Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB
Summary: FlockMTL embeds LLMs/RAG in DuckDB via PROMPT/MODEL DDLs, exposing LLM-backed scalar/aggregate functions for chained tuple predictions and hybrid search. Relational optimizations (batching, meta-prompting) and resource-independent abstractions reduce data movement and orchestration. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Anas Dorbani
- 2. Sunny Yasser
- 3. Jimmy Lin
- 4. Amine Mhedhbi
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,277 | SemBench: A Benchmark for Semantic Query Processing Engines | 2026 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 185 | DuckDB: an Embeddable Analytical Database | 2019 | SIGMOD | 0.00036529607 |
| 2,013 | Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing | 2025 | CIDR | 9.7986166e-05 |
| 3,189 | Text2SQL is Not Enough: Unifying AI and Databases with TAG | 2025 | CIDR | 7.4140094e-05 |
| 5,429 | Logical and Physical Optimizations for SQL Query Execution over Large Language Models | 2025 | SIGMOD | 5.511638e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,351 | Reliable Text-to-SQL with Adaptive Abstention | 2025 | SIGMOD | 4.7484027e-05 |
| 10,112 | SEFRQO: A Self-Evolving Fine-Tuned RAG-Based Query Optimizer | 2026 | SIGMOD | 4.1905499e-05 |
| 5,429 | Logical and Physical Optimizations for SQL Query Execution over Large Language Models | 2025 | SIGMOD | 5.511638e-05 |
| 10,210 | SchemaRAG: A Schema-aware Retrieval-Augmented Generation Framework for Text-to-SQL | 2026 | SIGMOD | 4.1905499e-05 |
| 7,016 | LLM for Data Management | 2024 | VLDB | 4.8561622e-05 |
| 4,529 | Hybrid Querying Over Relational Databases and Large Language Models | 2025 | CIDR | 6.1057096e-05 |
| 6,202 | Chat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs | 2024 | VLDB | 5.1554849e-05 |
| 7,021 | DuckPGQ: Bringing SQL/PGQ to DuckDB | 2023 | VLDB | 4.8546368e-05 |
| 8,257 | DuckPGQ: Efficient Property Graph Queries in an analytical RDBMS | 2023 | CIDR | 4.5437589e-05 |
| 9,397 | Database as Runtime: Compiling LLMs to SQL for In-database Model Serving | 2025 | SIGMOD | 4.3399748e-05 |