diff --git a/src/everos/memory/search/agentic_agent.py b/src/everos/memory/search/agentic_agent.py index 012eb5e9d..c6fd89474 100644 --- a/src/everos/memory/search/agentic_agent.py +++ b/src/everos/memory/search/agentic_agent.py @@ -20,13 +20,15 @@ from __future__ import annotations +import datetime as _dt from collections.abc import Awaitable, Callable -from typing import TYPE_CHECKING +from typing import TYPE_CHECKING, Any from everalgo.rank.agentic import aagentic_retrieve from everalgo.rank.hybrid import ahybrid_retrieve from everalgo.types import Candidate +from everos.component.utils.datetime import from_timestamp, to_timestamp_ms from everos.core.observability.tracing import memory_span from everos.memory.search.callbacks import build_rerank_fn from everos.memory.search.shaper import ( @@ -56,6 +58,48 @@ _REFINEMENT_STRATEGY: str = "multi_query" +def _to_everalgo_doc_metadata( + metadata: dict[str, Any], *, text_field: str +) -> dict[str, Any]: + """Bridge agent recall metadata to the everalgo ``_format_docs`` contract. + + ``aagentic_retrieve`` renders round-1 candidates into the sufficiency / + multi-query LLM prompt via ``everalgo.rank.agentic._format_docs``, which + reads ``metadata["episode"]`` as a dict with ``subject`` + ``content`` and + a ms-epoch ``metadata["timestamp"]``. Agent-kind rows carry their body in + ``text_field`` (``task_intent`` / ``skill``) and the time in ``timestamp`` + (datetime); without this bridge ``_format_docs`` raises ``TypeError``. + Mirrors the episode path's bridge in ``agentic.py``. + ``_restore_shaper_metadata`` reverts it before DTO shaping. + """ + bridged = dict(metadata) + content = metadata.get(text_field) + if isinstance(content, str): + bridged["episode"] = { + "subject": metadata.get("subject", ""), + "content": content, + } + timestamp = metadata.get("timestamp") + if isinstance(timestamp, _dt.datetime): + bridged["timestamp"] = to_timestamp_ms(timestamp) + return bridged + + +def _restore_shaper_metadata(metadata: dict[str, Any]) -> dict[str, Any]: + """Revert ``_to_everalgo_doc_metadata`` before agent-DTO shaping. + + The shaper reads ``timestamp`` as a ``datetime``; the bridged ms-epoch + int must be reverted. The injected ``episode`` dict is inert for the + agent shapers (they read case/skill fields), so it is simply dropped. + """ + reverted = dict(metadata) + timestamp = metadata.get("timestamp") + if isinstance(timestamp, (int, float)): + reverted["timestamp"] = from_timestamp(timestamp) + reverted.pop("episode", None) + return reverted + + async def search_agent_cases_agentic( query: str, *, @@ -171,7 +215,7 @@ async def hybrid_full(q: str, k: int) -> list[Candidate]: observation_type="retriever", metadata={"phase": "agentic_hybrid"}, ): - return await ahybrid_retrieve( + hits = await ahybrid_retrieve( q, dense_retrieve=_dense, sparse_retrieve=_sparse, @@ -180,6 +224,19 @@ async def hybrid_full(q: str, k: int) -> list[Candidate]: sparse_candidates=_SPARSE_CANDIDATES, rrf_k=_HYBRID_RRF_K, ) + # Bridge to the everalgo doc contract so ``_format_docs`` (the LLM + # sufficiency / multi-query prompt) sees an episode dict + ms + # timestamp; agent-kind rows otherwise lack it and _format_docs raises. + return [ + c.model_copy( + update={ + "metadata": _to_everalgo_doc_metadata( + c.metadata, text_field=recaller.text_field + ) + } + ) + for c in hits + ] rerank_fn = build_rerank_fn(reranker, text_field=recaller.text_field) @@ -197,4 +254,9 @@ async def hybrid_full(q: str, k: int) -> list[Candidate]: multi_query_count=_MULTI_QUERY_COUNT, rrf_k=_HYBRID_RRF_K, ) - return candidates + # Revert the doc-contract bridge so the agent DTO shapers see the + # original metadata shape (timestamp as datetime, no ``episode`` dict). + return [ + c.model_copy(update={"metadata": _restore_shaper_metadata(c.metadata)}) + for c in candidates + ] diff --git a/tests/e2e/conftest.py b/tests/e2e/conftest.py index 6958fe143..8b59e8e75 100644 --- a/tests/e2e/conftest.py +++ b/tests/e2e/conftest.py @@ -136,6 +136,17 @@ async def core_pipeline_runtime( monkeypatch.setattr(client_mod, "_llm_client", None, raising=False) _reset_strategy_singletons(monkeypatch) + # The full-app lifespan starts OME, whose config reloader requires an + # ``ome.toml`` in the memory root (normally created by ``everos init``). + # Provision the packaged default so the pipeline e2e can boot; OME + # strategies are code-registered (see api/lifespans/ome.py), so the + # default config is sufficient for extraction. + import shutil + from importlib.resources import files + + default_ome = files("everos.config") / "default_ome.toml" + shutil.copyfile(str(default_ome), str(tmp_path / "ome.toml")) + yield tmp_path diff --git a/tests/e2e/test_search_endpoint_e2e.py b/tests/e2e/test_search_endpoint_e2e.py index 5e74ac436..af17f5767 100644 --- a/tests/e2e/test_search_endpoint_e2e.py +++ b/tests/e2e/test_search_endpoint_e2e.py @@ -155,35 +155,38 @@ async def _seed_user_profiles(rows: list[dict[str, Any]]) -> list[UserProfile]: async def _seed_user_memory_cluster(eps: list[dict], *, owner_id: str) -> None: - """Seed one ``user_memory`` cluster covering every memcell in ``eps``. + """Seed one ``user_memory`` cluster covering every episode in ``eps``. The AGENTIC episode path goes through ``acluster_retrieve`` (see ``memory/search/agentic.py``), which narrows hybrid candidates to the - union of cluster member memcell ids. Tests that exercise the AGENTIC + union of cluster member ids. Production user_memory clusters store + episode ``entry_id`` members (``member_type="episode"``; see + ``strategies/trigger_profile_clustering.py``), matching the entry_id + keying of ``fetch_all_for_owner``. Tests that exercise the AGENTIC method therefore need at least one cluster whose members cover the - seeded episodes' ``parent_id``s — otherwise ``cluster_scoped`` yields + seeded episodes' ``entry_id``s — otherwise ``cluster_scoped`` yields nothing and the agentic pipeline returns ``[]``. Centroid is embedded from one of the episode bodies via the live embedder; with a single cluster the cosine ranking against the query is trivial (only one candidate), so any reasonable anchor works. """ - memcell_ids = list({ep["parent_id"] for ep in eps}) + entry_ids = list({ep["entry_id"] for ep in eps}) centroid_text = eps[0]["episode"] centroid_vec = await get_embedder().embed(centroid_text) await cluster_repo.upsert_with_members( AlgoCluster( id=mint_cluster_id(), centroid=np.asarray(centroid_vec, dtype=np.float32), - count=len(memcell_ids), + count=len(entry_ids), last_ts=int(time.time() * 1000), preview=[ep["episode"][:80] for ep in eps[:3]], - members=memcell_ids, + members=entry_ids, ), owner_id=owner_id, owner_type="user", kind="user_memory", - member_type="memcell", + member_type="episode", ) @@ -1073,27 +1076,28 @@ async def test_search_hybrid_hierarchical_eviction_with_memcell_facts( """ eps = _eps_for_owner(search_seed, "caroline") await _seed_episodes(eps) - ep_parent_ids = {r["parent_id"] for r in eps} + ep_entry_ids = {r["entry_id"] for r in eps} matching_facts = [ - r for r in search_seed["atomic_fact"] if r["parent_id"] in ep_parent_ids + r for r in search_seed["atomic_fact"] if r["parent_id"] in ep_entry_ids ] - assert matching_facts, "seed should have at least one fact sharing a memcell" + assert matching_facts, "seed should have at least one fact bridging an episode" await _seed_atomic_facts(matching_facts) resp = await _post(client, query="counseling", method="hybrid", top_k=5) assert resp.status_code == 200 data = resp.json()["data"] assert data["episodes"], "hybrid should return at least one episode" - # Whichever facts *do* get embedded must share parent_id with their - # host episode (the memcell-bridge invariant). + # Whichever facts *do* get embedded must bridge to their host episode + # via ``parent_id == episode.entry_id`` (the current fact-linkage + # invariant; see extract_atomic_facts). for ep in data["episodes"]: if not ep["atomic_facts"]: continue - host_parent = next((e["parent_id"] for e in eps if e["id"] == ep["id"]), None) + host_entry = next((e["entry_id"] for e in eps if e["id"] == ep["id"]), None) for fact in ep["atomic_facts"]: seed_fact = next((r for r in matching_facts if r["id"] == fact["id"]), None) if seed_fact is not None: - assert seed_fact["parent_id"] == host_parent + assert seed_fact["parent_id"] == host_entry @pytest.mark.slow @@ -1125,11 +1129,11 @@ class _AlphaZeroConfig(mgr.RankConfig): eps = _eps_for_owner(search_seed, "caroline") await _seed_episodes(eps) - ep_parent_ids = {r["parent_id"] for r in eps} + ep_entry_ids = {r["entry_id"] for r in eps} matching_facts = [ - r for r in search_seed["atomic_fact"] if r["parent_id"] in ep_parent_ids + r for r in search_seed["atomic_fact"] if r["parent_id"] in ep_entry_ids ] - assert matching_facts, "seed should have at least one fact sharing a memcell" + assert matching_facts, "seed should have at least one fact bridging an episode" await _seed_atomic_facts(matching_facts) resp = await _post(client, query="counseling", method="hybrid", top_k=10) @@ -1142,8 +1146,8 @@ class _AlphaZeroConfig(mgr.RankConfig): "alpha=0 should let hierarchical eviction promote >=1 fact" ) - # Memcell-bridge invariant — every attached fact's parent_id must - # match its host episode's parent_id. + # Fact-linkage invariant — every attached fact's parent_id must match + # its host episode's entry_id (current fact→episode bridge). eps_by_id = {e["id"]: e for e in eps} for ep in data["episodes"]: host = eps_by_id.get(ep["id"]) @@ -1152,7 +1156,7 @@ class _AlphaZeroConfig(mgr.RankConfig): for fact in ep["atomic_facts"]: seed_fact = next((r for r in matching_facts if r["id"] == fact["id"]), None) if seed_fact is not None: - assert seed_fact["parent_id"] == host["parent_id"] + assert seed_fact["parent_id"] == host["entry_id"] # ═══════════════════════════════════════════════════════════════════════ @@ -1287,7 +1291,7 @@ async def test_search_filter_error_returns_422( # FastAPI's default ``{"detail": ...}``). The FilterError text # lands in ``error.message``. body = resp.json() - assert body["error"]["code"] == "HTTP_ERROR" + assert body["error"]["code"] == "INVALID_INPUT" assert "this_field_does_not_exist" in body["error"]["message"] @@ -1315,7 +1319,7 @@ async def test_vector_search_with_session_filter( base = _eps_for_owner(search_seed, "caroline") facts = _facts_for_owner(search_seed, "caroline") half = len(base) // 2 - target_parent_ids = {r["parent_id"] for r in base[:half]} + target_parent_ids = {r["entry_id"] for r in base[:half]} await _seed_episodes( [{**r, "session_id": "sess_target"} for r in base[:half]] @@ -1379,7 +1383,7 @@ async def test_agentic_search_with_timestamp_filter( [ { **f, - "parent_id": eps_post[i % len(eps_post)]["parent_id"], + "parent_id": eps_post[i % len(eps_post)]["entry_id"], "timestamp": eps_post[i % len(eps_post)]["timestamp"], } for i, f in enumerate(facts) diff --git a/tests/fixtures/_dump_search_seed.py b/tests/fixtures/_dump_search_seed.py index 24437b311..5336d5fd3 100644 --- a/tests/fixtures/_dump_search_seed.py +++ b/tests/fixtures/_dump_search_seed.py @@ -8,13 +8,14 @@ Sampling rules: -- **episode**: first 8 rows per owner (caroline + melanie). Captures - the parent_id (= memcell_id) set so downstream tables can be - bridge-consistent. -- **atomic_fact**: every row whose ``parent_id`` is in the episode- - parent set above, capped at 50 to keep the seed compact. This - guarantees hierarchical-eviction testing can verify "facts sharing a - memcell with the matched episode get embedded". +- **episode + atomic_fact**: sampled together for fact↔episode + coherence. Facts link to their host episode via + ``atomic_fact.parent_id == episode.entry_id`` (parent_type="episode"; + see ``memory/strategies/extract_atomic_facts.py``). Episodes that host + facts are picked first (up to 8/owner) so hierarchical-eviction and the + fact-first paths (vector MaxSim, agentic) have a non-trivial, + multi-episode corpus; facts are then kept iff their host episode made + the cut (≤15/owner), guaranteeing every kept fact bridges back. - **foresight**: 5 per owner. Archived for future use; current ``/search`` does not query foresight, so the seed only exists so downstream tests can opt in without re-cutting the corpus. @@ -74,35 +75,43 @@ def main() -> None: OUT_DIR.mkdir(parents=True, exist_ok=True) db = lancedb.connect(str(CORPUS)) - # 1) episodes — first 8 per owner. + # 1) episodes + 2) atomic_facts — sampled together so the slice is + # fact↔episode coherent AND rich (facts spread across several + # episodes, not piled on one). + # + # Current extraction links a fact to its host episode via + # ``atomic_fact.parent_id == episode.entry_id`` (parent_type="episode"; + # see ``memory/strategies/extract_atomic_facts.py``). The fact-first + # search paths (vector MaxSim, agentic) fetch episodes by that + # entry_id, so the seed must preserve that linkage. Sample the + # episodes that actually HAVE facts first (up to 8/owner), so the + # agentic LLM-sufficiency step and hierarchical eviction have a + # non-trivial, multi-episode corpus to work with; only then fall back + # to fact-less episodes to top up owner coverage. eps_all = _read(db, "episode") - eps: list[dict[str, Any]] = [] - parent_memcells: set[str] = set() - for owner in ALL_OWNERS: - owned = [r for r in eps_all if r["owner_id"] == owner][:8] - eps.extend(owned) - for r in owned: - parent_memcells.add(r["parent_id"]) - - # 2) atomic_facts — every fact whose parent_id is in the episode - # parent set, capped to keep the seed compact (and so hierarchical - # ``facts_for_episodes`` has a useful but bounded pool to - # bucket back into episodes). afs_all = _read(db, "atomic_fact") - # Atomic facts fan out per-owner (a single fact about a memcell that - # mentions two users gets two rows, one for each owner) — sampling - # naively can leave one owner with zero facts. Take per-owner caps - # so both caroline and melanie have facts whose parent_id matches - # their own episodes' parent_id (memcell bridge). + + eps: list[dict[str, Any]] = [] afs: list[dict[str, Any]] = [] for owner in ALL_OWNERS: - afs.extend( - [ - r - for r in afs_all - if r["owner_id"] == owner and r["parent_id"] in parent_memcells - ][:10] - ) + owner_eps = [r for r in eps_all if r["owner_id"] == owner] + owner_facts = [r for r in afs_all if r["owner_id"] == owner] + facts_by_ep: dict[str, list[dict[str, Any]]] = {} + for f in owner_facts: + facts_by_ep.setdefault(f["parent_id"], []).append(f) + # Episodes that host facts come first (richest bridges), then the + # rest — capped at 8 to keep the seed compact. + with_facts = [e for e in owner_eps if e["entry_id"] in facts_by_ep] + without_facts = [e for e in owner_eps if e["entry_id"] not in facts_by_ep] + chosen = (with_facts + without_facts)[:8] + eps.extend(chosen) + # Spread facts across episodes (<=3 per host) so several episodes are + # bridged, not one — richer corpus for agentic + hierarchical + # eviction. Every kept fact bridges back via its host entry_id. + owner_afs: list[dict[str, Any]] = [] + for e in chosen: + owner_afs.extend(facts_by_ep.get(e["entry_id"], [])[:3]) + afs.extend(owner_afs[:15]) # 3) foresights — 5 per owner, archived for future use. fss_all = _read(db, "foresight") @@ -128,7 +137,8 @@ def main() -> None: for name, count, size in written: print(f" {name:14s}: {count:3d} rows ({size // 1024} KB)") - print(f" parent_memcells captured: {len(parent_memcells)}") + bridged = len({f["parent_id"] for f in afs}) + print(f" fact-bridged episodes: {bridged}") if __name__ == "__main__": diff --git a/tests/fixtures/search_seed/atomic_fact.json b/tests/fixtures/search_seed/atomic_fact.json index 114ba91ec..1e0a22ea6 100644 --- a/tests/fixtures/search_seed/atomic_fact.json +++ b/tests/fixtures/search_seed/atomic_fact.json @@ -1,20862 +1,31382 @@ [ { - "created_at": "2026-05-19T01:56:52.755573", - "updated_at": "2026-05-19T01:56:52.755580", - "id": "caroline_af_20260519_00000001", 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steps.", + "fact_tokens": "melanie asked caroline about her next steps", + "md_path": "default_app/default_project/users/caroline/.atomic_facts/atomic_fact-2026-07-24.md", + "content_sha256": "613c6727b679057d23b9be6be785dcca2cac495cac136e1904e698f48ae57267", + "deprecated_by": null, "vector": [ - -0.0002293617435498163, - -0.0180576853454113, - -0.017242178320884705, - 0.028076788410544395, - -0.001303357188589871, - 0.04683348163962364, - 0.014853903092443943, - 0.049862515181303024, - 0.0063493154011666775, - -0.02155272290110588, - 0.055221568793058395, - 0.013805392198264599, - 0.005359055008739233, - -0.028309792280197144, - -0.011184114962816238, - 0.018873194232583046, - -0.026911776512861252, - 0.0019222698174417019, - -0.03471735864877701, - 0.00011104020813945681, - -0.0009101656032726169, - 0.02539726160466671, - 0.05615357682108879, - -0.004572672303766012, - 0.04729948565363884, - -0.03448435664176941, - -0.014853903092443943, - -0.03262033686041832, - 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kids.", + "fact_tokens": "melanie said she going swimming her kids", + "md_path": "default_app/default_project/users/caroline/.atomic_facts/atomic_fact-2026-07-24.md", + "content_sha256": "5dfe417bea7703b53a43998e05a56fbe76854dca4a8c3653e0d9b404b6401f27", + "deprecated_by": null, + "vector": [ + -1.3320143807504792e-05, + -0.010357213206589222, + -0.0013088008854538202, + 0.013866214081645012, + -0.00010258168913424015, + 0.05388014763593674, + 0.02173316851258278, + 0.006735018454492092, + 0.017771393060684204, + -0.012564487755298615, + 0.013866214081645012, + -0.011375955305993557, + 0.003282614052295685, + -0.01743181236088276, + -0.03327891603112221, + 0.0452774353325367, + -0.020488038659095764, + -0.026826879009604454, + -0.05297459661960602, + -0.0003395807580091059, + -0.012790875509381294, + -0.03033588081598282, + 0.023431072011590004, + -0.06203008443117142, + 0.02807200886309147, + -0.05931343883275986, + -0.015960294753313065, + -0.03893859311938286, + 0.0452774353325367, 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daily 'me-time' through running, reading, and playing the violin.", + "fact_tokens": "melanie explained she actively carving out daily me time through running reading playing violin", + "md_path": "default_app/default_project/users/caroline/.atomic_facts/atomic_fact-2026-07-24.md", + "content_sha256": "d04be37990e78c8eabc0375114eda3ebcc0e227e1060604304ec1fdc509cdd4b", + "deprecated_by": null, "vector": [ - -0.0003636950277723372, - -0.002226704265922308, - -0.01852617971599102, - 0.019713755697011948, - -0.0019446550868451595, - 0.0475030243396759, - 0.0135383615270257, - 0.051778294146060944, - 0.002048567868769169, - -0.030045662075281143, - 0.07457974553108215, - 0.0027314238250255585, - 0.00489874929189682, - -0.022563936188817024, - -0.014725937508046627, - 0.02280145138502121, - 0.004008067771792412, - 0.006264461204409599, - -0.047978054732084274, - -0.00031730535556562245, - 0.00011179910507053137, - 0.017813634127378464, - 0.05985381081700325, - -0.016032271087169647, - 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charity race mental health saturday may 20 2023", + "md_path": "default_app/default_project/users/caroline/.atomic_facts/atomic_fact-2026-07-24.md", + "content_sha256": "0043ad047a843c656640239862abf8769dd0e17a550bf35ddbecd9878711be85", + "deprecated_by": null, "vector": [ - -0.00039446522714570165, - 0.005740408319979906, - -0.01015841867774725, - 0.024043595418334007, - -0.0020587327890098095, - 0.047365881502628326, - 0.012803214602172375, - 0.04568282887339592, - 0.005830571986734867, - -0.036065392196178436, - 0.03943149745464325, - 0.016710298135876656, - 0.005109264049679041, - -0.02584686502814293, - -0.007934385910630226, - 0.02885231375694275, - -0.001472670235671103, - 0.011240380816161633, - -0.0223605427891016, - -0.0009016348049044609, - -0.002464468590915203, - 0.009377001784741879, - 0.04351890832185745, - -0.014005393721163273, - 0.022480761632323265, - -0.03919105976819992, - -0.01610920950770378, - -0.035824958235025406, - 0.042076289653778076, - 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"session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-05-08T14:04:30", - "parent_type": "memcell", - "parent_id": "mc_a7a1a4cfd8e6", + "timestamp": "2023-06-27T10:45:30+00:00", + "parent_type": "episode", + "parent_id": "ep_20260724_00000004", "sender_ids": [], - "fact": "Caroline said she would love to support those with similar issues through counseling or mental health work.", - "fact_tokens": "caroline said she would love support similar issues through counseling mental health work", - "md_path": "users/caroline/.atomic_facts/atomic_fact-2026-05-19.md", - "content_sha256": "a3b3d7b4af4a23fad731933edbf4696c704734e1cb6840b2e350f8f6dd1dffd8", + "fact": "Caroline reconnected with Melanie on June 27, 2023, at 10:37 AM UTC.", + "fact_tokens": "caroline reconnected melanie june 27 2023 10 37 am utc", + "md_path": "default_app/default_project/users/caroline/.atomic_facts/atomic_fact-2026-07-24.md", + "content_sha256": 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(July 1-2, 2023).", + "fact_tokens": "melanie shared she quiet weekend after family camping trip two weekends prior july 2023", + "md_path": "default_app/default_project/users/melanie/.atomic_facts/atomic_fact-2026-07-24.md", + "content_sha256": "40ecc20f530d2b2b75002d03b19663a59dced42240569ff44ad5704679fcd6c6", + "deprecated_by": null, "vector": [ - -0.00023882069217506796, - -0.018318094313144684, - -0.017851389944553375, - 0.0280021820217371, - -0.0013490634737536311, - 0.04713700711727142, - 0.01505117304623127, - 0.050170574337244034, - 0.006650518160313368, - -0.021234987303614616, - 0.054837606847286224, - 0.01335937436670065, - 0.005425422918051481, - -0.02835220843553543, - -0.011142535135149956, - 0.019134825095534325, - -0.026952099055051804, - 0.0016699217958375812, - -0.03476937487721443, - 0.00010254705557599664, - -0.0010209128959104419, - 0.02531863935291767, - 0.05623771622776985, - -0.0044045099057257175, - 0.04713700711727142, - -0.03476937487721443, - 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"owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-05-08T14:04:30", - "parent_type": "memcell", - "parent_id": "mc_a7a1a4cfd8e6", + "timestamp": "2023-07-17T14:39:00+00:00", + "parent_type": "episode", + "parent_id": "ep_20260724_00000009", "sender_ids": [], - "fact": "Caroline said the transgender stories at the support group were so inspiring.", - "fact_tokens": "caroline said transgender stories support group so inspiring", - "md_path": "users/melanie/.atomic_facts/atomic_fact-2026-05-19.md", - "content_sha256": "bddede5076d78b09529d32226576da42515502bc0bfec9731ec1f85203396c80", + "fact": "Melanie appreciated the chance to unplug and spend time with her kids during the quiet weekend.", + "fact_tokens": "melanie appreciated chance unplug spend time her kids during quiet weekend", + "md_path": "default_app/default_project/users/melanie/.atomic_facts/atomic_fact-2026-07-24.md", + "content_sha256": 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"fact": "Caroline said she was happy and thankful for all the support at the LGBTQ support group.", - "fact_tokens": "caroline said she happy thankful all support lgbtq support group", - "md_path": "users/melanie/.atomic_facts/atomic_fact-2026-05-19.md", - "content_sha256": "ac5cc9b3c70652130fb5ff644961a8178f6fc86e1116ae29f53b3610e4e82863", + "fact": "Caroline said that she had joined a mentorship program for LGBTQ youth the previous weekend (July 8-9, 2023).", + "fact_tokens": "caroline said she joined mentorship program lgbtq youth previous weekend july 2023", + "md_path": "default_app/default_project/users/melanie/.atomic_facts/atomic_fact-2026-07-24.md", + "content_sha256": "f97b686b234121071d17881fd4b332862e85a8747913ebecb7bed5f0c349b746", + "deprecated_by": null, "vector": [ - -0.00036318221827968955, - -0.0023125072475522757, - -0.019211597740650177, - 0.01980454847216606, - -0.0018974418053403497, - 0.04767322540283203, - 0.013934338465332985, - 0.05194246768951416, - 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keen on counseling or working in mental health.", - "fact_tokens": "caroline said she keen counseling working mental health", - "md_path": "users/melanie/.atomic_facts/atomic_fact-2026-05-19.md", - "content_sha256": "788a0a570ecfde7ecde3a83016c075d155502d2bda443e7f78f619e9129b40c6", + "fact": "Melanie shared with Caroline her joy from celebrating her daughter's birthday the previous night (August 13, 2023) with a Matt Patterson concert.", + "fact_tokens": "melanie shared caroline her joy from celebrating her daughter birthday previous night august 13 2023 matt patterson concert", + "md_path": "default_app/default_project/users/melanie/.atomic_facts/atomic_fact-2026-07-24.md", + "content_sha256": "a79b3f12833ff3ac54d681ce1c17acfa8a43d852e1f565da55e45256120f01c9", + "deprecated_by": null, "vector": [ - -0.00040936472942121327, - 0.03485233709216118, - -0.03965955600142479, - 0.0018102183239534497, - -0.002058090642094612, - 0.07499261200428009, - 0.030285479500889778, - 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she would love support similar issues through counseling mental health work", - "md_path": "users/melanie/.atomic_facts/atomic_fact-2026-05-19.md", - "content_sha256": "a3b3d7b4af4a23fad731933edbf4696c704734e1cb6840b2e350f8f6dd1dffd8", + "fact": "Caroline shared with Melanie a recent negative experience during a hike on August 17, 2023, at 1:50 PM UTC.", + "fact_tokens": "caroline shared melanie recent negative experience during hike august 17 2023 50 pm utc", + "md_path": "default_app/default_project/users/melanie/.atomic_facts/atomic_fact-2026-07-24.md", + "content_sha256": "54fbe8bcbbe997f04f6703ed61121a46836033e9325dfd6cce59edc579430bee", + "deprecated_by": null, "vector": [ - -0.0004512100713327527, - 0.04821065068244934, - -0.0376875139772892, - 0.003884995123371482, - -0.002431945875287056, - 0.06656495481729507, - 0.008810067549347878, - 0.05604182183742523, - -0.0024625363294035196, - -0.009054792113602161, - 0.02973397821187973, - 0.020189739763736725, - 0.00819825753569603, 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"entry_id": "ep_20260724_00000001", "owner_id": "caroline", "owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-05-08T14:04:30", + "timestamp": "2023-05-08T14:04:30+00:00", "parent_type": "memcell", - "parent_id": "mc_a7a1a4cfd8e6", + "parent_id": "mc_a7e0a7012cd6", "sender_ids": [ "caroline", "melanie" ], - "subject": "Caroline and Melanie Discuss LGBTQ Support Group Experience and Future Career Plans on May 8, 2023", - "summary": "On May 8, 2023 at 2:04 PM UTC, Caroline and Melanie reconnected in a conversation. Caroline shared that she had attended an LGBTQ support group yesterday (May 7, 2023), describing it as powerful and i", - "episode": "On May 8, 2023 at 2:04 PM UTC, Caroline and Melanie reconnected in a conversation. Caroline shared that she had attended an LGBTQ support group yesterday (May 7, 2023), describing it as powerful and inspiring, especially the transgender stories which made her feel happy and thankful for the support. Melanie expressed admiration for Caroline's courage and interest in the group. Caroline explained that the support group helped her feel accepted and gave her courage to embrace herself. She planned to continue her education and explore career options, particularly in counseling or mental health, aiming to support others facing similar issues. Melanie encouraged Caroline, praising her empathy and understanding, and shared a personal painting of a lake sunrise she created last year, highlighting painting as a creative outlet and relaxation method. Caroline agreed on the importance of self-expression and relaxation. The conversation ended with Caroline preparing to do research on her career interests, while Melanie planned to go swimming with her kids.", - "episode_tokens": "may 2023 04 pm utc caroline melanie reconnected conversation caroline shared she attended lgbtq support group yesterday may 2023 describing powerful inspiring especially transgender stories which made her feel happy thankful support melanie expressed admiration caroline courage interest group caroline explained support group helped her feel accepted gave her courage embrace herself she planned continue her education explore career options particularly counseling mental health aiming support others facing similar issues melanie encouraged caroline praising her empathy understanding shared personal painting lake sunrise she created last year highlighting painting creative outlet relaxation method caroline agreed importance self expression relaxation conversation ended caroline preparing research her career interests while melanie planned go swimming her kids", - "md_path": "users/caroline/episodes/episode-2026-05-19.md", - "content_sha256": "32d4c0d5cf99edd792c4d8983d112a11d4d241710cd2cc5e5386c427bac138d9", + "subject": "Caroline and Melanie Discuss LGBTQ Support, Career Plans, and Creative Outlets on May 8, 2023", + "summary": "On May 8, 2023, at 1:56 PM UTC, Caroline greeted Melanie and asked how she had been. Melanie replied she was busy with her kids and work and inquired about any news from Caroline. Caroline shared that", + "episode": "On May 8, 2023, at 1:56 PM UTC, Caroline greeted Melanie and asked how she had been. Melanie replied she was busy with her kids and work and inquired about any news from Caroline. Caroline shared that she had attended an LGBTQ support group the previous day (May 7, 2023), describing it as powerful. Melanie expressed interest and asked about inspiring stories. Caroline highlighted the transgender stories as particularly inspiring and said she felt happy and thankful for the support. Melanie complimented Caroline on finding such a helpful group and asked about its impact. Caroline said the group made her feel accepted and gave her courage to embrace herself. Melanie acknowledged Caroline's bravery and asked about her next steps. Caroline planned to continue her education and explore career options, which she found exciting. Melanie asked about potential jobs, and Caroline expressed interest in counseling or mental health work to support people with similar issues. Melanie praised Caroline's empathy and understanding and shared a painting she had created\u2014a lake sunrise painted last year\u2014which was special to her. Caroline admired the painting's colors and noted painting as a great outlet for self-expression. Melanie agreed, describing painting as a fun, creative, and relaxing activity after long days. Caroline agreed on the importance of relaxation and self-expression and said she was going to do some research. Melanie said she was going swimming with her kids and said goodbye. The conversation reflected Caroline's emotional growth through support group experiences, her career aspirations in mental health, and Melanie's creative outlet through painting, highlighting their mutual support and plans for self-care on May 8, 2023.", + "episode_tokens": "may 2023 56 pm utc caroline greeted melanie asked how she melanie replied she busy her kids work inquired about any news from caroline caroline shared she attended lgbtq support group previous day may 2023 describing powerful melanie expressed interest asked about inspiring stories caroline highlighted transgender stories particularly inspiring said she felt happy thankful support melanie complimented caroline finding such helpful group asked about impact caroline said group made her feel accepted gave her courage embrace herself melanie acknowledged caroline bravery asked about her next steps caroline planned continue her education explore career options which she found exciting melanie asked about potential jobs caroline expressed interest counseling mental health work support people similar issues melanie praised caroline empathy understanding shared painting she created lake sunrise painted last year which special her caroline admired painting colors noted painting great outlet self expression melanie agreed describing painting fun creative relaxing activity after long days caroline agreed importance relaxation self expression said she going some research melanie said she going swimming her kids said goodbye conversation reflected caroline emotional growth through support group experiences her career aspirations mental health melanie creative outlet through painting highlighting their mutual support plans self care may 2023 caroline melanie discuss lgbtq support career plans creative outlets may 2023", + "md_path": "default_app/default_project/users/caroline/episodes/episode-2026-07-24.md", + "content_sha256": "919a9ba819c2c2b0b7ef2dcb3047c84d8f1266cad164c3ef5e6cbdc393f44ab2", + 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"parent_id": "mc_af472e321d0d", + "parent_id": "mc_563d4bc7e7a0", "sender_ids": [ "melanie", "caroline" ], "subject": "Melanie's Mental Health Charity Race and Caroline's Adoption Plans Discussed on May 25, 2023", - "summary": "On May 25, 2023 at 1:22 PM UTC, Melanie shared with Caroline that she had recently participated in a charity race for mental health last Saturday (May 20, 2023), describing the experience as rewarding", - "episode": "On May 25, 2023 at 1:22 PM UTC, Melanie shared with Caroline that she had recently participated in a charity race for mental health last Saturday (May 20, 2023), describing the experience as rewarding and thought-provoking. Melanie reflected on the importance of self-care, explaining that dedicating time daily to activities like running, reading, and playing the violin helps her stay refreshed and better support her family. Caroline expressed pride and encouragement for Melanie's efforts. Melanie mentioned her children\u2019s excitement for the upcoming summer break and plans to go camping next month (June 2023). Caroline then revealed she was researching adoption agencies as part of her dream to create a loving family by adopting children in need. She shared that she was particularly interested in an agency supporting LGBTQ+ individuals, appreciating their inclusivity and support. Caroline acknowledged the challenges ahead as a single parent but expressed optimism and determination to provide a safe and loving home. Melanie praised Caroline\u2019s kindness and commitment, offering encouragement for this new chapter. Both women expressed mutual support and hopefulness about their respective journeys.", - "episode_tokens": "may 25 2023 22 pm utc melanie shared caroline she recently participated charity race mental health last saturday may 20 2023 describing experience rewarding thought provoking melanie reflected importance self care explaining dedicating time daily activities like running reading playing violin helps her stay refreshed better support her family caroline expressed pride encouragement melanie efforts melanie mentioned her children excitement upcoming summer break plans go camping next month june 2023 caroline then revealed she researching adoption agencies part her dream create loving family adopting children need she shared she particularly interested agency supporting lgbtq individuals appreciating their inclusivity support caroline acknowledged challenges ahead single parent expressed optimism determination provide safe loving home melanie praised caroline kindness commitment offering encouragement new chapter both women expressed mutual support hopefulness about their respective journeys", - "md_path": "users/caroline/episodes/episode-2026-05-19.md", - "content_sha256": "b3660c1faee02a9220ebb4644e16e11cf72b788d1f9fd957e6e632f770821d84", + "summary": "On May 25, 2023, starting at 1:14 PM UTC, Melanie shared with Caroline that she had recently participated in a charity race for mental health on Saturday, May 20, 2023. Melanie described the event as", + "episode": "On May 25, 2023, starting at 1:14 PM UTC, Melanie shared with Caroline that she had recently participated in a charity race for mental health on Saturday, May 20, 2023. Melanie described the event as rewarding and thought-provoking, emphasizing its impact on her awareness of self-care. She explained that she is actively carving out daily 'me-time' through running, reading, and playing the violin to refresh herself and better support her family. Caroline expressed pride and encouragement for Melanie's efforts to prioritize self-care despite its challenges. At 1:17 PM UTC, Melanie mentioned her children\u2019s excitement for the upcoming summer break and their plans to go camping next month (June 2023). Caroline then revealed she has been researching adoption agencies as part of her dream to create a loving family by adopting children in need. She shared details about one agency she is considering, chosen for its inclusivity and support of LGBTQ+ individuals, which resonated with her personally. Caroline expressed hopefulness and optimism despite anticipating challenges as a single parent. Melanie responded with admiration and encouragement, affirming Caroline\u2019s kindness and capability to provide a stable, loving home. Caroline appreciated Melanie\u2019s support and reiterated her commitment to making the adoption dream a reality. The conversation concluded with mutual expressions of excitement and support for these significant personal journeys.", + "episode_tokens": "may 25 2023 starting 14 pm utc melanie shared caroline she recently participated charity race mental health saturday may 20 2023 melanie described event rewarding thought provoking emphasizing impact her awareness self care she explained she actively carving out daily me time through running reading playing violin refresh herself better support her family caroline expressed pride encouragement melanie efforts prioritize self care despite challenges 17 pm utc melanie mentioned her children excitement upcoming summer break their plans go camping next month june 2023 caroline then revealed she researching adoption agencies part her dream create loving family adopting children need she shared details about one agency she considering chosen inclusivity support lgbtq individuals which resonated her personally caroline expressed hopefulness optimism despite anticipating challenges single parent melanie responded admiration encouragement affirming caroline kindness capability provide stable loving home caroline appreciated melanie support reiterated her commitment making adoption dream reality conversation concluded mutual expressions excitement support significant personal journeys melanie mental health charity race caroline adoption plans discussed may 25 2023", + "md_path": "default_app/default_project/users/caroline/episodes/episode-2026-07-24.md", + "content_sha256": "87ceb4d3446a9380e395e99e334482efdc690456dddb84a2f7b6834554e6812e", + "deprecated_by": null, "vector": [ - -0.0004106129636056721, - 0.015042182989418507, - 0.011831598356366158, - 0.004905059468001127, - -0.0021403897553682327, - 0.0466129295527935, - -0.037100087851285934, - 0.051369354128837585, - -0.010523582808673382, - 0.01783658005297184, - 0.024733392521739006, - -0.0027349423617124557, - -0.003894320223480463, - -0.011712688021361828, - 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week (May 31 - June 6, 2023) where she spoke about her transgender journey and encouraged student involv", - "episode": "On June 9, 2023 at 8:06 PM UTC, Caroline shared with Melanie about a school event she held last week (May 31 - June 6, 2023) where she spoke about her transgender journey and encouraged student involvement in the LGBTQ community. Caroline reflected on her progress since starting her transition three years ago. Melanie expressed pride and support for Caroline's courage and impact. Caroline described feeling powerful during her talk, sharing struggles and growth, and inspiring the audience to be better allies. Both emphasized the importance of conversations on gender identity, inclusion, and building a supportive community. They acknowledged the challenges of sharing personal stories but highlighted the hope and acceptance it fosters. Melanie and Caroline discussed their motivation sources: Caroline's friends, family, and mentors who have supported her for four years since moving from her home country, especially after a difficult breakup; Melanie's husband and kids who motivate her. Caroline shared a photo from a recent meetup with her support system. Melanie mentioned being married for five years and described a joyful family wedding day with games and good food. Both agreed on cherishing family moments as essential for happiness and strength. They committed to continuing to use their voices to promote love, understanding, and positive change together.", - "episode_tokens": "june 2023 06 pm utc caroline shared melanie about school event she held last week may 31 june 2023 where she spoke about her transgender journey encouraged student involvement lgbtq community caroline reflected her progress since starting her transition three years ago melanie expressed pride support caroline courage impact caroline described feeling powerful during her talk sharing struggles growth inspiring audience better allies both emphasized importance conversations gender identity inclusion building supportive community they acknowledged challenges sharing personal stories highlighted hope acceptance fosters melanie caroline discussed their motivation sources caroline friends family mentors who supported her four years since moving from her home country especially after difficult breakup melanie husband kids who motivate her caroline shared photo from recent meetup her support system melanie mentioned married five years described joyful family wedding day games good food both agreed cherishing family moments essential happiness strength they committed continuing use their voices promote love understanding positive change together", - "md_path": "users/caroline/episodes/episode-2026-05-19.md", - "content_sha256": "ea588c86df91868c1cd812b9789603710e04b46eacae80cb43864f536ec570e0", + "subject": "Caroline Shares Her Transgender Journey and Support Systems with Melanie on June 9, 2023", + "summary": "On June 9, 2023, between 7:55 PM and 8:06 PM UTC, Caroline and Melanie engaged in a supportive conversation. Caroline recounted her school event held the previous week (early June 2023), where she spo", + "episode": "On June 9, 2023, between 7:55 PM and 8:06 PM UTC, Caroline and Melanie engaged in a supportive conversation. Caroline recounted her school event held the previous week (early June 2023), where she spoke about her transgender journey and encouraged student involvement in the LGBTQ community. She reflected on her three-year transition and the positive audience reactions, expressing feelings of empowerment and gratitude for the opportunity to promote understanding and acceptance of gender identity. Melanie praised Caroline's courage and impact, emphasizing the importance of inclusivity and allyship. They mutually acknowledged the strength found in sharing personal stories to inspire and support others facing similar challenges. Caroline highlighted the love and support she received from friends, family, and mentors, sharing a photo from a meetup the previous week (early June 2023). She revealed that her close friends have supported her for four years since moving from her home country, especially after a difficult breakup. Melanie shared that her husband and children motivate her, mentioning her five-year marriage celebrated recently (around June 2023). They exchanged congratulations and discussed Melanie's joyful family moments involving games and food, underscoring the value of family time for happiness and motivation. Both agreed on the importance of spreading love, understanding, and support to overcome life's challenges together.", + "episode_tokens": "june 2023 between 55 pm 06 pm utc caroline melanie engaged supportive conversation caroline recounted her school event held previous week early june 2023 where she spoke about her transgender journey encouraged student involvement lgbtq community she reflected her three year transition positive audience reactions expressing feelings empowerment gratitude opportunity promote understanding acceptance gender identity melanie praised caroline courage impact emphasizing importance inclusivity allyship they mutually acknowledged strength found sharing personal stories inspire support others facing similar challenges caroline highlighted love support she received from friends family mentors sharing photo from meetup previous week early june 2023 she revealed her close friends supported her four years since moving from her home country especially after difficult breakup melanie shared her husband children motivate her mentioning her five year marriage celebrated recently around june 2023 they exchanged congratulations discussed melanie joyful family moments involving games food underscoring value family time happiness motivation both agreed importance spreading love understanding support overcome life challenges together caroline shares her transgender journey support systems melanie june 2023", + "md_path": "default_app/default_project/users/caroline/episodes/episode-2026-07-24.md", + "content_sha256": "1343ef409d3109178fcd8b0b5888a034cb16aa1cdd944bbffad667b115c84a25", + "deprecated_by": null, "vector": [ - -0.00036076019750908017, - 0.00948283914476633, - 0.027329426258802414, - -0.022146258503198624, - -0.0018185258377343416, - 0.02202845923602581, - -0.011662125587463379, - 0.06738117337226868, - 0.00080618861829862, - 0.001339966431260109, - 0.03439737856388092, - 0.019436875358223915, - -0.003740126034244895, - 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"2026-05-19T01:58:31.782995", - "id": "caroline_ep_20260519_00000004", - "entry_id": "ep_20260519_00000004", + "created_at": "2026-07-24T06:35:53.643364+00:00", + "updated_at": "2026-07-24T06:35:53.643367+00:00", + "id": "caroline_ep_20260724_00000004", + "entry_id": "ep_20260724_00000004", "owner_id": "caroline", "owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-06-27T10:45:30", + "timestamp": "2023-06-27T10:45:30+00:00", "parent_type": "memcell", - "parent_id": "mc_8cb1c5bacaa1", + "parent_id": "mc_7157cde4165f", "sender_ids": [ "caroline", "melanie" ], - "subject": "Caroline and Melanie Discuss Sentimental Items, Family Camping, and Caroline's Counseling Career Plans on June 27, 2023", - "summary": "On June 27, 2023 at 10:45 AM UTC, Caroline reconnected with Melanie, sharing that much had happened in her life. Caroline showed Melanie a necklace gifted by her grandmother in Sweden during her youth", - "episode": "On June 27, 2023 at 10:45 AM UTC, Caroline reconnected with Melanie, sharing that much had happened in her life. Caroline showed Melanie a necklace gifted by her grandmother in Sweden during her youth, symbolizing love, faith, and strength, serving as a reminder of her roots and family support. Caroline also mentioned a hand-painted bowl made by a friend for her 18th birthday ten years ago, representing art and self-expression. Melanie shared that she had taken her family camping in the mountains last week (June 20-26, 2023), enjoying nature exploration, roasting marshmallows, hiking, and appreciating the view, creating special family memories. Caroline expressed happiness for Melanie's experience and asked about recent events in her own life. Caroline revealed she had been exploring a career in counseling and mental health, aiming to help people with similar experiences. She was particularly interested in working with trans individuals to support their self-acceptance and mental health. Caroline attended an LGBTQ+ counseling workshop last Friday (June 23, 2023), which she found enlightening, learning about therapeutic methods and the importance of creating safe spaces. Melanie praised Caroline's dedication and asked about her motivation, to which Caroline explained her personal journey and the positive impact of counseling and support groups on her life, fueling her passion to help others. Melanie encouraged Caroline, acknowledging the significant impact she was making. Caroline appreciated Melanie's kind words, and Melanie congratulated her for pursuing her true passion.", - "episode_tokens": "june 27 2023 10 45 am utc caroline reconnected melanie sharing much happened her life caroline showed melanie necklace gifted her grandmother sweden during her youth symbolizing love faith strength serving reminder her roots family support caroline also mentioned hand painted bowl made friend her 18th birthday ten years ago representing art self expression melanie shared she taken her family camping mountains last week june 20 26 2023 enjoying nature exploration roasting marshmallows hiking appreciating view creating special family memories caroline expressed happiness melanie experience asked about recent events her own life caroline revealed she exploring career counseling mental health aiming help people similar experiences she particularly interested working trans individuals support their self acceptance mental health caroline attended lgbtq counseling workshop last friday june 23 2023 which she found enlightening learning about therapeutic methods importance creating safe spaces melanie praised caroline dedication asked about her motivation which caroline explained her personal journey positive impact counseling support groups her life fueling her passion help others melanie encouraged caroline acknowledging significant impact she making caroline appreciated melanie kind words melanie congratulated her pursuing her true passion", - "md_path": "users/caroline/episodes/episode-2026-05-19.md", - "content_sha256": "87cccd5fc368b63ac07f0fa28d1fbe7cc644bfaad818bc962152f9ab614d6c21", + "subject": "Caroline and Melanie Discuss Sentimental Items, Family Camping, and Caroline's Counseling Career Aspirations on June 27, 2023", + "summary": "On June 27, 2023, at 10:37 AM UTC, Caroline reconnected with Melanie, sharing that much had happened in her life and showing a necklace gifted by her grandmother from Sweden. Caroline explained the ne", + "episode": "On June 27, 2023, at 10:37 AM UTC, Caroline reconnected with Melanie, sharing that much had happened in her life and showing a necklace gifted by her grandmother from Sweden. Caroline explained the necklace symbolized love, faith, and strength, reminding her of her roots and family support. Melanie appreciated the necklace's meaning and asked about other treasured items. Caroline mentioned a hand-painted bowl made by a friend for her 18th birthday ten years ago, symbolizing art and self-expression. Melanie shared that she had recently taken her family camping in the mountains last week (week of June 19-25, 2023), enjoying nature, roasting marshmallows, hiking, and appreciating the view, especially with her two younger children who love nature. Caroline expressed happiness for Melanie's family memories. Melanie then inquired about Caroline's recent activities. Caroline revealed she had been exploring counseling and mental health as a career to help people with experiences similar to hers. Melanie asked about the specific counseling focus. Caroline said she was considering working with trans people to support their mental health and self-acceptance. She attended an LGBTQ+ counseling workshop last Friday (June 23, 2023), which was enlightening and showcased passionate professionals creating safe spaces. Melanie praised Caroline's dedication and asked about her motivation. Caroline explained her personal journey and the positive impact of counseling and support groups on her life inspired her to help others and create safe, inviting environments for growth. Melanie encouraged Caroline, acknowledging her passion and impact. Caroline appreciated Melanie's kind words, and Melanie congratulated her for pursuing her true interests.", + "episode_tokens": "june 27 2023 10 37 am utc caroline reconnected melanie sharing much happened her life showing necklace gifted her grandmother from sweden caroline explained necklace symbolized love faith strength reminding her her roots family support melanie appreciated necklace meaning asked about other treasured items caroline mentioned hand painted bowl made friend her 18th birthday ten years ago symbolizing art self expression melanie shared she recently taken her family camping mountains last week week june 19 25 2023 enjoying nature roasting marshmallows hiking appreciating view especially her two younger children who love nature caroline expressed happiness melanie family memories melanie then inquired about caroline recent activities caroline revealed she exploring counseling mental health career help people experiences similar hers melanie asked about specific counseling focus caroline said she considering working trans people support their mental health self acceptance she attended lgbtq counseling workshop last friday june 23 2023 which enlightening showcased passionate professionals creating safe spaces melanie praised caroline dedication asked about her motivation caroline explained her personal journey positive impact counseling support groups her life inspired her help others create safe inviting environments growth melanie encouraged caroline acknowledging her passion impact caroline appreciated melanie kind words melanie congratulated her pursuing her true interests caroline melanie discuss sentimental items family camping caroline counseling career aspirations june 27 2023", + "md_path": "default_app/default_project/users/caroline/episodes/episode-2026-07-24.md", + "content_sha256": "19a09d66f07f2f02bf0544ada21f4094aa5251f5faeb6ed30659b5eafca5b40d", + "deprecated_by": null, "vector": [ - -0.00033736485056579113, - 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"sender_ids": [ "caroline", "melanie" ], - "subject": "Caroline and Melanie Discuss LGBTQ+ Pride Parade, Pottery, and Upcoming Transgender Conference on July 3, 2023", - "summary": "On July 3, 2023 at 1:43 PM UTC, Caroline shared with Melanie that she had attended an LGBTQ+ pride parade last week (June 26-30, 2023), which made her feel a strong sense of belonging and showed her t", - "episode": "On July 3, 2023 at 1:43 PM UTC, Caroline shared with Melanie that she had attended an LGBTQ+ pride parade last week (June 26-30, 2023), which made her feel a strong sense of belonging and showed her the community's growth. This experience motivated Caroline to pursue counseling and mental health work to help others. Melanie responded by sharing that she had signed up for a pottery class yesterday (July 2, 2023), describing it as therapeutic and a way to express creativity. Caroline revealed she was learning piano to get creative. Melanie showed Caroline a black and white bowl she made in class, expressing pride in her work and how pottery helps her express emotions and brings her joy. Caroline encouraged Melanie to continue. Melanie asked if Caroline had any upcoming plans, and Caroline said she was excited to attend a transgender conference this month (July 2023) to meet others in the community and learn about advocacy. Melanie wished her a great time and safe travels. The conversation ended with Caroline promising to keep Melanie updated.", - "episode_tokens": "july 2023 43 pm utc caroline shared melanie she attended lgbtq pride parade last week june 26 30 2023 which made her feel strong sense belonging showed her community growth experience motivated caroline pursue counseling mental health work help others melanie responded sharing she signed up pottery class yesterday july 2023 describing therapeutic way express creativity caroline revealed she learning piano get creative melanie showed caroline black white bowl she made class expressing pride her work how pottery helps her express emotions brings her joy caroline encouraged melanie continue melanie asked caroline any upcoming plans caroline said she excited attend transgender conference month july 2023 meet others community learn about advocacy melanie wished her great time safe travels conversation ended caroline promising keep melanie updated", - "md_path": "users/caroline/episodes/episode-2026-05-19.md", - "content_sha256": "54c4538fcc0b9e3ad19ab7692a1ab28b80f914ef02501f911d49e03b1a8c5cb4", + "subject": "Caroline and Melanie Discuss LGBTQ+ Pride Parade, Creative Outlets, and Upcoming Transgender Conference on July 3, 2023", + "summary": "On July 3, 2023, at 1:36 PM UTC, Caroline shared with Melanie that she had attended an LGBTQ+ pride parade last week (week of June 26, 2023), describing it as an amazing experience that made her feel", + "episode": "On July 3, 2023, at 1:36 PM UTC, Caroline shared with Melanie that she had attended an LGBTQ+ pride parade last week (week of June 26, 2023), describing it as an amazing experience that made her feel a sense of belonging and showed the community's growth. Melanie responded positively, congratulating Caroline and asking if the experience influenced her goals. Caroline confirmed it motivated her to use her story to help others, reaffirming her interest in counseling and mental health. At 1:37 PM UTC, Melanie shared she had signed up for a pottery class the day before (July 2, 2023), describing it as therapeutic and a way to express herself creatively, and asked Caroline if she had similar activities. Caroline replied she was learning piano and inquired about Melanie's pottery interest. Melanie expressed her passion for pottery, highlighting its calming effect and creativity, and showed Caroline a black and white designed bowl she made in class. Caroline complimented the bowl's design and Melanie's effort. Melanie emphasized pottery's importance in her life as an emotional outlet and source of joy. Caroline encouraged Melanie to continue her artistic expression. Melanie then asked if Caroline had upcoming plans. Caroline revealed she was attending a transgender conference later in July 2023, excited to meet community members and learn about advocacy. Melanie wished her a great time and safety. The conversation ended with Caroline promising to keep Melanie updated.", + "episode_tokens": "july 2023 36 pm utc caroline shared melanie she attended lgbtq pride parade last week week june 26 2023 describing amazing experience made her feel sense belonging showed community growth melanie responded positively congratulating caroline asking experience influenced her goals caroline confirmed motivated her use her story help others reaffirming her interest counseling mental health 37 pm utc melanie shared she signed up pottery class day before july 2023 describing therapeutic way express herself creatively asked caroline she similar activities caroline replied she learning piano inquired about melanie pottery interest melanie expressed her passion pottery highlighting calming effect creativity showed caroline black white designed bowl she made class caroline complimented bowl design melanie effort melanie emphasized pottery importance her life emotional outlet source joy caroline encouraged melanie continue her artistic expression melanie then asked caroline upcoming plans caroline revealed she attending transgender conference later july 2023 excited meet community members learn about advocacy melanie wished her great time safety conversation ended caroline promising keep melanie updated caroline melanie discuss lgbtq pride parade creative outlets upcoming transgender conference july 2023", + "md_path": "default_app/default_project/users/caroline/episodes/episode-2026-07-24.md", + "content_sha256": "1989bc32634a6d94ad52133ef606d160709d25f94ef070eeaf05cad0060e2b3a", + "deprecated_by": null, "vector": [ - -0.00026476505445316434, - -0.02490568533539772, - -0.01245284266769886, - -0.025246860459446907, - -0.0013078327756375074, - 0.02843114733695984, - 0.007733272388577461, - 0.045944735407829285, - -0.003724480513483286, - 0.035482071340084076, - 0.06004658341407776, - 0.02649782970547676, - -0.002487725578248501, - -0.009325416758656502, - 0.004008791875094175, 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"entry_id": "ep_20260724_00000006", "owner_id": "caroline", "owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-07-06T20:25:30", + "timestamp": "2023-07-06T20:25:30+00:00", "parent_type": "memcell", - "parent_id": "mc_4c5acf812898", + "parent_id": "mc_47d1bb200133", "sender_ids": [ "caroline", "melanie" ], - "subject": "Caroline and Melanie Reconnect: Mental Health Passion, Family Activities, and Support Networks on July 6, 2023", - "summary": "On July 6, 2023 at 8:25 PM UTC, Caroline and Melanie reconnected after a long time. Caroline shared her recent focus on counseling and mental health work, expressing passion for helping others despite", - "episode": "On July 6, 2023 at 8:25 PM UTC, Caroline and Melanie reconnected after a long time. Caroline shared her recent focus on counseling and mental health work, expressing passion for helping others despite challenges. Melanie responded positively, congratulating Caroline on pursuing her dreams. Melanie recounted taking her kids to a museum yesterday (July 5, 2023), where they enjoyed the dinosaur exhibit, highlighting her joy in motherhood. Caroline shared her plan to create a children's book library for her future kids, including classics, multicultural stories, and educational books. Melanie recalled loving \"Charlotte's Web\" as a childhood favorite, appreciating its themes of friendship and compassion. Caroline reflected on the importance of her friends and family in supporting her transition, mentioning a picnic they had last week (June 29 - July 5, 2023). Melanie admired Caroline's support network and asked how they helped. Caroline explained they provided love, guidance, and acceptance throughout her transition, which was crucial for her growth and self-acceptance. Melanie expressed happiness for Caroline's support and shared a photo of her family camping at the beach, emphasizing how it brings them closer. The conversation highlighted themes of personal growth, family bonding, and the value of supportive relationships.", - "episode_tokens": "july 2023 25 pm utc caroline melanie reconnected after long time caroline shared her recent focus counseling mental health work expressing passion helping others despite challenges melanie responded positively congratulating caroline pursuing her dreams melanie recounted taking her kids museum yesterday july 2023 where they enjoyed dinosaur exhibit highlighting her joy motherhood caroline shared her plan create children book library her future kids including classics multicultural stories educational books melanie recalled loving charlotte web childhood favorite appreciating themes friendship compassion caroline reflected importance her friends family supporting her transition mentioning picnic they last week june 29 july 2023 melanie admired caroline support network asked how they helped caroline explained they provided love guidance acceptance throughout her transition which crucial her growth self acceptance melanie expressed happiness caroline support shared photo her family camping beach emphasizing how brings them closer conversation highlighted themes personal growth family bonding value supportive relationships", - "md_path": "users/caroline/episodes/episode-2026-05-19.md", - "content_sha256": "ab9f795b6b3150c38390d6a482df055876b1d8666e822744f3620b468ee50573", + "subject": "Caroline and Melanie's July 6, 2023 Catch-Up on Counseling, Family, and Support Networks", + "summary": "On July 6, 2023, Caroline and Melanie reconnected after a long time. Caroline shared her recent focus on pursuing counseling and mental health work, expressing passion for helping others despite chall", + "episode": "On July 6, 2023, Caroline and Melanie reconnected after a long time. Caroline shared her recent focus on pursuing counseling and mental health work, expressing passion for helping others despite challenges. Melanie congratulated Caroline and shared that she had taken her kids to a museum the previous day (July 5, 2023), where they enjoyed the dinosaur exhibit, highlighting her joy in motherhood. Caroline responded by describing her plan to create a children's book library for her future kids, including classics, multicultural stories, and educational books. Melanie recalled her favorite childhood book, \"Charlotte's Web,\" emphasizing themes of friendship and compassion. Caroline reflected on the importance of friendship and family support during her transition, mentioning a picnic they had last week (around late June 2023). Melanie admired a photo Caroline shared showing the love around her and inquired about how her support network helped. Caroline explained that her friends and family provided love, guidance, and acceptance throughout her transition, which was instrumental to her growth and self-acceptance. Melanie expressed happiness for Caroline's support system and shared a photo of her family camping at the beach, noting how it brings them closer. The conversation highlighted Caroline's career aspirations, Melanie's family activities, and the strong emotional support both women value in their lives.", + "episode_tokens": "july 2023 caroline melanie reconnected after long time caroline shared her recent focus pursuing counseling mental health work expressing passion helping others despite challenges melanie congratulated caroline shared she taken her kids museum previous day july 2023 where they enjoyed dinosaur exhibit highlighting her joy motherhood caroline responded describing her plan create children book library her future kids including classics multicultural stories educational books melanie recalled her favorite childhood book charlotte web emphasizing themes friendship compassion caroline reflected importance friendship family support during her transition mentioning picnic they last week around late june 2023 melanie admired photo caroline shared showing love around her inquired about how her support network helped caroline explained her friends family provided love guidance acceptance throughout her transition which instrumental her growth self acceptance melanie expressed happiness caroline support system shared photo her family camping beach noting how brings them closer conversation highlighted caroline career aspirations melanie family activities strong emotional support both women value their lives caroline melanie july 2023 catch up counseling family support networks", + "md_path": "default_app/default_project/users/caroline/episodes/episode-2026-07-24.md", + "content_sha256": "bd203094d526bbf77fc136de2e0843b92d3fc8c5e219d47d23c69a7e022bfa37", + "deprecated_by": null, "vector": [ - -0.00037637873901985586, - 0.014687950722873211, - 0.025968298316001892, - -0.0001220935955643654, - -0.0019388095242902637, - 0.012925396673381329, - -0.022325685247778893, - 0.051936596632003784, - -0.008166500367224216, - -0.0031872852705419064, - 0.01927059143781662, - 0.012337879277765751, - 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"mc_eb70feb6eada", "sender_ids": [ "caroline", "melanie" ], - "subject": "Caroline and Melanie Discuss LGBTQ Conference, Mental Health Careers, and Personal Growth on July 12, 2023", - "summary": "On July 12, 2023 at 4:46 PM UTC, Caroline shared with Melanie her recent experience attending an LGBTQ conference two days ago (July 10, 2023). Caroline described the event as special and welcoming, w", - "episode": "On July 12, 2023 at 4:46 PM UTC, Caroline shared with Melanie her recent experience attending an LGBTQ conference two days ago (July 10, 2023). Caroline described the event as special and welcoming, where she connected with people who had similar journeys and felt fully accepted. She expressed gratitude for the LGBTQ community and emphasized the importance of fighting for trans rights and raising awareness. Melanie responded positively, acknowledging the strength of community support. Caroline reflected on the progress of LGBTQ rights and her desire to contribute by pursuing a career in counseling and mental health to provide support to others. She explained that her own struggles with mental health and the support she received motivated her to help others. Melanie encouraged Caroline, highlighting the impact of her experience and shared inspiration from a book she read. Caroline mentioned her love of reading and recommended \"Becoming Nicole\" by Amy Ellis Nutt, a true story about a trans girl and her family that taught her self-acceptance, finding support, and hope during tough times. The conversation then shifted to pets, with Melanie sharing about her dog Luna and cat Oliver, who bring joy and comfort. Melanie also showed Caroline her new purple running shoes, explaining that she has been running more to de-stress and improve her mental health. Caroline encouraged Melanie to continue, emphasizing the importance of mental health care. Both expressed mutual support and appreciation for mental health awareness and self-care.", - "episode_tokens": "july 12 2023 46 pm utc caroline shared melanie her recent experience attending lgbtq conference two days ago july 10 2023 caroline described event special welcoming where she connected people who similar journeys felt fully accepted she expressed gratitude lgbtq community emphasized importance fighting trans rights raising awareness melanie responded positively acknowledging strength community support caroline reflected progress lgbtq rights her desire contribute pursuing career counseling mental health provide support others she explained her own struggles mental health support she received motivated her help others melanie encouraged caroline highlighting impact her experience shared inspiration from book she read caroline mentioned her love reading recommended becoming nicole amy ellis nutt true story about trans girl her family taught her self acceptance finding support hope during tough times conversation then shifted pets melanie sharing about her dog luna cat oliver who bring joy comfort melanie also showed caroline her new purple running shoes explaining she running more de stress improve her mental health caroline encouraged melanie continue emphasizing importance mental health care both expressed mutual support appreciation mental health awareness self care", - "md_path": "users/caroline/episodes/episode-2026-05-19.md", - "content_sha256": "749c3ee1578dd2463ebcdaf1e5745effd08689767c29bf5b979d1456c09c3a7c", + "subject": "Caroline and Melanie Discuss LGBTQ Conference, Mental Health Careers, Pets, Running, and Family Activities July 12-15, 2023", + "summary": "On July 12, 2023, at 4:33 PM UTC, Caroline shared with Melanie her recent experience attending an LGBTQ conference two days prior (July 10, 2023), describing it as a special, welcoming environment whe", + "episode": "On July 12, 2023, at 4:33 PM UTC, Caroline shared with Melanie her recent experience attending an LGBTQ conference two days prior (July 10, 2023), describing it as a special, welcoming environment where she felt accepted and connected with others on similar journeys. She expressed gratitude for the community and emphasized the importance of fighting for trans rights and awareness. Melanie responded positively, acknowledging the strength of community support. Caroline conveyed her desire to contribute by pursuing counseling and mental health careers, motivated by her own struggles and the support she received. Melanie encouraged her, noting the inspirational nature of her drive and referencing a book that motivated her to pursue dreams.\n\nCaroline mentioned her favorite book, \"Becoming Nicole\" by Amy Ellis Nutt, which tells the true story of a trans girl and her family, highlighting lessons of self-acceptance, finding support, hope, and love, as well as the joy pets bring. Melanie agreed on the importance of these lessons and shared that she has a dog and a cat named Luna and Oliver, who brighten her days. Caroline admired Melanie's pets and inquired about new shoes Melanie had bought, which were purple running shoes used to destress and clear her mind. Melanie explained that running had become a beneficial activity for her mental health. Caroline encouraged her to continue, emphasizing mental health as a priority.\n\nOn July 15, 2023, at 1:51 PM UTC, Caroline checked in with Melanie, who described taking her kids to a pottery workshop the previous Friday (July 14, 2023), where they made pots and enjoyed the creative, therapeutic experience. Melanie shared a photo of their pottery and a nature-inspired painting they created together, highlighting the bonding and appreciation of small moments. Caroline recounted attending a council meeting for adoption the same Friday (July 14, 2023), which was inspiring and emotional, strengthening her determination to adopt.\n\nMelanie showed Caroline a photo of a blue vase with sunflowers and roses, explaining flowers symbolize growth, beauty, and joy, and reminded her of her wedding decor. Caroline expressed admiration for Melanie's wedding day, and Melanie described it as a special day full of love and joy, with the best moment being marrying her partner and promising lifelong commitment. Caroline shared a photo from a pride parade she attended a few weeks earlier (late June or early July 2023), describing the event as amazing, filled with acceptance, happiness, and community support. Melanie asked about Caroline's feelings, and Caroline said she felt proud, grateful, and comforted by the love and acceptance surrounding her.", + "episode_tokens": "july 12 2023 33 pm utc caroline shared melanie her recent experience attending lgbtq conference two days prior july 10 2023 describing special welcoming environment where she felt accepted connected others similar journeys she expressed gratitude community emphasized importance fighting trans rights awareness melanie responded positively acknowledging strength community support caroline conveyed her desire contribute pursuing counseling mental health careers motivated her own struggles support she received melanie encouraged her noting inspirational nature her drive referencing book motivated her pursue dreams caroline mentioned her favorite book becoming nicole amy ellis nutt which tells true story trans girl her family highlighting lessons self acceptance finding support hope love well joy pets bring melanie agreed importance lessons shared she dog cat named luna oliver who brighten her days caroline admired melanie pets inquired about new shoes melanie bought which purple running shoes used destress clear her mind melanie explained running become beneficial activity her mental health caroline encouraged her continue emphasizing mental health priority july 15 2023 51 pm utc caroline checked melanie who described taking her kids pottery workshop previous friday july 14 2023 where they made pots enjoyed creative therapeutic experience melanie shared photo their pottery nature inspired painting they created together highlighting bonding appreciation small moments caroline recounted attending council meeting adoption same friday july 14 2023 which inspiring emotional strengthening her determination adopt melanie showed caroline photo blue vase sunflowers roses explaining flowers symbolize growth beauty joy reminded her her wedding decor caroline expressed admiration melanie wedding day melanie described special day full love joy best moment marrying her partner promising lifelong commitment caroline shared photo from pride parade she attended few weeks earlier late june early july 2023 describing event amazing filled acceptance happiness community support melanie asked about caroline feelings caroline said she felt proud grateful comforted love acceptance surrounding her caroline melanie discuss lgbtq conference mental health careers pets running family activities july 12 15 2023", + "md_path": "default_app/default_project/users/caroline/episodes/episode-2026-07-24.md", + "content_sha256": "0f4b33890ae5bd6ed75c8db2df5583714ae6762d04836adff025953be19421a0", + "deprecated_by": null, "vector": [ - -0.00026433588936924934, - 0.03130312263965607, - -0.005552852060645819, - -0.0317634642124176, - -0.001445755478926003, - 0.034065164625644684, - -0.027390234172344208, - 0.05408995598554611, - -0.006617388222366571, - 0.024743277579545975, - 0.0520184263586998, - 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15, 2023 at 2:10 PM UTC, Caroline and Melanie engaged in a conversation reflecting on recent personal experiences and emotional growth. Melanie shared that last Friday (July 7, 2023) she took", - "episode": "On July 15, 2023 at 2:10 PM UTC, Caroline and Melanie engaged in a conversation reflecting on recent personal experiences and emotional growth. Melanie shared that last Friday (July 7, 2023) she took her children to a pottery workshop where they made their own pots, an activity the kids loved for its creativity and therapeutic value. She also showed Caroline a painting they created together last weekend (July 8-9, 2023), inspired by nature and flowers, highlighting their bonding and appreciation for small moments. Caroline recounted attending a council meeting for adoption last Friday (July 7, 2023), which inspired her determination to adopt and foster loving homes for children in need. They discussed the symbolism of flowers, with Melanie associating them with joy, growth, and memories of her wedding day, which she described as full of love and joy, with the best moment being marrying her partner. Caroline shared a recent pride parade experience from a few weeks prior, expressing feelings of acceptance, pride, and community support, which strengthened her courage to transition and live authentically. Melanie acknowledged the importance of courage for mental health and peace, noting that creativity and family support help her find peace. Melanie described her family as supportive during her move, including shared activities like camping trips and hiking in forests and mountains, which foster connection and happiness. Caroline expressed gratitude for their friendship and mutual support throughout their journeys.", - "episode_tokens": "july 15 2023 10 pm utc caroline melanie engaged conversation reflecting recent personal experiences emotional growth melanie shared last friday july 2023 she took her children pottery workshop where they made their own pots activity kids loved creativity therapeutic value she also showed caroline painting they created together last weekend july 2023 inspired nature flowers highlighting their bonding appreciation small moments caroline recounted attending council meeting adoption last friday july 2023 which inspired her determination adopt foster loving homes children need they discussed symbolism flowers melanie associating them joy growth memories her wedding day which she described full love joy best moment marrying her partner caroline shared recent pride parade experience from few weeks prior expressing feelings acceptance pride community support which strengthened her courage transition live authentically melanie acknowledged importance courage mental health peace noting creativity family support help her find peace melanie described her family supportive during her move including shared activities like camping trips hiking forests mountains which foster connection happiness caroline expressed gratitude their friendship mutual support throughout their journeys", - "md_path": "users/caroline/episodes/episode-2026-05-19.md", - "content_sha256": "62d158dfae8c07cf4b4a5bbe9f9b783653a4412617eee0a400d1869ab2799cb6", + "subject": "Caroline and Melanie Discuss Personal Growth, Family Support, and Nature Activities on July 15, 2023", + "summary": "On July 15, 2023, starting at 2:02 PM UTC, Caroline shared with Melanie that being surrounded by supportive people inspired her deeply. Caroline highlighted that the best part was realizing she could", + "episode": "On July 15, 2023, starting at 2:02 PM UTC, Caroline shared with Melanie that being surrounded by supportive people inspired her deeply. Caroline highlighted that the best part was realizing she could be herself without fear and having the courage to transition, which she described as freeing and authentic. Melanie acknowledged Caroline's courage as important for mental health and peace. Caroline expressed pride in her progress and inquired about Melanie's journey to peace. Melanie responded at 2:04 PM UTC that creativity and family helped her find peace. Caroline asked about Melanie's family support during her move, and Melanie explained that her family had been very supportive, helping her and showing love. Melanie mentioned a recent camping trip in the forest with her family, which they enjoyed along with hiking in the mountains and exploring forests as ways to connect with nature and each other. Caroline appreciated the importance of family support and nature activities. Melanie described these experiences as some of her favorite memories that bring happiness and togetherness. Both expressed gratitude for their friendship and mutual support, concluding the conversation at 2:10 PM UTC with Caroline wishing Melanie a good day.", + "episode_tokens": "july 15 2023 starting 02 pm utc caroline shared melanie surrounded supportive people inspired her deeply caroline highlighted best part realizing she could herself without fear having courage transition which she described freeing authentic melanie acknowledged caroline courage important mental health peace caroline expressed pride her progress inquired about melanie journey peace melanie responded 04 pm utc creativity family helped her find peace caroline asked about melanie family support during her move melanie explained her family very supportive helping her showing love melanie mentioned recent camping trip forest her family which they enjoyed along hiking mountains exploring forests ways connect nature each other caroline appreciated importance family support nature activities melanie described experiences some her favorite memories bring happiness togetherness both expressed gratitude their friendship mutual support concluding conversation 10 pm utc caroline wishing melanie good day caroline melanie discuss personal growth family support nature activities july 15 2023", + "md_path": "default_app/default_project/users/caroline/episodes/episode-2026-07-24.md", + "content_sha256": "05c541d325bc1cb4dae20d88b9f129305783409b653f14324b780ddeb768c78a", + "deprecated_by": null, "vector": [ - -0.0001663293078308925, - -0.028048930689692497, - -0.0021684414241462946, - -0.01644636131823063, - -0.0009856552351266146, - 0.008392149582505226, - -0.015545190311968327, - 0.07164305448532104, - -0.0010630994802340865, - -0.0003344187280163169, - 0.02016368880867958, - 0.004196074791252613, - -0.00266126892529428, - -0.011208307929337025, - -0.012560063041746616, - 0.011602569371461868, - -0.0572243258357048, - 0.00010868608660530299, - -0.005012760870158672, - 0.0016474522417411208, - 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"melanie_ep_20260519_00000009", - "entry_id": "ep_20260519_00000009", + "created_at": "2026-07-24T06:40:55.809273+00:00", + "updated_at": "2026-07-24T06:40:55.809274+00:00", + "id": "melanie_ep_20260724_00000009", + "entry_id": "ep_20260724_00000009", "owner_id": "melanie", "owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-07-17T14:39:00", + "timestamp": "2023-07-17T14:39:00+00:00", "parent_type": "memcell", - "parent_id": "mc_a4edd92bb4be", + "parent_id": "mc_469902da6013", "sender_ids": [ "melanie", "caroline" ], - "subject": "Caroline's LGBTQ Mentorship and Art Show Plans Discussed with Melanie on July 17, 2023", - "summary": "On July 17, 2023 at 2:39 PM UTC, Melanie and Caroline discussed their recent activities. Melanie shared that she had a quiet weekend after a family camping trip two weekends ago (around July 1-2, 2023", - "episode": "On July 17, 2023 at 2:39 PM UTC, Melanie and Caroline discussed their recent activities. Melanie shared that she had a quiet weekend after a family camping trip two weekends ago (around July 1-2, 2023), enjoying time unplugged with her kids. Caroline described joining a mentorship program for LGBTQ youth last weekend (July 8-9, 2023), finding it rewarding to support resilient young people. She mentors a transgender teen like herself, focusing on building confidence and positive strategies. They attended an LGBTQ pride event last month (June 2023), which Caroline described as encouraging and full of love and acceptance. Caroline highlighted a special moment when her mentee's face lit up seeing the support. Melanie expressed admiration for the impact they make. Caroline also announced an upcoming LGBTQ art show next month (August 2023) featuring her paintings. She shared a painting inspired by a visit to an LGBTQ center, aiming to capture unity and strength. Melanie praised the vivid colors and unified composition, noting the artwork's powerful message. The conversation reflected mutual support, pride in community involvement, and anticipation for Caroline's art show.", - "episode_tokens": "july 17 2023 39 pm utc melanie caroline discussed their recent activities melanie shared she quiet weekend after family camping trip two weekends ago around july 2023 enjoying time unplugged her kids caroline described joining mentorship program lgbtq youth last weekend july 2023 finding rewarding support resilient young people she mentors transgender teen like herself focusing building confidence positive strategies they attended lgbtq pride event last month june 2023 which caroline described encouraging full love acceptance caroline highlighted special moment when her mentee face lit up seeing support melanie expressed admiration impact they make caroline also announced upcoming lgbtq art show next month august 2023 featuring her paintings she shared painting inspired visit lgbtq center aiming capture unity strength melanie praised vivid colors unified composition noting artwork powerful message conversation reflected mutual support pride community involvement anticipation caroline art show", - "md_path": "users/melanie/episodes/episode-2026-05-19.md", - "content_sha256": "87e3fd6dc5f542a85ac1b0374913db7fa0ae55ad5de2e4645bbccdd02ff9b06b", + "subject": "Melanie and Caroline Discuss LGBTQ Mentorship, Pride Event, and Upcoming Art Show on July 17, 2023", + "summary": "On July 17, 2023, at 2:31 PM UTC, Melanie shared that she had a quiet weekend after a family camping trip two weekends prior, appreciating the chance to unplug and spend time with her kids. Caroline r", + "episode": "On July 17, 2023, at 2:31 PM UTC, Melanie shared that she had a quiet weekend after a family camping trip two weekends prior, appreciating the chance to unplug and spend time with her kids. Caroline responded that she had joined a mentorship program for LGBTQ youth the previous weekend (July 8-9, 2023), finding it rewarding to support the community. Melanie expressed admiration and asked for experiences, to which Caroline described mentoring a transgender teen like herself, focusing on building confidence and positive strategies. Caroline recounted attending an LGBTQ pride event last month (June 2023) with her mentee, highlighting the encouraging atmosphere of love and acceptance. Melanie inquired about memorable moments, and Caroline recalled her mentee\u2019s joyful reaction to the support at the event, emphasizing the specialness of that moment. Melanie acknowledged the impact of their work and asked about upcoming advocacy activities. Caroline shared plans for an LGBTQ art show next month (August 2023) featuring her paintings. When Melanie requested a preview, Caroline shared a painting inspired by a visit to an LGBTQ center, aiming to capture unity and strength. Melanie praised the vivid colors and unified composition, relating it to her own recent painting activity with her children. The conversation reflected mutual support, pride in community involvement, and anticipation for future creative and advocacy events.", + "episode_tokens": "july 17 2023 31 pm utc melanie shared she quiet weekend after family camping trip two weekends prior appreciating chance unplug spend time her kids caroline responded she joined mentorship program lgbtq youth previous weekend july 2023 finding rewarding support community melanie expressed admiration asked experiences which caroline described mentoring transgender teen like herself focusing building confidence positive strategies caroline recounted attending lgbtq pride event last month june 2023 her mentee highlighting encouraging atmosphere love acceptance melanie inquired about memorable moments caroline recalled her mentee joyful reaction support event emphasizing specialness moment melanie acknowledged impact their work asked about upcoming advocacy activities caroline shared plans lgbtq art show next month august 2023 featuring her paintings when melanie requested preview caroline shared painting inspired visit lgbtq center aiming capture unity strength melanie praised vivid colors unified composition relating her own recent painting activity her children conversation reflected mutual support pride community involvement anticipation future creative advocacy events melanie caroline discuss lgbtq mentorship pride event upcoming art show july 17 2023", + "md_path": "default_app/default_project/users/melanie/episodes/episode-2026-07-24.md", + "content_sha256": "8d5df4e0889c874c0e6326e7c5d52395ad68cc9b15d7cf31594b3c1d908d7490", + "deprecated_by": null, "vector": [ - -0.00025065953377634287, - -0.03185524418950081, - 0.003437616163864732, - 0.0048986030742526054, - -0.0012747826986014843, - 0.030480196699500084, - -0.03368863835930824, - 0.06371048837900162, - -0.00501319020986557, - 0.003136824816465378, - 0.06325213611125946, - 0.044689010828733444, - -0.0017402932280674577, - -0.01558386068791151, - 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reconnected in a conversation. Caroline shared that she had joined a new LGBTQ activist group called 'Connected LGBTQ Activists' the previous Tues", - "episode": "On July 20, 2023 at 9:07 PM UTC, Caroline and Melanie reconnected in a conversation. Caroline shared that she had joined a new LGBTQ activist group called 'Connected LGBTQ Activists' the previous Tuesday (July 18, 2023). She described the group as diverse and passionate about rights and community support, holding regular meetings and planning events and campaigns. Caroline expressed fulfillment from making a difference and having a platform to support others. Melanie responded positively, encouraging Caroline to share more. Caroline mentioned missing the recent pride parade held last weekend (July 15-16, 2023) in their city, which celebrated love and diversity and reinforced the fight for equality. Melanie then shifted to family topics, describing a recent beach trip with her kids, which they rarely do, making it special. Caroline asked about other summer traditions, and Melanie highlighted their annual family camping trip, where they roast marshmallows and tell stories. Melanie recalled their best camping memory from last year (2022) watching the Perseid meteor shower, describing the clear starry sky and the awe-inspiring experience of making wishes together. Caroline expressed admiration for this moment. Melanie also shared a deeply emotional memory of her youngest child taking her first steps, emphasizing how such milestones highlight the preciousness of life and family bonds. Caroline acknowledged the sweetness of these moments, and Melanie reflected on the joy and love her family brings her. The conversation ended with mutual appreciation of family and activism, capturing Caroline\u2019s new activist involvement and Melanie\u2019s cherished family experiences.", - "episode_tokens": "july 20 2023 07 pm utc caroline melanie reconnected conversation caroline shared she joined new lgbtq activist group called connected lgbtq activists previous tuesday july 18 2023 she described group diverse passionate about rights community support holding regular meetings planning events campaigns caroline expressed fulfillment from making difference having platform support others melanie responded positively encouraging caroline share more caroline mentioned missing recent pride parade held last weekend july 15 16 2023 their city which celebrated love diversity reinforced fight equality melanie then shifted family topics describing recent beach trip her kids which they rarely making special caroline asked about other summer traditions melanie highlighted their annual family camping trip where they roast marshmallows tell stories melanie recalled their best camping memory from last year 2022 watching perseid meteor shower describing clear starry sky awe inspiring experience making wishes together caroline expressed admiration moment melanie also shared deeply emotional memory her youngest child taking her first steps emphasizing how such milestones highlight preciousness life family bonds caroline acknowledged sweetness moments melanie reflected joy love her family brings her conversation ended mutual appreciation family activism capturing caroline new activist involvement melanie cherished family experiences", - "md_path": "users/melanie/episodes/episode-2026-05-19.md", - "content_sha256": "7b8f8abe2311f270ecd17072a5662118fd3caee48f33dc2ab9eef49d0a5e1b05", + "summary": "On July 20, 2023, Caroline and Melanie reconnected in a conversation starting at 8:56 PM UTC. Caroline shared that she had joined a new LGBTQ activist group called 'Connected LGBTQ Activists' the prev", + "episode": "On July 20, 2023, Caroline and Melanie reconnected in a conversation starting at 8:56 PM UTC. Caroline shared that she had joined a new LGBTQ activist group called 'Connected LGBTQ Activists' the previous Tuesday (July 18, 2023). She described the group as diverse and passionate about rights and community support, holding regular meetings and planning events and campaigns. Caroline expressed fulfillment from contributing her voice and making a difference. Melanie responded positively, encouraging Caroline to elaborate. Caroline mentioned a recent pride parade in their city held the previous weekend (July 15-16, 2023), which she missed but recognized as a powerful reminder of the ongoing fight for equality and inclusivity.\n\nMelanie then shared about a recent family beach trip, describing the joy of seeing her children happy. She noted that they usually visit the beach once or twice a year, making those occasions special for family bonding. Caroline inquired about other summer traditions, prompting Melanie to describe their annual family camping trip, highlighting roasting marshmallows, storytelling around the campfire, and enjoying each other's company as the summer's highlight.\n\nMelanie recounted a memorable camping trip from the previous year (2022) when they witnessed the Perseid meteor shower. She described the clear star-filled sky and the awe-inspiring meteor streaks, emphasizing the profound feeling of connection with the universe and the lasting impact of that experience. Caroline expressed admiration for the moment.\n\nThe conversation shifted to other meaningful memories, with Melanie recalling her youngest child's first steps, which deeply reminded her of life's fleeting nature and the value of shared milestones. Caroline acknowledged the sweetness of such moments. Melanie reflected on how these special experiences with her family foster gratitude and appreciation for life and love. Caroline concluded by expressing admiration for Melanie's close family bond, and Melanie reciprocated gratitude for the joy her family brings.", + "episode_tokens": "july 20 2023 caroline melanie reconnected conversation starting 56 pm utc caroline shared she joined new lgbtq activist group called connected lgbtq activists previous tuesday july 18 2023 she described group diverse passionate about rights community support holding regular meetings planning events campaigns caroline expressed fulfillment from contributing her voice making difference melanie responded positively encouraging caroline elaborate caroline mentioned recent pride parade their city held previous weekend july 15 16 2023 which she missed recognized powerful reminder ongoing fight equality inclusivity melanie then shared about recent family beach trip describing joy seeing her children happy she noted they usually visit beach once twice year making occasions special family bonding caroline inquired about other summer traditions prompting melanie describe their annual family camping trip highlighting roasting marshmallows storytelling around campfire enjoying each other company summer highlight melanie recounted memorable camping trip from previous year 2022 when they witnessed perseid meteor shower she described clear star filled sky awe inspiring meteor streaks emphasizing profound feeling connection universe lasting impact experience caroline expressed admiration moment conversation shifted other meaningful memories melanie recalling her youngest child first steps which deeply reminded her life fleeting nature value shared milestones caroline acknowledged sweetness such moments melanie reflected how special experiences her family foster gratitude appreciation life love caroline concluded expressing admiration melanie close family bond melanie reciprocated gratitude joy her family brings caroline melanie discuss lgbtq activism family traditions cherished memories july 20 2023", + "md_path": 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"melanie_ep_20260724_00000011", + "entry_id": "ep_20260724_00000011", "owner_id": "melanie", "owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-08-17T14:00:00", + "timestamp": "2023-08-14T14:32:00+00:00", "parent_type": "memcell", - "parent_id": "mc_744ffd06aa32", + "parent_id": "mc_3fcdb383218d", "sender_ids": [ - "caroline", - "melanie" + "melanie", + "caroline" ], - "subject": "Caroline and Melanie Discuss LGBTQ Challenges, Pottery, and Summer Plans on August 17, 2023", - "summary": "On August 17, 2023 at 2:00 PM UTC, Caroline shared with Melanie a recent negative experience during a hike where she encountered religious conservatives who upset her, highlighting ongoing struggles f", - "episode": "On August 17, 2023 at 2:00 PM UTC, Caroline shared with Melanie a recent negative experience during a hike where she encountered religious conservatives who upset her, highlighting ongoing struggles for LGBTQ rights. Caroline expressed gratitude for her supportive friends. Melanie empathized with Caroline's experience and shared that she had completed a new pottery project, sending a photo. Caroline admired the colorful bowl and inquired about the inspiration behind it. Melanie explained her passion for vibrant colors and patterns as a form of self-expression and emotional outlet. Both expressed mutual appreciation for their friendship and the importance of surrounding themselves with joy. They reminisced about the previous year's Pride festival and discussed plans for a summer outing, debating between a family event or a special trip just for the two of them. They agreed to plan a special summer activity together to create new memories and strengthen their bond.", - "episode_tokens": "august 17 2023 00 pm utc caroline shared melanie recent negative experience during hike where she encountered religious conservatives who upset her highlighting ongoing struggles lgbtq rights caroline expressed gratitude her supportive friends melanie empathized caroline experience shared she completed new pottery project sending photo caroline admired colorful bowl inquired about inspiration behind melanie explained her passion vibrant colors patterns form self expression emotional outlet both expressed mutual appreciation their friendship importance surrounding themselves joy they reminisced about previous year pride festival discussed plans summer outing debating between family event special trip just two them they agreed plan special summer activity together create new memories strengthen their bond", - "md_path": "users/melanie/episodes/episode-2026-05-19.md", - "content_sha256": "2aef58e260274fb4fa7614f0dc388266a47e31f43b17d992ad6bbbe376e191c8", + "subject": "Melanie and Caroline Share Experiences of Family Celebration and LGBTQ+ Advocacy on August 14, 2023", + "summary": "On August 14, 2023, at 2:24 PM UTC, Melanie shared with Caroline her joy from celebrating her daughter's birthday the previous night with a Matt Patterson concert, highlighting the music, warm summer", + "episode": "On August 14, 2023, at 2:24 PM UTC, Melanie shared with Caroline her joy from celebrating her daughter's birthday the previous night with a Matt Patterson concert, highlighting the music, warm summer breeze, and her children's smiles. Caroline responded positively, mentioning her recent attendance at an advocacy event and asked about the concert. Melanie described Matt Patterson's talent and inquired about Caroline's recent activities. Caroline recounted attending a pride parade on August 11, 2023 (last Friday), expressing how the energy and love inspired her commitment to LGBTQ+ equality. Melanie asked about Caroline's feelings being part of that community, to which Caroline replied it was inspiring and motivating for her activism. Melanie shared a photo from the concert, emphasizing the importance of cultivating a loving and accepting environment for children, and asked how Caroline incorporates inclusivity in her art. Caroline explained that her art represents inclusivity and diversity, advocates for the LGBTQ+ community, and shared a recent painting. Melanie inquired about the main idea of Caroline's art, and Caroline described it as an expression of her trans experience to help others understand the trans community. Melanie praised Caroline's storytelling through art and requested another painting. Caroline shared 'Embracing Identity,' symbolizing the journey of acceptance, warmth, love, and self-acceptance. Melanie asked how art aids Caroline's self-discovery and acceptance. Caroline explained that art helps her explore her transition and changing body, teaching her to accept imperfections' beauty. Melanie acknowledged the healing power of art and the value of embracing imperfections, thanking Caroline for sharing. Caroline expressed appreciation for the conversation. Melanie concluded by inviting Caroline to reach out anytime, ending the chat at 2:32 PM UTC.", + "episode_tokens": "august 14 2023 24 pm utc melanie shared caroline her joy from celebrating her daughter birthday previous night matt patterson concert highlighting music warm summer breeze her children smiles caroline responded positively mentioning her recent attendance advocacy event asked about concert melanie described matt patterson talent inquired about caroline recent activities caroline recounted attending pride parade august 11 2023 last friday expressing how energy love inspired her commitment lgbtq equality melanie asked about caroline feelings part community which caroline replied inspiring motivating her activism melanie shared photo from concert emphasizing importance cultivating loving accepting environment children asked how caroline incorporates inclusivity her art caroline explained her art represents inclusivity diversity advocates lgbtq community shared recent painting melanie inquired about main idea caroline art caroline described expression her trans experience help others understand trans community melanie praised caroline storytelling through art requested another painting caroline shared embracing identity symbolizing journey acceptance warmth love self acceptance melanie asked how art aids caroline self discovery acceptance caroline explained art helps her explore her transition changing body teaching her accept imperfections beauty melanie acknowledged healing power art value embracing imperfections thanking caroline sharing caroline expressed appreciation conversation melanie concluded inviting caroline reach out anytime ending chat 32 pm utc melanie caroline share experiences family celebration lgbtq advocacy august 14 2023", + "md_path": "default_app/default_project/users/melanie/episodes/episode-2026-07-24.md", + "content_sha256": "2278de5a66d70ab1120195d7f6f3a8405c374e7b40ca3d88625e30e655d57723", + "deprecated_by": null, "vector": [ - 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"parent_id": "mc_63627af899f6", + "parent_id": "mc_cefa96679810", "sender_ids": [ "caroline", "melanie" ], - "subject": "Caroline and Melanie Discuss LGBTQ Conference, Mental Health Careers, and Personal Growth on July 12, 2023", - "summary": "On July 12, 2023 at 4:46 PM UTC, Caroline shared with Melanie her recent experience attending an LGBTQ conference two days ago (July 10, 2023). Caroline described the event as special and welcoming, w", - "episode": "On July 12, 2023 at 4:46 PM UTC, Caroline shared with Melanie her recent experience attending an LGBTQ conference two days ago (July 10, 2023). Caroline described the event as special and welcoming, where she connected with people who had similar journeys and felt fully accepted. She expressed gratitude for the LGBTQ community and emphasized the importance of fighting for trans rights and raising awareness. Melanie responded positively, acknowledging the strength of community support. Caroline reflected on the progress of LGBTQ rights and her desire to contribute by pursuing a career in counseling and mental health to provide support to others. She explained that her own struggles with mental health and the support she received motivated her to help others. Melanie encouraged Caroline, highlighting the impact of her experience and shared inspiration from a book she read. Caroline mentioned her love of reading and recommended \"Becoming Nicole\" by Amy Ellis Nutt, a true story about a trans girl and her family that taught her self-acceptance, finding support, and hope during tough times. The conversation then shifted to pets, with Melanie sharing about her dog Luna and cat Oliver, who bring joy and comfort. Melanie also showed Caroline her new purple running shoes, explaining that she has been running more to de-stress and improve her mental health. Caroline encouraged Melanie to continue, emphasizing the importance of mental health care. Both expressed mutual support and appreciation for mental health awareness and self-care.", - "episode_tokens": "july 12 2023 46 pm utc caroline shared melanie her recent experience attending lgbtq conference two days ago july 10 2023 caroline described event special welcoming where she connected people who similar journeys felt fully accepted she expressed gratitude lgbtq community emphasized importance fighting trans rights raising awareness melanie responded positively acknowledging strength community support caroline reflected progress lgbtq rights her desire contribute pursuing career counseling mental health provide support others she explained her own struggles mental health support she received motivated her help others melanie encouraged caroline highlighting impact her experience shared inspiration from book she read caroline mentioned her love reading recommended becoming nicole amy ellis nutt true story about trans girl her family taught her self acceptance finding support hope during tough times conversation then shifted pets melanie sharing about her dog luna cat oliver who bring joy comfort melanie also showed caroline her new purple running shoes explaining she running more de stress improve her mental health caroline encouraged melanie continue emphasizing importance mental health care both expressed mutual support appreciation mental health awareness self care", - "md_path": "users/melanie/episodes/episode-2026-05-19.md", - "content_sha256": "749c3ee1578dd2463ebcdaf1e5745effd08689767c29bf5b979d1456c09c3a7c", + "subject": "Caroline and Melanie Discuss LGBTQ Challenges, Pottery, and Summer Plans on August 17, 2023", + "summary": "On August 17, 2023, at 1:50 PM UTC, Caroline shared with Melanie a recent negative experience during a hike where she encountered religious conservatives who upset her, reflecting on ongoing struggles", + "episode": "On August 17, 2023, at 1:50 PM UTC, Caroline shared with Melanie a recent negative experience during a hike where she encountered religious conservatives who upset her, reflecting on ongoing struggles for LGBTQ rights. Caroline expressed gratitude for her supportive circle. Melanie empathized with Caroline's experience and mentioned completing a new pottery project, offering to share a picture. Caroline eagerly agreed. At 1:51 PM UTC, Melanie sent a photo of a colorful, patterned bowl she created, explaining her artistic inspiration was to evoke smiles and express emotions through painting. Caroline praised Melanie's creativity and passion, highlighting art as a source of self-expression and growth. Melanie appreciated Caroline's encouragement, describing art as both a sanctuary and comfort that brings her happiness and fulfillment. They agreed on the importance of surrounding themselves with joy despite life's challenges. At 1:55 PM UTC, Caroline acknowledged the value of supportive friendships, referencing their past fun at the Pride fest last year. Melanie proposed a family outing for the upcoming summer, which Caroline expanded to suggest a special trip just for the two of them to reconnect and explore nature. Both agreed enthusiastically to plan a special summer outing, with Melanie committing to start thinking about ideas. Caroline expressed excitement about creating new memories together. The conversation ended at 2:00 PM UTC with mutual appreciation for their friendship and anticipation for their planned summer trip.", + "episode_tokens": "august 17 2023 50 pm utc caroline shared melanie recent negative experience during hike where she encountered religious conservatives who upset her reflecting ongoing struggles lgbtq rights caroline expressed gratitude her supportive circle melanie empathized caroline experience mentioned completing new pottery project offering share picture caroline eagerly agreed 51 pm utc melanie sent photo colorful patterned bowl she created explaining her artistic inspiration evoke smiles express emotions through painting caroline praised melanie creativity passion highlighting art source self expression growth melanie appreciated caroline encouragement describing art both sanctuary comfort brings her happiness fulfillment they agreed importance surrounding themselves joy despite life challenges 55 pm utc caroline acknowledged value supportive friendships referencing their past fun pride fest last year melanie proposed family outing upcoming summer which caroline expanded suggest special trip just two them reconnect explore nature both agreed enthusiastically plan special summer outing melanie committing start thinking about ideas caroline expressed excitement about creating new memories together conversation ended 00 pm utc mutual appreciation their friendship anticipation their planned summer trip caroline melanie discuss lgbtq challenges pottery summer plans august 17 2023", + "md_path": "default_app/default_project/users/melanie/episodes/episode-2026-07-24.md", + "content_sha256": "38c0ac1011d4155fe3bb5970066006d0cab2851d1775a6200e258119a2a1caf6", + "deprecated_by": null, "vector": [ - -0.00026433588936924934, - 0.03130312263965607, - -0.005552852060645819, - -0.0317634642124176, - -0.001445755478926003, - 0.034065164625644684, - -0.027390234172344208, - 0.05408995598554611, - -0.006617388222366571, - 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"ep_20260519_00000019", + "created_at": "2026-07-24T06:40:56.149455+00:00", + "updated_at": "2026-07-24T06:40:56.149458+00:00", + "id": "melanie_ep_20260724_00000013", + "entry_id": "ep_20260724_00000013", "owner_id": "melanie", "owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-10-22T10:02:00", + "timestamp": "2023-08-25T13:48:00+00:00", "parent_type": "memcell", - "parent_id": "mc_23e27e7b60e7", + "parent_id": "mc_a6a2017b9d73", "sender_ids": [ "caroline", "melanie" ], - "subject": "Caroline's Adoption Agency Interview Success and Vision for Building a Loving Family on October 22, 2023", - "summary": "On October 22, 2023 at 10:02 AM UTC, Caroline shared with Melanie that she had passed the adoption agency interviews last Friday (October 13, 2023), marking a significant step toward her goal of havin", - "episode": "On October 22, 2023 at 10:02 AM UTC, Caroline shared with Melanie that she had passed the adoption agency interviews last Friday (October 13, 2023), marking a significant step toward her goal of having a family. Melanie congratulated Caroline and mentioned figurines she bought the day before (October 21, 2023) that reminded her of family love. Caroline expressed her vision to build a family by providing a home for children who lacked one, emphasizing adoption as a way to give back and show love and acceptance. Melanie praised Caroline's passion and the loving support she would offer to needy children. Caroline reflected on her journey of self-acceptance, acknowledging it was difficult but empowered her to help others. She credited the support from friends, family, and role models during her transition and expressed a desire to pass on that support to others. Melanie admired Caroline's strength and inspiration. Caroline appreciated Melanie's support and valued sharing her journey to help others. They both agreed on the importance of mutual support and living authentically. The conversation highlighted Caroline's emotional growth, determination to create a safe, loving home for adopted children, and the meaningful support network that sustained her.", - "episode_tokens": "october 22 2023 10 02 am utc caroline shared melanie she passed adoption agency interviews last friday october 13 2023 marking significant step toward her goal having family melanie congratulated caroline mentioned figurines she bought day before october 21 2023 reminded her family love caroline expressed her vision build family providing home children who lacked one emphasizing adoption way give back show love acceptance melanie praised caroline passion loving support she would offer needy children caroline reflected her journey self acceptance acknowledging difficult empowered her help others she credited support from friends family role models during her transition expressed desire pass support others melanie admired caroline strength inspiration caroline appreciated melanie support valued sharing her journey help others they both agreed importance mutual support living authentically conversation highlighted caroline emotional growth determination create safe loving home adopted children meaningful support network sustained her", - "md_path": "users/melanie/episodes/episode-2026-05-19.md", - "content_sha256": "8a6ae2045c0df01e264aeb387f21cca04b792dd164629d5d24a4140362c5aca8", + "subject": "Caroline and Melanie Discuss Adoption, Art, LGBTQ+ Identity, and Personal Growth August 23-25, 2023", + "summary": "On August 23, 2023, Caroline shared with Melanie that she had taken the first step toward becoming a mom by applying to adoption agencies, supported by an adoption advice group. Caroline expressed exc", + "episode": "On August 23, 2023, Caroline shared with Melanie that she had taken the first step toward becoming a mom by applying to adoption agencies, supported by an adoption advice group. Caroline expressed excitement mixed with nervousness about parenting. They discussed their pets: Caroline\u2019s guinea pig Oscar and Melanie\u2019s cats including Bailey and Oliver, sharing amusing pet stories. Caroline reminisced about childhood horseback riding with her dad, which led Melanie to share her recent horse painting. Both expressed their love for painting animals and art as a form of self-expression and therapy. Caroline showed a recent self-portrait painted the previous week, describing feelings of liberation and empowerment. They discussed the importance of supportive communities, LGBTQ rights, and living authentically. Melanie wished Caroline well on her adoption journey.\n\nOn August 25, 2023, Caroline told Melanie about a difficult hiking encounter with some people and how she courageously apologized to them. Melanie shared a pottery plate she made recently and encouraged Caroline to try pottery, but Caroline was focused on painting. Caroline showed a vivid sunset painting inspired by a beach visit the previous week, which Melanie praised for its serenity. Melanie recounted volunteering at a homeless shelter with her family, highlighting the emotional impact and motivation to help. Caroline expressed admiration for Melanie\u2019s volunteer work. Melanie asked Caroline about her decision to transition and join the transgender community. Caroline explained the importance of finding acceptance and support, referencing a rainbow flag mural symbolizing courage and strength in the trans community, with an eagle representing freedom and resilience. Caroline shared a stained glass window she created for a local church symbolizing change and growth in her transgender journey. Melanie admired the colors and story behind it.\n\nCaroline described discovering a vibrant rainbow sidewalk in her neighborhood during Pride Month, symbolizing love and acceptance in unexpected places. They discussed how art can uplift moods and connect people. Caroline shared a detailed drawing of flowers, one of her favorite subjects, emphasizing nature appreciation. Melanie shared her preference for painting landscapes and still life, showing a recent painting. Caroline inquired about more of Melanie\u2019s upcoming paintings, continuing their mutual encouragement in art and personal expression.", + "episode_tokens": "august 23 2023 caroline shared melanie she taken first step toward becoming mom applying adoption agencies supported adoption advice group caroline expressed excitement mixed nervousness about parenting they discussed their pets caroline guinea pig oscar melanie cats including bailey oliver sharing amusing pet stories caroline reminisced about childhood horseback riding her dad which led melanie share her recent horse painting both expressed their love painting animals art form self expression therapy caroline showed recent self portrait painted previous week describing feelings liberation empowerment they discussed importance supportive communities lgbtq rights living authentically melanie wished caroline well her adoption journey august 25 2023 caroline told melanie about difficult hiking encounter some people how she courageously apologized them melanie shared pottery plate she made recently encouraged caroline try pottery caroline focused painting caroline showed vivid sunset painting inspired beach visit previous week which melanie praised serenity melanie recounted volunteering homeless shelter her family highlighting emotional impact motivation help caroline expressed admiration melanie volunteer work melanie asked caroline about her decision transition join transgender community caroline explained importance finding acceptance support referencing rainbow flag mural symbolizing courage strength trans community eagle representing freedom resilience caroline shared stained glass window she created local church symbolizing change growth her transgender journey melanie admired colors story behind caroline described discovering vibrant rainbow sidewalk her neighborhood during pride month symbolizing love acceptance unexpected places they discussed how art can uplift moods connect people caroline shared detailed drawing flowers one her favorite subjects emphasizing nature appreciation melanie shared her preference painting landscapes still life showing recent painting caroline inquired about more melanie upcoming paintings continuing their mutual encouragement art personal expression caroline melanie discuss adoption art lgbtq identity personal growth august 23 25 2023", + "md_path": "default_app/default_project/users/melanie/episodes/episode-2026-07-24.md", + "content_sha256": "00d9518a157a6cf58694759a0fbcaca833f06c1be8406a2cdf7f73cf57972a7b", + "deprecated_by": null, "vector": [ - -0.00045147552737034857, - 0.03892890363931656, - 0.0394124910235405, - -0.006891141179949045, - -0.002538841450586915, - 0.03989608213305473, - -0.02200329303741455, - 0.04376479238271713, - -0.014386768452823162, - 0.0015792198246344924, - 0.026355592533946037, - 0.007253832649439573, - -0.0043522994965314865, - -0.03082878887653351, - -0.021882396191358566, - 0.01335914246737957, - 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"sender_ids": [ - "caroline", - "melanie" + "melanie", + "caroline" ], - "subject": "Caroline's School Event on Transgender Journey and Support System Discussion with Melanie on June 9, 2023", - "summary": "On June 9, 2023 at 8:06 PM UTC, Caroline shared with Melanie about a school event she held last week (May 31 - June 6, 2023) where she spoke about her transgender journey and encouraged student involv", - "episode": "On June 9, 2023 at 8:06 PM UTC, Caroline shared with Melanie about a school event she held last week (May 31 - June 6, 2023) where she spoke about her transgender journey and encouraged student involvement in the LGBTQ community. Caroline reflected on her progress since starting her transition three years ago. Melanie expressed pride and support for Caroline's courage and impact. Caroline described feeling powerful during her talk, sharing struggles and growth, and inspiring the audience to be better allies. Both emphasized the importance of conversations on gender identity, inclusion, and building a supportive community. They acknowledged the challenges of sharing personal stories but highlighted the hope and acceptance it fosters. Melanie and Caroline discussed their motivation sources: Caroline's friends, family, and mentors who have supported her for four years since moving from her home country, especially after a difficult breakup; Melanie's husband and kids who motivate her. Caroline shared a photo from a recent meetup with her support system. Melanie mentioned being married for five years and described a joyful family wedding day with games and good food. Both agreed on cherishing family moments as essential for happiness and strength. They committed to continuing to use their voices to promote love, understanding, and positive change together.", - "episode_tokens": "june 2023 06 pm utc caroline shared melanie about school event she held last week may 31 june 2023 where she spoke about her transgender journey encouraged student involvement lgbtq community caroline reflected her progress since starting her transition three years ago melanie expressed pride support caroline courage impact caroline described feeling powerful during her talk sharing struggles growth inspiring audience better allies both emphasized importance conversations gender identity inclusion building supportive community they acknowledged challenges sharing personal stories highlighted hope acceptance fosters melanie caroline discussed their motivation sources caroline friends family mentors who supported her four years since moving from her home country especially after difficult breakup melanie husband kids who motivate her caroline shared photo from recent meetup her support system melanie mentioned married five years described joyful family wedding day games good food both agreed cherishing family moments essential happiness strength they committed continuing use their voices promote love understanding positive change together", - "md_path": "users/melanie/episodes/episode-2026-05-19.md", - "content_sha256": "ea588c86df91868c1cd812b9789603710e04b46eacae80cb43864f536ec570e0", + "subject": "Melanie and Caroline Discuss Autumn Art Projects and Upcoming LGBTQ Art Show on August 25, 2023", + "summary": "On August 25, 2023, at 1:48 PM UTC, Melanie shared feeling inspired by autumn and mentioned planning several art projects. One minute later, at 1:49 PM UTC, Caroline revealed she was organizing an LGB", + "episode": "On August 25, 2023, at 1:48 PM UTC, Melanie shared feeling inspired by autumn and mentioned planning several art projects. One minute later, at 1:49 PM UTC, Caroline revealed she was organizing an LGBTQ art show scheduled for the following month, where she planned to exhibit her paintings. Melanie responded enthusiastically, expressing excitement to see Caroline's show and emphasizing the importance of platforms for the LGBTQ community. At 1:50 PM UTC, Caroline expressed strong enthusiasm about the event, describing it as a great night showcasing LGBTQ artists and their talents, with the goal of promoting understanding and acceptance.", + "episode_tokens": "august 25 2023 48 pm utc melanie shared feeling inspired autumn mentioned planning several art projects one minute later 49 pm utc caroline revealed she organizing lgbtq art show scheduled following month where she planned exhibit her paintings melanie responded enthusiastically expressing excitement see caroline show emphasizing importance platforms lgbtq community 50 pm utc caroline expressed strong enthusiasm about event describing great night showcasing lgbtq artists their talents goal promoting understanding acceptance melanie caroline discuss autumn art projects upcoming lgbtq art show august 25 2023", + "md_path": "default_app/default_project/users/melanie/episodes/episode-2026-07-24.md", + "content_sha256": 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+ "timestamp": "2023-09-13T00:09:00+00:00", "parent_type": "memcell", - "parent_id": "mc_4c5acf812898", + "parent_id": "mc_05927231bd7c", "sender_ids": [ "caroline", "melanie" ], - "subject": "Caroline and Melanie Reconnect: Mental Health Passion, Family Activities, and Support Networks on July 6, 2023", - "summary": "On July 6, 2023 at 8:25 PM UTC, Caroline and Melanie reconnected after a long time. Caroline shared her recent focus on counseling and mental health work, expressing passion for helping others despite", - "episode": "On July 6, 2023 at 8:25 PM UTC, Caroline and Melanie reconnected after a long time. Caroline shared her recent focus on counseling and mental health work, expressing passion for helping others despite challenges. Melanie responded positively, congratulating Caroline on pursuing her dreams. Melanie recounted taking her kids to a museum yesterday (July 5, 2023), where they enjoyed the dinosaur exhibit, highlighting her joy in motherhood. Caroline shared her plan to create a children's book library for her future kids, including classics, multicultural stories, and educational books. Melanie recalled loving \"Charlotte's Web\" as a childhood favorite, appreciating its themes of friendship and compassion. Caroline reflected on the importance of her friends and family in supporting her transition, mentioning a picnic they had last week (June 29 - July 5, 2023). Melanie admired Caroline's support network and asked how they helped. Caroline explained they provided love, guidance, and acceptance throughout her transition, which was crucial for her growth and self-acceptance. Melanie expressed happiness for Caroline's support and shared a photo of her family camping at the beach, emphasizing how it brings them closer. The conversation highlighted themes of personal growth, family bonding, and the value of supportive relationships.", - "episode_tokens": "july 2023 25 pm utc caroline melanie reconnected after long time caroline shared her recent focus counseling mental health work expressing passion helping others despite challenges melanie responded positively congratulating caroline pursuing her dreams melanie recounted taking her kids museum yesterday july 2023 where they enjoyed dinosaur exhibit highlighting her joy motherhood caroline shared her plan create children book library her future kids including classics multicultural stories educational books melanie recalled loving charlotte web childhood favorite appreciating themes friendship compassion caroline reflected importance her friends family supporting her transition mentioning picnic they last week june 29 july 2023 melanie admired caroline support network asked how they helped caroline explained they provided love guidance acceptance throughout her transition which crucial her growth self acceptance melanie expressed happiness caroline support shared photo her family camping beach emphasizing how brings them closer conversation highlighted themes personal growth family bonding value supportive relationships", - "md_path": "users/melanie/episodes/episode-2026-05-19.md", - "content_sha256": "ab9f795b6b3150c38390d6a482df055876b1d8666e822744f3620b468ee50573", + "subject": "Caroline and Melanie Discuss Volunteering, Music, and Outdoor Activities August-September 2023", + "summary": "On August 28, 2023, Caroline and Melanie reconnected in a conversation starting at 3:19 PM UTC. Melanie shared that she took her kids to a park the previous day (August 27, 2023), where they enjoyed e", + "episode": "On August 28, 2023, Caroline and Melanie reconnected in a conversation starting at 3:19 PM UTC. Melanie shared that she took her kids to a park the previous day (August 27, 2023), where they enjoyed exploring and playing outdoors. Caroline responded by describing her recent volunteering experience at an LGBTQ+ youth center, emphasizing the fulfillment she felt supporting young people facing challenges and sharing her personal story to let them know they are not alone. Melanie acknowledged the importance of community support and asked about Caroline's feelings and future plans. Caroline expressed her intention to continue volunteering, highlighting strong connections she made and her belief in community support. She mentioned organizing a talent show for the kids next month (September 2023) to celebrate their talents. Melanie expressed enthusiasm for the event and shared her love for live music.\n\nThe conversation shifted to music, where Melanie mentioned attending a lively show by the band \"Summer Sounds\" that got everyone dancing and singing. Caroline shared that she plays acoustic guitar, which she started about five years ago, as a way to express emotions. She identified \"Brave\" by Sara Bareilles as a meaningful song symbolizing courage and progress. Melanie plays clarinet, enjoying both classical composers like Bach and Mozart and modern songs such as Ed Sheeran's \"Perfect.\"\n\nOn September 13, 2023, at 12:09 AM UTC, Caroline reached out again to Melanie, mentioning a recent day out biking with friends the previous weekend (September 9-10, 2023), describing it as refreshing and sharing a stunning picture from the outing.", + "episode_tokens": "august 28 2023 caroline melanie reconnected conversation starting 19 pm utc melanie shared she took her kids park previous day august 27 2023 where they enjoyed exploring playing outdoors caroline responded describing her recent volunteering experience lgbtq youth center emphasizing fulfillment she felt supporting young people facing challenges sharing her personal story let them know they not alone melanie acknowledged importance community support asked about caroline feelings future plans caroline expressed her intention continue volunteering highlighting strong connections she made her belief community support she mentioned organizing talent show kids next month september 2023 celebrate their talents melanie expressed enthusiasm event shared her love live music conversation shifted music where melanie mentioned attending lively show band summer sounds got everyone dancing singing caroline shared she plays acoustic guitar which she started about five years ago way express emotions she identified brave sara bareilles meaningful song symbolizing courage progress melanie plays clarinet enjoying both classical composers like bach mozart modern songs such ed sheeran perfect september 13 2023 12 09 am utc caroline reached out again melanie mentioning recent day out biking friends previous weekend september 10 2023 describing refreshing sharing stunning picture from outing caroline melanie discuss volunteering music outdoor activities august september 2023", + "md_path": "default_app/default_project/users/melanie/episodes/episode-2026-07-24.md", + "content_sha256": 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[ "melanie", "caroline" ], - "subject": "Melanie and Caroline Share Experiences of Family Celebration and LGBTQ+ Advocacy on August 14, 2023", - "summary": "On August 14, 2023 at 2:32 PM UTC, Melanie shared with Caroline the joy of celebrating her daughter's birthday the previous night (August 13, 2023) at a concert featuring Matt Patterson, highlighting", - "episode": "On August 14, 2023 at 2:32 PM UTC, Melanie shared with Caroline the joy of celebrating her daughter's birthday the previous night (August 13, 2023) at a concert featuring Matt Patterson, highlighting the music, warm summer breeze, and her children's smiles. Caroline responded by expressing admiration for Melanie's love for her kids and shared that she had attended a pride parade the previous Friday (August 11, 2023), describing it as an inspiring event full of energy, love, and a strong reminder to continue advocating for LGBTQ equality. Melanie asked about Caroline's feelings being part of that community, to which Caroline replied it was inspiring and motivated her to represent inclusivity and diversity in her art. Caroline then shared a recent painting reflecting her trans experience, aiming to foster understanding and acceptance of the trans community. Melanie praised Caroline's art and requested to see another piece, leading Caroline to describe 'Embracing Identity,' a painting symbolizing the journey of self-acceptance and love. They discussed how art helps Caroline explore her transition and embrace imperfections, with Melanie appreciating the healing and connecting power of art. The conversation ended with mutual gratitude and an open invitation to continue their dialogue.", - "episode_tokens": "august 14 2023 32 pm utc melanie shared caroline joy celebrating her daughter birthday previous night august 13 2023 concert featuring matt patterson highlighting music warm summer breeze her children smiles caroline responded expressing admiration melanie love her kids shared she attended pride parade previous friday august 11 2023 describing inspiring event full energy love strong reminder continue advocating lgbtq equality melanie asked about caroline feelings part community which caroline replied inspiring motivated her represent inclusivity diversity her art caroline then shared recent painting reflecting her trans experience aiming foster understanding acceptance trans community melanie praised caroline art requested see another piece leading caroline describe embracing identity painting symbolizing journey self acceptance love they discussed how art helps caroline explore her transition embrace imperfections melanie appreciating healing connecting power art conversation ended mutual gratitude open invitation continue their dialogue", - "md_path": "users/melanie/episodes/episode-2026-05-19.md", - "content_sha256": "5dac8e686d510b25386e25af6c576d0253166cbbc0b9cb5d753f1471880fbbed", + "subject": "Melanie and Caroline's September 13, 2023 Conversation on Nature, Art, and Personal Growth", + "summary": "On September 13, 2023, starting at 12:09 AM UTC, Melanie and Caroline engaged in a conversation about their recent activities and personal experiences. Melanie shared that she went camping with her ki", + "episode": "On September 13, 2023, starting at 12:09 AM UTC, Melanie and Caroline engaged in a conversation about their recent activities and personal experiences. Melanie shared that she went camping with her kids a few weeks ago, enjoying forest exploration, hiking, roasting marshmallows, and storytelling around the campfire, emphasizing the joy and refreshment nature brings. Caroline complimented Melanie's camping photos and expressed appreciation for the excitement children show in simple moments. Melanie then inquired about Caroline's inspiration for volunteering. Caroline explained her motivation comes from supporting the LGBTQ+ community and creating a more loving world, crediting her friends, family, and mentors for their support, which also fuels her art creation. Melanie admired Caroline's artwork depicting togetherness and asked about her art journey. Caroline revealed she has been creating art since around age 17, finding it empowering and cathartic, especially for expressing complex feelings. Melanie shared her seven-year experience with painting and pottery, highlighting pottery as calming and satisfying, and showed her pottery creations. Caroline praised Melanie's pottery bowls and related how painting and drawing helped her explore and accept her gender identity during her transition. Melanie encouraged Caroline to try pottery or other art forms. Caroline expressed interest in trying pottery and shared a painting symbolizing her journey as a trans woman, using red and blue to represent the binary gender system and their blending to signify breaking rigid norms and embracing her authentic self. Melanie praised Caroline's progress and asked about the impact of her journey on relationships. Caroline acknowledged changes, noting some friends remained supportive while others did not, leading her to value more genuine relationships with accepting people. Melanie empathized with the challenges and shared a positive experience at a caf\u00e9 the previous weekend, mentioning thoughtful signs that brought her happiness. Caroline asked if anything serious happened regarding the signs, and Melanie reassured her it was just a precaution and she had a great time. Caroline expressed relief and happiness for Melanie's enjoyable park visit. Melanie concluded by reflecting on the joy found in such moments, underscoring life's beauty. Throughout the conversation, both expressed mutual admiration, emotional support, and openness about their personal growth, art, and community involvement.", + "episode_tokens": "september 13 2023 starting 12 09 am utc melanie caroline engaged conversation about their recent activities personal experiences melanie shared she went camping her kids few weeks ago enjoying forest exploration hiking roasting marshmallows storytelling around campfire emphasizing joy refreshment nature brings caroline complimented melanie camping photos expressed appreciation excitement children show simple moments melanie then inquired about caroline inspiration volunteering caroline explained her motivation comes from supporting lgbtq community creating more loving world crediting her friends family mentors their support which also fuels her art creation melanie admired caroline artwork depicting togetherness asked about her art journey caroline revealed she creating art since around age 17 finding empowering cathartic especially expressing complex feelings melanie shared her seven year experience painting pottery highlighting pottery calming satisfying showed her pottery creations caroline praised melanie pottery bowls related how painting drawing helped her explore accept her gender identity during her transition melanie encouraged caroline try pottery other art forms caroline expressed interest trying pottery shared painting symbolizing her journey trans woman using red blue represent binary gender system their blending signify breaking rigid norms embracing her authentic self melanie praised caroline progress asked about impact her journey relationships caroline acknowledged changes noting some friends remained supportive while others not leading her value more genuine relationships accepting people melanie empathized challenges shared positive experience caf previous weekend mentioning thoughtful signs brought her happiness caroline asked anything serious happened regarding signs melanie reassured her just precaution she great time caroline expressed relief happiness melanie enjoyable park visit melanie concluded reflecting joy found such moments underscoring life beauty throughout conversation both expressed mutual admiration emotional support openness about their personal growth art community involvement melanie caroline september 13 2023 conversation nature art personal growth", + "md_path": "default_app/default_project/users/melanie/episodes/episode-2026-07-24.md", + "content_sha256": "63ad4ae83203d542698bb8ca6f096ac2a04d9396b3de1eb036ea4928ea408b9e", + "deprecated_by": null, "vector": [ - -0.0002442522090859711, - -0.027816016227006912, - 0.021724078804254532, - -0.019655119627714157, - -0.00145114550832659, - 0.02091948315501213, - -0.022643616423010826, - 0.03609185665845871, - 0.0014367777621373534, - 0.009942501783370972, - 0.06068949028849602, - 0.05655157193541527, - -0.004971250891685486, - -0.026781536638736725, - -0.008218368515372276, - 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end of file diff --git a/tests/fixtures/search_seed/foresight.json b/tests/fixtures/search_seed/foresight.json index a635e27e2..ac3c62313 100644 --- a/tests/fixtures/search_seed/foresight.json +++ b/tests/fixtures/search_seed/foresight.json @@ -1,10482 +1,10502 @@ [ { - "created_at": "2026-05-19T01:58:30.913839", - "updated_at": "2026-05-19T01:58:30.913846", - "id": "caroline_fs_20260519_00000001", - "entry_id": "fs_20260519_00000001", + "created_at": "2026-07-24T06:34:45.380066+00:00", + "updated_at": "2026-07-24T06:34:45.380068+00:00", + "id": "caroline_fs_20260724_00000001", + "entry_id": "fs_20260724_00000001", "owner_id": "caroline", "owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-05-08T14:04:30", - "start_time": "2023-05-08T00:00:00", - "end_time": "2023-11-08T00:00:00", - "duration_days": 184, + "timestamp": "2023-05-08T14:04:30+00:00", + "start_time": "2023-05-08T00:00:00+00:00", + "end_time": "2023-08-08T00:00:00+00:00", + "duration_days": 92, "parent_type": "memcell", - "parent_id": "mc_a7a1a4cfd8e6", + "parent_id": "mc_a7e0a7012cd6", "sender_ids": [], - "foresight": "caroline will actively seek further education related to counseling or mental health within the next 6 months", - "foresight_tokens": "caroline will actively seek further education related counseling mental health within next months", - "evidence": "caroline: Gonna continue my edu and check out career options; keen on counseling or mental health", - "evidence_tokens": "caroline gonna continue my edu check out career options keen counseling mental health", - "md_path": "users/caroline/.foresights/foresight-2026-05-19.md", - "content_sha256": "d117288a841e71e4ad7236c96b1a58ad726925f3041569cd2a91630321003c36", + "foresight": "caroline will actively seek more LGBTQ support groups over the next 3 months to strengthen her sense of acceptance", + "foresight_tokens": "caroline will actively seek more lgbtq support groups over next months strengthen her sense acceptance", + "evidence": "caroline attended an LGBTQ support group and felt accepted and courageous", + "evidence_tokens": "caroline attended lgbtq support group felt accepted courageous", + "md_path": "default_app/default_project/users/caroline/.foresights/foresight-2026-07-24.md", + "content_sha256": "10f81dc4bab9adddf6d60bad1deae048ada622da14cb76f0198091c5a6bc38bd", "vector": [ - -0.0004804167547263205, - 0.03147873654961586, - -0.02257196232676506, - 0.03440698981285095, - -0.0023487042635679245, - 0.07613461464643478, - 0.022693973034620285, - 0.03587111830711365, - 0.006314049009233713, - 0.023914078250527382, - 0.01482428889721632, - 0.021351855248212814, - 0.00387383671477437, - -0.03879937157034874, - 0.018179580569267273, - -0.01939968578517437, - 0.012628098018467426, - 0.025134185329079628, - 0.006954604759812355, - -0.0020589290652424097, - -0.004880424123257399, - 0.0019674210343509912, - 0.0341629683971405, - 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"caroline", "owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-05-08T14:04:30", - "start_time": "2023-05-08T00:00:00", - "end_time": "2023-08-08T00:00:00", + "timestamp": "2023-05-08T14:04:30+00:00", + "start_time": "2023-05-08T00:00:00+00:00", + "end_time": "2023-08-08T00:00:00+00:00", "duration_days": 92, "parent_type": "memcell", - "parent_id": "mc_a7a1a4cfd8e6", + "parent_id": "mc_a7e0a7012cd6", "sender_ids": [], - "foresight": "caroline will develop a stronger sense of self-acceptance and confidence over the next few months", - "foresight_tokens": "caroline will develop stronger sense self acceptance confidence over next few months", - "evidence": "caroline: The support group has made me feel accepted and given me courage to embrace myself", - "evidence_tokens": "caroline support group made me feel accepted given me courage embrace myself", - "md_path": "users/caroline/.foresights/foresight-2026-05-19.md", - "content_sha256": "14f3660744429d5370bfe4df0c59a115398ca4300572e4a3c32fbcb7f3c4ad39", + "foresight": "caroline may adopt creative outlets like painting or other arts to help with emotional expression and relaxation in the coming months", + "foresight_tokens": "caroline may adopt creative outlets like painting other arts help emotional expression relaxation coming months", + "evidence": "caroline appreciated Melanie\u2019s painting as a way to express feelings and relax", + "evidence_tokens": "caroline appreciated melanie painting way express feelings relax", + "md_path": "default_app/default_project/users/caroline/.foresights/foresight-2026-07-24.md", + "content_sha256": "4ac0dbd8aa2878c729da2c45f79cbf20d30086ac152865ba393ed13117b78276", "vector": [ - -0.00035310082603245974, - 0.019624972715973854, - 0.024263601750135422, - 0.02462041936814785, - -0.0019476298475638032, - 0.04781356826424599, - 0.016651490703225136, - 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"timestamp": "2023-05-08T14:04:30", - "start_time": "2023-05-08T00:00:00", - "end_time": "2023-08-08T00:00:00", - "duration_days": 92, + "timestamp": "2023-05-08T14:04:30+00:00", + "start_time": "2023-05-08T00:00:00+00:00", + "end_time": "2023-11-08T00:00:00+00:00", + "duration_days": 184, "parent_type": "memcell", - "parent_id": "mc_a7a1a4cfd8e6", + "parent_id": "mc_a7e0a7012cd6", "sender_ids": [], - "foresight": "caroline may explore creative outlets like painting or other arts to help relaxation and emotional expression within 3 months", - "foresight_tokens": "caroline may explore creative outlets like painting other arts help relaxation emotional expression within months", - "evidence": "caroline and melanie discussed painting as a way to express feelings and relax", - "evidence_tokens": "caroline melanie discussed painting way express feelings relax", - "md_path": "users/caroline/.foresights/foresight-2026-05-19.md", - "content_sha256": 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"caroline_fs_20260519_00000005", - "entry_id": "fs_20260519_00000005", + "created_at": "2026-07-24T06:34:45.599712+00:00", + "updated_at": "2026-07-24T06:34:45.599713+00:00", + "id": "caroline_fs_20260724_00000003", + "entry_id": "fs_20260724_00000003", "owner_id": "caroline", "owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-05-08T14:04:30", - "start_time": "2023-05-08T00:00:00", - "end_time": "2024-05-08T00:00:00", - "duration_days": 365, + "timestamp": "2023-05-08T14:04:30+00:00", + "start_time": "2023-05-08T00:00:00+00:00", + "end_time": "2023-11-08T00:00:00+00:00", + "duration_days": 184, "parent_type": "memcell", - "parent_id": "mc_a7a1a4cfd8e6", + "parent_id": "mc_a7e0a7012cd6", "sender_ids": [], - "foresight": "caroline will likely consider career paths that emphasize empathy and support, such as counseling, within the next year", - "foresight_tokens": "caroline will likely consider career paths emphasize empathy support such counseling within next year", - "evidence": "caroline: Keen on counseling or mental health to support those with similar issues", - "evidence_tokens": "caroline keen counseling mental health support similar issues", - "md_path": "users/caroline/.foresights/foresight-2026-05-19.md", - "content_sha256": "2cbf5e4312aa6366b75cacb8d09205edb4c286c706f781d73339aed818d315a5", + "foresight": "caroline will develop a habit of researching career options monthly to clarify her professional direction", + "foresight_tokens": "caroline will develop habit researching career options monthly clarify her professional direction", + "evidence": "caroline mentioned excitement about checking out career options after joining the support group", + "evidence_tokens": "caroline mentioned excitement about checking out career options after joining support group", + "md_path": "default_app/default_project/users/caroline/.foresights/foresight-2026-07-24.md", + "content_sha256": 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"2023-05-25T00:00:00+00:00", + "end_time": "2023-08-25T00:00:00+00:00", + "duration_days": 92, "parent_type": "memcell", - "parent_id": "mc_a7a1a4cfd8e6", + "parent_id": "mc_563d4bc7e7a0", "sender_ids": [], - "foresight": "melanie may increase creative activities like painting to relax and express emotions over the next few months", - "foresight_tokens": "melanie may increase creative activities like painting relax express emotions over next few months", - "evidence": "melanie: Painting's a fun way to express my feelings and get creative; a great way to relax after a long day", - "evidence_tokens": "melanie painting fun way express my feelings get creative great way relax after long day", - "md_path": "users/melanie/.foresights/foresight-2026-05-19.md", - "content_sha256": "8fa386d637dd1835a0d8e236189f7f5628322bb393ec11b55a66b786d46e1922", + "foresight": "melanie will establish a daily self-care routine including running, reading, or playing violin for the next 3 months", + 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swimming kids painting relaxing key self care", - "md_path": "users/melanie/.foresights/foresight-2026-05-19.md", - "content_sha256": "89fe8cdaf800e0129a8119bfdd875636e80bd61f041f780ca3268d4a52357aa8", + "foresight": "melanie will prioritize mental health awareness and self-care in her lifestyle over the coming months", + "foresight_tokens": "melanie will prioritize mental health awareness self care her lifestyle over coming months", + "evidence": "melanie reflected on the charity race for mental health and realizing self-care is important", + "evidence_tokens": "melanie reflected charity race mental health realizing self care important", + "md_path": "default_app/default_project/users/melanie/.foresights/foresight-2026-07-24.md", + "content_sha256": "89747370ed75037ac4ef241823333163a6a56a31374d67c5b07d7aa6093015c8", "vector": [ - -0.0002047619054792449, - 0.007611062377691269, - 0.004034435376524925, - -0.0066382200457155704, - -0.0009871490765362978, - 0.04944329336285591, - 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"parent_id": "mc_a7a1a4cfd8e6", + "parent_id": "mc_563d4bc7e7a0", "sender_ids": [], - "foresight": "melanie could develop a stronger interest in supportive social groups inspired by Caroline's experience", - "foresight_tokens": "melanie could develop stronger interest supportive social groups inspired caroline experience", - "evidence": "caroline: I went to a LGBTQ support group and felt accepted and courageous; melanie showed interest", - "evidence_tokens": "caroline went lgbtq support group felt accepted courageous melanie showed interest", - "md_path": "users/melanie/.foresights/foresight-2026-05-19.md", - "content_sha256": "35f0ab76c1324b32b81fc34fb28bbad5709ace01a16fdba9eb6400d81de0961b", + "foresight": "melanie will plan and prepare for a family camping trip during summer break next month", + "foresight_tokens": "melanie will plan prepare family camping trip during summer break next month", + "evidence": "melanie mentioned her kids are excited for summer break and they are thinking about going camping next month", + "evidence_tokens": "melanie mentioned her kids excited summer break they thinking about going camping next month", + "md_path": "default_app/default_project/users/melanie/.foresights/foresight-2026-07-24.md", + "content_sha256": "98e2e3347c031fff6717f62031ade8bf56360de16674a8ce42e0557750d6335e", "vector": [ - -0.0004237882967572659, - 0.033455006778240204, - -0.012426144443452358, - 0.005615661386400461, - -0.0021656141616404057, - 0.060457974672317505, - -0.0012993684504181147, - 0.06356450915336609, - 0.006840353831648827, - -0.015891127288341522, - 0.02712245099246502, - 0.02449384331703186, - 0.0060935900546610355, - -0.03560568392276764, - -0.004928639158606529, - 0.007467634975910187, - -0.01947559230029583, - 0.005496179219335318, - -0.009857278317213058, - 0.0007019576733000576, - -0.011350804939866066, - -0.014218376949429512, - 0.054483864456415176, - 0.005376697052270174, - 0.04396943375468254, - -0.03966807946562767, - 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"default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-05-08T14:04:30", - "start_time": "2023-05-08T00:00:00", - "end_time": "2023-11-08T00:00:00", + "timestamp": "2023-05-25T13:22:00+00:00", + "start_time": "2023-05-25T00:00:00+00:00", + "end_time": "2023-11-25T00:00:00+00:00", "duration_days": 184, "parent_type": "memcell", - "parent_id": "mc_a7a1a4cfd8e6", + "parent_id": "mc_563d4bc7e7a0", "sender_ids": [], - "foresight": "melanie may become more empathetic and supportive in personal relationships influenced by conversations about mental health", - "foresight_tokens": "melanie may become more empathetic supportive personal relationships influenced conversations about mental health", - "evidence": "caroline: Interested in counseling and mental health; melanie praised empathy and understanding", - "evidence_tokens": "caroline interested counseling mental health melanie praised empathy understanding", - "md_path": 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"2026-05-19T01:56:04.534930", - "updated_at": "2026-05-19T01:56:04.534931", - "id": "melanie_fs_20260519_00000005", - "entry_id": "fs_20260519_00000005", + "created_at": "2026-07-24T06:36:02.981993+00:00", + "updated_at": "2026-07-24T06:36:02.981996+00:00", + "id": "melanie_fs_20260724_00000011", + "entry_id": "fs_20260724_00000011", "owner_id": "melanie", "owner_type": "user", + "app_id": "default", + "project_id": "default", "session_id": "locomo_c0_caroline_melanie", - "timestamp": "2023-05-08T14:04:30", - "start_time": "2023-05-08T00:00:00", - "end_time": "2023-09-08T00:00:00", - "duration_days": 123, + "timestamp": "2023-05-25T13:22:00+00:00", + "start_time": "2023-05-25T00:00:00+00:00", + "end_time": "2024-05-25T00:00:00+00:00", + "duration_days": 365, "parent_type": "memcell", - "parent_id": "mc_a7a1a4cfd8e6", + "parent_id": "mc_563d4bc7e7a0", "sender_ids": [], - "foresight": "melanie might balance work and family demands with creative outlets and social support to manage stress in coming months", - "foresight_tokens": "melanie might balance work family demands creative outlets social support manage stress coming months", - "evidence": "melanie: Swamped with kids and work; uses painting and family swimming to relax", - "evidence_tokens": "melanie swamped kids work uses painting family swimming relax", - "md_path": "users/melanie/.foresights/foresight-2026-05-19.md", - "content_sha256": "51461e17aa65cb4dfa0cde8b78c55af20d41cc43b315e1442d31585c06eaa746", + "foresight": "melanie may become more involved in mental health advocacy or community events within the next year", + "foresight_tokens": "melanie may become more involved mental health advocacy community events within next year", + "evidence": "melanie ran a charity race for mental health and found it rewarding and thought-provoking", + "evidence_tokens": "melanie ran charity race mental health found rewarding thought provoking", + "md_path": 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at an LGBTQ+ youth center, finding it fulfilling to support and share her story with young people facing challenges. She is involved in organizing community events like a talent show for the youth, showing ongoing social engagement, leadership, and advocacy.", - "explicit_info_json": "[{\"category\": \"Social Engagement\", \"description\": \"Caroline recently volunteered at an LGBTQ+ youth center, finding it fulfilling to support and share her story with young people facing challenges. She is involved in organizing community events like a talent show for the youth, showing ongoing social engagement, leadership, and advocacy.\", \"evidence\": \"Caroline mentioned going to an LGBTQ support group and finding it powerful.\"}, {\"category\": \"Emotional State\", \"description\": \"Caroline feels accepted and courageous after attending the support group and empowered by sharing her story publicly, inspiring others.\", \"evidence\": \"Caroline said the support group made her feel accepted and gave her courage to embrace herself.\"}, {\"category\": \"Career Interests\", \"description\": \"Caroline is interested in pursuing education and a career in counseling or mental health, specifically working with trans people to support their mental health and self-acceptance. She recently attended an LGBTQ+ counseling workshop and a transgender conference to deepen her knowledge and advocacy skills. She is passionate about making a positive impact and creating safe spaces for growth. She is motivated by her own mental health struggles and the support she received, aiming to help others similarly. She is also actively involved in LGBTQ activism groups and mentorship programs for LGBTQ youth, furthering her advocacy and community leadership.\", \"evidence\": \"Caroline expressed excitement about continuing education and exploring career options in counseling or mental health.\"}, {\"category\": \"Values\", \"description\": \"Caroline values empathy and supporting others with similar issues.\", \"evidence\": \"Caroline wants to support those with similar issues through counseling or mental health work.\"}, {\"category\": \"Family Planning\", \"description\": \"Caroline is actively pursuing adoption, having passed adoption agency interviews recently with support from an adoption advice group and her mentor. She is excited and hopeful about becoming a single parent and creating a loving home. She also shares adoption advice and encouragement with friends interested in adoption.\", \"evidence\": \"In May 2023, Caroline mentioned researching adoption agencies that support LGBTQ+ individuals and expressed excitement and hope about adopting children and becoming a single parent.\"}, {\"category\": \"Personal Interests and Hobbies\", \"description\": \"Caroline plays acoustic guitar as a form of emotional expression and self-connection, in addition to piano and painting. Music is a cathartic and uplifting outlet for her.\", \"evidence\": \"In June 2023, Caroline mentioned she is learning the piano to get creative and express herself.\"}, {\"category\": \"Sentimental Items\", \"description\": \"Caroline treasures sentimental objects such as a necklace gifted by her grandmother symbolizing love, faith, and strength, and a hand-painted bowl from a friend that reminds her of art and self-expression. She also values books as important guides and sources of motivation and hope in her life.\", \"evidence\": \"In June and July 2023, Caroline mentioned a special necklace from her grandmother and a hand-painted bowl from a friend as meaningful items.\"}, {\"category\": \"Family and Parenting Aspirations\", \"description\": \"Caroline is creating a children's book library in preparation for adopting children, showing her excitement about reading to them and fostering their growth. She collects a variety of children's books including classics, multicultural stories, and educational materials. She is actively attending council meetings for adoption and is determined to create a loving home as a single parent.\", \"evidence\": \"In July 2023, Caroline shared she is building a library of children's books to prepare for when she has kids.\"}, {\"category\": \"Pets\", \"description\": \"Caroline has a pet guinea pig named Oscar, who she enjoys caring for and shares moments with.\", \"evidence\": \"In August 2023, Caroline mentioned having a guinea pig named Oscar and shared a photo of him eating parsley.\"}, {\"category\": \"Music Interests and Skills\", \"description\": \"Caroline has been playing acoustic guitar for about five years, using it to express emotions and connect with herself. She values music as a source of inspiration and emotional release, with favorite songs like 'Brave' by Sara Bareilles that resonate with her journey.\", \"evidence\": \"In August and September 2023, Caroline mentioned playing acoustic guitar for five years and described the significance of the song 'Brave' by Sara Bareilles.\"}]", - "implicit_traits_json": "[{\"basis\": \"Her interest in counseling and mental health careers combined with her positive response to the support group, public advocacy, recent attendance at LGBTQ+ workshops and conferences, mentorship activities, and community activism, as well as her reflection on her own mental health struggles and support system.\", \"description\": \"Caroline shows a strong desire to help and support others facing challenges similar to her own, especially trans people, inspired by her own journey and counseling experiences. She is passionate about making a positive impact and creating safe spaces for growth, motivated by her personal mental health journey and community involvement. She actively mentors LGBTQ youth and participates in activist groups.\", \"evidence\": \"In June and July 2023, Caroline mentioned attending LGBTQ+ counseling workshops, a transgender conference, joining an LGBTQ activist group, and mentoring LGBTQ youth, expressing passion for helping others and sharing how her own mental health journey motivated her.\", \"trait\": \"Empathetic and Supportive\"}, {\"basis\": \"Her attendance at an LGBTQ support group and her statement about feeling courage to embrace herself.\", \"description\": \"Caroline is open about her identity and courageous in embracing herself publicly.\", \"evidence\": \"Caroline\u2019s participation in the support group and her expressed feelings of acceptance and courage.\", \"trait\": \"Open and Courageous\"}, {\"basis\": \"Her plan to continue education and explore career options after attending the support group.\", \"description\": \"Caroline actively seeks personal growth and self-improvement through education and self-exploration.\", \"evidence\": \"Caroline\u2019s excitement about continuing education and researching career paths.\", \"trait\": \"Reflective and Growth-Oriented\"}, {\"basis\": \"Her expressed goal to adopt children and create a family, despite challenges as a single parent, and recent success in adoption agency interviews.\", \"description\": \"Caroline demonstrates a strong nurturing instinct and a sense of responsibility by planning to adopt children and provide them with a safe and loving home. She has recently passed adoption agency interviews, showing progress and commitment to this goal.\", \"evidence\": \"In Oct 2023, Caroline shared that she passed adoption agency interviews and expressed excitement and hope about adopting children and becoming a single parent.\", \"trait\": \"Nurturing and Responsible\"}, {\"basis\": \"Her public speaking at school events about her transgender journey and encouraging LGBTQ community involvement.\", \"description\": \"Caroline actively advocates for LGBTQ awareness and inclusion, courageously sharing her personal journey to inspire and educate others.\", \"evidence\": \"In June 2023, Caroline gave a talk at a school event about her transgender journey and the importance of LGBTQ community support.\", \"trait\": \"Advocate and Community Leader\"}, {\"basis\": \"Her reflection on overcoming struggles and appreciation for friends, family, and mentors who support her.\", \"description\": \"Caroline demonstrates resilience through her transition journey and expresses gratitude for her support system, which motivates her.\", \"evidence\": \"In June 2023, Caroline shared how her support system has been crucial through her transition and tough times like a breakup.\", \"trait\": \"Resilient and Grateful\"}, {\"basis\": \"Her interest in piano and painting combined with her use of art to express her trans experience and organize community art events.\", \"description\": \"Caroline engages deeply in creative activities like painting and piano to express emotions and explore her identity. She uses art as a therapeutic tool and a platform for LGBTQ advocacy, preparing for an LGBTQ art show.\", \"evidence\": \"In August 2023, Caroline shared multiple paintings, described their meanings, and mentioned preparing for an LGBTQ art show.\", \"trait\": \"Creative and Expressive\"}, {\"basis\": \"Her attachment to a necklace from her grandmother and a hand-painted bowl from a friend, which symbolize love, strength, and creativity.\", \"description\": \"Caroline values meaningful objects that connect her to family, heritage, and self-expression, reflecting on their emotional significance.\", \"evidence\": \"In June and July 2023, Caroline described the sentimental value of these items and their personal meaning.\", \"trait\": \"Sentimental and Reflective\"}, {\"basis\": \"Her expressed goal to adopt children, create a family, and foster their growth through reading and education.\", \"description\": \"Caroline demonstrates a nurturing and responsible nature through her plans to adopt children and prepare a loving environment, including building a children's book library.\", \"evidence\": \"In July 2023, Caroline shared her plans for adoption and creating a children's book library.\", \"trait\": \"Family-Oriented and Nurturing\"}, {\"basis\": \"Her expressed appreciation for books like 'Becoming Nicole' and how reading helps her discover herself and stay motivated.\", \"description\": \"Caroline values books as important sources of guidance, motivation, and hope, using them to support her self-acceptance and personal growth.\", \"evidence\": \"In July 2023, Caroline shared how books guide her, motivate her, and help her discover who she is, highlighting 'Becoming Nicole' as a favorite.\", \"trait\": \"Book-Loving and Reflective\"}, {\"basis\": \"Her active membership in an LGBTQ activist group, participation in pride parades, public speaking, and organizing events.\", \"description\": \"Caroline is deeply involved in LGBTQ activism, participating in activist groups, pride parades, and advocacy events. She uses her voice and leadership to support rights and community support, showing a strong commitment to social justice and community empowerment.\", \"evidence\": \"In July 2023, Caroline mentioned joining an LGBTQ activist group, attending pride parades, and giving talks to encourage community involvement.\", \"trait\": \"Community-Oriented Activist\"}, {\"basis\": \"Her involvement in a mentorship program for LGBTQ youth and her support of a transgender teen mentee.\", \"description\": \"Caroline mentors LGBTQ youth, providing support and confidence-building, serving as a positive role model for others in the community.\", \"evidence\": \"In July 2023, Caroline described mentoring a transgender teen and supporting them at pride events.\", \"trait\": \"Mentor and Role Model\"}, {\"basis\": \"Her reflection on a negative encounter during a hike and her choice to apologize shows maturity and resilience.\", \"description\": \"Caroline demonstrates emotional maturity and resilience by handling difficult social encounters with courage and attempting to apologize to others despite being upset.\", \"evidence\": \"In August 2023, Caroline described a difficult experience with religious conservatives on a hike and her effort to apologize.\", \"trait\": \"Resilient and Mature\"}, {\"basis\": \"Her mention of her guinea pig Oscar, childhood horseback riding memories, and appreciation of horse paintings.\", \"description\": \"Caroline shows affection and care for animals, demonstrated by her pet ownership and fondness for horses and nature.\", \"evidence\": \"In August 2023, Caroline talked about her guinea pig, childhood horseback riding, and discussed horse paintings with a friend.\", \"trait\": \"Animal Lover\"}, {\"basis\": \"Her warm, encouraging conversations with Melanie, expressing gratitude and mutual care.\", \"description\": \"Caroline values close friendships and provides emotional support and encouragement to friends, appreciating mutual support in difficult times.\", \"evidence\": \"In August 2023, Caroline repeatedly expressed appreciation for her friend Melanie and offered support during conversations.\", \"trait\": \"Supportive Friend\"}, {\"basis\": \"Her active volunteering at an LGBTQ+ youth center, organizing a talent show, and sharing her personal story to empower others.\", \"description\": \"Caroline demonstrates a strong commitment to community support and compassion, especially for LGBTQ+ youth, through volunteering and organizing events that foster pride and self-expression.\", \"evidence\": \"In August and September 2023, Caroline described her rewarding experience volunteering at an LGBTQ+ youth center and organizing community events.\", \"trait\": \"Community-Oriented and Compassionate\"}, {\"basis\": \"Her engagement in painting, piano, and guitar playing as means of self-expression and emotional release.\", \"description\": \"Caroline uses multiple artistic outlets including painting, piano, and guitar to explore and express her emotions and identity, finding these activities therapeutic and empowering.\", \"evidence\": \"In August and September 2023, Caroline discussed her painting, piano learning, and guitar playing as important creative and emotional outlets.\", \"trait\": \"Artistic and Emotional Expressive\"}, {\"basis\": \"Caroline offered adoption advice and emotional support to her friend Melanie, encouraging her and sharing tips on preparing for adoption.\", \"description\": \"Caroline provides emotional support and practical advice to friends, showing a nurturing and encouraging nature in helping others through their challenges, especially in adoption preparation.\", \"evidence\": \"In Oct 2023, Caroline shared detailed adoption advice and encouragement with her friend Melanie, showing her supportive and nurturing attitude.\", \"trait\": \"Supportive and Encouraging\"}, {\"basis\": \"Caroline expressed positive reflections on her friend Melanie\u2019s camping experiences with family, emphasizing the peace and bonding nature provides.\", \"description\": \"Caroline values quality time with loved ones and appreciates the calming and refreshing effects of nature, recognizing its role in emotional well-being and family connection.\", \"evidence\": \"In October 2023, Caroline discussed with Melanie the peacefulness and quality time nature camping trips bring to family life.\", \"trait\": \"Appreciative of Nature and Family Bonding\"}, {\"basis\": \"Her excitement and thankfulness after passing adoption interviews and her expressed vision of creating a loving home for children in need.\", \"description\": \"Caroline shows hopefulness and determination in her journey to build a family through adoption, expressing gratitude and a positive outlook despite past challenges.\", \"evidence\": \"In Oct 2023, Caroline expressed excitement and gratitude for passing adoption agency interviews and shared her vision of building a family and providing love and acceptance.\", \"trait\": \"Hopeful and Determined\"}]", - "profile_timestamp_ms": 1697968920000, - "md_path": "users/caroline/user.md", - "content_sha256": "4548ec43f844d2b44c10274da0d669463ad02e9dd5fe811b0d12ef3aa4fe25cb" + "app_id": "default", + "project_id": "default", + "summary": "Caroline attended multiple LGBTQ conferences recently, including one two days ago, where she connected with people on similar journeys and felt totally accepted. She expressed deep gratitude for the community's support and emphasized the importance of fighting for trans rights and spreading awareness. She also participated in a pride parade a few weeks ago, which was a top memory and made her feel proud, grateful, and inspired.", + "explicit_info_json": "[{\"category\": \"Social Activities\", \"description\": \"Caroline attended multiple LGBTQ conferences recently, including one two days ago, where she connected with people on similar journeys and felt totally accepted. She expressed deep gratitude for the community's support and emphasized the importance of fighting for trans rights and spreading awareness. She also participated in a pride parade a few weeks ago, which was a top memory and made her feel proud, grateful, and inspired.\", \"evidence\": \"Caroline mentioned going to an LGBTQ support group and found it powerful.\"}, {\"category\": \"Emotional State\", \"description\": \"Caroline feels accepted and courageous after attending the support group.\", \"evidence\": \"Caroline said the support group made her feel accepted and gave her courage to embrace herself.\"}, {\"category\": \"Career Interests\", \"description\": \"Caroline is actively pursuing education and a career in counseling or mental health, focusing on supporting trans people and creating safe spaces. She is motivated by her own mental health struggles and the support she received, which inspired her to help others. She remains excited and determined to continue this path. She also values books as important guides and sources of motivation and self-discovery, especially those related to transgender experiences and self-acceptance, such as 'Becoming Nicole.' She finds lessons from books about self-acceptance, support, hope, and the joy pets bring to life.\", \"evidence\": \"Caroline expressed excitement about continuing education and exploring career options in counseling or mental health.\"}, {\"category\": \"Family Planning\", \"description\": \"Caroline is researching adoption agencies that support LGBTQ+ individuals and is planning to adopt children to create a loving family. She recently attended a council meeting for adoption which inspired and strengthened her determination to adopt. She feels hopeful and determined about becoming a single parent.\", \"evidence\": \"In May 2023, Caroline mentioned researching adoption agencies that help LGBTQ+ folks with adoption and expressed excitement and hope about becoming a single parent.\"}, {\"category\": \"Public Speaking and Advocacy\", \"description\": \"Caroline gave a school talk about her transgender journey to encourage LGBTQ community involvement and promote understanding and acceptance.\", \"evidence\": \"In June 2023, Caroline described a school event where she shared her transgender journey and inspired students to be better allies.\"}, {\"category\": \"Personal Interests and Hobbies\", \"description\": \"Caroline enjoys creative activities such as learning piano and values sentimental objects like a necklace from her grandmother and a hand-painted bowl from a friend, which symbolize love, faith, strength, and self-expression.\", \"evidence\": \"In June and July 2023, Caroline mentioned learning piano and described her treasured necklace and hand-painted bowl with sentimental value.\"}, {\"category\": \"Personal Interests and Hobbies\", \"description\": \"Caroline enjoys creative activities such as learning piano and values sentimental objects like a necklace from her grandmother and a hand-painted bowl from a friend, which symbolize love, faith, strength, and self-expression. She also appreciates books as important guides and sources of motivation and self-discovery on her journey, especially those related to transgender experiences and self-acceptance. She specifically mentioned 'Becoming Nicole' as an inspiring book that gave her hope and taught her self-acceptance and the importance of support.\", \"evidence\": \"In July 2023, Caroline mentioned learning piano, described her treasured necklace and hand-painted bowl, and expressed love for reading and how books have helped her find hope, self-acceptance, and support.\"}, {\"category\": \"Personal Interests and Hobbies\", \"description\": \"Caroline enjoys reading and finds books to be a huge part of her journey, providing guidance, motivation, and self-discovery. She specifically mentioned 'Becoming Nicole' as an inspiring book that taught her self-acceptance, the importance of support, and gave her hope. She also appreciates the joy and comfort pets bring.\", \"evidence\": \"In July 2023, Caroline mentioned her love for reading, highlighted 'Becoming Nicole' as an inspiring book, and spoke about how pets bring joy and comfort.\"}]", + "implicit_traits_json": "[{\"basis\": \"Her interest in counseling and mental health careers combined with her positive response to the support group.\", \"description\": \"Caroline shows strong empathy and a desire to help others facing similar challenges.\", \"evidence\": \"Caroline wants to support those with similar issues and was inspired by transgender stories at the support group.\", \"trait\": \"Empathetic and Supportive\"}, {\"basis\": \"Her participation in an LGBTQ support group and her statement about feeling courageous to embrace herself.\", \"description\": \"Caroline demonstrates openness about her identity and courage to embrace herself publicly.\", \"evidence\": \"She described the support group as making her feel accepted and giving her courage.\", \"trait\": \"Open and Courageous\"}, {\"basis\": \"Her plan to continue education and explore career options after attending the support group.\", \"description\": \"Caroline actively seeks personal growth through education and self-exploration.\", \"evidence\": \"She mentioned being excited about continuing education and researching career paths.\", \"trait\": \"Reflective and Growth-Oriented\"}, {\"basis\": \"Her active pursuit of adoption and emphasis on providing a safe, loving home for kids in need.\", \"description\": \"Caroline values family deeply and is motivated by the desire to create a loving and supportive home for children.\", \"evidence\": \"In May 2023, Caroline expressed hope and optimism about adopting children and becoming a single parent.\", \"trait\": \"Family-Oriented\"}, {\"basis\": \"Her public speaking at a school event about her transgender journey and encouraging others to support LGBTQ causes.\", \"description\": \"Caroline uses her personal experiences to educate others and promote inclusivity and acceptance within the LGBTQ community.\", \"evidence\": \"In June 2023, Caroline shared how she inspired students and promoted understanding through her talk.\", \"trait\": \"Advocate and Inspirational Speaker\"}, {\"basis\": \"Her positive attitude towards adoption challenges and her reflection on growth since her transition.\", \"description\": \"Caroline demonstrates resilience through challenges and maintains hope and optimism for the future.\", \"evidence\": \"In May and June 2023, Caroline expressed feeling hopeful about adoption and proud of her personal development.\", \"trait\": \"Resilient and Hopeful\"}, {\"basis\": \"Her attachment to a necklace from her grandmother and a hand-painted bowl from a friend, and her reflections on these items' meanings.\", \"description\": \"Caroline values meaningful objects and memories that connect her to her roots, family, and personal growth.\", \"evidence\": \"In June 2023, Caroline described the special meaning of her necklace and bowl as reminders of love, faith, strength, and self-expression.\", \"trait\": \"Sentimental and Reflective\"}, {\"basis\": \"Her participation in pride parades, multiple LGBTQ+ conferences, and her expressed motivation to use her story to help others and fight for rights, along with her gratitude for community support.\", \"description\": \"Caroline is motivated by a strong sense of community belonging and a desire to advocate for trans rights and LGBTQ+ awareness. She actively participates in pride parades, multiple LGBTQ+ conferences, and uses her story to help others and fight for rights. She expresses gratitude for community support and emphasizes the importance of advocacy and awareness.\", \"evidence\": \"In July 2023, Caroline mentioned attending an LGBTQ conference two days ago and a pride parade a few weeks ago, expressing thankfulness for the community and motivation to fight for trans rights.\", \"trait\": \"Community-Oriented and Activist\"}, {\"basis\": \"Her ongoing efforts to explore counseling careers, attend workshops, and build a future family through adoption, alongside reflections on her transition journey.\", \"description\": \"Caroline demonstrates determination and resilience in pursuing her career goals and personal growth despite challenges.\", \"evidence\": \"In June and July 2023, Caroline expressed excitement and perseverance in her career and family planning goals.\", \"trait\": \"Goal-Driven and Resilient\"}, {\"basis\": \"Her appreciation of family support during her transition, plans to adopt children, and building a children's book library.\", \"description\": \"Caroline places high importance on family support and creating a nurturing home environment.\", \"evidence\": \"In July 2023, Caroline discussed her supportive family network and her preparations for future parenting.\", \"trait\": \"Family-Centered\"}, {\"basis\": \"Her expressed love for reading and how books have helped her find hope, self-acceptance, and support.\", \"description\": \"Caroline values books as important guides and sources of motivation and self-discovery on her journey, especially those related to transgender experiences and self-acceptance.\", \"evidence\": \"In July 2023, Caroline mentioned 'Becoming Nicole' as an inspiring book that gave her hope and taught her self-acceptance and the importance of support.\", \"trait\": \"Book-Lover and Reflective Learner\"}, {\"basis\": \"Her expressed love for reading and how books have helped her find hope, self-acceptance, and support.\", \"description\": \"Caroline values books as important guides and sources of motivation and self-discovery on her journey, especially those related to transgender experiences and self-acceptance.\", \"evidence\": \"In July 2023, Caroline mentioned 'Becoming Nicole' as an inspiring book that gave her hope and taught her self-acceptance and the importance of support.\", \"trait\": \"Book-Lover and Reflective Learner\"}, {\"basis\": \"Her repeated expressions of thankfulness for community support and the positive impact it has on her mental health and advocacy efforts.\", \"description\": \"Caroline shows a strong sense of gratitude and appreciation for the support and acceptance she receives from her community and loved ones, which fuels her motivation and positive outlook.\", \"evidence\": \"In July 2023, Caroline expressed gratitude for the LGBTQ community's support and how it made her feel accepted and motivated to fight for rights.\", \"trait\": \"Grateful and Appreciative\"}, {\"basis\": \"Her expressed love for reading and how books have helped her find hope, self-acceptance, and support, including her mention of 'Becoming Nicole' as an inspiring book.\", \"description\": \"Caroline values books as important guides and sources of motivation and self-discovery on her journey, especially those related to transgender experiences and self-acceptance. She draws hope and strength from reading and applies lessons learned to her life.\", \"evidence\": \"In July 2023, Caroline mentioned 'Becoming Nicole' as an inspiring book that gave her hope and taught her self-acceptance and the importance of support.\", \"trait\": \"Book-Lover and Reflective Learner\"}, {\"basis\": \"Her expressed love for reading and how books have helped her find hope, self-acceptance, and support, including her mention of 'Becoming Nicole' as an inspiring book.\", \"description\": \"Caroline values books as important guides and sources of motivation and self-discovery on her journey, especially those related to transgender experiences and self-acceptance. She draws hope and strength from reading and applies lessons learned to her life.\", \"evidence\": \"In July 2023, Caroline mentioned 'Becoming Nicole' as an inspiring book that gave her hope and taught her self-acceptance and the importance of support.\", \"trait\": \"Book-Lover and Reflective Learner\"}, {\"basis\": \"She mentioned that pets bring joy and comfort, highlighting their importance in her life.\", \"description\": \"Caroline values the joy and comfort that pets bring to life, recognizing their positive impact on emotional well-being.\", \"evidence\": \"In July 2023, Caroline said 'Pets bring so much joy' during a conversation about lessons learned from a book and life.\", \"trait\": \"Pet Lover\"}, {\"basis\": \"Her expressed love for reading and how books have helped her find hope, self-acceptance, and support, including her mention of 'Becoming Nicole' as an inspiring book, and her appreciation of pets for emotional well-being.\", \"description\": \"Caroline values books as important guides and sources of motivation and self-discovery on her journey, especially those related to transgender experiences and self-acceptance. She draws hope and strength from reading and applies lessons learned to her life, including the importance of self-acceptance, support, hope, and the joy pets bring.\", \"evidence\": \"In July 2023, Caroline mentioned 'Becoming Nicole' as an inspiring book that gave her hope and taught her self-acceptance and the importance of support. She also spoke about how pets bring joy and comfort.\", \"trait\": \"Book-Lover and Reflective Learner\"}]", + "profile_timestamp_ms": 1689430200000, + "md_path": "default_app/default_project/users/melanie/user.md", + "content_sha256": "0332706fd4332ddd02783ea2bd4696fd190bac7092cd8d4f1842b1448f311222" }, { - "created_at": "2026-05-19T01:58:30.155435", - "updated_at": "2026-05-19T01:58:30.155436", - "id": "melanie", - "owner_id": "melanie", + "created_at": "2026-07-24T06:41:32.498140+00:00", + "updated_at": "2026-07-24T06:41:32.498142+00:00", + "id": "caroline", + "owner_id": "caroline", "owner_type": "user", - "summary": "Caroline actively participates in LGBTQ support groups, values community support, engages in public speaking to raise awareness and inspire others about transgender issues and inclusivity, and recently joined an LGBTQ activist group called 'Connected LGBTQ Activists' to further advocacy and community support.", - "explicit_info_json": "[{\"category\": \"Social Engagement\", \"description\": \"Caroline actively participates in LGBTQ support groups, values community support, engages in public speaking to raise awareness and inspire others about transgender issues and inclusivity, and recently joined an LGBTQ activist group called 'Connected LGBTQ Activists' to further advocacy and community support.\", \"evidence\": \"Caroline mentioned attending an LGBTQ support group and feeling inspired and accepted.\"}, {\"category\": \"Career Interests\", \"description\": \"Caroline is interested in pursuing education and a career in counseling or mental health support, specifically focusing on working with transgender people to help them accept themselves and support their mental health. She has recently attended an LGBTQ+ counseling workshop and a transgender conference, is excited about learning therapeutic methods, advocacy, community engagement, mentoring LGBTQ youth, and is actively involved in LGBTQ activism.\", \"evidence\": \"Caroline expressed excitement about continuing education and exploring career options in counseling or mental health.\"}, {\"category\": \"Family Planning\", \"description\": \"Caroline is actively progressing in her adoption journey, having recently passed adoption agency interviews and feeling excited and thankful. She is motivated and hopeful about becoming a loving single parent and creating a safe, loving home for children in need.\", \"evidence\": \"Caroline shared that she is looking into adoption agencies that support LGBTQ+ individuals and is hopeful about becoming a parent.\"}, {\"category\": \"Values\", \"description\": \"Caroline values inclusivity, support, and providing a safe, loving environment for others.\", \"evidence\": \"Caroline chose an adoption agency because of their inclusivity and support for LGBTQ+ people and wants to give kids a loving home.\"}, {\"category\": \"Support System\", \"description\": \"Caroline has a strong and long-term support system consisting of friends, family, and mentors who have supported her through her transition and personal challenges. They provide love, guidance, and acceptance, which have been instrumental in her growth. She frequently expresses gratitude for this support.\", \"evidence\": \"In June 2023, Caroline mentioned having friends she has known for 4 years who have been a crucial support especially after a tough breakup.\"}, {\"category\": \"Sentimental Values\", \"description\": \"Caroline treasures meaningful personal items that symbolize love, faith, strength, and self-expression, such as a necklace from her grandmother and a hand-painted bowl from a friend. She also values creative activities like learning piano and painting as forms of self-expression, and uses her art to express her transgender experience and advocate for LGBTQ+ inclusivity.\", \"evidence\": \"In June 2023, Caroline shared that her necklace from her grandmother symbolizes love, faith, and strength, and she also treasures a hand-painted bowl given by a friend for her 18th birthday.\"}, {\"category\": \"Community Engagement\", \"description\": \"Caroline continues active participation in LGBTQ+ community events including pride parades and is now also volunteering at an LGBTQ+ youth center, mentoring and supporting young people. She is involved in organizing community activities such as a talent show for youth, and finds this work deeply fulfilling and meaningful.\", \"evidence\": \"In July 2023, Caroline attended an LGBTQ+ pride parade and a transgender conference, expressing excitement about community involvement and advocacy.\"}, {\"category\": \"Family Planning\", \"description\": \"Caroline is creating a children's book library in preparation for future parenthood, including classics, multicultural stories, and educational books to foster learning and compassion. She is actively involved in adoption council meetings and is determined to adopt children in need. She recently contacted her adoption mentor for advice and feels ready to become a mom.\", \"evidence\": \"In July 2023, Caroline shared that she is building a library of children's books to read to her future kids, emphasizing classics and diverse cultural stories.\"}, {\"category\": \"Creative Expression\", \"description\": \"Caroline is preparing for an LGBTQ art show featuring her paintings, using art to express her transgender experience and advocate for inclusivity. She also plays acoustic guitar as a form of emotional expression and enjoys painting inspired by nature and personal experiences.\", \"evidence\": \"In July 2023, Caroline mentioned learning piano and preparing for an LGBTQ art show with her paintings, describing her art as conveying unity and strength.\"}, {\"category\": \"Hobbies and Interests\", \"description\": \"Caroline plays acoustic guitar, finding it a therapeutic way to express emotions. She also enjoys painting, often inspired by nature and personal experiences, and uses her art to explore identity and self-acceptance. She has recently experimented with abstract painting as a freeing form of self-expression.\", \"evidence\": \"In August 2023, Caroline mentioned playing acoustic guitar for five years and described painting as a way to explore her identity and emotions.\"}, {\"category\": \"Artistic Expression\", \"description\": \"Caroline actively creates art as a form of self-expression and empowerment, including painting inspired by her transgender journey and abstract art. She also uses music, especially acoustic guitar, to express emotions and find catharsis.\", \"evidence\": \"In September 2023, Caroline shared her recent abstract paintings and described her guitar playing as a therapeutic emotional outlet.\"}, {\"category\": \"Event Participation\", \"description\": \"Caroline attended a transgender poetry reading event where transgender people shared their stories through poetry, finding it empowering and inspiring for self-expression and community connection.\", \"evidence\": \"In October 2023, Caroline described attending a transgender poetry reading that was a safe and empowering space for sharing and celebrating identities.\"}, {\"category\": \"Family Values\", \"description\": \"Caroline deeply values family love and support, seeing family as a source of strength and motivation. She appreciates the importance of cherishing loved ones and finds inspiration in the resilience and support of family members.\", \"evidence\": \"In October 2023, Caroline expressed strong appreciation for family as a source of strength and motivation during conversations about a road trip accident and adoption journey.\"}]", - "implicit_traits_json": "[{\"basis\": \"Her participation in pride parades, transgender conferences, LGBTQ activist group membership, and desire to use her story to help others reflect her advocacy orientation.\", \"description\": \"Caroline is motivated to publicly share her story and engage in advocacy to support and empower the transgender community. She recently joined an LGBTQ activist group and participates actively in community events and campaigns.\", \"evidence\": \"In July and August 2023, Caroline expressed excitement about attending a transgender conference, joining an LGBTQ activist group, and using her story to help others.\", \"trait\": \"Advocate and Activist\"}, {\"basis\": \"She acknowledges the difficulties ahead but remains hopeful and motivated to achieve her dreams.\", \"description\": \"Caroline approaches challenges with hope and determination, especially regarding single parenthood and career goals.\", \"evidence\": \"Caroline expressed feeling hopeful and optimistic about the adoption process despite the challenges of being a single parent.\", \"trait\": \"Resilient and Optimistic\"}, {\"basis\": \"Her active involvement in LGBTQ support groups and preference for inclusive adoption agencies reflect this trait.\", \"description\": \"Caroline values connection and support from communities that share her identity and experiences.\", \"evidence\": \"Caroline's engagement with LGBTQ support groups and choice of an LGBTQ-friendly adoption agency show her community focus.\", \"trait\": \"Community-Oriented\"}, {\"basis\": \"Her active role in giving talks about her transgender journey and encouraging LGBTQ community involvement shows her public speaking and advocacy skills.\", \"description\": \"Caroline is confident and motivated to share her personal journey publicly to educate and inspire others.\", \"evidence\": \"In June 2023, Caroline described giving a school talk about her transgender journey and inspiring students.\", \"trait\": \"Public Speaker\"}, {\"basis\": \"She frequently acknowledges the importance of her support network and cherishes moments with loved ones.\", \"description\": \"Caroline expresses gratitude for the support she receives and values close relationships deeply.\", \"evidence\": \"In June 2023, Caroline expressed thankfulness for her friends, family, and mentors who motivate and support her.\", \"trait\": \"Grateful and Appreciative\"}, {\"basis\": \"Her attachment to a necklace from her grandmother and a hand-painted bowl from a friend shows her sentimental nature.\", \"description\": \"Caroline values personal and meaningful objects that connect her to her roots, loved ones, and self-expression.\", \"evidence\": \"In June 2023, Caroline described the special meaning of her necklace and the significance of the hand-painted bowl.\", \"trait\": \"Sentimental\"}, {\"basis\": \"Her participation in pride parades, transgender conferences, and desire to use her story to help others reflect her advocacy orientation.\", \"description\": \"Caroline is motivated to publicly share her story and engage in advocacy to support and empower the transgender community.\", \"evidence\": \"In July 2023, Caroline expressed excitement about attending a transgender conference and using her story to help others.\", \"trait\": \"Advocate and Activist\"}, {\"basis\": \"Her engagement in learning piano, preparing for an LGBTQ art show, and valuing artistic self-expression indicate a creative personality.\", \"description\": \"Caroline values creative outlets such as painting and piano to express herself and find joy and healing. She uses her art to explore her transgender experience and advocate for inclusivity.\", \"evidence\": \"In July and August 2023, Caroline mentioned learning piano, preparing for an LGBTQ art show with her paintings, and using art to express her trans experience.\", \"trait\": \"Creative and Expressive\"}, {\"basis\": \"She expresses optimism about adoption and career development, showing resilience and forward-looking attitude.\", \"description\": \"Caroline maintains hope and motivation in pursuing her goals despite challenges, especially regarding her career and family planning.\", \"evidence\": \"In July 2023, Caroline expressed feeling hopeful and motivated about adoption and her counseling career despite challenges.\", \"trait\": \"Hopeful and Motivated\"}, {\"basis\": \"Her active involvement in LGBTQ support groups, pride parades, conferences, and preference for inclusive adoption agencies reflect this trait.\", \"description\": \"Caroline values connection and support from communities that share her identity and experiences.\", \"evidence\": \"In June and July 2023, Caroline engaged in LGBTQ+ community events and chose inclusive adoption agencies.\", \"trait\": \"Community-Oriented\"}, {\"basis\": \"Her involvement in a mentorship program for LGBTQ youth and her support for a transgender teen demonstrate her mentoring role.\", \"description\": \"Caroline actively mentors LGBTQ youth, providing support and confidence-building, serving as a positive role model within her community.\", \"evidence\": \"In July 2023, Caroline described mentoring a transgender teen and supporting them at pride events.\", \"trait\": \"Mentor and Role Model\"}, {\"basis\": \"Her engagement in learning piano, preparing for an art show, and valuing artistic self-expression indicate a creative personality.\", \"description\": \"Caroline values and uses creative outlets such as painting and piano to express herself and find joy and healing.\", \"evidence\": \"In July 2023, Caroline mentioned learning piano and preparing for an LGBTQ art show with her paintings.\", \"trait\": \"Creative and Expressive\"}, {\"basis\": \"She continues activism and advocacy despite negative experiences, such as encountering religious conservatives, and remains motivated to fight for equality.\", \"description\": \"Caroline demonstrates resilience in facing challenges related to her identity and advocacy, maintaining hope and determination to create positive change for LGBTQ rights despite encountering opposition.\", \"evidence\": \"In August 2023, Caroline described a negative experience on a hike with religious conservatives but emphasized the importance of support and her continued commitment to LGBTQ rights.\", \"trait\": \"Resilient Advocate\"}, {\"basis\": \"Her involvement in a mentorship program for LGBTQ youth and her support for a transgender teen demonstrate her mentoring role.\", \"description\": \"Caroline actively mentors LGBTQ youth, providing support and confidence-building, serving as a positive role model within her community.\", \"evidence\": \"In July 2023, Caroline described mentoring a transgender teen and supporting them at pride events.\", \"trait\": \"Mentor and Role Model\"}, {\"basis\": \"Her descriptions of art and music as ways to express feelings, work through transition, and find peace indicate a therapeutic use of creativity.\", \"description\": \"Caroline uses creative outlets such as painting and playing guitar as therapeutic tools to process emotions, explore identity, and promote self-acceptance.\", \"evidence\": \"In August 2023, Caroline shared that painting and guitar playing help her explore her identity and emotions, describing these activities as therapeutic.\", \"trait\": \"Therapeutic Creative\"}, {\"basis\": \"Her active volunteering at an LGBTQ+ youth center, mentoring young people, organizing talent shows, and sharing her personal story to empower youth reflect her mentoring role and leadership.\", \"description\": \"Caroline is committed to mentoring LGBTQ youth and supporting community members through volunteering and organizing events, demonstrating leadership and nurturing qualities.\", \"evidence\": \"In August and September 2023, Caroline described volunteering at an LGBTQ+ youth center, mentoring young people, organizing a talent show, and sharing her story to support youth.\", \"trait\": \"Community Mentor\"}, {\"basis\": \"She recounted a negative encounter with religious conservatives but emphasized the importance of support and her ongoing commitment to LGBTQ advocacy.\", \"description\": \"Caroline maintains resilience and optimism in the face of adversity, continuing her advocacy for LGBTQ rights despite negative experiences.\", \"evidence\": \"In August 2023, Caroline described a difficult experience on a hike but remained hopeful and committed to fighting for LGBTQ rights.\", \"trait\": \"Resilient Advocate\"}, {\"basis\": \"Her sharing of personal struggles and stories to help youth feel less alone and more supported shows strong empathy and mentoring skills.\", \"description\": \"Caroline demonstrates empathy and emotional support in her mentoring, drawing from her own experiences to connect deeply with LGBTQ youth and inspire them.\", \"evidence\": \"In August and September 2023, Caroline described mentoring LGBTQ youth by sharing her story and providing emotional support.\", \"trait\": \"Empathetic Mentor\"}, {\"basis\": \"Her engagement in abstract painting, guitar playing, and creating art inspired by her transgender experience indicates a therapeutic use of creativity.\", \"description\": \"Caroline uses art and music as therapeutic tools to process emotions, explore identity, and promote self-acceptance and empowerment.\", \"evidence\": \"In September 2023, Caroline described abstract painting and guitar playing as freeing and cathartic ways to express emotions and identity.\", \"trait\": \"Artistic Therapeutic\"}, {\"basis\": \"Her reflections on the importance of family during a stressful event and her motivation to create a loving family through adoption show a strong family-centered orientation.\", \"description\": \"Caroline places great importance on family bonds, cherishing the support and love from family as a core source of strength and motivation in her life.\", \"evidence\": \"In October 2023, Caroline emphasized the value of family support and love as essential to her resilience and motivation.\", \"trait\": \"Family-Centered\"}]", - "profile_timestamp_ms": 1697968920000, - "md_path": "users/melanie/user.md", - "content_sha256": "c521190d0301953730fee6309afbb6cb08e3329e973f2a20bf68f719503cbf8d" + "app_id": "default", + "project_id": "default", + "summary": "Caroline recently attended multiple LGBTQ support groups, pride parades, and several LGBTQ conferences, finding all these experiences very powerful, inspiring, and making her feel totally accepted and thankful for the community. She feels proud, grateful, and comforted by the community support, and is motivated to fight for trans rights and spread awareness. She also shared that being around people who embrace and back her up is beyond words and really inspired her. She emphasized the importance of community support and feeling not alone, highlighting that realizing she can be herself without fear and having the courage to transition is freeing and empowering. She also values the joy and comfort pets bring.", + "explicit_info_json": "[{\"category\": \"Social Engagement\", \"description\": \"Caroline recently attended multiple LGBTQ support groups, pride parades, and several LGBTQ conferences, finding all these experiences very powerful, inspiring, and making her feel totally accepted and thankful for the community. She feels proud, grateful, and comforted by the community support, and is motivated to fight for trans rights and spread awareness. She also shared that being around people who embrace and back her up is beyond words and really inspired her. She emphasized the importance of community support and feeling not alone, highlighting that realizing she can be herself without fear and having the courage to transition is freeing and empowering. She also values the joy and comfort pets bring.\", \"evidence\": \"Caroline mentioned going to an LGBTQ support group and feeling happy and thankful for the support.\"}, {\"category\": \"Career Interests\", \"description\": \"Caroline is interested in continuing her education and exploring career options in counseling or mental health, specifically focusing on supporting trans people and creating safe spaces. She is motivated by her own mental health struggles and the support she received. She is actively pursuing this path after attending multiple LGBTQ conferences that reinforced her commitment and expressed a strong desire to help others have someone to talk to. She emphasized the importance of people having someone to talk to and wants to help make that happen.\", \"evidence\": \"Caroline expressed excitement about continuing education and wanting to support others through counseling or mental health work.\"}, {\"category\": \"Emotional State\", \"description\": \"Caroline feels accepted, courageous, and inspired after attending LGBTQ support groups, pride parades, and conferences, which motivate her to embrace herself and advocate for trans rights. She feels proud, grateful, and comforted by the community support. She also finds strength and hope through reading inspirational books like 'Becoming Nicole', which taught her self-acceptance, finding support, and maintaining hope through tough times. She highlighted that tough times don't last and hope and love exist. She also values the joy and comfort pets bring.\", \"evidence\": \"Caroline said the support group made her feel accepted and gave her courage to embrace herself.\"}, {\"category\": \"Family Planning\", \"description\": \"Caroline is actively researching adoption agencies that support LGBTQ+ individuals and is planning to adopt children to create a loving family; she is also preparing a children's book library for her future kids. She attended a council meeting for adoption that strengthened her determination and expressed excitement and hope about becoming a single parent through adoption.\", \"evidence\": \"In May 2023, Caroline mentioned researching adoption agencies that help LGBTQ+ folks and expressed excitement and hope about becoming a single parent through adoption.\"}, {\"category\": \"Community Engagement\", \"description\": \"Caroline gave a talk at a school event about her transgender journey and encouraged students to engage with the LGBTQ community, promoting awareness and inclusion. She also actively participates in pride parades and LGBTQ conferences, using her voice to inspire and educate others about LGBTQ+ issues. She described feeling accepted and happy at pride parades and emphasized the importance of community support.\", \"evidence\": \"In June 2023, Caroline shared about her school event where she spoke about her transgender journey and inspired others to be allies.\"}, {\"category\": \"Personal Interests and Hobbies\", \"description\": \"Caroline enjoys creative activities such as learning piano and values sentimental objects like a necklace from her grandmother and a hand-painted bowl from a friend, which symbolize love, faith, strength, and self-expression. She also appreciates the joy and comfort pets bring.\", \"evidence\": \"In June and July 2023, Caroline mentioned learning piano and described her treasured necklace and hand-painted bowl with sentimental value.\"}]", + "implicit_traits_json": "[{\"basis\": \"Her interest in counseling and mental health careers combined with her positive response to the support group and multiple LGBTQ conferences, and her expressed motivation to help others have someone to talk to.\", \"description\": \"Caroline shows a strong desire to help others and values emotional support and acceptance, motivated by her own mental health journey and the support she received.\", \"evidence\": \"In July 2023, Caroline mentioned attending LGBTQ conferences and wanting to pursue counseling and mental health jobs to help others.\", \"trait\": \"Empathetic and Supportive\"}, {\"basis\": \"Her participation in LGBTQ support groups, pride parades, multiple conferences, and public speaking about her transgender journey, and her expression of pride and courage in her transition.\", \"description\": \"Caroline is open about her identity and experiences, demonstrates courage in embracing herself, and actively uses her voice to inspire and educate others about LGBTQ+ issues.\", \"evidence\": \"In July 2023, Caroline described feeling accepted and inspired at pride parades and LGBTQ conferences, and expressed pride and courage in her transition.\", \"trait\": \"Open and Courageous\"}, {\"basis\": \"Her excitement about continuing education and exploring career options in mental health counseling.\", \"description\": \"Caroline actively seeks personal growth and plans for her future through education and career exploration, driven by her desire to support others.\", \"evidence\": \"In July 2023, Caroline expressed excitement about career possibilities and continuing education.\", \"trait\": \"Proactive and Future-Oriented\"}, {\"basis\": \"Her expressed goal to adopt children as a single parent and provide them a safe, loving home, reinforced by attending adoption council meetings.\", \"description\": \"Caroline shows a strong desire to create a loving and supportive family environment through adoption and values stability and care for children.\", \"evidence\": \"In July 2023, Caroline attended a council meeting for adoption and expressed determination to adopt children.\", \"trait\": \"Family-Oriented and Nurturing\"}, {\"basis\": \"Her gratitude for support from friends and mentors after difficult experiences and her positive outlook on building a family and community.\", \"description\": \"Caroline demonstrates resilience by overcoming personal challenges such as a tough breakup and transition, maintaining hope and optimism for the future.\", \"evidence\": \"In July 2023, Caroline reflected on her journey since transitioning and expressed hope and optimism about her future family and community impact.\", \"trait\": \"Resilient and Hopeful\"}, {\"basis\": \"Her attachment to a necklace from her grandmother and a hand-painted bowl from a friend, and her reflections on family and community support.\", \"description\": \"Caroline values meaningful objects and memories that connect her to her roots, loved ones, and personal growth.\", \"evidence\": \"In June 2023, Caroline described the special meaning of her necklace and bowl, linking them to love, faith, strength, and self-expression.\", \"trait\": \"Sentimental and Reflective\"}, {\"basis\": \"Her attendance at pride parades, LGBTQ conferences, and public speaking engagements, combined with her desire to promote trans rights and mental health support.\", \"description\": \"Caroline actively participates in LGBTQ events and advocacy, motivated to use her experiences to support and inspire others in the community.\", \"evidence\": \"In July 2023, Caroline attended pride parades and conferences, expressing motivation to help others and fight for trans rights.\", \"trait\": \"Community-Oriented Advocate\"}, {\"basis\": \"Her love of reading and the impact of the book 'Becoming Nicole' on her self-acceptance and hope.\", \"description\": \"Caroline values books as guides and sources of motivation, using literature to discover herself and maintain hope.\", \"evidence\": \"In July 2023, Caroline mentioned how books guide and motivate her, specifically citing 'Becoming Nicole' as inspiring.\", \"trait\": \"Literary and Reflective\"}, {\"basis\": \"Her attendance at pride parades, LGBTQ conferences, and public speaking engagements, combined with her desire to promote trans rights and mental health support.\", \"description\": \"Caroline actively participates in LGBTQ events and advocacy, motivated to use her experiences to support and inspire others in the community.\", \"evidence\": \"In July 2023, Caroline attended pride parades and conferences, expressing motivation to help others and fight for trans rights.\", \"trait\": \"Community-Oriented Advocate\"}, {\"basis\": \"Her repeated emphasis on feeling accepted and supported at LGBTQ events and conferences, and her appreciation of community backing.\", \"description\": \"Caroline actively seeks emotional support and values being part of a community that accepts and uplifts her, which strengthens her resilience and motivation.\", \"evidence\": \"In July 2023, Caroline described feeling totally accepted and thankful for the LGBTQ community at a conference and pride parade.\", \"trait\": \"Support-Seeking and Community-Oriented\"}, {\"basis\": \"Her attendance at pride parades, LGBTQ conferences, and public speaking engagements, combined with her desire to promote trans rights and mental health support.\", \"description\": \"Caroline actively participates in LGBTQ events and advocacy, motivated to use her experiences to support and inspire others in the community.\", \"evidence\": \"In July 2023, Caroline attended pride parades and conferences, expressing motivation to help others and fight for trans rights.\", \"trait\": \"Community-Oriented Advocate\"}, {\"basis\": \"Her repeated emphasis on feeling accepted and supported at LGBTQ events and conferences, and her appreciation of community backing.\", \"description\": \"Caroline actively seeks emotional support and values being part of a community that accepts and uplifts her, which strengthens her resilience and motivation.\", \"evidence\": \"In July 2023, Caroline described feeling totally accepted and thankful for the LGBTQ community at a conference and pride parade.\", \"trait\": \"Support-Seeking and Community-Oriented\"}, {\"basis\": \"She mentioned that pets bring joy and comfort, highlighting their importance in her life.\", \"description\": \"Caroline appreciates the joy and comfort that pets bring, recognizing their positive impact on emotional well-being.\", \"evidence\": \"In July 2023, Caroline said 'Pets bring so much joy' during a conversation about resilience and hope.\", \"trait\": \"Animal Lover\"}]", + "profile_timestamp_ms": 1689430200000, + "md_path": "default_app/default_project/users/caroline/user.md", + "content_sha256": "7975228daa4ee95137480a75336918642d30846461030fe7e6dc93c17153de4c" } -] +] \ No newline at end of file