openwiki-wiki/sources/ragflow-documents.md

# RAGFlow 文档采样索引

> Data source: RAGFlow (`http://10.10.10.254:9980`) 18 KB
> 18 KB total documents: **32709** · samples in this index: **341**
> Last sync: **2026-07-28T18:30:44Z**
> 目的: 让 Robin 跟 MiniMax code / Hermes **cross-agent 知道每个 KB 里有什么** — 不用 SQL 查询, 直接看 wiki。

> ⚠️ **RAGFlow 0.17 server-side 强制限 30 doc per request, 且 `offset` 参数 server 端被忽略 (已实测, 多次 offset 返相同 30 个)**。所以
>  - 6 个小库 (≤30 docs) 100% 覆盖
>  - 12 个大库 (>30 docs) 截前 30 个作为 sample (不翻页 — server bug)

---

## 废弃库  (15922 docs · 30 sampled · 0% coverage)
_Dataset ID: `daa9ee22676511f199eda760f7ee5ce3`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-06-15 | PMC9424171_Glioblastoma_from_disease_understanding_towards_optimal_cell-based_in... | 1 |
| 2 | 2026-06-15 | PMC8516773_YKL-40_protein_expression_in_human_tumor_samples_and_human_tumor_cell... | 1 |
| 3 | 2026-06-15 | PMC8090911_Identification_of_lysosometargeting_drugs_with_antiinflammatory_activ... | 2 |
| 4 | 2026-06-15 | PMC7907049_Effects_of_FGFR_inhibitors_TKI258_BGJ398_and_AZD4547_on_breast_cancer... | 2 |
| 5 | 2026-06-15 | PMC7906944_Raloxifene_inhibits_pancreatic_adenocarcinoma_growth_by_interfering_w... | 2 |
| 6 | 2026-06-15 | PMC7619086_A_Roadmap_to_Transform_Lung_Cancer_Outcomes_Priorities_in_Biology_The... | 1 |
| 7 | 2026-06-15 | PMC7619075_Morally_relevant_features_warranting_ethical_oversight_in_human_stem_... | 1 |
| 8 | 2026-06-15 | PMC7619060_Organizers_in_a_dish_Modeling_human_CNS_morphogenesis.txt | 1 |
| 9 | 2026-06-15 | PMC7619043_Sites_of_active_gene_regulation_in_the_prenatal_frontal_cortex_and_th... | 1 |
| 10 | 2026-06-15 | PMC7619016_An_update_on_inborn_errors_of_VDJ_recombination.txt | 1 |
| 11 | 2026-06-15 | PMC7619011_Mannose_controls_mesoderm_specification_and_symmetry_breaking_in_mous... | 1 |
| 12 | 2026-06-15 | PMC7618984_AJP_Invited_Mini_Review_Interstitial_Cells_and_Arrhythmia.txt | 1 |
| 13 | 2026-06-15 | PMC7618952_Cryptosporidium_modifies_intestinal_microvilli_through_an_exported_vi... | 1 |
| 14 | 2026-06-15 | PMC7618947_comBO_A_combined_human_bone_and_lympho-myeloid_bone_marrow_organoid_f... | 1 |
| 15 | 2026-06-15 | PMC7618946_Engineering_bone-marrow_in_a_dish__a_bloody_business_Pre-clinical_opp... | 1 |
| 16 | 2026-06-15 | PMC7618902_Myelin_sheaths_in_the_central_nervous_system_can_withstand_damage_and... | 1 |
| 17 | 2026-06-15 | PMC7618901_The_oncogenome_of_the_domestic_cat.txt | 1 |
| 18 | 2026-06-15 | PMC7618896_The_evolution_of_gene_regulation_in_mammalian_cerebellum_development.... | 1 |
| 19 | 2026-06-15 | PMC7618890_The_inverse_association_between_circulatory_placental_biomarkers_in_e... | 2 |
| 20 | 2026-06-15 | PMC7618769_Immune-mediated_cardiac_development_and_regeneration.txt | 1 |
| 21 | 2026-06-15 | PMC7618722_Gene_therapy_for_inborn_errors_of_immunity_past_progress_current_stat... | 1 |
| 22 | 2026-06-15 | PMC7618707_From_identity_to_function_Unveiling_the_cellular_complexity_of_hypoth... | 1 |
| 23 | 2026-06-15 | PMC7618624_Lessons_on_multicellular_two-_2D_and_three-dimensional_3D_culture_in_... | 1 |
| 24 | 2026-06-15 | PMC7618618_Why_doesnt_neuroimaging_work_in_Psychiatry.txt | 1 |
| 25 | 2026-06-15 | PMC7618583_Pancreatic_cell_fate_specification_insights_into_developmental_mechan... | 1 |
| 26 | 2026-06-15 | PMC7618580_Nurturing_protectors_Macrophages_in_the_human_pancreatic_islet.txt | 1 |
| 27 | 2026-06-15 | PMC7618546_Human_TET2-mutant_clonal_hematopoiesis_expansion_is_driven_by_distinc... | 1 |
| 28 | 2026-06-15 | PMC5121185_The_genetic_heterogeneity_of_colorectal_cancer_predisposition_-_guide... | 1 |
| 29 | 2026-06-15 | PMC13218746_Roadmap_on_biomaterials_for_womens_health.txt | 1 |
| 30 | 2026-06-15 | PMC13218692_Perfluorooctanoic_acid_PFOA_induces_lipid_accumulation_oxidative_str... | 0 |

## Organoid1  (7815 docs · 0 sampled · 0% coverage)
_Dataset ID: `8dfa438274e511f192005b500fef9793`_

_(no documents retrievable)_

## Organoid2  (4974 docs · 0 sampled · 0% coverage)
_Dataset ID: `044cdb54762011f192005b500fef9793`_

_(no documents retrievable)_

## Organoid  (2514 docs · 30 sampled · 1% coverage)
_Dataset ID: `3c063ce2559c11f1bbe76d8b6ef5373a`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-05-31 | 32b25b3eb8acd0a33778d11f2b937cafeb81_layout(2).pdf | 0 |
| 2 | 2026-05-31 | PIIS1934590925003728(1)_origin.pdf | 61 |
| 3 | 2026-05-31 | 25-mono_span.pdf | 0 |
| 4 | 2026-05-31 | netn.a.552_origin.pdf | 0 |
| 5 | 2026-05-31 | d41586-026-00563-3_span(1).pdf | 0 |
| 6 | 2026-05-31 | s41467-025-55882-2_layout.pdf | 0 |
| 7 | 2026-05-31 | 13.pdf | 0 |
| 8 | 2026-05-31 | Towards advanced regenerative therapeutics to tackle.pdf | 0 |
| 9 | 2026-05-31 | ssrn-5575434_span.pdf | 0 |
| 10 | 2026-05-31 | d41586-026-00563-3_origin(1).pdf | 0 |
| 11 | 2026-05-31 | s41467-025-55882-2_origin.pdf | 0 |
| 12 | 2026-05-31 | s41467-025-55882-2_origin(1).pdf | 0 |
| 13 | 2026-05-31 | netn.a.552_layout(2).pdf | 0 |
| 14 | 2026-05-31 | 下载2.pdf | 0 |
| 15 | 2026-05-31 | 2025.06.24.661324v2.full(3).pdf | 0 |
| 16 | 2026-05-31 | Large-structural-variants-in-KOLF2.1J-are-unlikely.pdf | 0 |
| 17 | 2026-05-31 | fnmol-17-1304507_origin(1).pdf | 0 |
| 18 | 2026-05-31 | nihms-2074100.pdf | 0 |
| 19 | 2026-05-31 | zapfe-et-al-2025-high-resolution-detection-of-stationary-and-evolving-2d-current... | 0 |
| 20 | 2026-05-31 | b9aa4453-166d-474e-8d55-461994f1a1b5-dual.pdf | 0 |
| 21 | 2026-05-31 | Dual inhibition of MAPK_origin.pdf | 0 |
| 22 | 2026-05-31 | main_layout(2).pdf | 0 |
| 23 | 2026-05-31 | 94(2).pdf | 0 |
| 24 | 2026-05-31 | 1-s2.0-S1873506118302083-main-mono_layout.pdf | 0 |
| 25 | 2026-05-31 | 91(1).pdf | 0 |
| 26 | 2026-05-31 | 71-80_71.pdf | 0 |
| 27 | 2026-05-31 | 39.pdf | 0 |
| 28 | 2026-05-31 | 25415oa_span(1).pdf | 0 |
| 29 | 2026-05-31 | 下载3.pdf | 0 |
| 30 | 2026-05-31 | 16.pdf | 0 |

## 3Brian  (454 docs · 30 sampled · 7% coverage)
_Dataset ID: `06af5550559d11f1bbe76d8b6ef5373a`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-07-14 | The FEBS Journal - 2026 - Erol - Bringing cellular clarity to the cortical compo... | 8 |
| 2 | 2026-07-14 | s41380-026-03667-4.pdf | 19 |
| 3 | 2026-07-14 | ENEURO.0432-25.2026.full.pdf | 12 |
| 4 | 2026-07-14 | Bio-protocol5708.pdf | 42 |
| 5 | 2026-07-14 | 111419-v1.pdf | 22 |
| 6 | 2026-07-14 | 1-s2.0-S1385894726050369-main.pdf | 24 |
| 7 | 2026-05-31 | CorePlate-ALL_ApplicationNote_AcroBiosystems_Brain-Organoids.pdf | 14 |
| 8 | 2026-05-31 | MEA seqX High Resolution Profiling of Large-Scale Electrophysiological and Trans... | 0 |
| 9 | 2026-05-31 | 含黑视蛋白的视网膜神经节细胞在明视条件下瞳孔光反射中的关键作用.pdf | 31 |
| 10 | 2026-05-31 | jove-protocol-66473-recording-and-analyzing-multimodal-largescale-neuronal-ensem... | 31 |
| 11 | 2026-05-31 | Neural field models for latent state inference: Application to large-scale neuro... | 60 |
| 12 | 2026-05-31 | 51.pdf | 34 |
| 13 | 2026-05-31 | 54.pdf | 42 |
| 14 | 2026-05-31 | 4.pdf | 43 |
| 15 | 2026-05-31 | 39.pdf | 16 |
| 16 | 2026-05-31 | 2022-08-15_3Brain_CSEM_Accura-3D(1).pdf | 7 |
| 17 | 2026-05-31 | s41420-024-02186-x.pdf | 53 |
| 18 | 2026-05-31 | 75.pdf | 40 |
| 19 | 2026-05-31 | 79.pdf | 37 |
| 20 | 2026-05-31 | BioCAM-Duplex_TechnicalNote_Mini-Incubator.pdf | 3 |
| 21 | 2026-05-31 | ijms-26-05545-v2.pdf | 42 |
| 22 | 2026-05-31 | Multi-well HD-MEA (24 well) Platform _ HyperCAM Delta _ 3Brain(1).pdf | 11 |
| 23 | 2026-05-31 | 在肌张力障碍动物模型中，苍白球脑深部电刺激通过全网络效应使异常的小脑皮层活动恢复正常.pdf | 35 |
| 24 | 2026-05-31 | HyperCAM-Alpha_ProductBrochure.pdf | 9 |
| 25 | 2026-05-31 | 2025.06.24.661324v2.full(1).pdf | 35 |
| 26 | 2026-05-31 | Ataxia Telangiectasia patient-derived neuronal and brain organoid models.pdf | 46 |
| 27 | 2026-05-31 | MEA seqX High Resolution Profiling of Large-Scale Electrophysiological and Trans... | 52 |
| 28 | 2026-05-31 | 25.pdf | 52 |
| 29 | 2026-05-31 | MEA彩页-汇佰-20251103-5(1).pdf | 39 |
| 30 | 2026-05-31 | 3_3Brain_DissociatedCulturesProtocol.pdf | 3 |

## Cellink  (340 docs · 30 sampled · 9% coverage)
_Dataset ID: `cf973e0e559f11f1bbe76d8b6ef5373a`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-07-13 | Tasevska_2025_HCTZ_Extended_Release.pdf | 101 |
| 2 | 2026-07-13 | Ravn_2023_PEG_Lactose_SSE.pdf | 56 |
| 3 | 2026-07-13 | Mendibil_2021_Starch_HPC_Paracetamol.pdf | 51 |
| 4 | 2026-07-13 | Levine_2024_Metoprolol_Custom_Dosed.pdf | 57 |
| 5 | 2026-07-13 | Hu_2023_Carbamazepine_ODT.pdf | 75 |
| 6 | 2026-07-13 | Holkunde_2025_Dual_Drug_Gummies.pdf | 68 |
| 7 | 2026-05-31 | main (1).pdf | 42 |
| 8 | 2026-05-31 | 1-s2.0-S1818087619311869-main.pdf | 83 |
| 9 | 2026-05-31 | Maestro Pro _ Axion Biosystems.pdf | 11 |
| 10 | 2026-05-31 | 2024.09.11.612457v1.full.pdf | 24 |
| 11 | 2026-05-31 | SMSC-4-2400290.pdf | 35 |
| 12 | 2026-05-31 | adma.202003915.pdf | 24 |
| 13 | 2026-05-31 | s12951-020-00647-w.pdf | 28 |
| 14 | 2026-05-31 | A Novel 3D-Bioprinting Technology of Orderly Extruded Multi-Materials.pdf | 32 |
| 15 | 2026-05-31 | arhgap22_2021_MolNeurobiol.pdf | 48 |
| 16 | 2026-05-31 | workspace_pmid39009604_BioactMat2024.pdf | 51 |
| 17 | 2026-05-31 | cero-3d-incubator-and-bioreactor.pdf | 13 |
| 18 | 2026-05-31 | Untitled Page _ Biokingdom-mono_origin.pdf | 52 |
| 19 | 2026-05-31 | Huibai Bio_Celvivo Disitribution Agreement_2026.pdf | 16 |
| 20 | 2026-05-31 | 1-s2.0-S0144861723007269-main.pdf | 46 |
| 21 | 2026-05-31 | GeSiM_BioScaffolder_2023_web.pdf | 13 |
| 22 | 2026-05-31 | Untitled Page _ Biokingdom.pdf | 35 |
| 23 | 2026-05-31 | Dynamically_cultured_differentiated_bovine_adipose.pdf | 40 |
| 24 | 2026-05-31 | biomimetics-08-00421.pdf | 36 |
| 25 | 2026-05-31 | 932c9f8c8a5056434c04b81c719e51746ac2.pdf | 41 |
| 26 | 2026-05-31 | Alginate_based_hydrogel_inks_for_3D_bioprinting_of_engineered_orthopedic_tissues... | 59 |
| 27 | 2026-05-31 | s40824-023-00457-9.pdf | 76 |
| 28 | 2026-05-31 | Femtobiomed Cellshot Line-up E-brochure.pdf | 16 |
| 29 | 2026-05-31 | Derman_2025_Int._J._Extrem._Manuf._7_012009.pdf | 110 |
| 30 | 2026-05-31 | SMSC-5-2500226.pdf | 49 |

## Celvivo  (154 docs · 30 sampled · 19% coverage)
_Dataset ID: `1555e5b2783211f1ae98677f0bb5075b`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-07-06 | DK-114743-M2-UL.pdf | 4 |
| 2 | 2026-07-05 | Declaration of Conformity30003.pdf | 1 |
| 3 | 2026-07-05 | 260316_Sole Source Justification_ClinoStar2_SIGNED.pdf | 2 |
| 4 | 2026-07-05 | 260316_ClinoStar2 system description_SIGNED.pdf | 2 |
| 5 | 2026-07-05 | 260626_Data Slide Deck_Sales.pdf | 40 |
| 6 | 2026-07-05 | Flyer 2026.pdf | 6 |
| 7 | 2026-07-05 | Brochure 2026 update_online version.pdf | 22 |
| 8 | 2026-07-05 | Brochure 2026 update_for print.pdf | 21 |
| 9 | 2026-07-05 | Roll-up_v1.pdf | 1 |
| 10 | 2026-07-05 | Backdrop_Print.pdf | 1 |
| 11 | 2026-07-05 | Celvivo-Symbol-Wordmark-Package-RGB-01.pdf | 3 |
| 12 | 2026-07-05 | Celvivo-Color-Palette-01.pdf | 1 |
| 13 | 2026-07-05 | 251015_Celvivo Design Guide_V2.pdf | 20 |
| 14 | 2026-07-05 | s12672-025-04282-5.pdf | 46 |
| 15 | 2026-07-05 | 2026.04.01.715868v1.full.pdf | 42 |
| 16 | 2026-07-05 | 2026.01.02.697412v1.full.pdf | 47 |
| 17 | 2026-07-05 | 1-s2.0-S0304389426010083-mmc1.docx | 4 |
| 18 | 2026-07-05 | 1-s2.0-S0304389426010083-main.pdf | 52 |
| 19 | 2026-07-05 | s12964-026-02826-y_reference.pdf | 62 |
| 20 | 2026-07-05 | 12964_2026_2826_MOESM1_ESM.pdf | 29 |
| 21 | 2026-07-05 | PIIS0021925826001912.pdf | 41 |
| 22 | 2026-07-05 | 1-s2.0-S0021925826001912-mmc1.docx | 8 |
| 23 | 2026-07-05 | 1-s2.0-S0300483X26000296-main.pdf | 49 |
| 24 | 2026-07-05 | ijms-27-00341-v2.pdf | 66 |
| 25 | 2026-07-05 | ijms-26-07503-v2.pdf | 45 |
| 26 | 2026-07-05 | szaf008.pdf | 32 |
| 27 | 2026-07-05 | jcm-14-01856.pdf | 52 |
| 28 | 2026-07-05 | fbfb4555-12af-4766-a483-f32b148911d2.pdf | 35 |
| 29 | 2026-07-05 | 2025.07.10.663939v1.full.pdf | 41 |
| 30 | 2026-07-05 | 7f21e418-a90b-41ed-8e66-ada3dd5e75b9.pdf | 27 |

## RAGFlow  (128 docs · 30 sampled · 23% coverage)
_Dataset ID: `e3203cec58ff11f1b30fafc58ab1b683`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-05-31 | Configure child chunking strategy _ RAGFlow.pdf | 3 |
| 2 | 2026-05-31 | Text processing component _ RAGFlow.pdf | 1 |
| 3 | 2026-05-31 | Accelerate answering _ RAGFlow.pdf | 3 |
| 4 | 2026-05-31 | HTTP API _ RAGFlow.pdf | 89 |
| 5 | 2026-05-31 | Tracing _ RAGFlow.pdf | 3 |
| 6 | 2026-05-31 | Join or leave a team _ RAGFlow.pdf | 1 |
| 7 | 2026-05-31 | Add Bitbucket _ RAGFlow.pdf | 2 |
| 8 | 2026-05-31 | Agent component _ RAGFlow.pdf | 10 |
| 9 | 2026-05-31 | Share dataset _ RAGFlow.pdf | 1 |
| 10 | 2026-05-31 | Share Agent _ RAGFlow.pdf | 1 |
| 11 | 2026-05-31 | Releases _ RAGFlow.pdf | 18 |
| 12 | 2026-05-31 | Share chat assistant _ RAGFlow.pdf | 1 |
| 13 | 2026-05-31 | Iteration component _ RAGFlow.pdf | 2 |
| 14 | 2026-05-31 | Acquire RAGFlow API key _ RAGFlow.pdf | 3 |
| 15 | 2026-05-31 | Use tag set _ RAGFlow.pdf | 3 |
| 16 | 2026-05-31 | Glossary _ RAGFlow.pdf | 2 |
| 17 | 2026-05-31 | Transformer component _ RAGFlow.pdf | 2 |
| 18 | 2026-05-31 | RAGFlow MCP client examples _ RAGFlow.pdf | 4 |
| 19 | 2026-05-31 | Configure model API key _ RAGFlow.pdf | 2 |
| 20 | 2026-05-31 | Set variables _ RAGFlow.pdf | 3 |
| 21 | 2026-05-31 | Build Ecommerce customer support agent _ RAGFlow.pdf | 7 |
| 22 | 2026-05-31 | Upgrading _ RAGFlow.pdf | 2 |
| 23 | 2026-05-31 | Switch document engine _ RAGFlow.pdf | 1 |
| 24 | 2026-05-31 | Add Google Drive _ RAGFlow.pdf | 21 |
| 25 | 2026-05-31 | Await response component _ RAGFlow.pdf | 1 |
| 26 | 2026-05-31 | Enable RAPTOR _ RAGFlow.pdf | 6 |
| 27 | 2026-05-31 | Enable Excel2HTML _ RAGFlow.pdf | 2 |
| 28 | 2026-05-31 | Switch component _ RAGFlow.pdf | 1 |
| 29 | 2026-05-31 | Extract table of contents _ RAGFlow.pdf | 3 |
| 30 | 2026-05-31 | Indexer component _ RAGFlow.pdf | 1 |

## FemtoBiomed_electroporation  (123 docs · 30 sampled · 24% coverage)
_Dataset ID: `c97eb5606aa811f199eda760f7ee5ce3`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-06-18 | PMC13247429_Bioinspired_oxidized_mRNA_lipid_nanoparticles_for_ex_vivo_engineerin... | 1 |
| 2 | 2026-06-18 | PMC13121143_Unique_DNA_impacts_on_transient_Expi293TMPRO_expression_for_enhancin... | 2 |
| 3 | 2026-06-18 | PMC13029108_Integrated_Size-Selective_Cell_Purification_and_Electroporation_for_... | 1 |
| 4 | 2026-06-18 | PMC12974163_Gene-corrected_regulatory_T_cell_therapy_for_IL2RA_deficiency.txt | 1 |
| 5 | 2026-06-18 | PMC12929217_Mesenchymal_Stem_Cells-Derived_Exosomes_Next-Generation_Nanomedicine... | 1 |
| 6 | 2026-06-18 | PMC12862307_IGLV_3-21R110-directed_bispecific_antibodies_activate_T_cells_and_pr... | 1 |
| 7 | 2026-06-18 | PMC12824530_Beginning_of_a_new_era_of_synthetic_messenger_RNA_therapeutics_Compr... | 1 |
| 8 | 2026-06-18 | PMC12707456_Between_defence_and_delivery_the_DNA_sensing_response_to_gene_electr... | 1 |
| 9 | 2026-06-18 | PMC12705595_The_new_era_of_immunotherapy_for_breast_cancer_challenges_and_coping... | 1 |
| 10 | 2026-06-18 | PMC12701602_Convergence_of_mRNA_technology_and_chimeric_antigen_receptor_therapy... | 1 |
| 11 | 2026-06-18 | PMC12621713_A_Tonic_Signaling_Code_Predicts_CAR-T_Cell_Efficacy_in_Diffuse_Midli... | 1 |
| 12 | 2026-06-18 | PMC12567911_Production_of_Clinical-Grade_SARS-CoV-2_Spike_Ferritin_Nanoparticle_... | 1 |
| 13 | 2026-06-18 | PMC12547965_Ultrasound-enhanced_gene_transfection_vectors_methods_and_biomedical... | 1 |
| 14 | 2026-06-18 | PMC12468887_Gene_electrotransfer_with_flow-through_microchannel_and_lower_altern... | 2 |
| 15 | 2026-06-18 | PMC12447053_The_Rise_of_Mechanobiology_for_Advanced_Cell_Engineering_and_Manufac... | 1 |
| 16 | 2026-06-18 | PMC12426261_Bacterial_outer_membrane_vesicles_OMV-LL_for_delivery_of_neoantigen_... | 1 |
| 17 | 2026-06-18 | PMC12384408_Microfluidic_Platforms_for_Ex_Vivo_and_In_Vivo_Gene_Therapy.txt | 1 |
| 18 | 2026-06-18 | PMC12383916_High-Throughput_Microfluidic_Electroporation_HTME_A_Scalable_384-Wel... | 1 |
| 19 | 2026-06-18 | PMC12367655_Recent_advances_in_tumor_immunotherapy_based_on_NK_cells.txt | 1 |
| 20 | 2026-06-18 | PMC12347970_Transfection_Technologies_for_Next-Generation_Therapies.txt | 1 |
| 21 | 2026-06-18 | PMC12339676_Miniaturized_scalable_arrayed_CRISPR_screening_in_primary_cells_enab... | 1 |
| 22 | 2026-06-18 | PMC12287800_Microfluidic_Devices_for_Manufacture_of_Therapeutic_Extracellular_Ve... | 1 |
| 23 | 2026-06-18 | PMC12115466_Harnessing_Dendritic_Cell_Function_in_Hepatocellular_Carcinoma_Advan... | 1 |
| 24 | 2026-06-18 | PMC12109753_Validation_of_Clinical-Grade_Electroporation_Systems_for_CRISPR-Cas9... | 2 |
| 25 | 2026-06-18 | PMC12031636_The_Application_of_Dendritic_Cells_Vaccines_in_Tumor_Therapy_and_The... | 1 |
| 26 | 2026-06-18 | PMC11969250_Revolutionising_Cancer_Immunotherapy_Advancements_and_Prospects_in_N... | 1 |
| 27 | 2026-06-18 | PMC11944637_Antitumor_Efficacy_of_Interleukin_12-Transfected_Mesenchymal_Stem_Ce... | 1 |
| 28 | 2026-06-18 | PMC11921674_All-in-one_CRISPRCas-engineered_glucocorticoid-receptor_knock-out_EB... | 2 |
| 29 | 2026-06-18 | PMC11906443_Advancements_in_the_conservation_of_the_conformational_epitope_of_me... | 1 |
| 30 | 2026-06-18 | PMC11862890_Organonchip_for_advancing_CAR_therapy.txt | 1 |

## Celvivo1  (90 docs · 30 sampled · 33% coverage)
_Dataset ID: `a83244a855c211f1bbe76d8b6ef5373a`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-06-09 | CelVivo-47视频综合整理-销售拜访速查手册-2026-06-08.pdf | 16 |
| 2 | 2026-06-07 | Clinostar_Introductory_KPL_Translate.pdf | 26 |
| 3 | 2026-06-07 | Data Slide Deck Sales (Distributor Presentation).pdf | 33 |
| 4 | 2026-06-06 | WO2021001472A1.pdf | 60 |
| 5 | 2026-06-06 | WhitePaper_3D-Cell-Culture-Scale-up-by-Using-VitroGel-Hydrogel-Matrix-and-CelViv... | 12 |
| 6 | 2026-06-06 | TDS-ClinoStar-2022.pdf | 4 |
| 7 | 2026-06-06 | TDS-ClinoStar.pdf | 4 |
| 8 | 2026-06-06 | scicrunch_resolver.pdf | 2 |
| 9 | 2026-06-06 | Ref1-3_Fey_Wrzesinski_Tox_Sci.pdf | 33 |
| 10 | 2026-06-06 | Quick-Guide-Update_v2.pdf | 19 |
| 11 | 2026-06-06 | New-Manual-version_2023_VER_210_FINAL_1.pdf | 96 |
| 12 | 2026-06-06 | Locandina+Clinostar+-+Cytosens+-+26+settembre+2024.pdf | 3 |
| 13 | 2026-06-06 | job-post-FAS-EMEA_CelVivo.pdf | 6 |
| 14 | 2026-06-05 | TO_YSCKD(1).pdf | 32 |
| 15 | 2026-06-05 | tfaa033.pdf | 28 |
| 16 | 2026-06-05 | ml0c00076.pdf | 26 |
| 17 | 2026-06-05 | JBMR Plus - 2020 - Schröder - Vitamin K2 Modulates Vitamin D‐Induced Mechanical ... | 40 |
| 18 | 2026-06-05 | bioengineering-05-00022-v2.pdf | 53 |
| 19 | 2026-06-05 | A_sub_chronic_Xysmalobium_undulatum_hepatotoxicity_investigation_in_HepG2.pdf | 29 |
| 20 | 2026-06-05 | 200921_Conference_Poster_final_header.pdf | 8 |
| 21 | 2026-06-05 | 8797e84b1021cb3b3d3efc926fda3edbb959.pdf | 48 |
| 22 | 2026-06-05 | 2018_CalitzC_Wrzesinski_3Dliver-func_ToxMech_Met.pdf | 47 |
| 23 | 2026-06-05 | 109_Co-culture_HEPG2-C3A_and_HMEC1_forced_aggregation.pdf | 6 |
| 24 | 2026-06-05 | 1-s2.0-S0048969720367863-main(1).pdf | 50 |
| 25 | 2026-06-05 | molecules-26-00605.pdf | 36 |
| 26 | 2026-06-05 | fcell-08-623889.pdf | 34 |
| 27 | 2026-06-05 | 1-s2.0-S0048969720367863-main.pdf | 50 |
| 28 | 2026-06-05 | wawrowicz_et-al_developing_a_tumor_microenvironment_in_rotating_2025.pdf | 33 |
| 29 | 2026-06-05 | TO_YSCKD.pdf | 32 |
| 30 | 2026-06-05 | Short-term_response_of_melanoma_spheroids_and_melanocytes_to_FLASH_proton_therap... | 18 |

## seer  (81 docs · 30 sampled · 37% coverage)
_Dataset ID: `79bfa1386a2611f199eda760f7ee5ce3`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-06-17 | timstof-ht-improves-protein-identification-and-quantitative-reproducibility-for-... | 28 |
| 2 | 2026-06-17 | Tech-Note-Automating-Sample-Preparation-for-Proteomic-Analysis-Using-the-Proteog... | 16 |
| 3 | 2026-06-17 | Tech-Note-Advancing-Analytical-Throughput-and-Depth-in-Plasma-Protemoins-Studies... | 24 |
| 4 | 2026-06-17 | technical-evaluation-of-plasma-proteomics-technologies.pdf | 49 |
| 5 | 2026-06-17 | serum-v-plasma-appnote.pdf | 8 |
| 6 | 2026-06-17 | Seer-Proteograph-Service-Plans-Datasheet.pdf | 3 |
| 7 | 2026-06-17 | Seer-ProteographProductSuite-TechNote-PlasmaPrepWorkflow.pdf | 12 |
| 8 | 2026-06-17 | Seer-EV-Proteomics_One_Sheet.pdf | 7 |
| 9 | 2026-06-17 | Seer-Eval-deep-plasma-proteomic-analysis-web.pdf | 12 |
| 10 | 2026-06-17 | seer_Josh-Coon-Paper-One-Sheet.pdf | 4 |
| 11 | 2026-06-17 | Secretome-Proteograph-XT_AppNote_Seer.pdf | 18 |
| 12 | 2026-06-17 | s41588-025-02413-w.pdf | 39 |
| 13 | 2026-06-17 | s41586-024-07639-y.pdf | 57 |
| 14 | 2026-06-17 | s41467-024-48841-w.pdf | 48 |
| 15 | 2026-06-17 | s41467-024-45233-y.pdf | 30 |
| 16 | 2026-06-17 | s41467-020-17033-7.pdf | 47 |
| 17 | 2026-06-17 | s12014-024-09452-1.pdf | 38 |
| 18 | 2026-06-17 | s00125-024-06097-5.pdf | 45 |
| 19 | 2026-06-17 | Rosmalen_et_al-2024-Cell_Metabolism.pdf | 78 |
| 20 | 2026-06-17 | proteomes-11-00032-v2.pdf | 42 |
| 21 | 2026-06-17 | Proteograph-XT-technote.pdf | 16 |
| 22 | 2026-06-17 | ProteographXT-SP100-Automation-Instrument_One-Pager_RevA_Seer.pdf | 6 |
| 23 | 2026-06-17 | Proteograph-XT-appnote.pdf | 16 |
| 24 | 2026-06-17 | preview-unlock-unprecedented-depth_31Jan-web-1.pdf | 20 |
| 25 | 2026-06-17 | PIIS3050562325002430.pdf | 62 |
| 26 | 2026-06-17 | PAS-brochure.pdf | 19 |
| 27 | 2026-06-17 | nihms-2131089.pdf | 64 |
| 28 | 2026-06-17 | nihms-2091245.pdf | 46 |
| 29 | 2026-06-17 | model-org-xt-appnote-web.pdf | 15 |
| 30 | 2026-06-17 | journal.pone.0282821.pdf | 17 |

## cellshot  (73 docs · 30 sampled · 41% coverage)
_Dataset ID: `35d3e1bc680c11f199eda760f7ee5ce3`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-06-14 | inorganics-13-00314.pdf | 23 |
| 2 | 2026-06-14 | 8468ed9b-653a-414b-8993-f59139f91d03.pdf | 27 |
| 3 | 2026-06-14 | c8lc00709h5.pdf | 15 |
| 4 | 2026-06-14 | Revised MS_Seimiya without highlight.pdf | 46 |
| 5 | 2026-06-14 | ADHM-13-0.pdf | 35 |
| 6 | 2026-06-14 | s41467-024-50872-2.pdf | 30 |
| 7 | 2026-06-14 | Collagen_immobilization_on_ultra-thin_nanofiber_me.pdf | 33 |
| 8 | 2026-06-14 | a9b6609b2fc87479a3526466a5122bfaa5c3.pdf | 27 |
| 9 | 2026-06-14 | 彩页Femtobiomed电转染设备2025.pdf | 17 |
| 10 | 2026-06-14 | sciadv.adz1228.pdf | 47 |
| 11 | 2026-06-14 | Sun_2022_Mater._Res._Express_9_096401.pdf | 19 |
| 12 | 2026-06-14 | ssrn-5588955.pdf | 37 |
| 13 | 2026-06-14 | 2008.02498v1.pdf | 18 |
| 14 | 2026-06-14 | file.pdf | 29 |
| 15 | 2026-06-14 | A_Deep_Learning_Approach_for_Fatigue_Prediction_in_Sports_Using_GPS_Data_and_Rat... | 32 |
| 16 | 2026-06-14 | aair-15-e22.pdf | 34 |
| 17 | 2026-06-14 | Scalable High-Yield Exfoliation of Hydrophilic h-BN Nanosheets.pdf | 23 |
| 18 | 2026-06-14 | 2453.pdf | 139 |
| 19 | 2026-06-14 | 41598_2022_Article_24172.pdf | 27 |
| 20 | 2026-06-14 | SMLL-21-e09390.pdf | 23 |
| 21 | 2026-06-14 | Fabrication_of_PVDF_Membranes_with_a_PVA_Layer_for.pdf | 41 |
| 22 | 2026-06-14 | 720db354-84b2-46be-ba6c-4aa81fb2764e.pdf | 32 |
| 23 | 2026-06-14 | s41378-022-00431-w.pdf | 29 |
| 24 | 2026-06-14 | 1.MOISTURE PROOF.pdf | 41 |
| 25 | 2026-06-14 | jkap-57-335.pdf | 17 |
| 26 | 2026-06-14 | 2024년 감사보고서.pdf | 162 |
| 27 | 2026-06-14 | inkjet-printed-carbon-nanotubes-for-fabricating-a-spoof-20n5z6im3a.pdf | 24 |
| 28 | 2026-06-14 | NanoMicroAssisted_Regenerative_Medicine.pdf | 404 |
| 29 | 2026-06-14 | 2024년 사업보고서.pdf | 329 |
| 30 | 2026-06-14 | sciadv.adv7043.pdf | 44 |

## LaminarWash  (21 docs · 21 sampled · 100% coverage)
_Dataset ID: `1ccc414278d211f18f37855334215f14`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-07-06 | s44161-022-00200-y.pdf | 83 |
| 2 | 2026-07-06 | s41590-024-01782-4.pdf | 65 |
| 3 | 2026-07-06 | s41586-024-07121-9.pdf | 72 |
| 4 | 2026-07-06 | s41467-024-49448-x.pdf | 81 |
| 5 | 2026-07-06 | s41467-023-42972-2.pdf | 58 |
| 6 | 2026-07-06 | PIIS2589004225006443.pdf | 42 |
| 7 | 2026-07-06 | PIIS1535610824003064.pdf | 59 |
| 8 | 2026-07-06 | nihms-1943285.pdf | 38 |
| 9 | 2026-07-06 | mmc2.pdf | 66 |
| 10 | 2026-07-06 | main.pdf | 65 |
| 11 | 2026-07-06 | Kappa Nikita Dutta e-spik.pdf | 67 |
| 12 | 2026-07-06 | journal.ppat.1012764.pdf | 63 |
| 13 | 2026-07-06 | journal.pntd.0012809.pdf | 36 |
| 14 | 2026-07-06 | jitc-2022-005026.pdf | 43 |
| 15 | 2026-07-06 | jciinsight-8-165299.pdf | 37 |
| 16 | 2026-07-06 | jciinsight-8-165299 (1).pdf | 37 |
| 17 | 2026-07-06 | fcimb-13-1336489.pdf | 39 |
| 18 | 2026-07-06 | Boyle_washington_0250E_26285.pdf | 113 |
| 19 | 2026-07-06 | 2024.07.06.602325v2.full.pdf | 88 |
| 20 | 2026-07-06 | 2024.03.14.585048.full.pdf | 67 |
| 21 | 2026-07-06 | 1-s2.0-S266616672400203X-main.pdf | 38 |

## Celvivo commercial  (10 docs · 10 sampled · 100% coverage)
_Dataset ID: `922cde0880aa11f190f421d810cb6a77`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-07-16 | 盖章2026-21-HUIBAI- PO (2).pdf | 2 |
| 2 | 2026-07-16 | Packing Slip_Ordre 726-1.pdf | 3 |
| 3 | 2026-07-16 | Packing Slip_Ordre 726_3.pdf | 3 |
| 4 | 2026-07-16 | Packing Slip_Ordre 726_2.pdf | 3 |
| 5 | 2026-07-16 | Huibai Biotechnology -Distributor Agreement_Demo unit with special discount.pdf | 4 |
| 6 | 2026-07-16 | Exhibit 3_Requirements for SuperUser Certification.pdf | 2 |
| 7 | 2026-07-16 | Exhibit 2_Celvivo's Regulatory Terms and Conditions.pdf | 4 |
| 8 | 2026-07-16 | Exhibit 1_Celvivo Price Book 2026_Global_Distributior.xlsx | 2 |
| 9 | 2026-07-16 | Celvivo Disitribution Agreement_2026_Huibai Bio.pdf | 16 |
| 10 | 2026-07-16 | 1331651_20260630_131201.pdf | 1 |

## Cellshot厂家  (5 docs · 5 sampled · 100% coverage)
_Dataset ID: `437d31de7a7b11f18f37855334215f14`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-07-08 | CS-BD-007-CONF_CellShot Founding Strategic PoC Partnership.pdf | 6 |
| 2 | 2026-07-08 | CS-BD-007-A1-CONF_Customer-Specific Addendum-Primary T Cell DNA KI PoC Scope.pdf | 4 |
| 3 | 2026-07-08 | 06_9X Bio Legacy CellShot Demo Unit Upgrade Options.pdf | 3 |
| 4 | 2026-07-08 | 04_CellShot Price List_Distributor Discussion.pdf | 7 |
| 5 | 2026-07-08 | 01_CS-BD-001-EXT_CellShot Badger Series Overview.pdf | 29 |

## huibaibio  (3 docs · 3 sampled · 100% coverage)
_Dataset ID: `92604bda7aab11f18f37855334215f14`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-07-13 | 李东伟-年中汇报（2026-7-10）.pdf | 27 |
| 2 | 2026-07-13 | 智能纪要：团队负责人分享交流会 2026年7月13日.pdf | 11 |
| 3 | 2026-07-08 | 2026年（7月）业务部门月度例会文档.pdf | 69 |

## Organoid3  (1 docs · 1 sampled · 100% coverage)
_Dataset ID: `29d5de0a7ff511f190f421d810cb6a77`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-07-15 | 基于刺激的ApoE阿尔茨海默病诱导模型，利用含小胶质的脑类器官进行药物发现(1).pdf | 57 |

## nanotemper  (1 docs · 1 sampled · 100% coverage)
_Dataset ID: `496748f66a2611f199eda760f7ee5ce3`_

| # | Date | Doc name | Chunks |
| ---: | --- | --- | ---: |
| 1 | 2026-06-17 | 最新 - MO产品应用手册.pdf | 100 |