PalimpChat: Declarative and Interactive AI analytics
Summary: PalimpChat enables natural-language construction of AI pipelines atop Palimpzest, making declarative frameworks accessible to non-experts. Integrates Archytas ReAct with Palimpzest operators, enabling interactive AI workflows via chat; demo online. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Chunwei Liu (Massachusetts Institute of Technology)
- 2. Gerardo Vitagliano (Massachusetts Institute of Technology)
- 3. Brandon Rose (Jataware)
- 4. Matthew Printz (Jataware)
- 5. David Andrew Samson (Jataware)
- 6. Michael John Cafarella (Massachusetts Institute of Technology)
BibTeX Citation
@inproceedings{liu_sigmod25,
title = {{PalimpChat: Declarative and Interactive AI analytics}},
author = {Liu, Chunwei and Vitagliano, Gerardo and Rose, Brandon and Printz, Matthew and Samson, David Andrew and Cafarella, Michael John},
series = {{SIGMOD} '25},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3722212.3725122},
url = {https://dl.acm.org/doi/10.1145/3722212.3725122},
year = {2025}
}
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,286 | In-depth Analysis of Graph-based RAG in a Unified Framework | 2025 | VLDB | 7.441688e-05 |
| 6,615 | Multi-Objective Agentic Rewrites for Unstructured Data Processing | 2026 | VLDB | 5.7164252e-05 |
| 8,707 | Relational Deep Dive: Error-Aware Queries Over Unstructured Data | 2026 | VLDB | 5.2705676e-05 |
| 10,543 | HAMMER: An Automatic RAG Tuning System via Hierarchical Memory-Guided Monte Carlo Tree Search | 2026 | SIGMOD | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 605 | CAESURA: Language Models as Multi-Modal Query Planners | 2024 | CIDR | 0.00015630219 |
| 630 | DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing | 2025 | VLDB | 0.00015402076 |
| 697 | Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing | 2025 | CIDR | 0.00014665686 |
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