How do we migrate our existing customer chatbot from Dialogflow to a modern LLM-powered agent without losing our conversation history
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do we migrate our existing customer chatbot from Dialogflow to a modern LLM-powered agent without losing our conversation history
1 real search · 1 real-search pass
Google Dialogflow CX export conversation history interaction logs BigQuery export agents documentation; Dialogflow ES conversation history export logs documentation; Google Cloud migrate Dialogflow to generative AI agent architectureGoogle ↗
OBSERVEDInstruction
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
Google Dialogflow CX export conversation history interaction logs BigQuery export agents documentation; Dialogflow ES conversation history export logs documentation; Google Cloud migrate Dialogflow to generative AI agent architecture Google ↗
- Conversation history export to BigQuery | Dialogflow CX | Google Cloud Documentation · docs.cloud.google.com
- Conversation history | Dialogflow CX | Google Cloud Documentation · docs.cloud.google.com
- Importing conversation logs from Dialogflow CX - Conversational Agents (Dialogflow CX) · discuss.google.dev
- Method: projects.locations.agents.export | Dialogflow CX | Google Cloud Documentation · docs.cloud.google.com
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Dialogflow CX export conversation history interaction logs BigQuery export agents documentation; Dialogflow ES conversation history export logs documentation; Google Cloud migrate Dialogflow to generative AI agent architecture OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |