Initial commit

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
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+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
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Dockerfile

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+FROM python:3.10.11
+
+RUN apt-get update && apt-get install -y supervisor && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+RUN useradd -m -u 1000 user
+USER user
+ENV PATH="/home/user/.local/bin:$PATH"
+
+COPY --chown=user ./requirements.txt requirements.txt
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+COPY --chown=user . /app
+
+CMD ["supervisord", "-c", "/app/supervisord.conf"]

README.md

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+---
+title: Mind Reframe
+emoji: 🦀
+colorFrom: indigo
+colorTo: purple
+sdk: docker
+pinned: false
+license: apache-2.0
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Web/backend/dataset_feedback.jsonl

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+{"session_id": "06df2526-3b92-433f-bc81-fa147d4959ab", "timestamp": "2026-01-22T03:28:36.626Z", "input": {"situation": "My wife didn't look up from her phone or answer me when I came to talk to her.", "thought": "Am I not worth her time?"}, "output": {"therapy_type": "ACT", "reframe": "I’m having the thought that I’m not worth her time. I can accept this feeling and choose to connect with her when she’s ready."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 4, "learning": 3}}
+{"session_id": "5f601d8b-cdd3-4bd5-a933-a37fbeac5d9b", "timestamp": "2026-01-22T05:03:31.166Z", "input": {"situation": "My wife didn't look up from her phone or answer me when I came to talk to her.", "thought": "Am I not worth her time?"}, "output": {"therapy_type": "ACT", "reframe": "I’m having the thought that I’m not worth her time. I can accept this feeling and choose to connect with her when she’s ready."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 4, "learning": 4}}
+{"session_id": "f6ee1997-0394-40d1-b4f6-6014e5da4224", "timestamp": "2026-01-22T14:10:09.768Z", "input": {"situation": "My wife didn't look up from her phone or answer me when I came to talk to her.", "thought": "Am I not worth her time?"}, "output": {"therapy_type": "CBT", "reframe": "She might be preoccupied with something on her phone; it doesn't mean I'm not important to her."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 4, "learning": 4}}
+{"session_id": "efaa369d-f0ff-4da9-a047-b5cba0f11fc6", "timestamp": "2026-01-22T14:29:18.149Z", "input": {"situation": "tôi bị điểm thấp hơn so với năng lực", "thought": "không được chú ý, trọng dụng \n"}, "output": {"therapy_type": "ACT", "reframe": "I'm noticing the thought that I'm not valued, and I can accept this feeling while focusing on my growth and what truly matters to me."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 4, "learning": 3}}
+{"session_id": "c7527b9b-e6b9-4242-97de-521c2d239a18", "timestamp": "2026-01-26T08:58:36.761Z", "input": {"situation": "I called an old friend, but she wasn't home and didn't return my call.\n", "thought": "Maybe she doesn't want to talk to me anymore.\n"}, "output": {"therapy_type": "CBT", "reframe": "She might just be busy or away; it doesn't mean she doesn't want to talk to me."}, "ratings": {"belief": 3, "helpfulness": 3, "recall": 4, "learning": 3}}
+{"session_id": "c7527b9b-e6b9-4242-97de-521c2d239a18", "timestamp": "2026-01-26T08:59:51.077Z", "input": {"situation": "I am walking down the street in a new red jeans and a stranger looked at the jeans\n", "thought": "I should have never worn these jeans and stick to blue ones\n"}, "output": {"therapy_type": "REBT", "reframe": "Wearing these jeans is my choice, and it's okay if others have different opinions. I can feel good about my style regardless of their reactions."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 3, "learning": 4}}
+{"session_id": "c7527b9b-e6b9-4242-97de-521c2d239a18", "timestamp": "2026-01-26T09:01:57.083Z", "input": {"situation": "Having problems coming up with words to write essay.\n", "thought": "I will get a bad grade.\n"}, "output": {"therapy_type": "REBT", "reframe": "I can do my best on this essay, and a single grade doesn't define my worth or abilities."}, "ratings": {"belief": 3, "helpfulness": 3, "recall": 3, "learning": 3}}
+{"session_id": "2503ab8d-ce18-4a02-843d-cae122866ff2", "timestamp": "2026-01-27T00:56:54.243Z", "input": {"situation": "I sent an email to my boss in the morning and haven't received a reply by 5 PM.", "thought": "He must be angry with me; I'm probably going to get fired."}, "output": {"therapy_type": "Schema Therapy", "reframe": "My boss may be busy or dealing with other priorities; I’ll follow up tomorrow if I don’t hear back."}, "ratings": {"belief": 3, "helpfulness": 3, "recall": 4, "learning": 3}}
+{"session_id": "2503ab8d-ce18-4a02-843d-cae122866ff2", "timestamp": "2026-01-27T01:00:12.590Z", "input": {"situation": "I made a small typo in a presentation slide during the team meeting.", "thought": "I am so incompetent. Everyone noticed and thinks I’m an idiot."}, "output": {"therapy_type": "CFT", "reframe": "I made a small mistake, and that's okay. Everyone makes errors, and I can learn and grow from this experience."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 4, "learning": 3}}
+{"session_id": "2503ab8d-ce18-4a02-843d-cae122866ff2", "timestamp": "2026-01-27T01:03:31.027Z", "input": {"situation": "My colleague got the promotion that I also applied for.", "thought": "I’ll never be successful. I’m always going to be stuck at the bottom."}, "output": {"therapy_type": "MI", "reframe": "I can learn from this experience and find new opportunities to grow. I have strengths that can lead me to success."}, "ratings": {"belief": 3, "helpfulness": 3, "recall": 4, "learning": 4}}
+{"session_id": "2503ab8d-ce18-4a02-843d-cae122866ff2", "timestamp": "2026-01-27T01:32:01.576Z", "input": {"situation": "I finished my project two days early, but I feel like I could have done more.", "thought": "It doesn't count because it wasn't perfect. I’m a fraud."}, "output": {"therapy_type": "MBCT", "reframe": "I acknowledge my feelings of inadequacy, but I recognize that completing my project early is an achievement, and I am doing my best."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 3, "learning": 4}}
+{"session_id": "2503ab8d-ce18-4a02-843d-cae122866ff2", "timestamp": "2026-01-27T02:17:43.127Z", "input": {"situation": "My manager gave me constructive feedback on how to improve my report.", "thought": "She thinks my work is terrible. I can’t do anything right."}, "output": {"therapy_type": "CBT", "reframe": "My manager's feedback is meant to help me improve, not to criticize my worth. I can learn and grow from this experience."}, "ratings": {"belief": 3, "helpfulness": 3, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:15:34.527Z", "input": {"situation": "My manager gave me constructive feedback on how to improve my report.", "thought": "She thinks my work is terrible. I can’t do anything right."}, "output": {"therapy_type": "MBCT", "reframe": "I appreciate my manager's feedback as a chance to grow. It's okay to make mistakes; they don't define my worth or abilities."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 2, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:16:16.437Z", "input": {"situation": "A client cancelled our meeting at the last minute.", "thought": "They must hate working with me. I drove them away."}, "output": {"therapy_type": "CBT", "reframe": "They may have had a valid reason to cancel, and it doesn't reflect their feelings about me or our work together."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 3, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:17:04.356Z", "input": {"situation": "I struggled to solve a bug in the code for a few hours.", "thought": "I’m not cut out for this job. A real engineer would have fixed it instantly."}, "output": {"therapy_type": "Narrative Therapy", "reframe": "I am a dedicated problem-solver who takes the time to understand challenges, and that persistence is a strength that will help me grow as an engineer."}, "ratings": {"belief": 2, "helpfulness": 3, "recall": 4, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:18:08.382Z", "input": {"situation": "I received praise for my part of the group project.", "thought": "They are just being nice. I didn't actually do anything special."}, "output": {"therapy_type": "Schema Therapy", "reframe": "Your contributions were valuable, and it's okay to accept praise. You deserve recognition for your hard work and effort."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 4, "learning": 2}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:18:52.522Z", "input": {"situation": "I have a lot of tasks to finish by the end of the week.", "thought": "There is no way I can handle this. I am going to fail completely."}, "output": {"therapy_type": "REBT", "reframe": "I can manage my tasks by prioritizing and taking them one step at a time, and it's okay if I don't complete everything perfectly."}, "ratings": {"belief": 3, "helpfulness": 4, "recall": 2, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:19:43.466Z", "input": {"situation": "I voiced an opinion in a meeting and no one commented on it immediately.", "thought": "I should have kept my mouth shut. My ideas are stupid."}, "output": {"therapy_type": "DBT", "reframe": "I feel disappointed that my idea went unnoticed, but I can share it again later or seek feedback. My thoughts are valid, and I can improve my communication."}, "ratings": {"belief": 2, "helpfulness": 3, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:21:36.579Z", "input": {"situation": "A friend read my message but didn't reply for a few hours.", "thought": "They are ignoring me. I must have annoyed them."}, "output": {"therapy_type": "CBT", "reframe": "They might be busy or distracted; it doesn't mean I've annoyed them. I'll give them time to respond."}, "ratings": {"belief": 3, "helpfulness": 4, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:22:31.988Z", "input": {"situation": "I wasn't invited to a coworker's weekend gathering.", "thought": "Nobody likes me. I am an outcast."}, "output": {"therapy_type": "CBT", "reframe": "Not being invited doesn't mean I'm unlikable; there could be many reasons for it that have nothing to do with me."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 3, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:23:52.004Z", "input": {"situation": "My partner seems quiet and tired after coming home from work.", "thought": "They are losing interest in me. Our relationship is falling apart."}, "output": {"therapy_type": "SFBT", "reframe": "My partner may be tired from work, and I can support them while also nurturing our connection."}, "ratings": {"belief": 2, "helpfulness": 3, "recall": 3, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:24:41.663Z", "input": {"situation": "I waved at an acquaintance on the street, but they didn't wave back.", "thought": "They pretended not to see me because they think I'm weird."}, "output": {"therapy_type": "CBT", "reframe": "They might not have seen me or were distracted; it doesn't mean they think I'm weird."}, "ratings": {"belief": 2, "helpfulness": 4, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:25:34.717Z", "input": {"situation": "I stumbled over my words while telling a joke at a party.", "thought": "I ruined the mood. Everyone thinks I'm awkward and boring."}, "output": {"therapy_type": "DBT", "reframe": "I felt embarrassed when I stumbled, but that doesn’t define me. I can learn from this and share more jokes in the future."}, "ratings": {"belief": 3, "helpfulness": 3, "recall": 3, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:27:03.965Z", "input": {"situation": "My friend had to cancel our dinner plans due to a headache.", "thought": "That’s just an excuse. They just don’t want to spend time with me."}, "output": {"therapy_type": "Narrative Therapy", "reframe": "I recognize that my friend's headache is a real issue, and it doesn't define our friendship or their desire to spend time with me."}, "ratings": {"belief": 2, "helpfulness": 2, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:27:54.138Z", "input": {"situation": "I gained a little weight over the holidays.", "thought": "I am disgusting. No one will ever find me attractive again."}, "output": {"therapy_type": "REBT", "reframe": "I can accept my body as it is now and focus on healthy choices without tying my worth to my appearance."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 3, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:30:01.157Z", "input": {"situation": "I asked someone on a date and they politely declined.", "thought": "I am unlovable. I will be alone forever."}, "output": {"therapy_type": "MBCT", "reframe": "I acknowledge this feeling of unlovability, but it’s just a thought, not my truth. I am worthy of love and connection, even in this moment."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:30:40.738Z", "input": {"situation": "People were laughing at a nearby table in the restaurant.", "thought": "They are definitely laughing at me and my outfit."}, "output": {"therapy_type": "CBT", "reframe": "They might be laughing about something unrelated; I can't know their thoughts, and I feel good in my outfit."}, "ratings": {"belief": 3, "helpfulness": 4, "recall": 3, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:31:37.239Z", "input": {"situation": "My parents asked why I haven't visited lately.", "thought": "I am a terrible son/daughter. I always let everyone down."}, "output": {"therapy_type": "CBT", "reframe": "I care about my family, and while I haven't visited lately, it doesn't mean I'm a bad son/daughter. I can make time for them soon."}, "ratings": {"belief": 3, "helpfulness": 4, "recall": 4, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:32:33.113Z", "input": {"situation": "I got a B+ on an exam I studied hard for.", "thought": "If I don’t get an A, I am a total failure."}, "output": {"therapy_type": "CBT", "reframe": "Getting a B+ shows my hard work paid off, and I can still learn and improve for next time."}, "ratings": {"belief": 2, "helpfulness": 3, "recall": 3, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:33:21.554Z", "input": {"situation": "I didn't understand the lecture material as quickly as my classmate.", "thought": "I am stupid. Everyone else is smarter than me."}, "output": {"therapy_type": "MBCT", "reframe": "I notice this thought of being stupid, but I am learning at my own pace, and that is okay."}, "ratings": {"belief": 3, "helpfulness": 2, "recall": 2, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:34:05.671Z", "input": {"situation": "The professor marked a few corrections on my essay.", "thought": "This proves I can't write. I shouldn't even be in this university."}, "output": {"therapy_type": "DBT", "reframe": "I feel discouraged by the corrections, but this feedback helps me grow as a writer. I can improve and succeed in this university."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 4, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:34:43.986Z", "input": {"situation": "I have a deadline for a thesis coming up in two months.", "thought": "It’s going to be a disaster. I won’t finish in time."}, "output": {"therapy_type": "SFBT", "reframe": "I have two months to focus on my thesis, and I can take small steps each week to make steady progress."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 3, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:35:30.119Z", "input": {"situation": "I asked a question in class and the teacher asked me to clarify.", "thought": "That was a dumb question. The whole class is judging me."}, "output": {"therapy_type": "REBT", "reframe": "Asking questions is a part of learning; it's okay to seek clarification, and not everyone is judging me."}, "ratings": {"belief": 3, "helpfulness": 3, "recall": 2, "learning": 2}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:39:31.721Z", "input": {"situation": "I missed one day of studying due to illness.", "thought": "My entire study schedule is ruined. I'm going to fail the course."}, "output": {"therapy_type": "CBT", "reframe": "Missing one day of studying is not the end; I can adjust my schedule and still succeed in the course."}, "ratings": {"belief": 3, "helpfulness": 4, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:40:14.523Z", "input": {"situation": "My peer review feedback was mostly positive but had one suggestion.", "thought": "They only put the positive stuff to be polite. The suggestion is the truth: my work sucks."}, "output": {"therapy_type": "REBT", "reframe": "The feedback is mostly positive, and the suggestion is an opportunity for growth; my work has strengths and areas to improve."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 3, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:41:05.754Z", "input": {"situation": "I feel nervous about the upcoming presentation.", "thought": "My anxiety shows I am weak and incapable."}, "output": {"therapy_type": "Schema Therapy", "reframe": "Feeling anxious is a normal response to challenges; it doesn't define my worth or abilities."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 4, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:41:49.471Z", "input": {"situation": "I saw my classmates discussing a topic I haven't started reviewing yet.", "thought": "I am so far behind. There is no point in even trying now."}, "output": {"therapy_type": "CFT", "reframe": "It's okay to feel behind; I can start now and take small steps. I am capable of learning at my own pace."}, "ratings": {"belief": 3, "helpfulness": 3, "recall": 3, "learning": 2}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:42:31.325Z", "input": {"situation": "I got rejected from one internship program.", "thought": "No company will ever hire me. My career is over before it started."}, "output": {"therapy_type": "MI", "reframe": "I can learn from this experience and keep trying; my journey is just beginning, and I have strengths to build on."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 4, "learning": 2}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:43:25.958Z", "input": {"situation": "The bus arrived late, making me late for an appointment.", "thought": "Why do bad things always happen to me? The universe is against me."}, "output": {"therapy_type": "CBT", "reframe": "Sometimes things go wrong, but it doesn't mean the universe is against me. I can adapt and find solutions."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 4, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:44:10.470Z", "input": {"situation": "I burned the dinner I was cooking.", "thought": "I can’t do anything right. I’m useless."}, "output": {"therapy_type": "REBT", "reframe": "I can make mistakes, and that doesn’t define my worth or abilities. I can learn and improve from this experience."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 3, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:44:52.027Z", "input": {"situation": "I dropped a glass and it shattered.", "thought": "I am such a clumsy idiot. I ruin everything I touch."}, "output": {"therapy_type": "DBT", "reframe": "I feel frustrated and clumsy right now, but accidents happen. I can learn from this and be more careful next time."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:45:30.498Z", "input": {"situation": "I woke up feeling a bit tired today.", "thought": "This day is going to be terrible. Nothing will go right."}, "output": {"therapy_type": "CBT", "reframe": "I may feel tired now, but I can still take small steps to make today better and see how it unfolds."}, "ratings": {"belief": 3, "helpfulness": 4, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:46:16.439Z", "input": {"situation": "My car wouldn't start this morning.", "thought": "This is a catastrophe. Now my whole week is destroyed."}, "output": {"therapy_type": "Schema Therapy", "reframe": "This is inconvenient, but I can find solutions and adjust my plans. It's not the end of the week."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 3, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:47:02.940Z", "input": {"situation": "I tried a new hobby and wasn't good at it immediately.", "thought": "If I'm not good at it right away, I shouldn't bother. I have no talent."}, "output": {"therapy_type": "REBT", "reframe": "It's okay not to be good at something right away; I can improve with practice and enjoy the process of learning."}, "ratings": {"belief": 3, "helpfulness": 3, "recall": 3, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:47:46.582Z", "input": {"situation": "I realized I forgot to pay a utility bill on time.", "thought": "I am so irresponsible. I can't manage my own life."}, "output": {"therapy_type": "REBT", "reframe": "I made a mistake by forgetting the bill, but that doesn't define my ability to manage my life. I can learn from this."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:48:26.536Z", "input": {"situation": "It started raining when I didn't bring an umbrella.", "thought": "Just my luck. Everything always goes wrong for me."}, "output": {"therapy_type": "CBT", "reframe": "Sometimes things don't go as planned, but this is just a minor inconvenience, not a reflection of my overall luck."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 4, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:57:34.922Z", "input": {"situation": "I have a mild headache.", "thought": "What if it's a brain tumor? Something is seriously wrong with me."}, "output": {"therapy_type": "CBT", "reframe": "I have a mild headache, but it’s more likely due to stress or dehydration than something serious. I’ll take care of myself and monitor how I feel."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 3, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:58:17.883Z", "input": {"situation": "I felt awkward during a brief elevator ride with a neighbor.", "thought": "They must think I'm a social weirdo."}, "output": {"therapy_type": "CBT", "reframe": "It's normal to feel awkward sometimes; they probably didn't think much of it, just like I often don't in similar situations."}, "ratings": {"belief": 4, "helpfulness": 3, "recall": 4, "learning": 4}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:58:54.699Z", "input": {"situation": "I successfully fixed a difficult problem, but it took longer than expected.", "thought": "It shouldn't have taken that long. I'm slow and inefficient."}, "output": {"therapy_type": "CBT", "reframe": "It took longer than expected, but I successfully solved a difficult problem, which shows my persistence and problem-solving skills."}, "ratings": {"belief": 3, "helpfulness": 3, "recall": 3, "learning": 3}}
+{"session_id": "7ea9d141-d906-4b4f-873b-ad587d578138", "timestamp": "2026-01-27T14:59:29.565Z", "input": {"situation": "My partner bought me a gift, but it wasn't what I wanted.", "thought": "They don't know me at all. We are completely incompatible."}, "output": {"therapy_type": "REBT", "reframe": "My partner cares about me, and while this gift isn't what I wanted, it doesn't mean we're incompatible."}, "ratings": {"belief": 4, "helpfulness": 4, "recall": 4, "learning": 4}}

Web/backend/main.py

@@ -0,0 +1,714 @@
+# File: main.py
+from fastapi import FastAPI
+from fastapi.middleware.cors import CORSMiddleware
+from pydantic import BaseModel
+import uuid
+from fastapi.staticfiles import StaticFiles
+from fastapi.responses import FileResponse
+import os
+import httpx
+from fastapi import HTTPException
+from typing import Dict, Optional, Any
+from datetime import datetime, timedelta
+import json
+
+import asyncio
+
+app = FastAPI()
+
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+class SessionInit(BaseModel):
+    pass
+
+class SessionData(BaseModel):
+    session_id: str
+    situation: str
+    thought: str
+    distortions: Optional[list] = None
+    analysis: Optional[dict] = None
+    candidates: Optional[list] = None
+    selected_reframe: Optional[dict] = None
+    created_at: datetime
+    updated_at: datetime
+
+def clean_expired_sessions():
+    """Remove sessions older than SESSION_EXPIRY_MINUTES"""
+    now = datetime.now()
+    expired = [
+        sid for sid, data in sessions_store.items()
+        if (now - data['updated_at']).seconds > SESSION_EXPIRY_MINUTES * 60
+    ]
+    for sid in expired:
+        del sessions_store[sid]
+
+def get_session(session_id: str) -> Optional[dict]:
+    """Get session data by ID"""
+    clean_expired_sessions()
+    return sessions_store.get(session_id)
+
+def update_session(session_id: str, data: dict):
+    """Update session data"""
+    if session_id in sessions_store:
+        sessions_store[session_id].update(data)
+        sessions_store[session_id]['updated_at'] = datetime.now()
+    else:
+        raise HTTPException(status_code=404, detail="Session not found")
+
+class DetectionRequest(BaseModel):
+    session_id: str
+    situation: str
+    thought: str
+
+class AnalyzeRequest(BaseModel):
+    session_id: str
+    situation: str
+    thought: str
+    distortions: list
+
+class ReframeRequest(BaseModel):
+    session_id: str
+    situation: str
+    thought: str
+    recommended_therapies: list
+
+class FeedbackRequest(BaseModel):
+    session_id: str
+    situation: str
+    thought: str
+    current_reframe: str
+
+class ImproveRequest(BaseModel):
+    session_id: str
+    situation: str
+    thought: str
+    current_reframe: str
+    history_response: list
+    feedback: str
+
+API_base = 'http://localhost:1812/api/v1/'
+
+sessions_store: Dict[str, dict] = {}
+
+SESSION_EXPIRY_MINUTES = 60
+
+class FeedbackData(BaseModel):
+    session_id: str
+    timestamp: str
+    input: dict
+    output: dict
+    ratings: dict
+
+@app.post("/api/feedback")
+async def save_feedback(data: FeedbackData):
+    try:
+        # Chuyển đổi sang dict
+        record = data.dict()
+        
+        # Ghi vào file dataset_feedback.jsonl
+        # Mode 'a' (append) để ghi nối tiếp, không ghi đè
+        with open("dataset_feedback.jsonl", "a", encoding="utf-8") as f:
+            # Ghi mỗi feedback trên 1 dòng (JSONL format)
+            f.write(json.dumps(record, ensure_ascii=False) + "\n")
+            
+        return {"status": "success", "message": "Feedback saved"}
+    except Exception as e:
+        print(f"Error saving file: {e}")
+        raise HTTPException(status_code=500, detail="Internal Server Error")
+
+@app.post("/api/session/init")
+async def init_session():
+    """Initialize a new session"""
+    session_id = str(uuid.uuid4())
+    sessions_store[session_id] = {
+        'session_id': session_id,
+        'situation': None,
+        'thought': None,
+        'distortions': None,
+        'analysis': None,
+        'candidates': None,
+        'selected_reframe': None,
+        'created_at': datetime.now(),
+        'updated_at': datetime.now()
+    }
+    return {"session_id": session_id}
+
+def _check_has_distortion(text: str) -> bool:
+    """Kiểm tra xem có distortion hay không"""
+    if not text or len(text.strip()) < 10:
+        return False
+    
+    # if '[' in text and ']' in text:
+    #     return True
+    
+    positive_indicators = [
+        "all-or-nothing", "mind reading", "catastrophizing",
+        "overgeneralization", "mental filter", "labeling",
+        "emotional reasoning", "should statements",
+        "jumping to conclusions", "fortune telling",
+        "personalization", "disqualifying"
+    ]
+    
+    text_lower = text.lower()
+    if any(indicator in text_lower for indicator in positive_indicators):
+        return True
+    
+    negative_indicators = [
+        "không có distortion", 
+        "không phát hiện distortion",
+        "no distortion",
+        "không tìm thấy distortion"
+    ]
+    
+    return not any(indicator in text_lower for indicator in negative_indicators)
+
+
+def _extract_distortion_types(text: str) -> list:
+    """
+    Extract các loại distortion từ response
+    Hỗ trợ format: [Type1, Type2, Type3] hoặc text tự do
+    """
+    import re
+    
+    bracket_match = re.search(r'\[(.*?)\]', text)
+    if bracket_match:
+        content = bracket_match.group(1)
+        distortions = [d.strip() for d in content.split(',')]
+        normalized = []
+        for d in distortions:
+            d_normalized = d.strip().title()
+            if 'all-or-nothing' in d.lower():
+                d_normalized = 'All-or-Nothing Thinking'
+            elif 'mind reading' in d.lower():
+                d_normalized = 'Mind Reading'
+            elif 'catastrophizing' in d.lower():
+                d_normalized = 'Catastrophizing'
+            elif 'overgeneralization' in d.lower():
+                d_normalized = 'Overgeneralization'
+            elif 'mental filter' in d.lower():
+                d_normalized = 'Mental Filter'
+            elif 'jumping to conclusions' in d.lower():
+                d_normalized = 'Jumping to Conclusions'
+            elif 'fortune telling' in d.lower():
+                d_normalized = 'Fortune Telling'
+            elif 'emotional reasoning' in d.lower():
+                d_normalized = 'Emotional Reasoning'
+            elif 'should statements' in d.lower():
+                d_normalized = 'Should Statements'
+            elif 'labeling' in d.lower():
+                d_normalized = 'Labeling'
+            elif 'personalization' in d.lower():
+                d_normalized = 'Personalization'
+            elif 'disqualifying the positive' in d.lower():
+                d_normalized = 'Disqualifying the Positive'
+            elif 'magnification' in d.lower():
+                d_normalized = 'Magnification'
+            elif 'minimization' in d.lower():
+                d_normalized = 'Minimization'
+            elif 'blame' in d.lower():
+                d_normalized = 'Blame'
+            
+            normalized.append(d_normalized)
+        
+        return normalized if normalized else ["Unknown Distortion"]
+    
+    common_distortions = {
+        "all-or-nothing": "All-or-Nothing Thinking",
+        "overgeneralization": "Overgeneralization",
+        "mental filter": "Mental Filter",
+        "disqualifying the positive": "Disqualifying the Positive",
+        "jumping to conclusions": "Jumping to Conclusions",
+        "mind reading": "Mind Reading",
+        "fortune telling": "Fortune Telling",
+        "magnification": "Magnification",
+        "catastrophizing": "Catastrophizing",
+        "minimization": "Minimization",
+        "emotional reasoning": "Emotional Reasoning",
+        "should statements": "Should Statements",
+        "labeling": "Labeling",
+        "personalization": "Personalization",
+        "blame": "Blame"
+    }
+    
+    found_distortions = []
+    text_lower = text.lower()
+    
+    for key, distortion_name in common_distortions.items():
+        if key in text_lower:
+            found_distortions.append(distortion_name)
+    
+    seen = set()
+    unique_distortions = []
+    for d in found_distortions:
+        if d not in seen:
+            seen.add(d)
+            unique_distortions.append(d)
+    
+    return unique_distortions if unique_distortions else ["Unknown Distortion"]
+
+
+def _extract_explanation(text: str) -> str:
+    """
+    Extract phần giải thích từ response
+    Bỏ qua phần danh sách distortions trong []
+    """
+    import re
+    
+    text_cleaned = re.sub(r'^\s*\[.*?\]\s*', '', text).strip()
+    
+    if text_cleaned:
+        explanation = text_cleaned.strip()
+        
+        prefixes_to_remove = [
+            "explanation:",
+            "giải thích:",
+            "phân tích:"
+            # "the speaker"
+        ]
+        
+        explanation_lower = explanation.lower()
+        for prefix in prefixes_to_remove:
+            if explanation_lower.startswith(prefix):
+                explanation = explanation[len(prefix):].strip()
+                if explanation:
+                    explanation = explanation[0].upper() + explanation[1:]
+                break
+        
+        return explanation
+    
+    return text.strip()
+
+@app.post("/api/detect")
+async def detect_distortion(request: DetectionRequest):
+    try:
+        update_session(request.session_id, {
+            'situation': request.situation,
+            'thought': request.thought
+        })
+        
+        async with httpx.AsyncClient(timeout=30.0) as client:
+            dot_analysis = await client.post(
+                f"{API_base}prompts/templates/execute",
+                json={
+                    "provider": "groq",
+                    "template_name": "dot.analysis", 
+                    "model": "openai/gpt-oss-20b",
+                    "variables": {
+                        "situation": request.situation,
+                        "thought": request.thought
+                    }
+                },
+                headers={
+                    "accept": "application/json",
+                    "Content-Type": "application/json"
+                }
+            )
+
+            dot_analysis.raise_for_status()  
+            result_analysis = dot_analysis.json()  
+            analysis_response = result_analysis.get("result", "") or result_analysis.get("content", "")  # Fix: đổi result thành result_analysis
+
+            # Bước 2: Gọi dot.detection với kết quả từ dot.analysis
+            dot_detection = await client.post(
+                f"{API_base}prompts/templates/execute",
+                json={
+                    "provider": "groq",
+                    "template_name": "dot.detection", 
+                    "model": "openai/gpt-oss-20b",
+                    "variables": {
+                        "situation": request.situation,
+                        "thought": request.thought,
+                        "dot_analysis": analysis_response
+                    }
+                },
+                headers={
+                    "accept": "application/json",
+                    "Content-Type": "application/json"
+                }
+            )
+            
+            dot_detection.raise_for_status()
+            result_detection = dot_detection.json()  # Fix: đổi tên biến để rõ ràng
+            
+            ai_response = result_detection.get("result", "") or result_detection.get("content", "")  # Fix: dùng result_detection
+            
+            has_distortion = _check_has_distortion(ai_response)
+            distortion_types = _extract_distortion_types(ai_response)
+            explanation = _extract_explanation(ai_response)
+
+            update_session(request.session_id, {
+                'distortions': distortion_types if distortion_types else []
+            })
+            
+            return {
+                "session_id": request.session_id,
+                "has_distortion": has_distortion,
+                "distortion_types": distortion_types,
+                "explanation": explanation,
+                "raw_response": ai_response  
+            }
+            
+    except httpx.HTTPError as e:
+        raise HTTPException(
+            status_code=500,
+            detail=f"Lỗi khi gọi API phân tích: {str(e)}"
+        )
+    except Exception as e:
+        raise HTTPException(
+            status_code=500,
+            detail=f"Lỗi không xác định: {str(e)}"
+        )
+
+def _parse_json_response(text: str) -> dict:
+    """Parse JSON từ AI response, xử lý markdown và whitespace"""
+    import json
+    import re
+    
+    try:
+        # Clean text
+        text = text.strip()
+        
+        # Remove markdown code blocks
+        if text.startswith("```json"):
+            text = text[7:]
+        elif text.startswith("```"):
+            text = text[3:]
+        
+        if text.endswith("```"):
+            text = text[:-3]
+        
+        text = text.strip()
+        
+        # Parse JSON
+        return json.loads(text)
+        
+    except json.JSONDecodeError as e:
+        # Fallback: try to extract JSON from text
+        json_match = re.search(r'\{.*\}', text, re.DOTALL)
+        if json_match:
+            try:
+                return json.loads(json_match.group())
+            except:
+                pass
+        
+        raise ValueError(f"Không thể parse JSON response: {e}\nText: {text[:200]}")
+
+@app.post("/api/analyze")
+async def analyze_thought(request: AnalyzeRequest):
+    try:
+        async with httpx.AsyncClient(timeout=30.0) as client:
+            thera_rcm = await client.post(
+                f"{API_base}prompts/templates/execute",
+                json={
+                    "provider": "groq",
+                    "template_name": "dot.thera_rcm", 
+                    "model": "openai/gpt-oss-20b",
+                    "variables": {
+                        "situation": request.situation,
+                        "thought": request.thought, 
+                        "distortions_type": request.distortions
+                    }
+                },
+                headers={
+                    "accept": "application/json",
+                    "Content-Type": "application/json"
+                }
+            )
+            thera_rcm.raise_for_status()  
+            result = thera_rcm.json()
+            print(request.situation)
+            print(request.thought)
+            print(request.distortions)
+            
+            ai_text = result.get("result", "") or result.get("content", "")
+            parsed_result = _parse_json_response(ai_text)
+            
+            # Validate và add defaults nếu thiếu fields
+            if "emotional_impact" not in parsed_result:
+                parsed_result["emotional_impact"] = "Tác động cảm xúc đáng kể"
+            
+            if "underlying_beliefs" not in parsed_result or not parsed_result["underlying_beliefs"]:
+                parsed_result["underlying_beliefs"] = ["Niềm tin cốt lõi cần được khám phá thêm"]
+            
+            if "triggers" not in parsed_result or not parsed_result["triggers"]:
+                parsed_result["triggers"] = ["Các tình huống tương tự"]
+            
+            if "recommended_therapies" not in parsed_result or not parsed_result["recommended_therapies"]:
+                # Default therapies based on common distortions
+                parsed_result["recommended_therapies"] = ["CBT", "ACT"]
+            parsed_result["session_id"] = request.session_id
+            return parsed_result
+        
+    except json.JSONDecodeError as e:
+        # Fallback response nếu parse JSON thất bại
+        return {
+            "session_id": request.session_id,
+            "emotional_impact": "Lo âu và căng thẳng đáng kể do các suy nghĩ tiêu cực",
+            "underlying_beliefs": [
+                "Tôi cần được chấp nhận bởi người khác",
+                "Tôi phải tránh thất bại bằng mọi giá",
+                "Nếu có vấn đề xảy ra, đó là lỗi của tôi"
+            ],
+            "triggers": [
+                "Tình huống liên quan đến mối quan hệ",
+                "Áp lực và kỳ vọng",
+                "Sự không chắc chắn"
+            ],
+            "recommended_therapies": ["CBT", "ACT", "DBT"]
+        }
+    
+    except httpx.HTTPError as e:
+        raise HTTPException(
+            status_code=500,
+            detail=f"Lỗi khi gọi API phân tích: {str(e)}"
+        )
+    except Exception as e:
+        raise HTTPException(
+            status_code=500,
+            detail=f"Lỗi không xác định: {str(e)}"
+        )
+
+# @app.post("/api/reframe")
+# async def generate_reframe(request: ReframeRequest):
+#     reframe_candidates = []
+#     for therapy in request.recommended_therapies:
+#         async with httpx.AsyncClient(timeout=30.0) as client:
+#             response = await client.post(
+#                     f"{API_base}prompts/templates/execute",
+#                     json={
+#                         "provider": "groq",
+#                         "template_name": f"reframe.{therapy.lower()}", 
+#                         "model": "openai/gpt-oss-20b",
+#                         "variables": {
+#                             "situation": request.situation,
+#                             "thought": request.thought, 
+#                         }
+#                     },
+#                     headers={
+#                         "accept": "application/json",
+#                         "Content-Type": "application/json"
+#                     }
+#                 )
+#             response.raise_for_status()  
+#             result = response.json()
+            
+#             reframe = result.get("reframing response", "")
+#             # parsed_result = _parse_json_response(ai_text)
+#             reframe_candidates.append({
+#                 "therapy": f"{therapy}",
+#                 "reframe": f"{reframe}",
+#                 "rationale": "demo",
+#                 "evaluation": {"empathy": 5, "logic": 4, "helpfulness": 5}
+#             })
+#     return reframe_candidates
+
+@app.post("/api/reframe")
+async def generate_reframe(request: ReframeRequest):
+    async def fetch_reframe(therapy: str) -> Dict[str, Any]:
+        """Fetch reframe for a single therapy type"""
+        async with httpx.AsyncClient(timeout=30.0) as client:
+            response = await client.post(
+                f"{API_base}prompts/templates/execute",
+                json={
+                    "provider": "groq",
+                    "template_name": f"reframe.{therapy.lower()}", 
+                    "model": "openai/gpt-oss-20b",
+                    "variables": {
+                        "situation": request.situation,
+                        "thought": request.thought, 
+                    }
+                },
+                headers={
+                    "accept": "application/json",
+                    "Content-Type": "application/json"
+                }
+            )
+            response.raise_for_status()  
+            result = response.json()
+            
+            # Parse JSON string trong trường 'content'
+            import json
+            content_str = result.get("content", "{}")
+            content_json = json.loads(content_str)
+            
+            # Thử cả 2 key có thể có
+            reframe = content_json.get("reframing response") or content_json.get("reframing_response", "")
+            wtw = content_json.get("why_this_works") or content_json.get("why this works", "")
+
+            feedback = await client.post(
+                f"{API_base}prompts/templates/execute",
+                json={
+                    "provider": "groq",
+                    "template_name": f"dot.thera_supervisor", 
+                    "model": "openai/gpt-oss-20b",
+                    "variables": {
+                        "situation": request.situation,
+                        "thought": request.thought, 
+                        "reframe_response": reframe
+                    }
+                },
+                headers={
+                    "accept": "application/json",
+                    "Content-Type": "application/json"
+                }
+            )
+            feedback.raise_for_status()  
+            feedback = feedback.json()
+            print(feedback)
+            feedback_str = feedback.get("content", "{}")
+            feedback_json = json.loads(feedback_str)
+            return {
+                "therapy": therapy,
+                "reframe": reframe,
+                "rationale": wtw,
+                "evaluation": feedback_json
+            }
+    
+    reframe_candidates = await asyncio.gather(
+        *[fetch_reframe(therapy) for therapy in request.recommended_therapies],
+        return_exceptions=True
+    )
+    successful_results = [
+        result for result in reframe_candidates 
+        if not isinstance(result, Exception)
+    ]
+    return {
+        "session_id": request.session_id,
+        "candidates": successful_results
+    }
+
+@app.post("/api/instruction_feedback")
+async def generate_instruction_feedback(request: FeedbackRequest):
+    try:   
+        async with httpx.AsyncClient(timeout=30.0) as client:
+            ai_feedback = await client.post(
+                f"{API_base}prompts/templates/execute",
+                json={
+                    "provider": "groq",
+                    "template_name": "reframe.thera_supervisor_full", 
+                    "model": "openai/gpt-oss-20b",
+                    "variables": {
+                        "situation": request.situation,
+                        "thought": request.thought, 
+                        "reframe_response": request.current_reframe
+                    }
+                },
+                headers={
+                    "accept": "application/json",
+                    "Content-Type": "application/json"
+                }
+            )
+
+            ai_feedback.raise_for_status()  
+            ai_feedback = ai_feedback.json()  
+            ai_feedback = ai_feedback.get("result", "") or ai_feedback.get("content", "")
+
+            
+            return {
+                "session_id": request.session_id,
+                "ai_feedback": ai_feedback,
+            }
+            
+    except httpx.HTTPError as e:
+        raise HTTPException(
+            status_code=500,
+            detail=f"Lỗi khi gọi API phân tích: {str(e)}"
+        )
+    except Exception as e:
+        raise HTTPException(
+            status_code=500,
+            detail=f"Lỗi không xác định: {str(e)}"
+        )
+
+@app.post("/api/improve")
+async def generate_improve_reframe(request: ImproveRequest):
+    try:   
+        async with httpx.AsyncClient(timeout=30.0) as client:
+            response = await client.post(
+                f"{API_base}prompts/templates/execute",
+                json={
+                    "provider": "groq",
+                    "template_name": "reframe.cbtwfeedback", 
+                    "model": "openai/gpt-oss-20b",
+                    "variables": {
+                        "situation": request.situation,
+                        "thought": request.thought, 
+                        "history_response": request.history_response, 
+                        "old_response": request.current_reframe,
+                        "feedback": request.feedback
+                    }
+                },
+                headers={
+                    "accept": "application/json",
+                    "Content-Type": "application/json"
+                }
+            )
+
+            response.raise_for_status()  
+            result = response.json()
+            import json
+            content_str = result.get("content", "{}")
+            content_json = json.loads(content_str)
+        
+            reframe = content_json.get("reframing response") or content_json.get("reframing_response", "")
+
+            ai_feedback = await client.post(
+                f"{API_base}prompts/templates/execute",
+                json={
+                    "provider": "groq",
+                    "template_name": "reframe.thera_supervisor_full", 
+                    "model": "openai/gpt-oss-20b",
+                    "variables": {
+                        "situation": request.situation,
+                        "thought": request.thought, 
+                        "reframe_response": reframe
+                    }
+                },
+                headers={
+                    "accept": "application/json",
+                    "Content-Type": "application/json"
+                }
+            )
+
+            ai_feedback.raise_for_status()  
+            ai_feedback = ai_feedback.json()  
+            ai_feedback = ai_feedback.get("result", "") or ai_feedback.get("content", "")
+
+            
+            return {
+                "session_id": request.session_id,
+                "new_reframe": reframe,
+                "ai_feedback": ai_feedback
+            }
+            
+    except httpx.HTTPError as e:
+        raise HTTPException(
+            status_code=500,
+            detail=f"Lỗi khi gọi API phân tích: {str(e)}"
+        )
+    except Exception as e:
+        raise HTTPException(
+            status_code=500,
+            detail=f"Lỗi không xác định: {str(e)}"
+        )
+
+@app.post("/api/save")
+async def save_selection(data: dict):
+    print(f"User saved reframe: {data}")
+    return {"status": "success"}
+
+
+app.mount("/assets", StaticFiles(directory="../mind-reframe/dist/assets"), name="assets")
+
+@app.get("/{full_path:path}")
+async def serve_react_app(full_path: str):
+    if full_path.startswith("api/"):
+        return {"error": "Not Found"}
+    
+    return FileResponse("../mind-reframe/dist/index.html")

Web/mind-reframe/.gitignore

@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?

Web/mind-reframe/README.md

@@ -0,0 +1,73 @@
+# React + TypeScript + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
+
+## React Compiler
+
+The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
+
+```js
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+
+      // Remove tseslint.configs.recommended and replace with this
+      tseslint.configs.recommendedTypeChecked,
+      // Alternatively, use this for stricter rules
+      tseslint.configs.strictTypeChecked,
+      // Optionally, add this for stylistic rules
+      tseslint.configs.stylisticTypeChecked,
+
+      // Other configs...
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
+
+You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
+
+```js
+// eslint.config.js
+import reactX from 'eslint-plugin-react-x'
+import reactDom from 'eslint-plugin-react-dom'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+      // Enable lint rules for React
+      reactX.configs['recommended-typescript'],
+      // Enable lint rules for React DOM
+      reactDom.configs.recommended,
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```

Web/mind-reframe/dist/assets/index-Cm8lmTTn.css

@@ -0,0 +1 @@
+*,:before,:after,::backdrop{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:#3b82f680;--tw-ring-offset-shadow:0 0 #0000;--tw-ring-shadow:0 0 #0000;--tw-shadow:0 0 #0000;--tw-shadow-colored:0 0 #0000;--tw-blur: ;--tw-brightness: ;--tw-contrast: ;--tw-grayscale: ;--tw-hue-rotate: ;--tw-invert: ;--tw-saturate: ;--tw-sepia: ;--tw-drop-shadow: ;--tw-backdrop-blur: ;--tw-backdrop-brightness: ;--tw-backdrop-contrast: ;--tw-backdrop-grayscale: ;--tw-backdrop-hue-rotate: ;--tw-backdrop-invert: ;--tw-backdrop-opacity: 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Web/mind-reframe/dist/index.html

@@ -0,0 +1,14 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/vite.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>mind-reframe</title>
+    <script type="module" crossorigin src="/assets/index-CILzSiom.js"></script>
+    <link rel="stylesheet" crossorigin href="/assets/index-Cm8lmTTn.css">
+  </head>
+  <body>
+    <div id="root"></div>
+  </body>
+</html>

Web/mind-reframe/eslint.config.js

@@ -0,0 +1,23 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import tseslint from 'typescript-eslint'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      js.configs.recommended,
+      tseslint.configs.recommended,
+      reactHooks.configs.flat.recommended,
+      reactRefresh.configs.vite,
+    ],
+    languageOptions: {
+      ecmaVersion: 2020,
+      globals: globals.browser,
+    },
+  },
+])

Web/mind-reframe/index.html

@@ -0,0 +1,13 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/vite.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>mind-reframe</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>

Web/mind-reframe/package.json

@@ -0,0 +1,37 @@
+{
+  "name": "mind-reframe",
+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "tsc -b && vite build",
+    "lint": "eslint .",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "lucide-react": "^0.562.0",
+    "react": "^19.2.0",
+    "react-dom": "^19.2.0"
+  },
+  "devDependencies": {
+    "@eslint/js": "^9.39.1",
+    "@types/node": "^24.10.1",
+    "@types/react": "^19.2.5",
+    "@types/react-dom": "^19.2.3",
+    "@vitejs/plugin-react": "^5.1.1",
+    "autoprefixer": "^10.4.23",
+    "eslint": "^9.39.1",
+    "eslint-plugin-react-hooks": "^7.0.1",
+    "eslint-plugin-react-refresh": "^0.4.24",
+    "globals": "^16.5.0",
+    "postcss": "^8.5.6",
+    "tailwindcss": "^3.4.17",
+    "typescript": "~5.9.3",
+    "typescript-eslint": "^8.46.4",
+    "vite": "npm:rolldown-vite@7.2.5"
+  },
+  "overrides": {
+    "vite": "npm:rolldown-vite@7.2.5"
+  }
+}

Web/mind-reframe/postcss.config.js

@@ -0,0 +1,6 @@
+export default {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+}

Web/mind-reframe/src/App.css

@@ -0,0 +1,42 @@
+#root {
+  max-width: 1280px;
+  margin: 0 auto;
+  padding: 2rem;
+  text-align: center;
+}
+
+.logo {
+  height: 6em;
+  padding: 1.5em;
+  will-change: filter;
+  transition: filter 300ms;
+}
+.logo:hover {
+  filter: drop-shadow(0 0 2em #646cffaa);
+}
+.logo.react:hover {
+  filter: drop-shadow(0 0 2em #61dafbaa);
+}
+
+@keyframes logo-spin {
+  from {
+    transform: rotate(0deg);
+  }
+  to {
+    transform: rotate(360deg);
+  }
+}
+
+@media (prefers-reduced-motion: no-preference) {
+  a:nth-of-type(2) .logo {
+    animation: logo-spin infinite 20s linear;
+  }
+}
+
+.card {
+  padding: 2em;
+}
+
+.read-the-docs {
+  color: #888;
+}

Web/mind-reframe/src/index.css

@@ -0,0 +1,3 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;

Web/mind-reframe/src/main.tsx

@@ -0,0 +1,10 @@
+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import './index.css'
+import App from './App.tsx'
+
+createRoot(document.getElementById('root')!).render(
+  <StrictMode>
+    <App />
+  </StrictMode>,
+)

Web/mind-reframe/tailwind.config.js

@@ -0,0 +1,11 @@
+/** @type {import('tailwindcss').Config} */
+export default {
+  content: [
+    "./index.html",
+    "./src/**/*.{js,ts,jsx,tsx}",
+  ],
+  theme: {
+    extend: {},
+  },
+  plugins: [],
+}

Web/mind-reframe/tsconfig.app.json

@@ -0,0 +1,28 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo",
+    "target": "ES2022",
+    "useDefineForClassFields": true,
+    "lib": ["ES2022", "DOM", "DOM.Iterable"],
+    "module": "ESNext",
+    "types": ["vite/client"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+    "jsx": "react-jsx",
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["src"]
+}

Web/mind-reframe/tsconfig.json

@@ -0,0 +1,7 @@
+{
+  "files": [],
+  "references": [
+    { "path": "./tsconfig.app.json" },
+    { "path": "./tsconfig.node.json" }
+  ]
+}

Web/mind-reframe/tsconfig.node.json

@@ -0,0 +1,26 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo",
+    "target": "ES2023",
+    "lib": ["ES2023"],
+    "module": "ESNext",
+    "types": ["node"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["vite.config.ts"]
+}

Web/mind-reframe/vite.config.ts

@@ -0,0 +1,13 @@
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react'
+
+// https://vitejs.dev/config/
+export default defineConfig({
+  plugins: [react()],
+  server: {
+    // Thêm đoạn này vào để cho phép ngrok truy cập
+    allowedHosts: true, 
+    // Hoặc nếu 'true' bị báo lỗi đỏ (ở bản cũ), dùng dòng dưới:
+    // host: true,
+  },
+})

ai-core/.env

@@ -0,0 +1,37 @@
+GROQ_BASE_URL="https://api.groq.com/openai/v1"
+
+# App Settings
+APP_NAME=AI-Core API
+APP_VERSION=1.0.0
+DEBUG=True
+
+# Server
+HOST=0.0.0.0
+PORT=1812
+
+# Rate Limiting
+RATE_LIMIT_ENABLED=True
+RATE_LIMIT_PER_MINUTE=60
+RATE_LIMIT_PER_HOUR=1000
+
+# Authentication
+AUTH_ENABLED=False
+SECRET_KEY=your-super-secret-key-change-in-production
+API_KEYS=["demo-key-123","test-key-456","prod-key-789"]
+
+# Caching
+CACHE_ENABLED=True
+CACHE_TYPE=memory
+CACHE_TTL=3600
+CACHE_MAX_SIZE=1000
+
+# Redis (nếu dùng Redis)
+# CACHE_TYPE=redis
+# REDIS_HOST=localhost
+# REDIS_PORT=6379
+# REDIS_DB=0
+# REDIS_PASSWORD=
+
+# Response Compression
+COMPRESSION_ENABLED=True
+COMPRESSION_MIN_SIZE=500

ai-core/README.md

@@ -0,0 +1,66 @@
+# ReframeBench: Technical Implementation of Multi-Therapy Cognitive Restructuring
+
+[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)
+[![LangChain](https://img.shields.io/badge/LangChain-0.1.0-green.svg)](https://www.langchain.com/)
+[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
+
+> **Core Technical Documentation** for "ReframeBench: A Benchmark for Multi-Therapy Cognitive Restructuring with LLMs". [cite_start]This repository implements a novel multi-agent reasoning pipeline that operationalizes 12 distinct psychotherapeutic frameworks[cite: 235, 236, 237, 238, 239, 240, 242, 243, 244, 246].
+
+## 🧠 Methodology: Therapy-Oriented Prompt Engineering
+
+The core innovation of ReframeBench is the transition from generic instruction following to **Persona-based In-Context Learning**. We formalize the cognitive restructuring task not merely as text rewriting, but as a conditional generation problem constrained by specific therapeutic theoretical frameworks.
+
+### Mathematical Formulation
+[cite_start]We define the generation function $R_{i,m}$ for a specific therapy modality $m$ as follows[cite: 50, 51]:
+
+$$R_{i,m} = \text{LLM}(S_i, T_i, \mathcal{I}_{role} \oplus \mathcal{I}_{mechanism} \oplus \mathcal{I}_{safety})$$
+
+[cite_start]Where $S_i$ is the situation, $T_i$ is the negative thought[cite: 49], and the prompt $P_m$ is composed of three strictly defined components:
+
+1.  **$\mathcal{I}_{role}$ (Role Definition):** Establishes the expert persona to prime the model's latent space (e.g., *"You are an expert ACT therapist..."*).
+2.  **$\mathcal{I}_{mechanism}$ (Theoretical Constraints):** The critical differentiator that enforces specific therapeutic techniques:
+    * [cite_start]**CBT:** Focuses on *Evidence* and *Logic* (Disputation)[cite: 235].
+    * [cite_start]**ACT:** Focuses on *Cognitive Defusion* and *Values* (Acceptance)[cite: 236].
+    * [cite_start]**DBT:** Focuses on *Dialectics* (Balancing Acceptance and Change)[cite: 244].
+3.  **$\mathcal{I}_{safety}$ (Clinical Guardrails):** Hard constraints to prevent hallucinations and unsafe medical advice (e.g., crisis resource redirection).
+
+---
+
+## ⚙️ Architecture: Multi-Agent Reasoning Pipeline
+
+We implement a sophisticated reasoning pipeline that moves beyond simple zero-shot prompting. [cite_start]The architecture comprises three distinct stages, modeled after clinical workflows[cite: 234]:
+
+### Step 1: Cognitive Distortion Detection (Zero-shot Classification)
+Before reframing, the system analyzes the input thought ($T_i$) to identify specific cognitive traps (e.g., Catastrophizing, Polarization).
+* **Goal:** To enable targeted intervention strategies.
+* **Output:** Structured JSON list of distortions.
+
+### Step 2: Parallel Multi-Therapy Generation
+[cite_start]The system utilizes parallel threads to generate candidate reframes from $N$ different therapeutic modules simultaneously[cite: 247].
+* [cite_start]**Reframer Agent:** Acts as the generator $G$ using the therapy-specific prompts defined above[cite: 245].
+* **Diversity:** High temperature settings ($T \approx 0.7$) are used to ensure linguistic diversity while maintaining theoretical adherence.
+
+### Step 3: Supervisor-Critique (LLM-as-a-Judge)
+[cite_start]A specialized **Therapeutic Quality Evaluator** agent assesses the generated candidates[cite: 251].
+* **Mechanism:** It acts as a clinical supervisor, scoring reframes on a scale of 1-5 based on **Empathy**, **Actionability**, and **Safety**.
+* **Selection Logic:**
+    $$R_{final} = \operatorname*{argmax}_{R \in \{R_{CBT}, R_{ACT}, ...\}} (\text{Score}_{supervisor}(R))$$
+
+---
+
+## ⛓️ Advanced Technique: Implicit Chain-of-Thought (CoT)
+
+To prevent the model from generating superficial advice, we employ **Implicit Chain-of-Thought** prompting. We instruct the model to perform a "hidden" analysis phase before outputting the final response.
+
+**Prompt Template Structure:**
+```text
+Phase 1: Analysis (Internal Monologue)
+- Identify the underlying emotion.
+- Identify the specific cognitive trap.
+- Select the appropriate technique from the [Therapy Name] manual.
+
+Phase 2: Drafting (Final Output)
+- Draft the response applying the technique.
+- Ensure the tone is validating and non-judgmental.
+
+Output ONLY Phase 2.