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"model_name": "PRISM-Memory 7B Adapter",
"base_model": "Qwen/Qwen2.5-7B-Instruct",
"examples": [
{
"id": "ci_rollout",
"title": "CI rollout and platform constraints",
"note": "Numeric limits, alert preferences, and rollout state stay compact and queryable.",
"transcript": "[2025-03-01] Dana: We have 20 concurrent jobs max on GitHub Actions right now. Keep Snyk Slack notifications aggregated and concise, not one alert per repo.\n[2025-03-02] Ravi: Let's start with incremental scans and matrix jobs first, then widen coverage after the baseline stabilizes.\n[2025-03-07] Dana: No mTLS yet. Put it in phase two after the canary rollout.",
"later_question": "What is the current concurrency limit, how should Slack alerts behave, and when is mTLS planned?",
"answer_from_memory": "The current GitHub Actions concurrency limit is 20 jobs. Slack notifications should be aggregated and concise. mTLS is planned for phase two after the canary rollout.",
"source_mode": "released_model_precomputed",
"turns": [
{
"turn_index": 1,
"date": "2025-03-01",
"speaker": "Dana",
"text": "We have 20 concurrent jobs max on GitHub Actions right now. Keep Snyk Slack notifications aggregated and concise, not one alert per repo.",
"prism_memory": [
"GitHub Actions concurrency limit: 20 concurrent jobs",
"Snyk Slack notifications aggregated and concise; no separate alerts per repo"
],
"memory_store_after_turn": [
"GitHub Actions concurrency limit: 20 concurrent jobs",
"Snyk Slack notifications aggregated and concise; no separate alerts per repo"
]
},
{
"turn_index": 2,
"date": "2025-03-02",
"speaker": "Ravi",
"text": "Let's start with incremental scans and matrix jobs first, then widen coverage after the baseline stabilizes.",
"prism_memory": [
"Plan: start with incremental scans and matrix jobs; widen coverage after baseline stabilizes"
],
"memory_store_after_turn": [
"GitHub Actions concurrency limit: 20 concurrent jobs",
"Snyk Slack notifications aggregated and concise; no separate alerts per repo",
"Plan: start with incremental scans and matrix jobs; widen coverage after baseline stabilizes"
]
},
{
"turn_index": 3,
"date": "2025-03-07",
"speaker": "Dana",
"text": "No mTLS yet. Put it in phase two after the canary rollout.",
"prism_memory": [
"No mutual TLS enabled; mutual TLS will be implemented in phase two after the canary rollout."
],
"memory_store_after_turn": [
"GitHub Actions concurrency limit: 20 concurrent jobs",
"Snyk Slack notifications aggregated and concise; no separate alerts per repo",
"Plan: start with incremental scans and matrix jobs; widen coverage after baseline stabilizes",
"No mutual TLS enabled; mutual TLS will be implemented in phase two after the canary rollout."
]
}
],
"final_memory": [
"GitHub Actions concurrency limit: 20 concurrent jobs",
"Snyk Slack notifications aggregated and concise; no separate alerts per repo",
"Plan: start with incremental scans and matrix jobs; widen coverage after baseline stabilizes",
"No mutual TLS enabled; mutual TLS will be implemented in phase two after the canary rollout."
]
},
{
"id": "travel_replan",
"title": "Trip updates and hard constraints",
"note": "Updated plans should replace stale ones while durable constraints remain.",
"transcript": "[2025-06-12] Maya: We booked the Lisbon trip for September 14. I want a quiet hotel near Alfama, and no red-eye flights.\n[2025-06-18] Omar: The outbound should leave after 9am because early flights wreck me.\n[2025-07-02] Maya: Update the plan: Lisbon is off. We are going to Porto on September 21 instead, still no red-eye flights.",
"later_question": "Where is the trip now, on what date, and what flight constraint still applies?",
"answer_from_memory": "The current trip is to Porto on September 21, 2025, and red-eye flights are still off limits.",
"source_mode": "released_model_precomputed",
"turns": [
{
"turn_index": 1,
"date": "2025-06-12",
"speaker": "Maya",
"text": "We booked the Lisbon trip for September 14. I want a quiet hotel near Alfama, and no red-eye flights.",
"prism_memory": [
"Lisbon trip booked for September 14",
"Prefers a quiet hotel near Alfama",
"Prefers no red-eye flights"
],
"memory_store_after_turn": [
"Lisbon trip booked for September 14",
"Prefers a quiet hotel near Alfama",
"Prefers no red-eye flights"
]
},
{
"turn_index": 2,
"date": "2025-06-18",
"speaker": "Omar",
"text": "The outbound should leave after 9am because early flights wreck me.",
"prism_memory": [
"Outbound flight should depart after 9am."
],
"memory_store_after_turn": [
"Lisbon trip booked for September 14",
"Prefers a quiet hotel near Alfama",
"Prefers no red-eye flights",
"Outbound flight should depart after 9am."
]
},
{
"turn_index": 3,
"date": "2025-07-02",
"speaker": "Maya",
"text": "Update the plan: Lisbon is off. We are going to Porto on September 21 instead, still no red-eye flights.",
"prism_memory": [
"Lisbon trip canceled; Porto trip scheduled for September 21.",
"No red-eye flights for Porto trip."
],
"memory_store_after_turn": [
"Lisbon trip booked for September 14",
"Prefers a quiet hotel near Alfama",
"Prefers no red-eye flights",
"Outbound flight should depart after 9am.",
"Lisbon trip canceled; Porto trip scheduled for September 21.",
"No red-eye flights for Porto trip."
]
}
],
"final_memory": [
"Lisbon trip booked for September 14",
"Prefers a quiet hotel near Alfama",
"Prefers no red-eye flights",
"Outbound flight should depart after 9am.",
"Lisbon trip canceled; Porto trip scheduled for September 21.",
"No red-eye flights for Porto trip."
]
},
{
"id": "health_hobby",
"title": "Health constraints and new routines",
"note": "Personal constraints, routines, and hobbies should stay available for later coaching or reminders.",
"transcript": "[2025-08-03] Sam: My doctor wants me to keep sodium under 2 grams a day. I started painting on weekends because it helps me decompress.\n[2025-08-17] Sam: I bought watercolors and signed up for a Saturday class downtown.\n[2025-09-01] Sam: Skip late-night coffee from now on; it wrecks my sleep.",
"later_question": "What hobby did Sam start, what class did he sign up for, and what health constraints matter now?",
"answer_from_memory": "Sam started painting, signed up for a Saturday watercolor class downtown, should keep sodium under 2 grams per day, and wants to avoid late-night coffee.",
"source_mode": "released_model_precomputed",
"turns": [
{
"turn_index": 1,
"date": "2025-08-03",
"speaker": "Sam",
"text": "My doctor wants me to keep sodium under 2 grams a day. I started painting on weekends because it helps me decompress.",
"prism_memory": [
"Doctor recommended Sam limit sodium intake to 2 grams per day.",
"Sam paints on weekends as a decompression activity."
],
"memory_store_after_turn": [
"Doctor recommended Sam limit sodium intake to 2 grams per day.",
"Sam paints on weekends as a decompression activity."
]
},
{
"turn_index": 2,
"date": "2025-08-17",
"speaker": "Sam",
"text": "I bought watercolors and signed up for a Saturday class downtown.",
"prism_memory": [
"Sam bought watercolors and signed up for a Saturday painting class downtown."
],
"memory_store_after_turn": [
"Doctor recommended Sam limit sodium intake to 2 grams per day.",
"Sam paints on weekends as a decompression activity.",
"Sam bought watercolors and signed up for a Saturday painting class downtown."
]
},
{
"turn_index": 3,
"date": "2025-09-01",
"speaker": "Sam",
"text": "Skip late-night coffee from now on; it wrecks my sleep.",
"prism_memory": [
"Sam decided to skip late-night coffee starting now."
],
"memory_store_after_turn": [
"Doctor recommended Sam limit sodium intake to 2 grams per day.",
"Sam paints on weekends as a decompression activity.",
"Sam bought watercolors and signed up for a Saturday painting class downtown.",
"Sam decided to skip late-night coffee starting now."
]
}
],
"final_memory": [
"Doctor recommended Sam limit sodium intake to 2 grams per day.",
"Sam paints on weekends as a decompression activity.",
"Sam bought watercolors and signed up for a Saturday painting class downtown.",
"Sam decided to skip late-night coffee starting now."
]
}
]
}
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