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Reference RAGFlow 文档采样索引 Document-level sample index of Robin's RAGFlow instance (http://10.10.10.254:9980) — 18 KBs / 32709 total docs / 401 sample entries (last sync 2026-08-03). Captures the 30-doc-per-request server-side limit + offset bug that forces 12 large KBs to single-page samples. Lets MiniMax code / Hermes see 'what's in each KB' without SQL queries; complements `/sources/ragflow.md` (KB-level health + counts).
ragflow
evidence-index
source
kb-documents
sample
2026-08-13

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: 401 Last sync: 2026-08-03T18:30:07Z 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 · 30 sampled · 0% coverage)

Dataset ID: 8dfa438274e511f192005b500fef9793

# Date Doc name Chunks
1 2026-07-02 PMC12892997_ACE2-independent_entry_factors_for_SARS-CoV-2_infection_and_immune_a... 1
2 2026-07-02 PMC12892916_Enhanced_lipid_metabolism_serves_as_a_metabolic_vulnerability_to_pol... 1
3 2026-07-02 PMC12892910_Nectin-4_reduces_T_cell_effector_function_and_is_a_therapeutic_targe... 1
4 2026-07-02 PMC12892906_Splice_modulation_of_COL4A5_reinstates_collagen_IV_assembly_in_an_or... 1
5 2026-07-02 PMC12892902_Distinct_transcriptional_and_epigenomic_programs_define_Hofbauer_cel... 1
6 2026-07-02 PMC12892900_Single-cell_mapping_of_human_endometrium_and_decidua_reveals_epithel... 1
7 2026-07-02 PMC12892898_Epithelial_HO-1_regulates_iron_availability_and_promotes_colonic_tum... 1
8 2026-07-02 PMC12892751_NAT10_promotes_the_glycolysis_of_retinoblastoma_through_ac4C_modific... 1
9 2026-07-02 PMC12892724_Disruption_of_HSPA8-GEMIN5_interaction_suppresses_colorectal_cancer_... 2
10 2026-07-02 PMC12892639_OGT-mediated_O-GlcNAcylation_of_MAGI1_exacerbates_high_glucose-trigg... 2
11 2026-07-02 PMC12892564_Diffuse_neuroinflammation_and_immature_neuron_loss_in_fetal_Rhesus_m... 1
12 2026-07-02 PMC12892518_Glomus_tumors_of_the_left_hallux_and_right_thumb_a_rare_case_report.... 1
13 2026-07-02 PMC12892516_Activating_KRAS_mutations_mark_premalignant_cystic_structures_in_con... 1
14 2026-07-02 PMC12892403_Cycloastragenol_Derivatives_Improve_Tyrosine_Metabolism_Regulate_TLR... 2
15 2026-07-02 PMC12892373_Beyond_nocardioform_Transcriptionally_active_microbes_and_host_respo... 2
16 2026-07-02 PMC12892310_CACHE_Challenge_3_Targeting_the_Nsp3_Macrodomain_of_SARS-CoV2.txt 1
17 2026-07-02 PMC12892152_GLP-1_Receptor_Agonists_Plus_Progestins_and_Endometrial_Cancer_Risk_... 2
18 2026-07-02 PMC12892072_Intratumoral_immune-microbial_crosstalk_shaped_by_tumor_cell-derived... 1
19 2026-07-02 PMC12892064_Resolving_Single-Cell_Gene_Expression_by_Pseudotemporal_Integration_... 1
20 2026-07-02 PMC12892057_A_descriptive_study_of_patients_diagnosed_with_cystic_fibrosis_or_a_... 1
21 2026-07-02 PMC12892023_Cell_Calcification_Models_and_Their_Implications_for_Medicine_and_Bi... 1
22 2026-07-02 PMC12891934_Combination_of_extracellular_vesicles_and_organoids_as_a_prospective... 1
23 2026-07-02 PMC12891898_Artificial_intelligence-guided_design_of_lipid_nanoparticles_for_mRN... 1
24 2026-07-02 PMC12891873_REEP6_promotes_colorectal_cancer_glycolysis_and_tumorigenesis_throug... 1
25 2026-07-02 PMC12891836_Lipid_remodeling_and_ferroptosis_in_phosphatidylcholine-mediated_tum... 1
26 2026-07-02 PMC12891753_Loss_of_the_Y_Chromosome_in_Oral_Potentially_Premalignant_Disorders_... 1
27 2026-07-02 PMC12891724_O-GlcNAcylation_of_AMFR_stabilizes_TSPAN4_to_regulate_migrasome_form... 1
28 2026-07-02 PMC12891705_QAL333s_antitumor_activity_and_predictive_modeling_integrated_transc... 1
29 2026-07-02 PMC12891666_Very-large-scale_mimetic_optogenetic_synapses_for_physical_reservoir... 1
30 2026-07-02 PMC12891662_Dictionary_of_human_intestinal_organoid_responses_to_secreted_niche_... 1

Organoid2 (4974 docs · 30 sampled · 1% coverage)

Dataset ID: 044cdb54762011f192005b500fef9793

# Date Doc name Chunks
1 2026-07-04 PMC13214499_Algae-Derived_Bioactive_Compounds_as_Platforms_for_Translational_Bio... 1
2 2026-07-04 PMC13214329_Neuroinflammation_after_stroke_initiation_amplification_and_therapeu... 1
3 2026-07-04 PMC13214305_Small_molecules_promote_the_in_vitro_expansion_and_passaging_of_adul... 1
4 2026-07-04 PMC13214250_Piezo_ion_channels_in_the_digestive_system_Mechanotransduction_pathw... 1
5 2026-07-04 PMC13214095_Cerebrospinal_fluid_and_frontal_cortex_TMPRSS2_and_ACE2_protein_leve... 2
6 2026-07-04 PMC13214037_Light-controlled_disruption_of_cancer_cell_dormancy_via_photoswitcha... 2
7 2026-07-04 PMC13214008_TGFb_signaling_instructs_a_conserved_fibrosis-associated_cell_state_... 1
8 2026-07-04 PMC13213893_Beyond_networks_Toward_adaptive_models_of_biological_complexity.txt 1
9 2026-07-04 PMC13213868_Clinical_significance_and_functional_characterization_of_RRN3_in_gas... 1
10 2026-07-04 PMC13213773_Pathophysiological_mechanisms_of_organ_injury_in_Fabry_disease_Updat... 1
11 2026-07-04 PMC13213733_Hemodynamics_in_heart_the_critical_role_of_hemodynamics_in_myocardia... 1
12 2026-07-04 PMC13213708_Targeting_Cancer-Associated_PCNA_with_AOH1996_Induces_Mitotic_Catast... 1
13 2026-07-04 PMC13213693_Targeting_the_glial-fibrotic_scar_microenvironment_after_spinal_cord... 1
14 2026-07-04 PMC13213681_Engineering_skin_microphysiological_systems_for_transdermal_drug_scr... 1
15 2026-07-04 PMC13213680_Integrating_CRISPR_genome_editing_with_liver_organoid_and_hiPSC-deri... 1
16 2026-07-04 PMC13213672_Guiding_Principles_Reporting_Elements_for_Gastrointestinal_Organoid_... 1
17 2026-07-04 PMC13213392_Re-evaluating_breast_malignant_pleural_effusion_toward_evidence-base... 1
18 2026-07-04 PMC13213317_Environmental_occurrence_exposure_toxicity_and_transformation_of_ben... 2
19 2026-07-04 PMC13213298_Protocol_for_validating_drug_efficacy_and_safety_in_scalable_96-well... 1
20 2026-07-04 PMC13213292_Biomarkers_in_preclinical_and_early_Alzheimers_disease_in_China_a_sc... 1
21 2026-07-04 PMC13213229_Region-specific_microglial_alterations_in_the_acoustic_startle_circu... 1
22 2026-07-04 PMC13213076_CGRP_at_the_Neuroimmune_Interface_Regulator_of_Host_Defense_Tumor_Im... 1
23 2026-07-04 PMC13213049_Paired_DNA_and_RNA_sequencing_uncovers_common_and_rare_variation_reg... 1
24 2026-07-04 PMC13213047_NAALADL1_modulates_cellular_resistance_to_Tumor_Treating_Fields_in_c... 1
25 2026-07-04 PMC13212913_A_compatible_gravity-driven_organoid_perfusion_GDOP_platform_for_dru... 1
26 2026-07-04 PMC13212863_xCELLigence_RTCA_system_in_cancer_biology_innovations_in_real-time_f... 1
27 2026-07-04 PMC13212829_Biomimetic_Constructs_for_Achilles_Tendon_Regeneration_and_their_Tra... 1
28 2026-07-04 PMC13212716_NK_cells_promote_cardiac_cell_death_and_regulate_myelopoiesis_in_myo... 1
29 2026-07-04 PMC13212602_IL-11IL6STSTAT3_signaling_defines_a_convergent_inflammatory_axis_in_... 2
30 2026-07-04 PMC13212521_The_role_of_the_complement_system_in_gastrointestinal-related_diseas... 1

Organoid (2514 docs · 30 sampled · 1% coverage)

Dataset ID: 3c063ce2559c11f1bbe76d8b6ef5373a

# Date Doc name Chunks
1 2026-05-31 下载3(1).pdf 4
2 2026-05-31 文献1333(1).pdf 0
3 2026-05-31 REGENHU_BROCHURE_R_GEN_100_FINAL.pdf 8
4 2026-05-31 2025.06.24.661324v2.full_origin(2).pdf 36
5 2026-05-31 41467_2025_Article_67725_layout(1).pdf 43
6 2026-05-31 2023.06.12.544552.full 类脑-mono(1).pdf 76
7 2026-05-31 20_origin.pdf 39
8 2026-05-31 2025.06.24.661324v2.full_layout(2).pdf 0
9 2026-05-31 81-90_83.pdf 32
10 2026-05-31 Human iPSC-Derived Hippocampal Spheroids-mono.pdf 0
11 2026-05-31 18_origin.pdf 0
12 2026-05-31 s41467-025-55882-2(2).pdf 57
13 2026-05-31 Wolfram Arnold_Revolutionizing Brain Cancer Research with Ex Vivo Precision-mon... 4
14 2026-05-31 32b25b3eb8acd0a33778d11f2b937cafeb81_span.pdf 0
15 2026-05-31 a38acdcfef6a96b667f69425c88f45d5a1bd.pdf 0
16 2026-05-31 2025.06.02.657036v1.full-mono_layout(2).pdf 0
17 2026-05-31 Generation of human nucleus basalis organoids with functional nbM-cortical choli... 54
18 2026-05-31 9_layout.pdf 0
19 2026-05-31 Dual inhibition of MAPK_ERK and BMP signaling induces entorhinal-like identity i... 0
20 2026-05-31 25415oa_origin.pdf 138
21 2026-05-31 micromachines-11-00208-v2(1).pdf 27
22 2026-05-31 PIIS2667237525003315(2).pdf 0
23 2026-05-31 Human-organoids-as-3D-in-vitro-platforms-for-drug-discovery-opportunities-and-ch... 0
24 2026-05-31 ssrn-5575434(2).pdf 53
25 2026-05-31 7_span.pdf 0
26 2026-05-31 32b25b3eb8acd0a33778d11f2b937cafeb81_origin(1).pdf 0
27 2026-05-31 Network-wide effects of pallidal deep brain stimulation normalised-mono_span.pdf 0
28 2026-05-31 fnins math(2).pdf 31
29 2026-05-31 Generation of human nucleus basalis organoids with(1).pdf 46
30 2026-05-31 Protocol for tailored in vitro neuronal networks_origin(1).pdf 40

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 55.pdf 28
8 2026-05-31 20210303-ahead-3Brain-press-release.pdf 2
9 2026-05-31 Multi-well HD-MEA (24 well) Platform _ HyperCAM Delta _ 3Brain(2).pdf 11
10 2026-05-31 类器官及MEA海报(1).pdf 3
11 2026-05-31 s41380-026-03470-1.pdf 28
12 2026-05-31 2022-08-15_3Brain_CSEM_Accura-3D(2).pdf 7
13 2026-05-31 77.pdf 38
14 2026-05-31 6.pdf 40
15 2026-05-31 31.pdf 55
16 2026-05-31 20250120-2770739-ozrr5m-mono.pdf 22
17 2026-05-31 Intermittent_Propofol_Exposure_Induces_Neurodevelo.pdf 47
18 2026-05-31 MEA Software _ Axion Biosystems.pdf 2
19 2026-05-31 ssrn-5575434.pdf 53
20 2026-05-31 14.pdf 35
21 2026-05-31 X---PIIS193459092400290X.pdf 53
22 2026-05-31 5.pdf 57
23 2026-05-31 CorePlate-1W_Perfusion-System-Components-and-Set-Up.pdf 13
24 2026-05-31 Publications _ 3Brain(2).pdf 75
25 2026-05-31 3Brain高分辨微电极阵列分析系统 _ Biokingdom(1).pdf 23
26 2026-05-31 3Brain MEA文献列表 _ Biokingdom(3).pdf 0
27 2026-05-31 CorePlate-6W-38-60_Handling-Cleaning-Sterilization-Hydrophilization-Guide.pdf 6
28 2026-05-31 57.pdf 46
29 2026-05-31 Multi-well HD-MEA _ CorePlate™ 24W _ 3Brain.pdf 3
30 2026-05-31 3Brain MEA文献列表 _ Biokingdom(2).pdf 0

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 Macromolecular Bioscience - 2023 - Duong - Digital Light Processing 3D Bioprinti... 37
8 2026-05-31 42114_2025_Article_1546.pdf 42
9 2026-05-31 Development of a porcine decellularized extracellular matrix DECM bioink for 3... 37
10 2026-05-31 PIIS2405844024006248.pdf 60
11 2026-05-31 Advanced Science - 2025 - Li - Bioprinted Organoids An Innovative Engine in Bio... 37
12 2026-05-31 High-resolution CMOS-based biosensor for assessing hippocampal circuit dynamics ... 53
13 2026-05-31 Small - 2025 - Kilic - 3DPrinted Crosslinked NanocelluloseMXene Hydrogels and ... 35
14 2026-05-31 Derman_2025_Int._J._Extrem._Manuf._7_012009.pdf 110
15 2026-05-31 Adv Healthcare Materials - 2025 - Ganguly - Fluid ShearControlled Pro AntiInfl... 46
16 2026-05-31 GJHS-8-190.pdf 15
17 2026-05-31 High-resolution CMOS-based biosensor for assessing hippocampal circuit dynamics ... 51
18 2026-05-31 1-s2.0-S0268005X25007556-mainext.pdf 39
19 2026-05-31 s41467-023-40379-7.pdf 26
20 2026-05-31 Recent_advances_in_3d_printed_biomaterials.pdf 141
21 2026-05-31 PIIS1934590923004393.pdf 50
22 2026-05-31 emulating-human-tissues-and-organs-a-bioprinting-perspective-toward-personalized... 170
23 2026-05-31 s42003_CommunBiol2025.pdf 59
24 2026-05-31 1-s2.0-S0141813024034160-main.pdf 47
25 2026-05-31 Protocol for tailored in vitro neuronal networks on high-density microelectrode ... 93
26 2026-05-31 Small Science - 2024 - Madadian - InFoam Bioprinting An Embedded Bioprinting T... 29
27 2026-05-31 Organoid assessment technologies _ Biokingdom-mono.pdf 54
28 2026-05-31 Protocol for tailored in vitro neuronal networks on high-density microelectrode ... 52
29 2026-05-31 Untitled Page _ Biokingdom-mono.pdf 52
30 2026-05-31 Organoids _ Biokingdom-mono_layout.pdf 164

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 Switch component _ RAGFlow.pdf 1
2 2026-05-31 RAGFlow MCP tools _ RAGFlow.pdf 1
3 2026-05-31 Build Ecommerce customer support agent _ RAGFlow.pdf 7
4 2026-05-31 Manage team members _ RAGFlow.pdf 4
5 2026-05-31 Manage metadata _ RAGFlow.pdf 4
6 2026-05-31 Agent component _ RAGFlow.pdf 10
7 2026-05-31 Add Bitbucket _ RAGFlow.pdf 2
8 2026-05-31 Execute SQL tool _ RAGFlow.pdf 2
9 2026-05-31 Use memory _ RAGFlow.pdf 5
10 2026-05-31 Supported models _ RAGFlow.pdf 5
11 2026-05-31 Releases _ RAGFlow.pdf 18
12 2026-05-31 Add Notion _ RAGFlow.pdf 2
13 2026-05-31 Set page rank _ RAGFlow.pdf 2
14 2026-05-31 Text processing component _ RAGFlow.pdf 1
15 2026-05-31 HTTP request component _ RAGFlow.pdf 12
16 2026-05-31 Glossary _ RAGFlow.pdf 2
17 2026-05-31 Use tag set _ RAGFlow.pdf 3
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 Launch service from source _ RAGFlow.pdf 3
21 2026-05-31 Start AI chat _ RAGFlow.pdf 6
22 2026-05-31 Upgrading _ RAGFlow.pdf 2
23 2026-05-31 Switch document engine _ RAGFlow.pdf 1
24 2026-05-31 Set variables _ RAGFlow.pdf 3
25 2026-05-31 Contribution guidelines _ 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 Build RAGFlow Docker image _ RAGFlow.pdf 2
29 2026-05-31 Configure dataset _ RAGFlow.pdf 6
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 DInduced 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