2026-08-11T20:06:53.644679Z digest=sha256:17200729bbad7d0cc668d7dd365c8a8b662e5dfa03e04ab22868c46c6d011577

Observation 3b23e5d2-e901-4e7f-adff-323c1f147b35 · outbound

This paper cites Serverless Computing: Current Trends and Open Problems.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Serverless Computing: Current Trends and Open Problems

Reference 76

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source=pdf_text observed=2026-08-11T20:06:53.651097Z digest=sha256:6da2b6558de072c50d2e14a65c50f8bcb6e70583b7665be5d4bf2f0d4299c1fa

Observation 0147b960-ab3d-425b-8cad-a442cd9e7234 · outbound

This paper cites Singh, A.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Singh, A

Reference 77

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Observation 35dfd943-416e-4dbb-8216-a18ad63731a9 · outbound

This paper cites Kreuzberger, N.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Kreuzberger, N

Reference 78

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Observation b00a6774-800a-43f5-b80b-ef0973a80c1c · outbound

This paper cites Buyya, C.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Buyya, C

Reference 79

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Observation 3bba7d4a-a237-4b16-a71b-7d25e9e9680c · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 80

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Observation 0cd290ef-4176-4a98-828d-e08b8e33f561 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 81

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Observation 590207e6-3c01-4644-8e39-ee0f10dc4fe8 · outbound

This paper cites Alhenaki, A.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Alhenaki, A

Reference 82

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Observation 8719d308-dc99-47ea-bff4-899e1065e991 · outbound

This paper cites Zhang, Y.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Zhang, Y

Reference 83

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source=pdf_text observed=2026-08-11T20:06:53.693688Z digest=sha256:3af2fcde2ec3ae850ef62f7816eff0adb098a45b804841bc6c08cf639ea446c7

Observation 6b176b9e-9ff3-42c7-a27d-0987447f0452 · outbound

This paper cites In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning

Reference 84

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Observation 6eb8ab7d-28a8-4f92-8572-e58960d8bedb · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 85

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Observation 830ab498-7645-442a-b065-34da5de96a00 · outbound

This paper cites Schuld, I.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Schuld, I

Reference 86

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source=pdf_text observed=2026-08-11T20:06:53.709871Z digest=sha256:48017baaaaca1a4c6832c498c458f3dfeaf75c1bd43dcd2a35435d4b5cfb2b01

Observation c62c0358-21f7-4148-8f07-0bd5b28e359a · outbound

This paper cites ”IBM Quantum: Pioneering the Future of Quantum Computing.” https://www.ibm.com/ quantum (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”IBM Quantum: Pioneering the Future of Quantum Computing.” https://www.ibm.com/ quantum (accessed

Reference 87

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source=pdf_text observed=2026-08-11T20:06:53.715937Z digest=sha256:a18855ea624c03b9b3d44d9d2116907283c1d6a88c5e4311a8fbb8b7c422ee26

Observation 0700b7e6-b5e7-4691-ac64-42426f8ed6c3 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 88

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source=pdf_text observed=2026-08-11T20:06:53.722343Z digest=sha256:c94863df3eea5e2c18875d5da033008629957f757dc7826546d310af2fcd3859

Observation c157fb26-ae30-4f27-8844-d90cf5cc94ff · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 89

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source=pdf_text observed=2026-08-11T20:06:53.729776Z digest=sha256:48ab07324de8cd32364079d61caa1e90d08bf8c1a5a936dfeaaad05c93ceab51

Observation 03a25a08-db8e-448b-b800-01b71e11374d · outbound

This paper cites ”Google Quantum AI: Advancing Quantum Computing for Real-World Impact.” https: //quantumai.google/ (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Google Quantum AI: Advancing Quantum Computing for Real-World Impact.” https: //quantumai.google/ (accessed

Reference 90

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Observation 2a0e652d-623d-49e8-bc12-3d445f02859e · outbound

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Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 91

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Observation ae8bced0-4a3a-406e-b44a-baa30c6ba27c · outbound

This paper cites World Economic.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services World Economic

Reference 92

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Observation fb691869-58cd-48c9-bf49-4c23201cb873 · outbound

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Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 93

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Observation b2751c31-0510-4b0e-9011-3128e874b709 · outbound

This paper cites ”Worldwide Cloud Infrastructure Services Market Share by Vendor.” https://www.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Worldwide Cloud Infrastructure Services Market Share by Vendor.” https://www

Reference 94

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Observation 30cc5d31-2e67-4ab4-9d0d-065426dedaf3 · outbound

This paper cites CloudZero.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services CloudZero

Reference 95

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Observation 8879f604-207e-4aa9-ae0d-3556582e8f23 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 96

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Observation 32eb72ad-2bb1-4abd-ac6a-926d7243b070 · outbound

This paper cites ”Anthropic Partners with Google Cloud to Scale AI Research and Development.” https: //www.anthropic.com/news/anthropic-partners-with-google-cloud (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Anthropic Partners with Google Cloud to Scale AI Research and Development.” https: //www.anthropic.com/news/anthropic-partners-with-google-cloud (accessed

Reference 97

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source=pdf_text observed=2026-08-11T20:06:53.780669Z digest=sha256:d9692ed61080498bb58f56990a1b40ef146268a1050813bbddcfbcb4c2df8e75

Observation 36692218-1cef-4fdb-ac48-93874410b946 · outbound

This paper cites ”A WS-NVIDIA Strategic Collaboration for Generative AI.” https://nvidianews.nvidia.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”A WS-NVIDIA Strategic Collaboration for Generative AI.” https://nvidianews.nvidia

Reference 98

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Observation ba579f0c-feb7-4294-a31f-11ecf117a72e · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 99

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source=pdf_text observed=2026-08-11T20:06:53.791672Z digest=sha256:4263289b7d12f08c0ee4203decda0c2300e3acadeb58d4394c28bf74200ffe78

Observation db2481a2-8ae6-47c1-8aa8-339f02891c81 · outbound

This paper cites ”Oracle and NVIDIA Announce Sovereign AI Cloud for Europe.” https://nvidianews.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Oracle and NVIDIA Announce Sovereign AI Cloud for Europe.” https://nvidianews

Reference 100

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Pith citing papers

Observation bd82dd0e-94da-47de-8329-722083955c83 · inbound

Less Context, Same Performance: A RAG Framework for Resource-Efficient LLM-Based Clinical NLP cites this paper.

Less Context, Same Performance: A RAG Framework for Resource-Efficient LLM-Based Clinical NLP Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services

Reference 17

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source=pdf_text observed=2026-08-07T14:37:23.317624Z digest=sha256:f08088c2985fdfaf9ebc12dd2bcf46b7f07af6ac05e8433543b098ed60fd55e6