Real ChatGPT answer · index seedjPmEi4pvCC0completeB2B software · data and analytics platformsinformational
How do I set up real time streaming with Kafka and Flink for a senior design project analyzing live transit data?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I set up real time streaming with Kafka and Flink for a senior design project analyzing live transit data?
1 real search · 1 real-search pass
Apache Kafka documentation producer consumer topics official docs Apache Flink Kafka connector DataStream event time checkpoints documentation GTFS realtime protocolGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Apache Kafka documentation producer consumer topics official docs Apache Flink Kafka connector DataStream event time checkpoints documentation GTFS realtime protocol Google ↗
- GTFS-Realtime documentation · gtfs.org
- Mobility Database · mobilitydatabase.org
- Transitland · transit.land
- flink-connector-kafka/docs/content/docs/connectors/datastream/kafka.md at main · apache/flink-connector-kafka · github.com
- Apache Flink Documentation · flink.apache.org
- Apache Kafka documentation · kafka.apache.org
- Apache Flink documentation · nightlies.apache.org
- Flink Kafka connector · nightlies.apache.org
Queries
1 queries · click a column to sort