[9.1] [Obs AI Assistant] Inject user prompt before tool call when query actions are clicked (#227462)#227643
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kibanamachine merged 1 commit intoelastic:9.1from Jul 11, 2025
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…ions are clicked (elastic#227462) Closes elastic/obs-ai-team#309 ## Summary This PR improves the `Display Results` and `visualize this query` actions by injecting a user prompt first and then the tool call to maintain correct message ordering. This fixes the empty message that was observed when visualize this query was clicked. However, in any case, if an empty message is received this should be handled separately to avoid breaking the conversation flow. ## Testing instructions: 1. Generate some logs 2. Pick the LLM (Needs to be tested with Elastic Managed LLM, Claude 3.5, Claude 3.7, GPT-4, etc) 3. Ask the assistant to generate a query 4. Click on `Display results` -- the results should be shown and the user should be able to continue the conversation 5. Click on `Visualize this query` -- the visualization should be shown and the user should be able to continue the conversation ## Traces with each model: - EIS (Visualize this query) - https://35-187-109-62.sslip.io/projects/UHJvamVjdDo5/traces/b1dcb77fb39ad7efbf82d9c4a1feb0e0?selectedSpanNodeId=U3BhbjoyOTk3ODQ%3D <img width="715" height="868" alt="image" src="https://github.com/user-attachments/assets/75fd8efe-82df-4f7f-ad4f-f915e09d49da" /> - EIS (Display results) - https://35-187-109-62.sslip.io/projects/UHJvamVjdDo5/traces/e7d8c42774491e6e2bcf328c34203c14?selectedSpanNodeId=U3BhbjozMDAxOTg%3D https://github.com/user-attachments/assets/6aa520db-2b40-4317-ace0-7be206ebb669 - Bedrock+Claude 3.7 - https://35-187-109-62.sslip.io/projects/UHJvamVjdDo5/traces/f1bc4f490fcc990db9dbddf0782cff7e?selectedSpanNodeId=U3BhbjoyOTk4MDA%3D <img width="709" height="889" alt="image" src="https://github.com/user-attachments/assets/86f77ff9-1783-42d3-8b31-8680fd7da227" /> - Bedrock+Claude 3.5 - https://35-187-109-62.sslip.io/projects/UHJvamVjdDo5/traces/457a7cc939ce3b18ae3a9e2b066c3a7f?selectedSpanNodeId=U3BhbjoyOTk4MTY%3D <img width="714" height="942" alt="image" src="https://github.com/user-attachments/assets/fe96b72e-24d0-4a85-9b42-a9862bdf4139" /> - AzureOpenAI+GPT 4.1 - https://35-187-109-62.sslip.io/projects/UHJvamVjdDo5/traces/de9fc09a6f0162b7b2d6f52fbb188469?selectedSpanNodeId=U3BhbjoyOTk4MzI%3D <img width="715" height="877" alt="image" src="https://github.com/user-attachments/assets/cca5326e-9350-426f-9f2e-a407d26e193d" /> - Gemini 2.0 Flash - https://35-187-109-62.sslip.io/projects/UHJvamVjdDo5/traces/982da6b0ff4bae04f45af0271aa4cd84?selectedSpanNodeId=U3BhbjoyOTk4NTI%3D <img width="709" height="880" alt="image" src="https://github.com/user-attachments/assets/d29b99c7-e3f6-4318-a19b-0a92e7aa690b" /> - Gemini 2.5 Flash - https://35-187-109-62.sslip.io/projects/UHJvamVjdDo5/traces/9f7115cc79bb2e929dbeb93670555e81?selectedSpanNodeId=U3BhbjoyOTk4NjU%3D <img width="708" height="872" alt="image" src="https://github.com/user-attachments/assets/4c6e48fd-ccaf-413c-b01d-21c0fc8df061" /> ### Checklist - [x] The PR description includes the appropriate Release Notes section, and the correct `release_note:*` label is applied per the [guidelines](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process) - [x] Review the [backport guidelines](https://docs.google.com/document/d/1VyN5k91e5OVumlc0Gb9RPa3h1ewuPE705nRtioPiTvY/edit?usp=sharing) and apply applicable `backport:*` labels. (cherry picked from commit 021b308)
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