Paper Citation Record · LEDGER

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows

As of 19 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2608.08340.

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

pith.paper-citation-record.v1
2608.08340 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:12:19.103037Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:20:45.875985Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T00:20:46.194603Z

Reference resolution

61 of 61 outbound references displayed

verified exact5
verified fuzzy10
unresolved40
parse uncertain0
malformed identifier3
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 66edf8ec-8b06-4035-acc7-49900409589f · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 1

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T00:12:21.490565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 83e4ef31-1bad-436c-93b9-d754ff2be28c · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.478502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 72ac1fe1-fcf3-4c0a-9c36-32d92be38533 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.840138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 412d313c-077f-497c-be69-2bb565d86f07 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-12T00:12:21.097106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9cddd2d5-1d58-44ae-bb17-5043ecf348a2 · outbound

This paper cites Katz, Ben Clifford, Rohan Kumar, Lukasz Lacinski, Ryan Chard, Justin M.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Katz, Ben Clifford, Rohan Kumar, Lukasz Lacinski, Ryan Chard, Justin M

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.848113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c8b9fdf-751a-41d8-b3cd-11027795ac8d · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.852217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69ae783e-382d-48e1-a638-a1e0197ad771 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.467659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 292a595c-e77e-4930-b75c-3fc15bdbe5ad · outbound

This paper cites 2024.Optimize Vector Databases, Enhance RAG- Driven Generative AI.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows 2024.Optimize Vector Databases, Enhance RAG- Driven Generative AI

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:12:21.455626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 622c6e14-86e5-4693-be5f-4c47e4eb3db1 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.441670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af4d683d-ebe1-45b8-b673-5f629c4cc01e · outbound

This paper cites 2026.Kickoff Crew Asynchronously.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows 2026.Kickoff Crew Asynchronously

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:12:21.429374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 214188ff-8100-460e-8fb2-db2fef9c5a14 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.873674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec32f1c1-5f6c-4d74-9f0c-9398e9d02b11 · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.878146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2249efd6-1895-4b9c-b336-fdf2becc60d3 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.417577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5ecfbf3c-f3bc-432c-8dda-1cfa7cced32a · outbound

This paper cites 2024.LangGraph: Stateful Multi-Agent Workflows.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows 2024.LangGraph: Stateful Multi-Agent Workflows

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:12:21.405767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fdd010a3-71df-4ddb-a328-685b008f2b95 · outbound

This paper cites 2023.Pinecone: Scalable vector database for machine learning applications.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows 2023.Pinecone: Scalable vector database for machine learning applications

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:12:21.392604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ec888544-45ce-40f1-bad5-9bc91803f5f9 · outbound

This paper cites Exploration of LLM Multi-Agent Application Implementation Based on LangGraph+CrewAI.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Exploration of LLM Multi-Agent Application Implementation Based on LangGraph+CrewAI

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.895880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77388d43-938d-4a93-b0bd-3f6ef4236423 · outbound

This paper cites The Llama 3 Herd of Models.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows The Llama 3 Herd of Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.900052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b855b654-67a1-4d59-8cae-65a3aa4ce4ea · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.904029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 397e1e0c-018a-4746-9cc9-4757a8f30af4 · outbound

This paper cites 2023.Gloo: Collective Communications Library with various primitives for multi-machine training.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows 2023.Gloo: Collective Communications Library with various primitives for multi-machine training

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:12:21.380572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aff9ba27-cc03-40e1-82ed-864148809e36 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T00:12:20.792351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4cdac1a3-0e75-4a09-af1d-d715516999a4 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.367621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 06d3289c-5e19-4d0a-890d-ce7b915d2073 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.357059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f850b8ad-f047-44c4-bd66-a3db28270a57 · outbound

This paper cites 2025.Context Rot: How Increasing Input Tokens Impacts LLM Performance.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows 2025.Context Rot: How Increasing Input Tokens Impacts LLM Performance

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a249523a-281d-434e-b97e-5a885fed00fd · outbound

This paper cites 2025.Generative Benchmarking.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows 2025.Generative Benchmarking

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:12:21.334110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3bba306b-0f9b-41e1-9af3-9ca31fd56fa4 · outbound

This paper cites Mistral 7B.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Mistral 7B

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.932077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccc764e5-90a7-4e41-9305-8493d9e926d3 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4904926-e373-4053-bc3a-96dd2405ddd7 · outbound

This paper cites Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 964d17e2-49f8-4ffc-be3b-76029b12a465 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.944271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19a508dc-f377-4679-87ab-b3fbf91bf2f4 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.948608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67ce3be8-e98a-4991-a539-97ad73b0c0e3 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 887465ae-4bc4-4516-a829-bf73d00ab9d8 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.956946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70fcf026-95b2-42c4-b55f-b85f42377e4d · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.309108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d59b4b6-9e98-4c7c-bc1a-822e472ce05e · outbound

This paper cites Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.966953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff7bf8a4-08ad-479a-b429-e4624e8c62f5 · outbound

This paper cites Merzky, M.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Merzky, M

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:18.971156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd0fccbf-e7c9-4cb1-a28b-22a09db5515c · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.296539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd4424f3-e5bd-4786-b9ba-7672042a6e98 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.283757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e84e008a-2038-46c0-b4a9-d8f8d59d8a04 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7cee270-5dda-44c3-a050-942c73e689df · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 38

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Unavailable: canonical work link unavailable.

Observation d81e2f0e-c185-4322-940b-ccebae8bd7e5 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f51acb8d-2981-4c6f-b492-43a2475ee676 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 40

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Observation f11d23b8-f295-4de5-9f69-1e7527867d0b · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 41

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e6c891b3-d41b-4a2b-b9a0-1c9f4a24541e · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 42

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a43da25-aaf3-4d22-bc43-e57bfbe1f1df · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 595e96f0-e0a1-4d39-a756-055d630223c7 · outbound

This paper cites [AAFLOW+] Stateful Operator Abstraction with Zero-Copy Distributed KV Cache Orchestration for Multi-Agent Workflows.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows [AAFLOW+] Stateful Operator Abstraction with Zero-Copy Distributed KV Cache Orchestration for Multi-Agent Workflows

Reference 44

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 82547bcb-837c-4993-8a6d-47daddb8e035 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5e6655e-ab53-41ae-b375-a8249e2cbb1d · outbound

This paper cites AAFLOW: Scalable Patterns for Agentic AI Workflows.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows AAFLOW: Scalable Patterns for Agentic AI Workflows

Reference 46

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 08795e4d-f53e-42cb-ac84-f380e1ad2b35 · outbound

This paper cites Graham Lopez, Matthew B.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Graham Lopez, Matthew B

Reference 47

Resolution: verified exact; doi, observed 2026-08-12T00:12:19.379234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8ffe7d25-ded4-4703-a596-41e0a97bf4fd · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 408ff54f-7284-4288-afb7-c49696919956 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 49

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c43a6cb-bf36-4b59-9200-ce3c030dfeb7 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.256219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d42c296-aa7a-4829-b53d-f1818f1d3b8e · outbound

This paper cites 2025.What is LlamaIndex ?Technical Report.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows 2025.What is LlamaIndex ?Technical Report

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:12:21.241893Z

Source-reported events for the cited work

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Observation ccda9301-d182-4373-a253-0a72aa61bcbc · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 52

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c02e39-c5c6-46e9-9817-33c371238439 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 53

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T00:12:19.720982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 63b470c7-d01e-4a39-b8ee-cc82965f4da2 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.225957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4080eda8-39ed-4e77-9ed7-6858979c4354 · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:19.078743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4ceb0d-b88c-430f-9bf1-c4d557317069 · outbound

This paper cites White, Doug Burger, and Chi Wang.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows White, Doug Burger, and Chi Wang

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:12:21.212145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9711d527-c7b7-4a12-bbc7-d4fc74125e4e · outbound

This paper cites an unresolved cited work.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:12:21.199180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 50619f8e-0d2b-4b34-86b0-b2b566a0f3e8 · outbound

This paper cites OneFlow: Redesign the Distributed Deep Learning Framework from Scratch.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows OneFlow: Redesign the Distributed Deep Learning Framework from Scratch

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:19.093470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e817cb-ba79-4e33-b412-78154d56d12f · outbound

This paper cites Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:19.098206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b270ea5f-626c-47ec-9f87-35ed470e0516 · outbound

This paper cites Gonzalez, Clark Barrett, and Ying Sheng.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Gonzalez, Clark Barrett, and Ying Sheng

Reference 60

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T00:12:19.525827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 905a13cc-3290-4b33-bafc-c561ed829f13 · outbound

This paper cites Tuning LLMs by RAG Principles: Towards LLM-native Memory.

OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows Tuning LLMs by RAG Principles: Towards LLM-native Memory

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-12T00:12:19.074469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b30d7811-fc65-4321-99a1-aeb34b0fdcf9 · inbound

Ready Cohorts: Bounding GPU Opportunity and Avoiding Host Round Trips in LLM-Agent Control cites this paper.

Ready Cohorts: Bounding GPU Opportunity and Avoiding Host Round Trips in LLM-Agent Control OpRAG: A Resource-Deterministic Runtime for GPU-Backed Multi-Stage RAG Workflows

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:20:46.199189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.