Deploy SAT & ACT Learning Lab 1.7.0+hfbuild1

DEPLOYMENT_NOTES.md

@@ -1,4 +1,4 @@
-# Deployment notes — SAT & ACT Learning Lab 1.7.0
+# Deployment notes — SAT & ACT Learning Lab 1.7.0+hfbuild1
 
 Target private Space: `DearmonAnalytics/SAT_ACT_Learning_Lab`
 
@@ -6,7 +6,7 @@ Turso database: `dearmon-sat-act-learning-lab`
 
 Schema namespace: `sat_act_learning_lab_v1`
 
-Encrypted-source secret: `SAT_ACT_APP_FERNET_V1_7_0_5047BDC914D0_431E91CA28D4`
+Encrypted-source secret: `SAT_ACT_APP_FERNET_V1_7_0_HFBUILD1_5047BDC914D0_F4B417845819`
 
 ## Runtime contract
 
@@ -95,7 +95,7 @@ Encrypted-source secret: `SAT_ACT_APP_FERNET_V1_7_0_5047BDC914D0_431E91CA28D4`
 
 Core secrets are `OPENAI_API_KEY`, `TURSO_DATABASE_URL`, `TURSO_AUTH_TOKEN`,
 `LEARNER_ID_HMAC_SECRET`, `INSTRUCTOR_EXPORT_SECRET`, and
-`SAT_ACT_APP_FERNET_V1_7_0_5047BDC914D0_431E91CA28D4`. Live avatar video additionally uses optional
+`SAT_ACT_APP_FERNET_V1_7_0_HFBUILD1_5047BDC914D0_F4B417845819`. Live avatar video additionally uses optional
 `SIMLI_API_KEY`.
 
 Email recovery uses `AUTH_RECOVERY_EMAIL_ENABLED`, `AUTH_SMTP_HOST`,
@@ -117,7 +117,7 @@ packaged Simli client route, and transport settings are listed in
 `environment.example` used to prepare this deployment. Remote avatar-client
 module overrides are intentionally rejected.
 
-Version 1.7.0 uses immutable item/timing/scoring snapshots and explicit recovery
+Version 1.7.0+hfbuild1 uses immutable item/timing/scoring snapshots and explicit recovery
 compatibility contracts. Resume only a saved contract that is explicitly supported;
 legacy checkpoints follow the tested compatibility allowlist. Incompatible work
 stays blocked and requires an approved transition or learner choice, never silent
@@ -132,7 +132,7 @@ only explicit --execute plus DEPLOY opens remote changes. Python 3.12.13 is the
 validated application patch; the Python 3.12 provider family alone does not prove
 patch availability. Actual startup fails if the required patch is unavailable.
 
-Acceptance testing for v1.7.0 must verify the exact Dearmon Analytics paper,
+Acceptance testing for v1.7.0+hfbuild1 must verify the exact Dearmon Analytics paper,
 ink, blue, teal, and coral palette; compact 1,240-pixel workspace; bundled
 same-origin Inter, Source Serif 4, and Geist Mono; and one crisp DA gradient rule
 across the compact chooser and three shadow-free horizontal Practice rails.
@@ -209,7 +209,7 @@ safe retries without prompting the deployer operator.
 
 ## Key lifecycle and rollback
 
-The current loader reads only `SAT_ACT_APP_FERNET_V1_7_0_5047BDC914D0_431E91CA28D4`. A later release must generate a
+The current loader reads only `SAT_ACT_APP_FERNET_V1_7_0_HFBUILD1_5047BDC914D0_F4B417845819`. A later release must generate a
 new versioned, fingerprinted secret name. The deployer adds that secret before
 the repository commit and retains earlier keys. Roll back by reverting the
 Space repository to the prior commit recorded in `deployment_receipt.json`.

README.md

@@ -14,7 +14,7 @@ short_description: Dynamic SAT/ACT practice, mastery, and reasoning graphs
 
 # Dearmon Analytics SAT & ACT Learning Lab
 
-Release `1.7.0` provides original dynamic practice for current SAT and
+Release `1.7.0+hfbuild1` provides original dynamic practice for current SAT and
 ACT skill blueprints, a complete eight-level question-skill hierarchy,
 individual mastery tracking, targeted practice, and test-like diagnostic
 sessions with separate raw results and unofficial practice-score estimates. It adds username/password
@@ -25,7 +25,7 @@ Signed-in students can also download their complete personalized Topic Graph as
 a branded PNG, printable PDF, accessible hierarchy-and-concepts CSV, and
 verification manifest; demo sessions remain nonexportable.
 
-Release 1.7.0 retains the exact Dearmon Analytics paper, ink, blue, teal, and
+Release 1.7.0+hfbuild1 retains the exact Dearmon Analytics paper, ink, blue, teal, and
 coral system established in v1.4.4 for the compact 1,240-pixel workspace. Bundled Inter, Source Serif 4, and
 Geist Mono fonts are served from same-origin routes. The compact test chooser
 and closely stacked Section → Domain → Narrow Topic rails use one restrained DA
@@ -45,7 +45,7 @@ printable exam/answer-key PDFs so raw LaTeX is never the learner-facing
 fallback. The collapsed item-specific Concepts Needed swim lane, complete
 analogous worked examples, separate hints, and mastery whitening remain.
 
-Release 1.7.0 assigns all 1,983 trusted built-in question profiles their full
+Release 1.7.0+hfbuild1 assigns all 1,983 trusted built-in question profiles their full
 Exam → Section → Official Domain → Official Skill Family → Narrow Exam
 Target → Prerequisite Bundle → Atomic Skill → Observable Failure Attribute
 path. Each stable profile contains its complete ancestor and transitive-
@@ -73,7 +73,7 @@ pretest/EFT items and AI supplemental printable items are excluded. Fewer than
 eight observed items or less than one quarter of a standard section remains a
 preliminary, very-low-confidence result below the reporting threshold.
 
-Release 1.7.0 retains one OpenAI-assisted follow-up beneath each graded
+Release 1.7.0+hfbuild1 retains one OpenAI-assisted follow-up beneath each graded
 explanation and a signed-in cross-question Learning Diagnostic. The diagnostic
 unlocks only after strict majority coverage of both Reading and Math for the
 same exam. It sends OpenAI only allowlisted aggregate performance evidence—not
@@ -126,7 +126,7 @@ attribute-level mastery or retention records.
 This private Space uses the separate Turso database
 `dearmon-sat-act-learning-lab` and schema namespace
 `sat_act_learning_lab_v1`. Its encrypted application uses the versioned Space
-secret `SAT_ACT_APP_FERNET_V1_7_0_5047BDC914D0_431E91CA28D4`.
+secret `SAT_ACT_APP_FERNET_V1_7_0_HFBUILD1_5047BDC914D0_F4B417845819`.
 
 Required Space secrets are `OPENAI_API_KEY`, `TURSO_DATABASE_URL`,
 `TURSO_AUTH_TOKEN`, `LEARNER_ID_HMAC_SECRET`, `INSTRUCTOR_EXPORT_SECRET`, and
@@ -175,7 +175,7 @@ controls, and retention policies.
 
 ## Upgrade note
 
-Version 1.7.0 uses immutable item/timing/scoring snapshots and explicit recovery
+Version 1.7.0+hfbuild1 uses immutable item/timing/scoring snapshots and explicit recovery
 compatibility contracts. Resume only a saved contract that is explicitly supported;
 legacy checkpoints follow the tested compatibility allowlist. Incompatible work
 stays blocked and requires an approved transition or learner choice, never silent

pre-requirements.txt

@@ -0,0 +1,770 @@
+--require-hashes
+--only-binary :all:
+# This file was autogenerated by uv via the following command:
+#    uv export --frozen --no-dev --no-emit-project --extra hf_space --format requirements-txt --output-file release/hf-space.lock.txt
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
+    # via
+    #   fastapi
+    #   typer
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
+    # via pydantic
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
+    # via
+    #   gradio
+    #   httpx
+    #   httpx2
+    #   mcp
+    #   openai
+    #   sse-starlette
+    #   starlette
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
+    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
+    # via
+    #   jsonschema
+    #   referencing
+authlib==1.8.0 \
+    --hash=sha256:88aebbd9af6757e14e912d5dc007ae1dc1f3e27e3b2152ce7c552ee2c3b3c121 \
+    --hash=sha256:f3ecd5f1da737262fb53bf1a4d95c4ea1ad9dd509316587a255c99ab1838a4f0
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   gradio
+brotli==1.2.0 \
+    --hash=sha256:072e7624b1fc4d601036ab3f4f27942ef772887e876beff0301d261210bca97f \
+    --hash=sha256:260d3692396e1895c5034f204f0db022c056f9e2ac841593a4cf9426e2a3faca \
+    --hash=sha256:35d382625778834a7f3061b15423919aa03e4f5da34ac8e02c074e4b75ab4f84 \
+    --hash=sha256:7a47ce5c2288702e09dc22a44d0ee6152f2c7eda97b3c8482d826a1f3cfc7da7 \
+    --hash=sha256:7a61c06b334bd99bc5ae84f1eeb36bfe01400264b3c352f968c6e30a10f9d08b \
+    --hash=sha256:acec55bb7c90f1dfc476126f9711a8e81c9af7fb617409a9ee2953115343f08d \
+    --hash=sha256:adedc4a67e15327dfdd04884873c6d5a01d3e3b6f61406f99b1ed4865a2f6d28 \
+    --hash=sha256:af43b8711a8264bb4e7d6d9a6d004c3a2019c04c01127a868709ec29962b6036 \
+    --hash=sha256:b35c13ce241abdd44cb8ca70683f20c0c079728a36a996297adb5334adfc1c44 \
+    --hash=sha256:e310f77e41941c13340a95976fe66a8a95b01e783d430eeaf7a2f87e0a57dd0a \
+    --hash=sha256:e99befa0b48f3cd293dafeacdd0d191804d105d279e0b387a32054c1180f3161
+    # via gradio
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
+    # via
+    #   httpcore
+    #   httpx
+    #   requests
+cffi==2.1.1 ; platform_python_implementation != 'PyPy' \
+    --hash=sha256:046bfc24911b37851ee1b51aab8bffe713d89c68c6a057b09484ce9fd5f69b4e \
+    --hash=sha256:208f941bb9d18e768138677f0a6d2ce01f590df56043dda1df1535ac57c88517 \
+    --hash=sha256:210019b6c7cf07f081b4c54635c8cf744377001350e29cc0f81c4377b4797735 \
+    --hash=sha256:3143d81e29e1e20a9ce10901ec369012947876596f75a222235965f2b7ae832e \
+    --hash=sha256:4a7c934f7360e8cd64fe9efadcbd10c7c6364f531e432b9a4bf5ccbc9e0e8b50 \
+    --hash=sha256:68e62fe11f30d5ca8289242866f0a5291402d8529ca2178ab8afc5c9694ae890 \
+    --hash=sha256:7bde5e4cc5c10140859842b9d383af292b22639a4dffb725314baf45968cef80 \
+    --hash=sha256:811bd1e21d32de12efca32393a0ab3f5133b54fce9bd44b8bd77ab07da14bf6a \
+    --hash=sha256:c1453022f490d2459a11819d83ad1d586e9ff65a12ac3e705ffebd46d3685dcf \
+    --hash=sha256:c8c69575568085ba0b1b10c0249d779a214aea6f6522e949a0fc9fb0fcb449d0 \
+    --hash=sha256:dd31f52ea1086513bb9df30f8fcee9b8918323ae067a3d5b78bc826a000712be \
+    --hash=sha256:f53e442b08449d42821fa4a4fba000095af9f62742a500f978a9f557ec44339a \
+    --hash=sha256:f81b3b8f3d4e343550fa4baa0e479bba9f2d29ce9c2e9b51d1ce1718d7442fcf
+    # via cryptography
+charset-normalizer==3.5.1 \
+    --hash=sha256:1d1c7a53a6c2103925cdd6d7229f8c567379f211c869793df679f2e9f738c369 \
+    --hash=sha256:2f293479cce755c75f1697e87c409b7ae4c555c7dfecb6e988ad13abba943031 \
+    --hash=sha256:343fb4f2821043bd87095f7b08a1a181febc8e36ac64212143bbfd0a0e1bc235 \
+    --hash=sha256:3588e376b3ea2eea84976f67273d679f229e24c66dce7b82ae45aef04ff6e072 \
+    --hash=sha256:36047af20e17097c3bb9476c2b7655f2f7aa51322c0ba58c07695bedf755a950 \
+    --hash=sha256:3617ac3cfd8b9888f145ad89dd6e692285834b0201c6074a5eeaad3fd4d668c2 \
+    --hash=sha256:41876ee62a3dddf48ff1121ad8f0798032aa03f2fd35f21f34a4cab14f18d8d2 \
+    --hash=sha256:4582c27e8c889d64811987b5967fbd3ae0c823fe1fd933b543d55ac20bb475fa \
+    --hash=sha256:4abdc5f9ad448c1ecbfae2974b820535d6bc6e7eef63babbab3d81cf46968c71 \
+    --hash=sha256:4b599739b93b2cbeded49645ae3c8d1405c29ddfbceac1545c87a3f9580a9e96 \
+    --hash=sha256:4c4fb141a727957c93edfe5c32a26ceb6b5f6461d67146e2d39f51e16170bea8 \
+    --hash=sha256:5b6d1386bf0096d26d3a863dc0a487a5b4eb9aa93cf5ba69683d29dde6b9d60f \
+    --hash=sha256:5d8531a6569d025f68e2321e7638fb7978f23db58e5f69f56913837aae03816e \
+    --hash=sha256:6117b84ea48435e5356dc737f5121485c30920ba43375fa7b434fd753df0eac3 \
+    --hash=sha256:6df0ec430f9a831772c23ca5a224cba36517a58a84bb32c32bb59a9fa67c47f6 \
+    --hash=sha256:70055ff39b97c99e7ae40ea3e393fb62aa2e44dbd9b29f8d14f42fb0025c3959 \
+    --hash=sha256:7235dc28fc6dd9d832ac7c7bce95367dedb85929f17368a0c2bee1e080b9acbf \
+    --hash=sha256:7c0c10730342b0c9b35dd1d619beb8214e520bd96a1f870f452680b238aab3e0 \
+    --hash=sha256:87e4f41d375c0b9be2fb5251aee4b8a689169e134535aed81bf085c3b647451e \
+    --hash=sha256:88e85ab89cb822c1e635f51d6d32e488f94e002e70e2f492bdb8b945543f345a \
+    --hash=sha256:96fef3e886d6a9874b14f27fc193fbdc69d5d8035783d86aa4e1cea594e695f9 \
+    --hash=sha256:a2028475ba855475b8b4d3cfeb4994269c967aea8b9892dfba907f4263a863a3 \
+    --hash=sha256:a6dac12ff6b846103483683f60c5f8fee205121adc58ffd87e90a90a3af69e99 \
+    --hash=sha256:aae2ee51122d3ae968a3837d97dc24a0aeebb0dea23694422cd172bd30017cd6 \
+    --hash=sha256:ae4a097991662cd4fff0ddc74e0fe7874f82e00042fa0ea00855645ed0c79598 \
+    --hash=sha256:b39b69b347e5e47a3b5b8cfc005c68c1ba347474e3960236c4944a8ecd174962 \
+    --hash=sha256:b9af956078716df40d985fb0dfeb2c2120c5ca92ba4ff4b388acfd01cdc14d08 \
+    --hash=sha256:ba501e667c17d8411f98e67a022d9604ef179aff0e459b7e292c796837c13573 \
+    --hash=sha256:cee5dd7c6fb5dd52a0fe2a740f9bc6e3593f5f8b1788bde49de02086f30182b2 \
+    --hash=sha256:cfa1c0cc3a8f9f53f1243a5a99ac36fd003880199383b37672e86ddda9cb07e2 \
+    --hash=sha256:dd732602a7009217f658d5863d12d79d373a4de0eebc111094bcdd3bb8e0a6cc \
+    --hash=sha256:e199fb99720074809a7720f1c0b4d919eea8b87e88713e0f8f602f7bef543d9d \
+    --hash=sha256:e6621fb2a4988d6e53eedc455e5903e2679f3967b8acb3d639f1b63c14a2e893 \
+    --hash=sha256:f9f8405c2c758532c74fed975dbee57be1f31a6e865c031870c79a6ed3212ada
+    # via requests
+click==8.5.0 \
+    --hash=sha256:255bc9599cf7748b4b1a446ccc735421bd08a2ae529a8b88597d3de5664ee360 \
+    --hash=sha256:ba0d2089de75ea0310e2dde03160e6ca10009947fb95a182f9b54021bb272e34
+    # via
+    #   huggingface-hub
+    #   uvicorn
+colorama==0.4.6 ; sys_platform == 'win32' \
+    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+    # via
+    #   tqdm
+    #   typer
+contourpy==1.3.3 \
+    --hash=sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69 \
+    --hash=sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc \
+    --hash=sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880 \
+    --hash=sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7 \
+    --hash=sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411 \
+    --hash=sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1 \
+    --hash=sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6 \
+    --hash=sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea \
+    --hash=sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b \
+    --hash=sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7 \
+    --hash=sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb \
+    --hash=sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8
+    # via matplotlib
+cryptography==50.0.1 \
+    --hash=sha256:01f41478cf33fc605a6a089cd56d28b45c6c0b45a1928b61797f2621a04bac71 \
+    --hash=sha256:05ba322c4da95b262a212c345af888ef2c37c88c0509756ea00a0e6d68850f23 \
+    --hash=sha256:2a93d05e34d5f67fba6f891fe85d929999baa7195e853923ea6d7576c9e68c5e \
+    --hash=sha256:2b34d76a652ea2b6faf777c35df230c5637842cd904e04f16230c3f9f03e4361 \
+    --hash=sha256:2ebbfb0f1fed745e91796e3e1080a1440423fdae8ece1b995a1d80883a409054 \
+    --hash=sha256:359e62deae718bce96170e223fdcb6357e4fbd3bb7a3a75f4430763532560e49 \
+    --hash=sha256:407fe2b6db00939c05c0e945e9914238f2f0a430974839429dafc82b1ee6bee5 \
+    --hash=sha256:4c4188f7c0cf655be5c06342b817ed0f9595b69ffa2b12026e5353eed29dea88 \
+    --hash=sha256:51593d180cf6d179bde5c5d065bed81386b1f381656ae7d042b7ffc87a9895ad \
+    --hash=sha256:51afcfceb15597cf2635068e4ac9a56b2abde622edde17f37d85fd7b5306497a \
+    --hash=sha256:53e279950892dc102c6b4e52af03ae5ea92fac572a1ddab78ca73a997f62b69f \
+    --hash=sha256:55d16b1ef3ee0958d893a977b19777887e546c9954ea81b200c3301a864013f2 \
+    --hash=sha256:5dd9bda1c12b4162f6ff568eeb5e0ff956c28d14406e875cfe8a63a2d414ff20 \
+    --hash=sha256:5fe002589592ed749ce77fe0695fcbd3500dd61d7d6db5858a7544c612fa8e45 \
+    --hash=sha256:76de83fbd91ac49c0feaaa983d0748fd7a53176afac5fb3bf7478d244f0eb527 \
+    --hash=sha256:9dde0a357190eb3b1da1bb9ab750e9c85cba82ca5977aa0836cbb94e92611239 \
+    --hash=sha256:9ebcdd5519be9b652a46f507817a74591774fc3d6923ac364e4dfa64e36b291b \
+    --hash=sha256:aed8db4f6d71c51efb89530e12d9464e7bf2923d46c3205dc794a2a93f8c0648 \
+    --hash=sha256:b8f852c65863251b9e3a1b8c150ce21e59b522dbb6a7d4bc80e680d38388e986 \
+    --hash=sha256:be224a65493ec5b74a158ff22a5522ce4a5ca1e543c647a3a4730d4a09e5f959 \
+    --hash=sha256:ca83d00d9e69cd5eb63f2e69c3a5a59e0cecae5ae14c6ae0b35830fe3b37bad0 \
+    --hash=sha256:e22dfed744bd4002e909464cb23d2f0b05c6f3113a79ef2e9864a53db737c733 \
+    --hash=sha256:e2ca8fd1b6b4b82a1c4cb02841d0837e3c12336c2e24b520ab8ab3b969733d8f \
+    --hash=sha256:e74591e283fe6eb956416c929eb58262a719fe0311fd9054c62c3350ed8760d8 \
+    --hash=sha256:fc3ed7ebd2a8c96f5b166de0ab9b624996bef3b07bbeb19364dfb78222c22c80 \
+    --hash=sha256:fd3718b960d0b5dd213cdf03f3bcb7000e69dda0de8b956061947ff6bcff5558 \
+    --hash=sha256:ff838d62ec1bfce4f9ba7fa16f4a7b554cd8d0c299e6be37502161a660c84eef
+    # via
+    #   authlib
+    #   dearmon-sat-act-learning-lab
+    #   joserfc
+    #   pyjwt
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
+    --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
+    # via matplotlib
+distro==1.9.0 \
+    --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \
+    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
+    # via openai
+fastapi==0.141.1 \
+    --hash=sha256:bfb91aa2d334c61cb35ba9a116fc123b3d3df31640b801cf57a7a78ec3f603b3 \
+    --hash=sha256:e8822fc40db1e1858054d7a949a888695bc9bdce70139178e33bd2871a453ca1
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   gradio
+filelock==3.32.4 \
+    --hash=sha256:22e58ca3b1ae3b98993b762d7338367ae64fe50252bf78d59da3bfebcdf1cedd \
+    --hash=sha256:2bde2e4cf732e0153406d8a7bc80620ecf5e621fe0d25e41143c4e3b4733ff30
+    # via huggingface-hub
+fonttools==4.64.0 \
+    --hash=sha256:06b6409b868494556a831ae33b2d9a090476c37516b38d70f45a9720b460d423 \
+    --hash=sha256:4a05783ff54ce4c7a28f18e5772efdf63c219374bd9ffc55452182e1cef8be60 \
+    --hash=sha256:66a83f93579fb3493e458c4449d1d566a7b2a1c7b19915cd0fa3c9b8b5a8540b \
+    --hash=sha256:6786bed88581e19bc4f28ea7a64ad531e8f54acf50327fddca942688824a60bd \
+    --hash=sha256:9ecb2b206b5b2386f6968721a0770226b66bdd54adc4279bfff3ddf62873eed8 \
+    --hash=sha256:a8c631303bb1fd7be3067c47536a30ff1fcb4846d6008c112bc52a03f7cd6965 \
+    --hash=sha256:b2763e452b025ee8e990f0462e76052de9bb094ebc21d296f62c6dfe958886b4 \
+    --hash=sha256:cf67f96dc0bfe9607f5f2b734cedfbe2f6f995231adee4ccefa12872044d452d \
+    --hash=sha256:da4c9bdeaf6b06c12d13d0addfc8ef15aa9695d26574a6dc10751258bef72f30 \
+    --hash=sha256:ecb2e59a7bc692fee64dda6010deb66222335693b30046f15cccf81233aa715f
+    # via matplotlib
+fsspec==2026.6.0 \
+    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
+    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   gradio-client
+    #   huggingface-hub
+gradio==6.24.0 \
+    --hash=sha256:0a7c97c07ef0facecb86d776c73c0124b3f9803a828e09ea1737ad12219cabb5 \
+    --hash=sha256:2072be0c0803da1859f918a45dc568fafc7b0eebd581943bee8acc78f752e166
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   spaces
+gradio-client==2.6.0 \
+    --hash=sha256:4493a6425560dd23d1eb5427a13290819135c664c5ed9f184eb517b1ea263291 \
+    --hash=sha256:e648110efa31347bb8b1abda150a7a975b40a9658fdd8562803e2ad6a300d033
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   gradio
+    #   hf-gradio
+groovy==0.1.2 \
+    --hash=sha256:25c1dc09b3f9d7e292458aa762c6beb96ea037071bf5e917fc81fb78d2231083 \
+    --hash=sha256:7f7975bab18c729a257a8b1ae9dcd70b7cafb1720481beae47719af57c35fa64
+    # via gradio
+h11==0.16.0 \
+    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
+    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+    # via
+    #   httpcore
+    #   httpcore2
+    #   uvicorn
+hf-gradio==0.4.1 \
+    --hash=sha256:76b8cb8be6abe62d74c1ad2d35b42f0629db89aa9e1a8d033cecfe7c856eeab3 \
+    --hash=sha256:a017d942618f0d495a58ee4563047fa04bef614c00e0cb789a9a6d0633cffa7b
+    # via gradio
+hf-xet==1.6.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
+    --hash=sha256:0e6e21fa3cdfcdcd76748564bf593870a5e013f47d97cf10aed63aa222cff5b7 \
+    --hash=sha256:2e58454a340b3556dfa4972d5451aff4fba8dd42a236600ba1a1d2b1514f0fef \
+    --hash=sha256:3dc3e35441ba395006af5aaacc40ef2e603c51ef46c3530b9156185f00935ea3 \
+    --hash=sha256:4fc74352a17015bd0ee90038bc9efe38db894cde45f268b6712b04fce8cd0acb \
+    --hash=sha256:633dc0cd71d32da58ab8c03ad38e2fac452c15c2b0a2866ebf6ededfe0a5061d \
+    --hash=sha256:8fb4f71cba6129110c3374a33f919001ff130488fc23553698e34cc1c2a1198c \
+    --hash=sha256:d62671bb130879cef0ee4c9ebe47a14af6c66ec53e6d84dc15936e5ffdfac82f \
+    --hash=sha256:f0906082d9932ae0c0057fa194041c22b4e2cdb46b2592ef3b91f020d62a081a \
+    --hash=sha256:fb4fadde1b2b70bf4c0c14a6dccbe7194b1c28947fefd5bbe3fed9d940676c3b
+    # via huggingface-hub
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
+    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
+    # via httpx
+httpcore2==2.12.0 ; sys_platform != 'emscripten' \
+    --hash=sha256:7e04258ce01013d7d615e5b910a3b27fac937d7a95038227e79652b4ba3b4ceb \
+    --hash=sha256:9293522bba0aa7c4c8e9e3f040c16575bd8868e155a77fa30c7a9085a5eae648
+    # via httpx2
+httpx==0.28.1 \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+    # via
+    #   gradio
+    #   gradio-client
+    #   huggingface-hub
+    #   mcp
+    #   openai
+    #   safehttpx
+    #   spaces
+httpx-sse==0.4.3 \
+    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
+    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+    # via mcp
+httpx2==2.12.0 \
+    --hash=sha256:7631fe9887a8a2275f4a2540e053aa670fcc50742864a9ae7c66e609fdcf12cf \
+    --hash=sha256:cc8b6eecb8661c146b8f89a60e97456ee086e91a784ed31ac450c3a9e613dd36
+    # via dearmon-sat-act-learning-lab
+httpx2-jsfetch==1.0 ; sys_platform == 'emscripten' \
+    --hash=sha256:70a0e3eabfef7cce5ad9c629f7d01ca05e418f586646f4ddf14782e4c1454c60 \
+    --hash=sha256:cb916b707601e69a07721aabc8f3f6659be3a6893bc1ff5c6f9e02241df2da32
+    # via httpx2
+huggingface-hub==1.27.0 \
+    --hash=sha256:7df6827c2f956c60fbaa64646e979e566db76f619dd0a9729dfb8c5a3eb4f68d \
+    --hash=sha256:c1fed40ea82a6b41b477f5243546549b792ae0a93abcea608cff66089bf8f8df
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   gradio
+    #   gradio-client
+idna==3.19 \
+    --hash=sha256:5e0811a4383b21dc5838069f801c4fb62113b7447663d2530d2bd6e77b49bf15 \
+    --hash=sha256:815e7be7a7806d54abb586dc943addc79e8b2ee16915059658cbeff4b1b43bf4
+    # via
+    #   anyio
+    #   httpx
+    #   httpx2
+    #   requests
+itsdangerous==2.2.0 \
+    --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef \
+    --hash=sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173
+    # via gradio
+jinja2==3.1.6 \
+    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
+    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   gradio
+jiter==0.16.0 \
+    --hash=sha256:0df91907609837f33341b8e6fe73b95991fdaa57caf1a0fbd343dffe826f386f \
+    --hash=sha256:1878349266f8ee36ecb1375cc5ba2f115f35fd9f0a1a4119e725e379126647f7 \
+    --hash=sha256:2ed5738ae4af18271a51a528b8811b0cbfa4a1858de9d83359e4169855d6a331 \
+    --hash=sha256:3a23f0e4f957e1be65752d2dfac9a5a06b1917af8dc85deb639c3b9d02e31290 \
+    --hash=sha256:44d019fa8cdaf89bf29c71b39e3712143fdd0ac76725c6ef954f9957a5ea8730 \
+    --hash=sha256:46add52f4ad47a08bfb1219f3e673da972191489a33016edefdb5ea55bfa8c48 \
+    --hash=sha256:51d7b836acb0108d7c77df1742332cac2a1fa04a74d6dacec46e7091f0e91274 \
+    --hash=sha256:561926e0573ffe4a32498420a76d64b16c513e1ab413b9d28158a8764ac701e5 \
+    --hash=sha256:5af7780e4a26bd7d0d989592bf9ef12ebf806b74ab709223ecca37c749872ea9 \
+    --hash=sha256:64d613743df53199b1aa256a7d328340da6d7078aac7705a7db9d7a791e9cfd2 \
+    --hash=sha256:67c3bc1760f8c99d805dcab4e644027142a53b1d5d861f18780ebdbd5d40b72a \
+    --hash=sha256:7b24c3492c5f4f84a37946ad9cf504910cf6a782d6a4e0689b6673c5894b4a1c \
+    --hash=sha256:96e38eea538c8ddf853a35727c7be0741c76c13f04148ac5c116222f50ece3b3 \
+    --hash=sha256:9c8a956fd72c2cf1e730d01ea080341f13aa0a97a4a33b51abebe725b7ae9ca9 \
+    --hash=sha256:c22a488f7b9218e245a0025a9ba6b100e2e54700831cf4cf16833a27fba3ad01 \
+    --hash=sha256:d284fb8d94d5855d60c44fefcab4bf966f1da6fada73992b01f6f0c9bc0c6702 \
+    --hash=sha256:d5bf78d0e05e45cfdd66558893938d59afe3d1b1a824a202039b20e607d25a72 \
+    --hash=sha256:f17d61a28b4b3e0e3e2ba98490c70501403b4d196f78732439160e7fd3678127 \
+    --hash=sha256:f4444a83f946605990c98f625cdd3d2725bfb818158760c5748c653170a20e0e
+    # via openai
+joserfc==1.7.5 \
+    --hash=sha256:add2c2c84e8373b084d526a8b53daba5d7a513a118cd2dcd9fc9f979d0922159 \
+    --hash=sha256:d5ff536e658e17664f8c1b1ab60dc4aa62aa973fcef1edd33cc44bda45d6f5ea
+    # via authlib
+jsonschema==4.26.0 \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+    # via mcp
+jsonschema-specifications==2025.9.1 \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
+    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
+    # via jsonschema
+kiwisolver==1.5.1 \
+    --hash=sha256:06a6917674de9e0fe3f66f5430787f59a9f2ddb64af9b714eaec547e29ef5c19 \
+    --hash=sha256:072bdb15a3c19a5b5dbc8f8fb1f4e1884bf4f3507eeb4cc6334401274d37a5c0 \
+    --hash=sha256:0ebdef3eae5336568147c39a55be6a2036ffde53faa9ca2d978989ae7c2da12c \
+    --hash=sha256:1209042a623ddfda5497e4066c7b77651dde8e1d3a9dd97599dc7e97f3b9b78c \
+    --hash=sha256:1798e83840c3f627246104c4d8a9639c60fa068adf9ce92b61791781fa8a68c1 \
+    --hash=sha256:2551cf9917af48ee7c4b29cc82320489508cf96fd26a51f6fc124de661cd44c7 \
+    --hash=sha256:26e8268480be5061d509e29669d59103c067a26377a56491630ece11762e3858 \
+    --hash=sha256:34633ecf50d16187ab8e5528b7a2530f2feb4e23f300db4672538b51cfc5cd38 \
+    --hash=sha256:38f6e0deb4d0a4615efe0c4efc5990b06ae450ab50a0b321c0b078b6d238c083 \
+    --hash=sha256:482676e5bd48d70ac99d9fc78863469845421e01184fa83f1f9366dc49f7e974 \
+    --hash=sha256:63fb7294b768f444eb4b068965f2662f28c2fd4161e23bd60fcf3ff27b74c046 \
+    --hash=sha256:6a797a1cefc8b9c93170db580337e1fe3d011ad18b1299943231279406342048 \
+    --hash=sha256:a5a00665d1a0e26763a7338d7e911d4598fbc1d50dd0d6b7919b7dc6c5d6569f \
+    --hash=sha256:ad8b9671348d7c8716715652ae11f85ed0eb99e265a2df2ca490577d69860b2c \
+    --hash=sha256:b03af77d77e50edba2030fd5f7c352ff209314b09030a3cba7c14edf9a09a444 \
+    --hash=sha256:bfd1de989b3330420e29de39352f5c049905c9e3ee67233a50d550e3d652c148 \
+    --hash=sha256:d27c2123977cb9269c30a49ba45f03a4323017ef693e19db4ec9dbe1299a3002 \
+    --hash=sha256:d79308fa689fac89cbcfbd4dbfc80b5f95c54c5a7fd4d194be221f9d33d026e6 \
+    --hash=sha256:f1303ef2eec81262a4b708c3e858afe58d7c75ad91c1c05266eda7673369859a
+    # via matplotlib
+libsql==0.1.11 \
+    --hash=sha256:101b6e60f5333434b3e6107bfe2cf24cd5d1317286ad262cb6489941abde77d4 \
+    --hash=sha256:28dbc0165942c57d0dcfe0115eb4fde13f52929ce18e59a59e826ac77b647e11 \
+    --hash=sha256:74fde15d0cdc930da3b88a0cfcf9d7c9cafea945974d48d09394e574939f77b1 \
+    --hash=sha256:a9d7340f762ea6db8cdcc0345b1666a77cbaf313c28c7c6738533fc5844e8f54 \
+    --hash=sha256:c8c00c5e4d0906ff682ab3cad8473ef36aaa34080bcc553a2e636a73e79d9c2b
+    # via dearmon-sat-act-learning-lab
+lxml==6.1.3 \
+    --hash=sha256:0c0710ac085a157b593c38fbcacd950f15c4afa8e2057527185875ab302752bc \
+    --hash=sha256:1aeca87830c4fe649dcf93fe2b059525b71c72587f21be4ae4af7103082a79fa \
+    --hash=sha256:21402998e4b78e7cce237d2788841aaa21ac9a4d1574d04dc2d12ee41ae807b5 \
+    --hash=sha256:379f8a75cf6eb7eef0af074b55f49ab73b868388a98de14646abcdfa4564bb11 \
+    --hash=sha256:38fc4e4e4e084e0bd491949482527d406788045c546d4f8789e93fc527b91385 \
+    --hash=sha256:3e42265103fb385d8642a78672edf376c6f7e1d3598a7a4f9cb1278f2f6b5f6f \
+    --hash=sha256:3e9a00d1c2c30936f7add097c41afc5da6556c580909104aafd382cac92a855c \
+    --hash=sha256:45222d94ddd511536f3b2f7d9deae3b2339b4ce0f075f1ca25703b07cad9dd21 \
+    --hash=sha256:48542c9acba9ff9450bd18d871d2c2c8787fdb283572b623d206f1b927cd7d9e \
+    --hash=sha256:5609efdb0d3c95499c00046bc53648b3482ec2175b5503d6e611b3f0555dc71d \
+    --hash=sha256:623c8799c17128753c65699f1c3aa32402657393a9ad6db09ed8b98ddf76611d \
+    --hash=sha256:909f4e927bb051f7740d6367285fc60cdcfdaf0258c2dba4ff5ba7eadadc250c \
+    --hash=sha256:97ce49699d87ebf8aad631b55d65b33219a4f1bfefbbf5bff19dc9af160aeaf9 \
+    --hash=sha256:a5c18810318303ce9afb3f95e2ddb54834f96fa699a8600433fd5a93dcf44c56 \
+    --hash=sha256:b37772102d44bb6628186accca3a121b1fa3a6b3d97518a8c29a5229ca4c0d0a \
+    --hash=sha256:b3ff39654f0ce6ebd4db154211136dbe7e8157bcc3bed2344c87f32c7c6ecb6c \
+    --hash=sha256:c55e71a9b1db1f107efb60da49c093689b74c5c31a708e5379e2fd9439d4fbb5 \
+    --hash=sha256:ddcf547bea2aee967d6a77779376a45e77e610e8465147a1f3d7e20d539d6e32 \
+    --hash=sha256:f683dc6300317700025e41d89a43e0276692ded16113a3c43eab704d605c58e5
+    # via python-docx
+markdown-it-py==4.2.0 \
+    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
+    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
+    # via rich
+markupsafe==3.0.3 \
+    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
+    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
+    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
+    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
+    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
+    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
+    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
+    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
+    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
+    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
+    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
+    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d
+    # via
+    #   gradio
+    #   jinja2
+matplotlib==3.10.8 \
+    --hash=sha256:2299372c19d56bcd35cf05a2738308758d32b9eaed2371898d8f5bd33f084aa3 \
+    --hash=sha256:24d50994d8c5816ddc35411e50a86ab05f575e2530c02752e02538122613371f \
+    --hash=sha256:3ab4aabc72de4ff77b3ec33a6d78a68227bf1123465887f9905ba79184a1cc04 \
+    --hash=sha256:3c624e43ed56313651bc18a47f838b60d7b8032ed348911c54906b130b20071b \
+    --hash=sha256:64fcc24778ca0404ce0cb7b6b77ae1f4c7231cdd60e6778f999ee05cbd581b9a \
+    --hash=sha256:99eefd13c0dc3b3c1b4d561c1169e65fe47aab7b8158754d7c084088e2329466 \
+    --hash=sha256:b9a5ca4ac220a0cdd1ba6bcba3608547117d30468fefce49bb26f55c1a3d5c58 \
+    --hash=sha256:dd80ecb295460a5d9d260df63c43f4afbdd832d725a531f008dad1664f458adf
+    # via dearmon-sat-act-learning-lab
+mcp==1.30.0 \
+    --hash=sha256:445414625fce5c295faa505bb11bacece661ab6f4028d57c935db57820b7a3e4 \
+    --hash=sha256:666edb5009503e1047c9d60346a756f94b261f05cc2625f23d41c728ffc484d0
+    # via gradio
+mdurl==0.1.2 \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+    # via markdown-it-py
+mpmath==1.3.0 \
+    --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \
+    --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
+    # via sympy
+numpy==2.5.2 \
+    --hash=sha256:14e373cfc6387177e8409dac3c7159be8eb05cd77096cd7c950268b86f62831c \
+    --hash=sha256:27650bb0e7140fa3d37b9923b4803645e0b125d190f326eecfd3f4dad8e8ade1 \
+    --hash=sha256:28ac63476ec7651484215ee7fa15a1f78b57c14621f01e392afe17b9a1390ce4 \
+    --hash=sha256:3cdec01fa790a186d430433fdd4d4ffb70eed6f0eeb4bf05c8dbe2dce0a9bcb8 \
+    --hash=sha256:4bbd96c833ecc8cc069ce518078fc8c60cb9cbfb0fea5b7a803ad65035596d03 \
+    --hash=sha256:65f188481f1669e26f62b701e8205d19e460fa4a9b52a1414ba382330e4a3414 \
+    --hash=sha256:6e8172ddfcf5cf74b811d372b570b83c60bd2de87a6fbfbebdadb4a9bd9c6cbb \
+    --hash=sha256:7999d4ddb0c4025018373fd787510d46e04c769467af22869707b3c1cfd459ab \
+    --hash=sha256:8ee9c4eeb8454b3660a8b53493563c3e121c2fc94fbd72b848ef814ed7b676a9 \
+    --hash=sha256:c1f017dc0875c9209d219f97feceb7d54c2661bb243deb4114478e1295808af7 \
+    --hash=sha256:d482d171c406ae88c5b19cad3b6a1c4c5209f886ab74bc44c2c865c23f52d860 \
+    --hash=sha256:d6a48072864e3324e194a8fbb3c657bcc5b5c869dbc64c9537b1d5c862572c0a
+    # via
+    #   contourpy
+    #   dearmon-sat-act-learning-lab
+    #   gradio
+    #   matplotlib
+    #   pandas
+openai==2.54.0 \
+    --hash=sha256:89089789197ccdb87f173a03145ed1598d00795220c93e96cf712b1cbf5e5f2b \
+    --hash=sha256:e3e6f8bc1ba30ddf381ace1a14340eed381cb984a1a59bd0f34b5be3b5d49cfa
+    # via dearmon-sat-act-learning-lab
+orjson==3.12.0 \
+    --hash=sha256:010811c1b69773450a01cef97727a67b223242f350b77d4ca000e59a9ef2155a \
+    --hash=sha256:1192a7021b6d071aaf909864f6e924d6a2675ca360485b972b8401749311750b \
+    --hash=sha256:11edb4660a6680abee9788a3a9072208a2c96538cc1322bd79542065229d8e54 \
+    --hash=sha256:2d3a9da945a4d96ae758fdaaca56742e6b73b6fd554c5d8876f252a6dad70b83 \
+    --hash=sha256:532ff8cd4bd59a327a953a7dcde922c7fc25b85e29721bb8633265430d3a3873 \
+    --hash=sha256:53c0c474a9d9aff9aebfc0c88de1f28f843d940e6e3a80729abdf6a20274356f \
+    --hash=sha256:92ffc09e07233a6ab6d4e067f7841edcbcc134cb4812155cf171ea5255a421d7 \
+    --hash=sha256:a6cf4b18e7de173f209f2084ffbd736dd72389a396326ee80a7022168be232e5 \
+    --hash=sha256:aa3e43a6846e91d7bde3d5a9c66090fcd8744f569a9b6cffc5e1ca38f6a461c0 \
+    --hash=sha256:ad29eece0c601737f2a60edc2752a84e7a0785df3efb62e3012834700a5afe0d \
+    --hash=sha256:bf44e374aadde77b1f6109f1030be51433eb61984379852766b6f4e187db7b1e \
+    --hash=sha256:d14203fb1aae2ad9b3d52f8a0e82aeb10197ef1c9bc61da7f358bd70b00123d5
+    # via gradio
+packaging==26.3 \
+    --hash=sha256:94edc256424af38762eb31306eed28beb9f0efc50a8837492c9d6fd6004aed79 \
+    --hash=sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c
+    # via
+    #   gradio
+    #   gradio-client
+    #   huggingface-hub
+    #   matplotlib
+    #   spaces
+pandas==2.3.3 \
+    --hash=sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084 \
+    --hash=sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35 \
+    --hash=sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53 \
+    --hash=sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b \
+    --hash=sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98 \
+    --hash=sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89 \
+    --hash=sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b \
+    --hash=sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   gradio
+pillow==12.3.0 \
+    --hash=sha256:0dd2064cbc55aaec028ef5fbb60fa47bb6c3e7918e07ff17935284b227a9d2df \
+    --hash=sha256:331b624368d4f1d069149002f25f44bc61c8919ce8ddb3c45bdad8f6e2d89510 \
+    --hash=sha256:3b8182a766685eaa002637e28b4ec8d6b18819a0c71f579bf0dbaa5830297cce \
+    --hash=sha256:78cb2c6865a35ab8ff8b75fd122f6033b92a62c82801110e48ddd6c936a45d91 \
+    --hash=sha256:a2b55dd6b2a4c4b7d87ffa56bdb33fdc5fdb9a462173861a7bc097f17d91cb09 \
+    --hash=sha256:ba09209fbe443b4acccebe845d8a138b89a8f4fbaeedd44953490b5315d5e965 \
+    --hash=sha256:d9c7f76c0673154f044e9d78c8655fb4213f6ca31a836df48b40fe5d187717b9 \
+    --hash=sha256:dbce0b29841537a2fa4a214c2bbf14de3587c9680caa9b4e217568472490b28f \
+    --hash=sha256:e491916b378fba47242221bb9ead245211b70d504f495d105d17b14a24b4907c \
+    --hash=sha256:ffd0c5368496f41b0944be820fcb7a838aa6e623d250b01acf2643939c3f99d7
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   gradio
+    #   matplotlib
+pycparser==3.0 ; implementation_name != 'PyPy' and platform_python_implementation != 'PyPy' \
+    --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
+    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
+    # via cffi
+pydantic==2.12.5 \
+    --hash=sha256:4d351024c75c0f085a9febbb665ce8c0c6ec5d30e903bdb6394b7ede26aebb49 \
+    --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   fastapi
+    #   gradio
+    #   mcp
+    #   openai
+    #   pydantic-settings
+    #   spaces
+pydantic-core==2.41.5 \
+    --hash=sha256:070259a8818988b9a84a449a2a7337c7f430a22acc0859c6b110aa7212a6d9c0 \
+    --hash=sha256:08daa51ea16ad373ffd5e7606252cc32f07bc72b28284b6bc9c6df804816476e \
+    --hash=sha256:1746d4a3d9a794cacae06a5eaaccb4b8643a131d45fbc9af23e353dc0a5ba5c3 \
+    --hash=sha256:1962293292865bca8e54702b08a4f26da73adc83dd1fcf26fbc875b35d81c815 \
+    --hash=sha256:482c982f814460eabe1d3bb0adfdc583387bd4691ef00b90575ca0d2b6fe2294 \
+    --hash=sha256:65840751b72fbfd82c3c640cff9284545342a4f1eb1586ad0636955b261b0b05 \
+    --hash=sha256:76d0819de158cd855d1cbb8fcafdf6f5cf1eb8e470abe056d5d161106e38062b \
+    --hash=sha256:7da7087d756b19037bc2c06edc6c170eeef3c3bafcb8f532ff17d64dc427adfd \
+    --hash=sha256:aabf5777b5c8ca26f7824cb4a120a740c9588ed58df9b2d196ce92fba42ff8dc \
+    --hash=sha256:b74557b16e390ec12dca509bce9264c3bbd128f8a2c376eaa68003d7f327276d \
+    --hash=sha256:bfea2a5f0b4d8d43adf9d7b8bf019fb46fdd10a2e5cde477fbcb9d1fa08c68e1 \
+    --hash=sha256:c007fe8a43d43b3969e8469004e9845944f1a80e6acd47c150856bb87f230c56 \
+    --hash=sha256:c23e27686783f60290e36827f9c626e63154b82b116d7fe9adba1fda36da706c \
+    --hash=sha256:d38548150c39b74aeeb0ce8ee1d8e82696f4a4e16ddc6de7b1d8823f7de4b9b5 \
+    --hash=sha256:e536c98a7626a98feb2d3eaf75944ef6f3dbee447e1f841eae16f2f0a72d8ddc \
+    --hash=sha256:e96cea19e34778f8d59fe40775a7a574d95816eb150850a85a7a4c8f4b94ac69 \
+    --hash=sha256:eceb81a8d74f9267ef4081e246ffd6d129da5d87e37a77c9bde550cb04870c1c \
+    --hash=sha256:ed2e99c456e3fadd05c991f8f437ef902e00eedf34320ba2b0842bd1c3ca3a75 \
+    --hash=sha256:f41a7489d32336dbf2199c8c0a215390a751c5b014c2c1c5366e817202e9cdf7
+    # via pydantic
+pydantic-settings==2.15.0 \
+    --hash=sha256:0ba092c291c94baceb5eff768aa0d56400a457585bc0175925a5a5510303da42 \
+    --hash=sha256:694b793e84f766ba76a90ebdefc01d0a9a045dab0382bee70393da93712ad117
+    # via mcp
+pydub==0.25.1 \
+    --hash=sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6 \
+    --hash=sha256:980a33ce9949cab2a569606b65674d748ecbca4f0796887fd6f46173a7b0d30f
+    # via gradio
+pygments==2.21.0 \
+    --hash=sha256:2363c69b61c4a97c838da3b130dcd6468f4848992b21a82f2a63ec34377137d9 \
+    --hash=sha256:610ca751c9bc2492b38eb9a38a7fbc93edbbb2d7182edaf34e66ae493dee5c8c
+    # via rich
+pyjwt==2.13.0 \
+    --hash=sha256:41571c89ca91598c79e8ef18a2d07367d4810fbbd6f637794879baf1b7703423 \
+    --hash=sha256:66adcc2aff09b3f1bbd95fc1e1577df8ac8723c978552fd43304c8a290ac5728
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   mcp
+pyparsing==3.3.2 \
+    --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \
+    --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc
+    # via matplotlib
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via
+    #   matplotlib
+    #   pandas
+python-docx==1.2.0 \
+    --hash=sha256:3fd478f3250fbbbfd3b94fe1e985955737c145627498896a8a6bf81f4baf66c7 \
+    --hash=sha256:7bc9d7b7d8a69c9c02ca09216118c86552704edc23bac179283f2e38f86220ce
+    # via dearmon-sat-act-learning-lab
+python-dotenv==1.2.3 \
+    --hash=sha256:904552145e8bfed22162c09dab1c2b9b54fefa7b23ba780f4f26ca0316b0f0d9 \
+    --hash=sha256:a20a594dabeaa385725aa239d5244871c143ecb356add8a20fcf23773a6c3a35
+    # via pydantic-settings
+python-multipart==0.0.32 \
+    --hash=sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e \
+    --hash=sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23
+    # via
+    #   gradio
+    #   mcp
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
+    # via
+    #   gradio
+    #   pandas
+pywin32==312 ; sys_platform == 'win32' \
+    --hash=sha256:6017c58e12f6809fbb0555b75df144c2922a9ffd18e4b9b5afa863b6c1a9d950 \
+    --hash=sha256:b457f6d628a47e8a7346ce22acb7e1a46a4a78b52e1d17e1af56871bd19a93bc \
+    --hash=sha256:dab4f65ac9c4e48400a2a0530c46c3c579cd5905ecd11b80692373915269208b
+    # via mcp
+pyyaml==6.0.3 \
+    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
+    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
+    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
+    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
+    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
+    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
+    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
+    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
+    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
+    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
+    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   gradio
+    #   huggingface-hub
+referencing==0.37.0 \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
+    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+requests==2.34.2 \
+    --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \
+    --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   spaces
+rich==15.0.0 \
+    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
+    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
+    # via typer
+rpds-py==2026.6.3 \
+    --hash=sha256:127565fead0a10943b282957bd5447804ff3160ad79f2ad2635e6d249e380680 \
+    --hash=sha256:1cebd1337c242e4ec2293e541f712b2da849b29f48f0c293684b71c0632625d4 \
+    --hash=sha256:22bffe6042b9bcb0822bcd1955ec00e245daf17b4344e4ed8e9551b976b63e96 \
+    --hash=sha256:270b293dae9058fc9fcedab50f13cebf46fb8ed1d1d54e0521a9da5d6b211975 \
+    --hash=sha256:2c958bf94822e9290a40aaf2a822d4bc5c88099093e3948ad6c571eca9272e5f \
+    --hash=sha256:2c99f7e8ccb3dd6e3e4bfeac657a7b208c9bac8075f4b078c02d7404c34107fa \
+    --hash=sha256:501f9f04a588d6a09179368c57071301445191767c64e4b52a6aa9871f1ef5ed \
+    --hash=sha256:538949e262e46caa31ac01bdb3c1e8f642622922cacbabbae6a8445d9dc33eaf \
+    --hash=sha256:55927d532399c2c646100ff7feb48eaa940ad70f42cd68e1328f3ded9f81ca24 \
+    --hash=sha256:58eadac9cd119677b60e1cf8ac4052f35949d71b8a9e5556efccbe82533cf22a \
+    --hash=sha256:62698275682bf121181861295c9181e789030a2d516071f5b8f3c23c170cd0fc \
+    --hash=sha256:7491ee23305ac3eb59e492b6945881f5cd77a6f731061a3f25b77fd40f9e99a4 \
+    --hash=sha256:a0811d33247c3d6128a3001d763f2aa056bb3425204335400ac54f89eec3a0d0 \
+    --hash=sha256:a214c993455f99a89aaeadc9b21241900037adc9d97203e374d75513c5911822 \
+    --hash=sha256:ecabd69db66de867690f9797f2f8fa27ba501bbc24540cbdbdc649cd15888ba6 \
+    --hash=sha256:f56f1695bc5c0871cbc33dc0130fcf503aab0c57dcc5a6700a4f49eba4f2652e
+    # via
+    #   jsonschema
+    #   referencing
+safehttpx==0.1.7 \
+    --hash=sha256:c4f4a162db6993464d7ca3d7cc4af0ffc6515a606dfd220b9f82c6945d869cde \
+    --hash=sha256:db201c0978c41eddb8bb480f3eee59dd67304fdd91646035e9d9a720049a9d23
+    # via gradio
+semantic-version==2.10.0 \
+    --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
+    --hash=sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177
+    # via gradio
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
+    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
+    # via typer
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+    # via python-dateutil
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
+    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
+    # via openai
+socksio==1.0.0 \
+    --hash=sha256:95dc1f15f9b34e8d7b16f06d74b8ccf48f609af32ab33c608d08761c5dcbb1f3 \
+    --hash=sha256:f88beb3da5b5c38b9890469de67d0cb0f9d494b78b106ca1845f96c10b91c4ac
+    # via dearmon-sat-act-learning-lab
+spaces==0.51.3 \
+    --hash=sha256:affe3e60a114f9d2cc8394526460f82acaac4351d5982e8741b36dace736f8ae \
+    --hash=sha256:e588ce6b4301c566139d84bafb1c30b555967ce4ee2792be659ee5643f0f7eb1
+    # via dearmon-sat-act-learning-lab
+sse-starlette==3.4.11 \
+    --hash=sha256:1bae716c02f3e6f294be41ff333220692dae7c3cbab077c900f159676719dade \
+    --hash=sha256:c7b2244bdff016fe7f64e10075e89a3e6bbf899649cc89b0fe884b5545042453
+    # via mcp
+starlette==1.6.0 \
+    --hash=sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c \
+    --hash=sha256:d4e3ac5e546444960c710297a3c9fc3f7ebae1b7e963f3d36173b49da535be9b
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   fastapi
+    #   gradio
+    #   mcp
+    #   sse-starlette
+sympy==1.14.0 \
+    --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+    # via dearmon-sat-act-learning-lab
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \
+    --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064
+    # via gradio
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
+    # via
+    #   huggingface-hub
+    #   openai
+truststore==0.10.4 ; sys_platform != 'emscripten' \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
+typer==0.27.2 \
+    --hash=sha256:269b7eb9d3c202ca84b4bc9618cb04ebb43d3d4d1e567e4c768607232c05f945 \
+    --hash=sha256:b3a5fc4342d5fc8fda8fc3010b1cf117e9249aab7fae800c2eff62fd3842d97d
+    # via
+    #   gradio
+    #   hf-gradio
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
+    # via
+    #   anyio
+    #   fastapi
+    #   gradio
+    #   gradio-client
+    #   httpx2
+    #   huggingface-hub
+    #   mcp
+    #   openai
+    #   pydantic
+    #   pydantic-core
+    #   python-docx
+    #   referencing
+    #   spaces
+    #   starlette
+    #   typing-inspection
+typing-inspection==0.4.4 \
+    --hash=sha256:547274fa6b0a561ccf549cc9524b999a578e737d015d8709d021f9d0d13bea47 \
+    --hash=sha256:65b8397ba37ccbce054456aaccddfc91e6e3083c92824df348d96ca832f3f147
+    # via
+    #   fastapi
+    #   mcp
+    #   pydantic
+    #   pydantic-settings
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
+    # via pandas
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+    # via requests
+uvicorn==0.41.0 \
+    --hash=sha256:09d11cf7008da33113824ee5a1c6422d89fbc2ff476540d69a34c87fab8b571a \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+    # via
+    #   dearmon-sat-act-learning-lab
+    #   gradio
+    #   mcp
+websockets==17.1 \
+    --hash=sha256:0c863507ada5805517ca6dff1c524dcd42942efe6304dacf06700878398d21a6 \
+    --hash=sha256:0de501b7f2db11e83739ac20e2d33d46da4604b829f506c24be80e7def069391 \
+    --hash=sha256:581fa678ef46f4277cc8491312468e582f8ad609dbab907ba6096a08c6a0ff98 \
+    --hash=sha256:5aefe78e6a3077fe22b5e64b04666a85a3eb8b934d40e8595a693adcbceb6f11 \
+    --hash=sha256:5f051f8030a51815dc00e24bd2e5f1435af095c1cc111d747ac6e2a3620d7641 \
+    --hash=sha256:617243e19a0992095956f406ee9cd3bc4ba92862d83cb1d83bb59ce574412bec \
+    --hash=sha256:655a8e28010f09fd6fa317e857afab3af7647f33e41dee88fa421e92086d1090 \
+    --hash=sha256:677014a073bcb1fbaa7e21144786864f16c08f856d66834f611eceb9006cbab8 \
+    --hash=sha256:76dd004f59115087c7b700474cb18f01325e37250032e19396c08ae41448e4b3 \
+    --hash=sha256:7e724f843fa6a0614aece65a7c73e51d0f4412ca41dccac13c3caf98e69536bb \
+    --hash=sha256:87f0d5e77548b0c40c8464cdb6108792e7e53f487c6400028a4ec28a8afbe5ab \
+    --hash=sha256:882af300d2c6a092b93767d5de03c7bb56dfb06314140c8e872d3f48e09f7b74 \
+    --hash=sha256:9f4a08ff7cb68c27b18e09223cc6304e01d0f82d5a240d251266dfd2e6e44729 \
+    --hash=sha256:acfea4c20bf54384883ea33b1240fc1db4f52e190823a4e2b334bc3e8bfca96a \
+    --hash=sha256:ccbf3f4a9890d50b3a08ee04029fde30a03bfdeffaa19977628bf17251764e60 \
+    --hash=sha256:d41ef69d5416fbc1d98cf96c37be6192d10fd101c3e0f8b3ddc36e09432b3c08 \
+    --hash=sha256:dc2b79afc074d2f3e64b26539350f697fe1b85ea1c49ea24eb588f247b053ce1 \
+    --hash=sha256:e4bd7eacb87d8cf3ed70d6392c770a0d92441f05d7d2a3efafb5bc171d5e3067 \
+    --hash=sha256:eec113a5b41d124ef42ff56b0d74a6da3fd986400038eab9e58ee42a4024e837 \
+    --hash=sha256:f221081107b8c48184d99f7019604486376e7ef826037e70aad6b02540732c23 \
+    --hash=sha256:f62114a54117e4948a1e414e89521f7fe1e3c2f83f2a571a06a4fc6718b0900a \
+    --hash=sha256:f64e001bb7fa89b9f32cfa600bf8e9ac8ca26759d9b92ae01453ee303d9cd7b4
+    # via dearmon-sat-act-learning-lab

release_manifest.json

@@ -1,12 +1,12 @@
 {
-  "built_utc": "2026-09-08T00:57:08+00:00",
+  "built_utc": "2026-09-08T02:14:05+00:00",
   "database_name": "dearmon-sat-act-learning-lab",
-  "encrypted_payload_sha256": "d05b5f7dc3f04a060dfca5579199f99469d4e41c79784794f0ccb42f23ed005c",
+  "encrypted_payload_sha256": "0e25867f7b2fcb2a4a9b00e5e9476008b017c4f2c0161baee9b6f5a46c856ba4",
   "entry_module": "sat_act_lab.app_main",
-  "fernet_secret_name": "SAT_ACT_APP_FERNET_V1_7_0_5047BDC914D0_431E91CA28D4",
-  "key_fingerprint_sha256_prefix": "431E91CA28D4",
+  "fernet_secret_name": "SAT_ACT_APP_FERNET_V1_7_0_HFBUILD1_5047BDC914D0_F4B417845819",
+  "key_fingerprint_sha256_prefix": "F4B417845819",
   "plaintext_archive_sha256": "5047bdc914d0301005dba1d9e7c58bb4d1da4ceb38e04a85fb0b3bfa1b3c970e",
-  "release_version": "1.7.0",
+  "release_version": "1.7.0+hfbuild1",
   "schema_namespace": "sat_act_learning_lab_v1",
   "schema_version": "dearmon-sat-act-release-v1",
   "source_members": {
@@ -233,24 +233,28 @@
       "sha256": "3b1fdd8eb2e17dc4edae8387f1bc9a18a8072a8d6fae3a71041f00f0b9b04103"
     },
     "DEPLOYMENT_NOTES.md": {
-      "bytes": 18202,
-      "sha256": "eaefe2ae2454e8c04a8911c31b17e1d2af485eeba85c74e9f77260156e313edb"
+      "bytes": 18256,
+      "sha256": "ffe5c2ebbb30ac3be762453cfa2437a280d8b8d0a8e681f56af91146c85b1083"
     },
     "README.md": {
-      "bytes": 15288,
-      "sha256": "2c8bdf637d6ae44f83e09d578f72a880b252721d0fa4bc5ed21538cfacf5c0af"
+      "bytes": 15342,
+      "sha256": "e5452830ecc64ad122d7b99caa501a4ee3a118414afcedd606614d5044ba9d5c"
     },
     "THIRD_PARTY_NOTICES.md": {
       "bytes": 73850,
       "sha256": "288997d5002f0932271a0a7173a2cf074f63e3c2ad0cd9195a6c32e4c29e452b"
     },
     "app.py": {
-      "bytes": 1999160,
-      "sha256": "2a1af44d2ea527836856e229a2c7f52711e4356fee0a24a860134761283ee6be"
+      "bytes": 1999214,
+      "sha256": "1168b49a9feeade7d527876a50fd15eefae304fa12898ff81aee61ed6dbc1548"
+    },
+    "pre-requirements.txt": {
+      "bytes": 44842,
+      "sha256": "71e05572dd3968cb024bdcbaeb29939e9c125b56c6d77c3ec6e1cbf64b201414"
     },
     "requirements.txt": {
-      "bytes": 38391,
-      "sha256": "b3c6a1bea8501441e75ee74f5ddd59e07727cf70a55c2cda6c6cce91ae6e3d68"
+      "bytes": 2120,
+      "sha256": "6749b265b6c6e7ac669b9b98e1fd7cd364465a8a4f85357aefebb8d59e9432c9"
     },
     "runtime.txt": {
       "bytes": 15,

requirements.txt

@@ -1,644 +1,95 @@
-# This file was autogenerated by uv via the following command:
-#    uv export --locked --no-dev --no-emit-project --format requirements-txt --output-file release/requirements.lock.txt
-annotated-doc==0.0.5 \
-    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
-    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
-    # via
-    #   fastapi
-    #   typer
-annotated-types==0.8.0 \
-    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
-    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
-    # via pydantic
-anyio==4.14.2 \
-    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
-    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
-    # via
-    #   gradio
-    #   httpx
-    #   httpx2
-    #   openai
-    #   starlette
-authlib==1.8.0 \
-    --hash=sha256:88aebbd9af6757e14e912d5dc007ae1dc1f3e27e3b2152ce7c552ee2c3b3c121 \
-    --hash=sha256:f3ecd5f1da737262fb53bf1a4d95c4ea1ad9dd509316587a255c99ab1838a4f0
-    # via dearmon-sat-act-learning-lab
-brotli==1.2.0 \
-    --hash=sha256:072e7624b1fc4d601036ab3f4f27942ef772887e876beff0301d261210bca97f \
-    --hash=sha256:260d3692396e1895c5034f204f0db022c056f9e2ac841593a4cf9426e2a3faca \
-    --hash=sha256:35d382625778834a7f3061b15423919aa03e4f5da34ac8e02c074e4b75ab4f84 \
-    --hash=sha256:7a47ce5c2288702e09dc22a44d0ee6152f2c7eda97b3c8482d826a1f3cfc7da7 \
-    --hash=sha256:7a61c06b334bd99bc5ae84f1eeb36bfe01400264b3c352f968c6e30a10f9d08b \
-    --hash=sha256:acec55bb7c90f1dfc476126f9711a8e81c9af7fb617409a9ee2953115343f08d \
-    --hash=sha256:adedc4a67e15327dfdd04884873c6d5a01d3e3b6f61406f99b1ed4865a2f6d28 \
-    --hash=sha256:af43b8711a8264bb4e7d6d9a6d004c3a2019c04c01127a868709ec29962b6036 \
-    --hash=sha256:b35c13ce241abdd44cb8ca70683f20c0c079728a36a996297adb5334adfc1c44 \
-    --hash=sha256:e310f77e41941c13340a95976fe66a8a95b01e783d430eeaf7a2f87e0a57dd0a \
-    --hash=sha256:e99befa0b48f3cd293dafeacdd0d191804d105d279e0b387a32054c1180f3161
-    # via gradio
-certifi==2026.7.22 \
-    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
-    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
-    # via
-    #   httpcore
-    #   httpx
-    #   requests
-cffi==2.1.1 ; platform_python_implementation != 'PyPy' \
-    --hash=sha256:046bfc24911b37851ee1b51aab8bffe713d89c68c6a057b09484ce9fd5f69b4e \
-    --hash=sha256:208f941bb9d18e768138677f0a6d2ce01f590df56043dda1df1535ac57c88517 \
-    --hash=sha256:210019b6c7cf07f081b4c54635c8cf744377001350e29cc0f81c4377b4797735 \
-    --hash=sha256:3143d81e29e1e20a9ce10901ec369012947876596f75a222235965f2b7ae832e \
-    --hash=sha256:4a7c934f7360e8cd64fe9efadcbd10c7c6364f531e432b9a4bf5ccbc9e0e8b50 \
-    --hash=sha256:68e62fe11f30d5ca8289242866f0a5291402d8529ca2178ab8afc5c9694ae890 \
-    --hash=sha256:7bde5e4cc5c10140859842b9d383af292b22639a4dffb725314baf45968cef80 \
-    --hash=sha256:811bd1e21d32de12efca32393a0ab3f5133b54fce9bd44b8bd77ab07da14bf6a \
-    --hash=sha256:c1453022f490d2459a11819d83ad1d586e9ff65a12ac3e705ffebd46d3685dcf \
-    --hash=sha256:c8c69575568085ba0b1b10c0249d779a214aea6f6522e949a0fc9fb0fcb449d0 \
-    --hash=sha256:dd31f52ea1086513bb9df30f8fcee9b8918323ae067a3d5b78bc826a000712be \
-    --hash=sha256:f53e442b08449d42821fa4a4fba000095af9f62742a500f978a9f557ec44339a \
-    --hash=sha256:f81b3b8f3d4e343550fa4baa0e479bba9f2d29ce9c2e9b51d1ce1718d7442fcf
-    # via cryptography
-charset-normalizer==3.5.1 \
-    --hash=sha256:1d1c7a53a6c2103925cdd6d7229f8c567379f211c869793df679f2e9f738c369 \
-    --hash=sha256:2f293479cce755c75f1697e87c409b7ae4c555c7dfecb6e988ad13abba943031 \
-    --hash=sha256:343fb4f2821043bd87095f7b08a1a181febc8e36ac64212143bbfd0a0e1bc235 \
-    --hash=sha256:3588e376b3ea2eea84976f67273d679f229e24c66dce7b82ae45aef04ff6e072 \
-    --hash=sha256:36047af20e17097c3bb9476c2b7655f2f7aa51322c0ba58c07695bedf755a950 \
-    --hash=sha256:3617ac3cfd8b9888f145ad89dd6e692285834b0201c6074a5eeaad3fd4d668c2 \
-    --hash=sha256:41876ee62a3dddf48ff1121ad8f0798032aa03f2fd35f21f34a4cab14f18d8d2 \
-    --hash=sha256:4582c27e8c889d64811987b5967fbd3ae0c823fe1fd933b543d55ac20bb475fa \
-    --hash=sha256:4abdc5f9ad448c1ecbfae2974b820535d6bc6e7eef63babbab3d81cf46968c71 \
-    --hash=sha256:4b599739b93b2cbeded49645ae3c8d1405c29ddfbceac1545c87a3f9580a9e96 \
-    --hash=sha256:4c4fb141a727957c93edfe5c32a26ceb6b5f6461d67146e2d39f51e16170bea8 \
-    --hash=sha256:5b6d1386bf0096d26d3a863dc0a487a5b4eb9aa93cf5ba69683d29dde6b9d60f \
-    --hash=sha256:5d8531a6569d025f68e2321e7638fb7978f23db58e5f69f56913837aae03816e \
-    --hash=sha256:6117b84ea48435e5356dc737f5121485c30920ba43375fa7b434fd753df0eac3 \
-    --hash=sha256:6df0ec430f9a831772c23ca5a224cba36517a58a84bb32c32bb59a9fa67c47f6 \
-    --hash=sha256:70055ff39b97c99e7ae40ea3e393fb62aa2e44dbd9b29f8d14f42fb0025c3959 \
-    --hash=sha256:7235dc28fc6dd9d832ac7c7bce95367dedb85929f17368a0c2bee1e080b9acbf \
-    --hash=sha256:7c0c10730342b0c9b35dd1d619beb8214e520bd96a1f870f452680b238aab3e0 \
-    --hash=sha256:87e4f41d375c0b9be2fb5251aee4b8a689169e134535aed81bf085c3b647451e \
-    --hash=sha256:88e85ab89cb822c1e635f51d6d32e488f94e002e70e2f492bdb8b945543f345a \
-    --hash=sha256:96fef3e886d6a9874b14f27fc193fbdc69d5d8035783d86aa4e1cea594e695f9 \
-    --hash=sha256:a2028475ba855475b8b4d3cfeb4994269c967aea8b9892dfba907f4263a863a3 \
-    --hash=sha256:a6dac12ff6b846103483683f60c5f8fee205121adc58ffd87e90a90a3af69e99 \
-    --hash=sha256:aae2ee51122d3ae968a3837d97dc24a0aeebb0dea23694422cd172bd30017cd6 \
-    --hash=sha256:ae4a097991662cd4fff0ddc74e0fe7874f82e00042fa0ea00855645ed0c79598 \
-    --hash=sha256:b39b69b347e5e47a3b5b8cfc005c68c1ba347474e3960236c4944a8ecd174962 \
-    --hash=sha256:b9af956078716df40d985fb0dfeb2c2120c5ca92ba4ff4b388acfd01cdc14d08 \
-    --hash=sha256:ba501e667c17d8411f98e67a022d9604ef179aff0e459b7e292c796837c13573 \
-    --hash=sha256:cee5dd7c6fb5dd52a0fe2a740f9bc6e3593f5f8b1788bde49de02086f30182b2 \
-    --hash=sha256:cfa1c0cc3a8f9f53f1243a5a99ac36fd003880199383b37672e86ddda9cb07e2 \
-    --hash=sha256:dd732602a7009217f658d5863d12d79d373a4de0eebc111094bcdd3bb8e0a6cc \
-    --hash=sha256:e199fb99720074809a7720f1c0b4d919eea8b87e88713e0f8f602f7bef543d9d \
-    --hash=sha256:e6621fb2a4988d6e53eedc455e5903e2679f3967b8acb3d639f1b63c14a2e893 \
-    --hash=sha256:f9f8405c2c758532c74fed975dbee57be1f31a6e865c031870c79a6ed3212ada
-    # via requests
-click==8.5.0 \
-    --hash=sha256:255bc9599cf7748b4b1a446ccc735421bd08a2ae529a8b88597d3de5664ee360 \
-    --hash=sha256:ba0d2089de75ea0310e2dde03160e6ca10009947fb95a182f9b54021bb272e34
-    # via
-    #   huggingface-hub
-    #   uvicorn
-colorama==0.4.6 ; sys_platform == 'win32' \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   tqdm
-    #   typer
-contourpy==1.3.3 \
-    --hash=sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69 \
-    --hash=sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc \
-    --hash=sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880 \
-    --hash=sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7 \
-    --hash=sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411 \
-    --hash=sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1 \
-    --hash=sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6 \
-    --hash=sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea \
-    --hash=sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b \
-    --hash=sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7 \
-    --hash=sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb \
-    --hash=sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8
-    # via matplotlib
-cryptography==50.0.1 \
-    --hash=sha256:01f41478cf33fc605a6a089cd56d28b45c6c0b45a1928b61797f2621a04bac71 \
-    --hash=sha256:05ba322c4da95b262a212c345af888ef2c37c88c0509756ea00a0e6d68850f23 \
-    --hash=sha256:2a93d05e34d5f67fba6f891fe85d929999baa7195e853923ea6d7576c9e68c5e \
-    --hash=sha256:2b34d76a652ea2b6faf777c35df230c5637842cd904e04f16230c3f9f03e4361 \
-    --hash=sha256:2ebbfb0f1fed745e91796e3e1080a1440423fdae8ece1b995a1d80883a409054 \
-    --hash=sha256:359e62deae718bce96170e223fdcb6357e4fbd3bb7a3a75f4430763532560e49 \
-    --hash=sha256:407fe2b6db00939c05c0e945e9914238f2f0a430974839429dafc82b1ee6bee5 \
-    --hash=sha256:4c4188f7c0cf655be5c06342b817ed0f9595b69ffa2b12026e5353eed29dea88 \
-    --hash=sha256:51593d180cf6d179bde5c5d065bed81386b1f381656ae7d042b7ffc87a9895ad \
-    --hash=sha256:51afcfceb15597cf2635068e4ac9a56b2abde622edde17f37d85fd7b5306497a \
-    --hash=sha256:53e279950892dc102c6b4e52af03ae5ea92fac572a1ddab78ca73a997f62b69f \
-    --hash=sha256:55d16b1ef3ee0958d893a977b19777887e546c9954ea81b200c3301a864013f2 \
-    --hash=sha256:5dd9bda1c12b4162f6ff568eeb5e0ff956c28d14406e875cfe8a63a2d414ff20 \
-    --hash=sha256:5fe002589592ed749ce77fe0695fcbd3500dd61d7d6db5858a7544c612fa8e45 \
-    --hash=sha256:76de83fbd91ac49c0feaaa983d0748fd7a53176afac5fb3bf7478d244f0eb527 \
-    --hash=sha256:9dde0a357190eb3b1da1bb9ab750e9c85cba82ca5977aa0836cbb94e92611239 \
-    --hash=sha256:9ebcdd5519be9b652a46f507817a74591774fc3d6923ac364e4dfa64e36b291b \
-    --hash=sha256:aed8db4f6d71c51efb89530e12d9464e7bf2923d46c3205dc794a2a93f8c0648 \
-    --hash=sha256:b8f852c65863251b9e3a1b8c150ce21e59b522dbb6a7d4bc80e680d38388e986 \
-    --hash=sha256:be224a65493ec5b74a158ff22a5522ce4a5ca1e543c647a3a4730d4a09e5f959 \
-    --hash=sha256:ca83d00d9e69cd5eb63f2e69c3a5a59e0cecae5ae14c6ae0b35830fe3b37bad0 \
-    --hash=sha256:e22dfed744bd4002e909464cb23d2f0b05c6f3113a79ef2e9864a53db737c733 \
-    --hash=sha256:e2ca8fd1b6b4b82a1c4cb02841d0837e3c12336c2e24b520ab8ab3b969733d8f \
-    --hash=sha256:e74591e283fe6eb956416c929eb58262a719fe0311fd9054c62c3350ed8760d8 \
-    --hash=sha256:fc3ed7ebd2a8c96f5b166de0ab9b624996bef3b07bbeb19364dfb78222c22c80 \
-    --hash=sha256:fd3718b960d0b5dd213cdf03f3bcb7000e69dda0de8b956061947ff6bcff5558 \
-    --hash=sha256:ff838d62ec1bfce4f9ba7fa16f4a7b554cd8d0c299e6be37502161a660c84eef
-    # via
-    #   authlib
-    #   dearmon-sat-act-learning-lab
-    #   joserfc
-    #   pyjwt
-cycler==0.12.1 \
-    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
-    --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
-    # via matplotlib
-distro==1.9.0 \
-    --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \
-    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
-    # via openai
-fastapi==0.141.1 \
-    --hash=sha256:bfb91aa2d334c61cb35ba9a116fc123b3d3df31640b801cf57a7a78ec3f603b3 \
-    --hash=sha256:e8822fc40db1e1858054d7a949a888695bc9bdce70139178e33bd2871a453ca1
-    # via
-    #   dearmon-sat-act-learning-lab
-    #   gradio
-filelock==3.32.4 \
-    --hash=sha256:22e58ca3b1ae3b98993b762d7338367ae64fe50252bf78d59da3bfebcdf1cedd \
-    --hash=sha256:2bde2e4cf732e0153406d8a7bc80620ecf5e621fe0d25e41143c4e3b4733ff30
-    # via huggingface-hub
-fonttools==4.64.0 \
-    --hash=sha256:06b6409b868494556a831ae33b2d9a090476c37516b38d70f45a9720b460d423 \
-    --hash=sha256:4a05783ff54ce4c7a28f18e5772efdf63c219374bd9ffc55452182e1cef8be60 \
-    --hash=sha256:66a83f93579fb3493e458c4449d1d566a7b2a1c7b19915cd0fa3c9b8b5a8540b \
-    --hash=sha256:6786bed88581e19bc4f28ea7a64ad531e8f54acf50327fddca942688824a60bd \
-    --hash=sha256:9ecb2b206b5b2386f6968721a0770226b66bdd54adc4279bfff3ddf62873eed8 \
-    --hash=sha256:a8c631303bb1fd7be3067c47536a30ff1fcb4846d6008c112bc52a03f7cd6965 \
-    --hash=sha256:b2763e452b025ee8e990f0462e76052de9bb094ebc21d296f62c6dfe958886b4 \
-    --hash=sha256:cf67f96dc0bfe9607f5f2b734cedfbe2f6f995231adee4ccefa12872044d452d \
-    --hash=sha256:da4c9bdeaf6b06c12d13d0addfc8ef15aa9695d26574a6dc10751258bef72f30 \
-    --hash=sha256:ecb2e59a7bc692fee64dda6010deb66222335693b30046f15cccf81233aa715f
-    # via matplotlib
-fsspec==2026.7.0 \
-    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279 \
-    --hash=sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88
-    # via
-    #   gradio-client
-    #   huggingface-hub
-gradio==6.24.0 \
-    --hash=sha256:0a7c97c07ef0facecb86d776c73c0124b3f9803a828e09ea1737ad12219cabb5 \
-    --hash=sha256:2072be0c0803da1859f918a45dc568fafc7b0eebd581943bee8acc78f752e166
-    # via dearmon-sat-act-learning-lab
-gradio-client==2.6.0 \
-    --hash=sha256:4493a6425560dd23d1eb5427a13290819135c664c5ed9f184eb517b1ea263291 \
-    --hash=sha256:e648110efa31347bb8b1abda150a7a975b40a9658fdd8562803e2ad6a300d033
-    # via
-    #   dearmon-sat-act-learning-lab
-    #   gradio
-    #   hf-gradio
-groovy==0.1.2 \
-    --hash=sha256:25c1dc09b3f9d7e292458aa762c6beb96ea037071bf5e917fc81fb78d2231083 \
-    --hash=sha256:7f7975bab18c729a257a8b1ae9dcd70b7cafb1720481beae47719af57c35fa64
-    # via gradio
-h11==0.16.0 \
-    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
-    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-    # via
-    #   httpcore
-    #   httpcore2
-    #   uvicorn
-hf-gradio==0.4.1 \
-    --hash=sha256:76b8cb8be6abe62d74c1ad2d35b42f0629db89aa9e1a8d033cecfe7c856eeab3 \
-    --hash=sha256:a017d942618f0d495a58ee4563047fa04bef614c00e0cb789a9a6d0633cffa7b
-    # via gradio
-hf-xet==1.6.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \
-    --hash=sha256:0e6e21fa3cdfcdcd76748564bf593870a5e013f47d97cf10aed63aa222cff5b7 \
-    --hash=sha256:2e58454a340b3556dfa4972d5451aff4fba8dd42a236600ba1a1d2b1514f0fef \
-    --hash=sha256:3dc3e35441ba395006af5aaacc40ef2e603c51ef46c3530b9156185f00935ea3 \
-    --hash=sha256:4fc74352a17015bd0ee90038bc9efe38db894cde45f268b6712b04fce8cd0acb \
-    --hash=sha256:633dc0cd71d32da58ab8c03ad38e2fac452c15c2b0a2866ebf6ededfe0a5061d \
-    --hash=sha256:8fb4f71cba6129110c3374a33f919001ff130488fc23553698e34cc1c2a1198c \
-    --hash=sha256:d62671bb130879cef0ee4c9ebe47a14af6c66ec53e6d84dc15936e5ffdfac82f \
-    --hash=sha256:f0906082d9932ae0c0057fa194041c22b4e2cdb46b2592ef3b91f020d62a081a \
-    --hash=sha256:fb4fadde1b2b70bf4c0c14a6dccbe7194b1c28947fefd5bbe3fed9d940676c3b
-    # via huggingface-hub
-httpcore==1.0.9 \
-    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
-    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
-    # via httpx
-httpcore2==2.12.0 ; sys_platform != 'emscripten' \
-    --hash=sha256:7e04258ce01013d7d615e5b910a3b27fac937d7a95038227e79652b4ba3b4ceb \
-    --hash=sha256:9293522bba0aa7c4c8e9e3f040c16575bd8868e155a77fa30c7a9085a5eae648
-    # via httpx2
-httpx==0.28.1 \
-    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
-    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   gradio
-    #   gradio-client
-    #   huggingface-hub
-    #   openai
-    #   safehttpx
-httpx2==2.12.0 \
-    --hash=sha256:7631fe9887a8a2275f4a2540e053aa670fcc50742864a9ae7c66e609fdcf12cf \
-    --hash=sha256:cc8b6eecb8661c146b8f89a60e97456ee086e91a784ed31ac450c3a9e613dd36
-    # via dearmon-sat-act-learning-lab
-httpx2-jsfetch==1.0 ; sys_platform == 'emscripten' \
-    --hash=sha256:70a0e3eabfef7cce5ad9c629f7d01ca05e418f586646f4ddf14782e4c1454c60 \
-    --hash=sha256:cb916b707601e69a07721aabc8f3f6659be3a6893bc1ff5c6f9e02241df2da32
-    # via httpx2
-huggingface-hub==1.27.0 \
-    --hash=sha256:7df6827c2f956c60fbaa64646e979e566db76f619dd0a9729dfb8c5a3eb4f68d \
-    --hash=sha256:c1fed40ea82a6b41b477f5243546549b792ae0a93abcea608cff66089bf8f8df
-    # via
-    #   dearmon-sat-act-learning-lab
-    #   gradio
-    #   gradio-client
-idna==3.19 \
-    --hash=sha256:5e0811a4383b21dc5838069f801c4fb62113b7447663d2530d2bd6e77b49bf15 \
-    --hash=sha256:815e7be7a7806d54abb586dc943addc79e8b2ee16915059658cbeff4b1b43bf4
-    # via
-    #   anyio
-    #   httpx
-    #   httpx2
-    #   requests
-jinja2==3.1.6 \
-    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
-    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-    # via
-    #   dearmon-sat-act-learning-lab
-    #   gradio
-jiter==0.16.0 \
-    --hash=sha256:0df91907609837f33341b8e6fe73b95991fdaa57caf1a0fbd343dffe826f386f \
-    --hash=sha256:1878349266f8ee36ecb1375cc5ba2f115f35fd9f0a1a4119e725e379126647f7 \
-    --hash=sha256:2ed5738ae4af18271a51a528b8811b0cbfa4a1858de9d83359e4169855d6a331 \
-    --hash=sha256:3a23f0e4f957e1be65752d2dfac9a5a06b1917af8dc85deb639c3b9d02e31290 \
-    --hash=sha256:44d019fa8cdaf89bf29c71b39e3712143fdd0ac76725c6ef954f9957a5ea8730 \
-    --hash=sha256:46add52f4ad47a08bfb1219f3e673da972191489a33016edefdb5ea55bfa8c48 \
-    --hash=sha256:51d7b836acb0108d7c77df1742332cac2a1fa04a74d6dacec46e7091f0e91274 \
-    --hash=sha256:561926e0573ffe4a32498420a76d64b16c513e1ab413b9d28158a8764ac701e5 \
-    --hash=sha256:5af7780e4a26bd7d0d989592bf9ef12ebf806b74ab709223ecca37c749872ea9 \
-    --hash=sha256:64d613743df53199b1aa256a7d328340da6d7078aac7705a7db9d7a791e9cfd2 \
-    --hash=sha256:67c3bc1760f8c99d805dcab4e644027142a53b1d5d861f18780ebdbd5d40b72a \
-    --hash=sha256:7b24c3492c5f4f84a37946ad9cf504910cf6a782d6a4e0689b6673c5894b4a1c \
-    --hash=sha256:96e38eea538c8ddf853a35727c7be0741c76c13f04148ac5c116222f50ece3b3 \
-    --hash=sha256:9c8a956fd72c2cf1e730d01ea080341f13aa0a97a4a33b51abebe725b7ae9ca9 \
-    --hash=sha256:c22a488f7b9218e245a0025a9ba6b100e2e54700831cf4cf16833a27fba3ad01 \
-    --hash=sha256:d284fb8d94d5855d60c44fefcab4bf966f1da6fada73992b01f6f0c9bc0c6702 \
-    --hash=sha256:d5bf78d0e05e45cfdd66558893938d59afe3d1b1a824a202039b20e607d25a72 \
-    --hash=sha256:f17d61a28b4b3e0e3e2ba98490c70501403b4d196f78732439160e7fd3678127 \
-    --hash=sha256:f4444a83f946605990c98f625cdd3d2725bfb818158760c5748c653170a20e0e
-    # via openai
-joserfc==1.7.5 \
-    --hash=sha256:add2c2c84e8373b084d526a8b53daba5d7a513a118cd2dcd9fc9f979d0922159 \
-    --hash=sha256:d5ff536e658e17664f8c1b1ab60dc4aa62aa973fcef1edd33cc44bda45d6f5ea
-    # via authlib
-kiwisolver==1.5.1 \
-    --hash=sha256:06a6917674de9e0fe3f66f5430787f59a9f2ddb64af9b714eaec547e29ef5c19 \
-    --hash=sha256:072bdb15a3c19a5b5dbc8f8fb1f4e1884bf4f3507eeb4cc6334401274d37a5c0 \
-    --hash=sha256:0ebdef3eae5336568147c39a55be6a2036ffde53faa9ca2d978989ae7c2da12c \
-    --hash=sha256:1209042a623ddfda5497e4066c7b77651dde8e1d3a9dd97599dc7e97f3b9b78c \
-    --hash=sha256:1798e83840c3f627246104c4d8a9639c60fa068adf9ce92b61791781fa8a68c1 \
-    --hash=sha256:2551cf9917af48ee7c4b29cc82320489508cf96fd26a51f6fc124de661cd44c7 \
-    --hash=sha256:26e8268480be5061d509e29669d59103c067a26377a56491630ece11762e3858 \
-    --hash=sha256:34633ecf50d16187ab8e5528b7a2530f2feb4e23f300db4672538b51cfc5cd38 \
-    --hash=sha256:38f6e0deb4d0a4615efe0c4efc5990b06ae450ab50a0b321c0b078b6d238c083 \
-    --hash=sha256:482676e5bd48d70ac99d9fc78863469845421e01184fa83f1f9366dc49f7e974 \
-    --hash=sha256:63fb7294b768f444eb4b068965f2662f28c2fd4161e23bd60fcf3ff27b74c046 \
-    --hash=sha256:6a797a1cefc8b9c93170db580337e1fe3d011ad18b1299943231279406342048 \
-    --hash=sha256:a5a00665d1a0e26763a7338d7e911d4598fbc1d50dd0d6b7919b7dc6c5d6569f \
-    --hash=sha256:ad8b9671348d7c8716715652ae11f85ed0eb99e265a2df2ca490577d69860b2c \
-    --hash=sha256:b03af77d77e50edba2030fd5f7c352ff209314b09030a3cba7c14edf9a09a444 \
-    --hash=sha256:bfd1de989b3330420e29de39352f5c049905c9e3ee67233a50d550e3d652c148 \
-    --hash=sha256:d27c2123977cb9269c30a49ba45f03a4323017ef693e19db4ec9dbe1299a3002 \
-    --hash=sha256:d79308fa689fac89cbcfbd4dbfc80b5f95c54c5a7fd4d194be221f9d33d026e6 \
-    --hash=sha256:f1303ef2eec81262a4b708c3e858afe58d7c75ad91c1c05266eda7673369859a
-    # via matplotlib
-libsql==0.1.11 \
-    --hash=sha256:101b6e60f5333434b3e6107bfe2cf24cd5d1317286ad262cb6489941abde77d4 \
-    --hash=sha256:28dbc0165942c57d0dcfe0115eb4fde13f52929ce18e59a59e826ac77b647e11 \
-    --hash=sha256:74fde15d0cdc930da3b88a0cfcf9d7c9cafea945974d48d09394e574939f77b1 \
-    --hash=sha256:a9d7340f762ea6db8cdcc0345b1666a77cbaf313c28c7c6738533fc5844e8f54 \
-    --hash=sha256:c8c00c5e4d0906ff682ab3cad8473ef36aaa34080bcc553a2e636a73e79d9c2b
-    # via dearmon-sat-act-learning-lab
-lxml==6.1.3 \
-    --hash=sha256:0c0710ac085a157b593c38fbcacd950f15c4afa8e2057527185875ab302752bc \
-    --hash=sha256:1aeca87830c4fe649dcf93fe2b059525b71c72587f21be4ae4af7103082a79fa \
-    --hash=sha256:21402998e4b78e7cce237d2788841aaa21ac9a4d1574d04dc2d12ee41ae807b5 \
-    --hash=sha256:379f8a75cf6eb7eef0af074b55f49ab73b868388a98de14646abcdfa4564bb11 \
-    --hash=sha256:38fc4e4e4e084e0bd491949482527d406788045c546d4f8789e93fc527b91385 \
-    --hash=sha256:3e42265103fb385d8642a78672edf376c6f7e1d3598a7a4f9cb1278f2f6b5f6f \
-    --hash=sha256:3e9a00d1c2c30936f7add097c41afc5da6556c580909104aafd382cac92a855c \
-    --hash=sha256:45222d94ddd511536f3b2f7d9deae3b2339b4ce0f075f1ca25703b07cad9dd21 \
-    --hash=sha256:48542c9acba9ff9450bd18d871d2c2c8787fdb283572b623d206f1b927cd7d9e \
-    --hash=sha256:5609efdb0d3c95499c00046bc53648b3482ec2175b5503d6e611b3f0555dc71d \
-    --hash=sha256:623c8799c17128753c65699f1c3aa32402657393a9ad6db09ed8b98ddf76611d \
-    --hash=sha256:909f4e927bb051f7740d6367285fc60cdcfdaf0258c2dba4ff5ba7eadadc250c \
-    --hash=sha256:97ce49699d87ebf8aad631b55d65b33219a4f1bfefbbf5bff19dc9af160aeaf9 \
-    --hash=sha256:a5c18810318303ce9afb3f95e2ddb54834f96fa699a8600433fd5a93dcf44c56 \
-    --hash=sha256:b37772102d44bb6628186accca3a121b1fa3a6b3d97518a8c29a5229ca4c0d0a \
-    --hash=sha256:b3ff39654f0ce6ebd4db154211136dbe7e8157bcc3bed2344c87f32c7c6ecb6c \
-    --hash=sha256:c55e71a9b1db1f107efb60da49c093689b74c5c31a708e5379e2fd9439d4fbb5 \
-    --hash=sha256:ddcf547bea2aee967d6a77779376a45e77e610e8465147a1f3d7e20d539d6e32 \
-    --hash=sha256:f683dc6300317700025e41d89a43e0276692ded16113a3c43eab704d605c58e5
-    # via python-docx
-markdown-it-py==4.2.0 \
-    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
-    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
-    # via rich
-markupsafe==3.0.3 \
-    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
-    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
-    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
-    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
-    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
-    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
-    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
-    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
-    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
-    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
-    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
-    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d
-    # via
-    #   gradio
-    #   jinja2
-matplotlib==3.10.8 \
-    --hash=sha256:2299372c19d56bcd35cf05a2738308758d32b9eaed2371898d8f5bd33f084aa3 \
-    --hash=sha256:24d50994d8c5816ddc35411e50a86ab05f575e2530c02752e02538122613371f \
-    --hash=sha256:3ab4aabc72de4ff77b3ec33a6d78a68227bf1123465887f9905ba79184a1cc04 \
-    --hash=sha256:3c624e43ed56313651bc18a47f838b60d7b8032ed348911c54906b130b20071b \
-    --hash=sha256:64fcc24778ca0404ce0cb7b6b77ae1f4c7231cdd60e6778f999ee05cbd581b9a \
-    --hash=sha256:99eefd13c0dc3b3c1b4d561c1169e65fe47aab7b8158754d7c084088e2329466 \
-    --hash=sha256:b9a5ca4ac220a0cdd1ba6bcba3608547117d30468fefce49bb26f55c1a3d5c58 \
-    --hash=sha256:dd80ecb295460a5d9d260df63c43f4afbdd832d725a531f008dad1664f458adf
-    # via dearmon-sat-act-learning-lab
-mdurl==0.1.2 \
-    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
-    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
-    # via markdown-it-py
-mpmath==1.3.0 \
-    --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \
-    --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
-    # via sympy
-numpy==2.5.2 \
-    --hash=sha256:14e373cfc6387177e8409dac3c7159be8eb05cd77096cd7c950268b86f62831c \
-    --hash=sha256:27650bb0e7140fa3d37b9923b4803645e0b125d190f326eecfd3f4dad8e8ade1 \
-    --hash=sha256:28ac63476ec7651484215ee7fa15a1f78b57c14621f01e392afe17b9a1390ce4 \
-    --hash=sha256:3cdec01fa790a186d430433fdd4d4ffb70eed6f0eeb4bf05c8dbe2dce0a9bcb8 \
-    --hash=sha256:4bbd96c833ecc8cc069ce518078fc8c60cb9cbfb0fea5b7a803ad65035596d03 \
-    --hash=sha256:65f188481f1669e26f62b701e8205d19e460fa4a9b52a1414ba382330e4a3414 \
-    --hash=sha256:6e8172ddfcf5cf74b811d372b570b83c60bd2de87a6fbfbebdadb4a9bd9c6cbb \
-    --hash=sha256:7999d4ddb0c4025018373fd787510d46e04c769467af22869707b3c1cfd459ab \
-    --hash=sha256:8ee9c4eeb8454b3660a8b53493563c3e121c2fc94fbd72b848ef814ed7b676a9 \
-    --hash=sha256:c1f017dc0875c9209d219f97feceb7d54c2661bb243deb4114478e1295808af7 \
-    --hash=sha256:d482d171c406ae88c5b19cad3b6a1c4c5209f886ab74bc44c2c865c23f52d860 \
-    --hash=sha256:d6a48072864e3324e194a8fbb3c657bcc5b5c869dbc64c9537b1d5c862572c0a
-    # via
-    #   contourpy
-    #   dearmon-sat-act-learning-lab
-    #   gradio
-    #   matplotlib
-    #   pandas
-openai==2.54.0 \
-    --hash=sha256:89089789197ccdb87f173a03145ed1598d00795220c93e96cf712b1cbf5e5f2b \
-    --hash=sha256:e3e6f8bc1ba30ddf381ace1a14340eed381cb984a1a59bd0f34b5be3b5d49cfa
-    # via dearmon-sat-act-learning-lab
-orjson==3.12.0 \
-    --hash=sha256:010811c1b69773450a01cef97727a67b223242f350b77d4ca000e59a9ef2155a \
-    --hash=sha256:1192a7021b6d071aaf909864f6e924d6a2675ca360485b972b8401749311750b \
-    --hash=sha256:11edb4660a6680abee9788a3a9072208a2c96538cc1322bd79542065229d8e54 \
-    --hash=sha256:2d3a9da945a4d96ae758fdaaca56742e6b73b6fd554c5d8876f252a6dad70b83 \
-    --hash=sha256:532ff8cd4bd59a327a953a7dcde922c7fc25b85e29721bb8633265430d3a3873 \
-    --hash=sha256:53c0c474a9d9aff9aebfc0c88de1f28f843d940e6e3a80729abdf6a20274356f \
-    --hash=sha256:92ffc09e07233a6ab6d4e067f7841edcbcc134cb4812155cf171ea5255a421d7 \
-    --hash=sha256:a6cf4b18e7de173f209f2084ffbd736dd72389a396326ee80a7022168be232e5 \
-    --hash=sha256:aa3e43a6846e91d7bde3d5a9c66090fcd8744f569a9b6cffc5e1ca38f6a461c0 \
-    --hash=sha256:ad29eece0c601737f2a60edc2752a84e7a0785df3efb62e3012834700a5afe0d \
-    --hash=sha256:bf44e374aadde77b1f6109f1030be51433eb61984379852766b6f4e187db7b1e \
-    --hash=sha256:d14203fb1aae2ad9b3d52f8a0e82aeb10197ef1c9bc61da7f358bd70b00123d5
-    # via gradio
-packaging==26.3 \
-    --hash=sha256:94edc256424af38762eb31306eed28beb9f0efc50a8837492c9d6fd6004aed79 \
-    --hash=sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c
-    # via
-    #   gradio
-    #   gradio-client
-    #   huggingface-hub
-    #   matplotlib
-pandas==2.3.3 \
-    --hash=sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084 \
-    --hash=sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35 \
-    --hash=sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53 \
-    --hash=sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b \
-    --hash=sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98 \
-    --hash=sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89 \
-    --hash=sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b \
-    --hash=sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908
-    # via
-    #   dearmon-sat-act-learning-lab
-    #   gradio
-pillow==12.3.0 \
-    --hash=sha256:0dd2064cbc55aaec028ef5fbb60fa47bb6c3e7918e07ff17935284b227a9d2df \
-    --hash=sha256:331b624368d4f1d069149002f25f44bc61c8919ce8ddb3c45bdad8f6e2d89510 \
-    --hash=sha256:3b8182a766685eaa002637e28b4ec8d6b18819a0c71f579bf0dbaa5830297cce \
-    --hash=sha256:78cb2c6865a35ab8ff8b75fd122f6033b92a62c82801110e48ddd6c936a45d91 \
-    --hash=sha256:a2b55dd6b2a4c4b7d87ffa56bdb33fdc5fdb9a462173861a7bc097f17d91cb09 \
-    --hash=sha256:ba09209fbe443b4acccebe845d8a138b89a8f4fbaeedd44953490b5315d5e965 \
-    --hash=sha256:d9c7f76c0673154f044e9d78c8655fb4213f6ca31a836df48b40fe5d187717b9 \
-    --hash=sha256:dbce0b29841537a2fa4a214c2bbf14de3587c9680caa9b4e217568472490b28f \
-    --hash=sha256:e491916b378fba47242221bb9ead245211b70d504f495d105d17b14a24b4907c \
-    --hash=sha256:ffd0c5368496f41b0944be820fcb7a838aa6e623d250b01acf2643939c3f99d7
-    # via
-    #   dearmon-sat-act-learning-lab
-    #   gradio
-    #   matplotlib
-pycparser==3.0 ; implementation_name != 'PyPy' and platform_python_implementation != 'PyPy' \
-    --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
-    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
-    # via cffi
-pydantic==2.13.5 \
-    --hash=sha256:346a034f080da3755d8e9cb5e00e8b07de1d39e4f6e2c87d8ab7cafa0b269a73 \
-    --hash=sha256:51a9c5f7b2f8e636f04c6cada605d9b6a3bf1348fdf945a3d8869b19bba0ee08
-    # via
-    #   fastapi
-    #   gradio
-    #   openai
-pydantic-core==2.46.5 \
-    --hash=sha256:013d6f3483d81e02e7c328831808f336c8596ee33b4bd4026b9ffb1e960b8942 \
-    --hash=sha256:0fc5be0abd4a407e200d844b404e33639a554e7bd0d448e7b9ae181be4789ac2 \
-    --hash=sha256:10416c15b8839ecc4ef4d0885da76da6fd0f67333a0eb8aff6d93c4b8f2910fc \
-    --hash=sha256:18a09e1e1011b462f2e32774f25859ef1223d5c2b0546a633cf56654710721e0 \
-    --hash=sha256:2bc9419666990c06d7397831f2126a1ecc3594aaa3ff7de5bf2d066802f4e07b \
-    --hash=sha256:347ec774390c87326a2e4929d58d3f7e8763a104d5d35f4cd595a4c952366433 \
-    --hash=sha256:4fdc8b93a41521988916eeaa271173fcca7fa0803d62f87675aac8dcec1c8e29 \
-    --hash=sha256:5cb482e9e84c851f4e623fe4acc1ced89168cf1fe18f7089db4548c8f5bbb65b \
-    --hash=sha256:5e81740c09e310f5aa5cbd3e434a01c154d4bef93241c7877b39f211d2b78ba8 \
-    --hash=sha256:816ff0a6550ffc06c098ccd2e0698600f9aa7da192a79eaa6f9af504a35db869 \
-    --hash=sha256:8e24d8f05fa2d28513d94e877e9c75ad66175376209b3977f916e240e623193c \
-    --hash=sha256:a39ac25a9a2fa4072efdb429833c4a4c8009a51ff9eea3eeae131713cd27991e \
-    --hash=sha256:b98134087d9de723658d17a42c7d0da8d6e2ef08015dee7dc93889047315f5e4 \
-    --hash=sha256:b9fe6fb92520e3fd61f2e49000b6911b188824f089b75973ea06d6267f0b476d \
-    --hash=sha256:c7ea57fc63aa7da93a1bd2d644e6577befae10c52c4e36377635eea1056a74f5 \
-    --hash=sha256:d925f3d9afd05a8c0fb3a1031463a8d59ebe5e2afad297e29c78be19e13b4e62 \
-    --hash=sha256:e652ab17569c94bff5475520f907b7148b8c24036a8ebbe5cf7cf7493d28579a \
-    --hash=sha256:e9c134bb666dd54b778b9fc0d2b50cbb7f979b9e3716f26a88c9ab3b6fc1dd0f \
-    --hash=sha256:efd62a42486f1bda5d24cb4f63d15a3c7768375fe83d36f9417b4ad7a2fb20b3 \
-    --hash=sha256:f7b0ec93a2893de856652154d73b7ba622f26fa97726487dcac373de5f4c6084
-    # via pydantic
-pydub==0.25.1 \
-    --hash=sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6 \
-    --hash=sha256:980a33ce9949cab2a569606b65674d748ecbca4f0796887fd6f46173a7b0d30f
-    # via gradio
-pygments==2.21.0 \
-    --hash=sha256:2363c69b61c4a97c838da3b130dcd6468f4848992b21a82f2a63ec34377137d9 \
-    --hash=sha256:610ca751c9bc2492b38eb9a38a7fbc93edbbb2d7182edaf34e66ae493dee5c8c
-    # via rich
-pyjwt==2.13.0 \
-    --hash=sha256:41571c89ca91598c79e8ef18a2d07367d4810fbbd6f637794879baf1b7703423 \
-    --hash=sha256:66adcc2aff09b3f1bbd95fc1e1577df8ac8723c978552fd43304c8a290ac5728
-    # via dearmon-sat-act-learning-lab
-pyparsing==3.3.2 \
-    --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \
-    --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc
-    # via matplotlib
-python-dateutil==2.9.0.post0 \
-    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-    # via
-    #   matplotlib
-    #   pandas
-python-docx==1.2.0 \
-    --hash=sha256:3fd478f3250fbbbfd3b94fe1e985955737c145627498896a8a6bf81f4baf66c7 \
-    --hash=sha256:7bc9d7b7d8a69c9c02ca09216118c86552704edc23bac179283f2e38f86220ce
-    # via dearmon-sat-act-learning-lab
-python-multipart==0.0.32 \
-    --hash=sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e \
-    --hash=sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23
-    # via gradio
-pytz==2026.3.post1 \
-    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
-    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
-    # via
-    #   gradio
-    #   pandas
-pyyaml==6.0.3 \
-    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
-    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
-    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
-    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
-    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
-    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
-    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
-    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
-    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
-    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
-    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
-    # via
-    #   dearmon-sat-act-learning-lab
-    #   gradio
-    #   huggingface-hub
-requests==2.34.2 \
-    --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \
-    --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed
-    # via dearmon-sat-act-learning-lab
-rich==15.0.0 \
-    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
-    --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
-    # via typer
-safehttpx==0.1.7 \
-    --hash=sha256:c4f4a162db6993464d7ca3d7cc4af0ffc6515a606dfd220b9f82c6945d869cde \
-    --hash=sha256:db201c0978c41eddb8bb480f3eee59dd67304fdd91646035e9d9a720049a9d23
-    # via gradio
-semantic-version==2.10.0 \
-    --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
-    --hash=sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177
-    # via gradio
-shellingham==1.5.4 \
-    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
-    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
-    # via typer
-six==1.17.0 \
-    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
-    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
-    # via python-dateutil
-sniffio==1.3.1 \
-    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
-    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
-    # via openai
-socksio==1.0.0 \
-    --hash=sha256:95dc1f15f9b34e8d7b16f06d74b8ccf48f609af32ab33c608d08761c5dcbb1f3 \
-    --hash=sha256:f88beb3da5b5c38b9890469de67d0cb0f9d494b78b106ca1845f96c10b91c4ac
-    # via dearmon-sat-act-learning-lab
-starlette==1.6.0 \
-    --hash=sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c \
-    --hash=sha256:d4e3ac5e546444960c710297a3c9fc3f7ebae1b7e963f3d36173b49da535be9b
-    # via
-    #   dearmon-sat-act-learning-lab
-    #   fastapi
-    #   gradio
-sympy==1.14.0 \
-    --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \
-    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
-    # via dearmon-sat-act-learning-lab
-tomlkit==0.14.0 \
-    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \
-    --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064
-    # via gradio
-tqdm==4.70.0 \
-    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
-    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
-    # via
-    #   huggingface-hub
-    #   openai
-truststore==0.10.4 ; sys_platform != 'emscripten' \
-    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
-    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
-    # via
-    #   httpcore2
-    #   httpx2
-typer==0.27.2 \
-    --hash=sha256:269b7eb9d3c202ca84b4bc9618cb04ebb43d3d4d1e567e4c768607232c05f945 \
-    --hash=sha256:b3a5fc4342d5fc8fda8fc3010b1cf117e9249aab7fae800c2eff62fd3842d97d
-    # via
-    #   gradio
-    #   hf-gradio
-typing-extensions==4.16.0 \
-    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
-    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
-    # via
-    #   anyio
-    #   fastapi
-    #   gradio
-    #   gradio-client
-    #   httpx2
-    #   huggingface-hub
-    #   openai
-    #   pydantic
-    #   pydantic-core
-    #   python-docx
-    #   starlette
-    #   typing-inspection
-typing-inspection==0.4.4 \
-    --hash=sha256:547274fa6b0a561ccf549cc9524b999a578e737d015d8709d021f9d0d13bea47 \
-    --hash=sha256:65b8397ba37ccbce054456aaccddfc91e6e3083c92824df348d96ca832f3f147
-    # via
-    #   fastapi
-    #   pydantic
-tzdata==2026.3 \
-    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
-    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
-    # via pandas
-urllib3==2.7.0 \
-    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
-    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
-    # via requests
-uvicorn==0.41.0 \
-    --hash=sha256:09d11cf7008da33113824ee5a1c6422d89fbc2ff476540d69a34c87fab8b571a \
-    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
-    # via
-    #   dearmon-sat-act-learning-lab
-    #   gradio
+# Installed by the hashed pre-requirements phase; no unchecked downloads here.
+--no-index
+annotated-doc==0.0.5
+annotated-types==0.8.0
+anyio==4.14.2
+attrs==26.1.0
+authlib==1.8.0
+brotli==1.2.0
+certifi==2026.7.22
+cffi==2.1.1 ; platform_python_implementation != 'PyPy'
+charset-normalizer==3.5.1
+click==8.5.0
+colorama==0.4.6 ; sys_platform == 'win32'
+contourpy==1.3.3
+cryptography==50.0.1
+cycler==0.12.1
+distro==1.9.0
+fastapi==0.141.1
+filelock==3.32.4
+fonttools==4.64.0
+fsspec==2026.6.0
+gradio[oauth,mcp]==6.24.0
+gradio-client==2.6.0
+groovy==0.1.2
+h11==0.16.0
+hf-gradio==0.4.1
+hf-xet==1.6.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'
+httpcore==1.0.9
+httpcore2==2.12.0 ; sys_platform != 'emscripten'
+httpx==0.28.1
+httpx-sse==0.4.3
+httpx2==2.12.0
+httpx2-jsfetch==1.0 ; sys_platform == 'emscripten'
+huggingface-hub==1.27.0
+idna==3.19
+itsdangerous==2.2.0
+jinja2==3.1.6
+jiter==0.16.0
+joserfc==1.7.5
+jsonschema==4.26.0
+jsonschema-specifications==2025.9.1
+kiwisolver==1.5.1
+libsql==0.1.11
+lxml==6.1.3
+markdown-it-py==4.2.0
+markupsafe==3.0.3
+matplotlib==3.10.8
+mcp==1.30.0
+mdurl==0.1.2
+mpmath==1.3.0
+numpy==2.5.2
+openai==2.54.0
+orjson==3.12.0
+packaging==26.3
+pandas==2.3.3
+pillow==12.3.0
+pycparser==3.0 ; implementation_name != 'PyPy' and platform_python_implementation != 'PyPy'
+pydantic==2.12.5
+pydantic-core==2.41.5
+pydantic-settings==2.15.0
+pydub==0.25.1
+pygments==2.21.0
+pyjwt==2.13.0
+pyparsing==3.3.2
+python-dateutil==2.9.0.post0
+python-docx==1.2.0
+python-dotenv==1.2.3
+python-multipart==0.0.32
+pytz==2026.3.post1
+pywin32==312 ; sys_platform == 'win32'
+pyyaml==6.0.3
+referencing==0.37.0
+requests==2.34.2
+rich==15.0.0
+rpds-py==2026.6.3
+safehttpx==0.1.7
+semantic-version==2.10.0
+shellingham==1.5.4
+six==1.17.0
+sniffio==1.3.1
+socksio==1.0.0
+spaces==0.51.3
+sse-starlette==3.4.11
+starlette==1.6.0
+sympy==1.14.0
+tomlkit==0.14.0
+tqdm==4.70.0
+truststore==0.10.4 ; sys_platform != 'emscripten'
+typer==0.27.2
+typing-extensions==4.16.0
+typing-inspection==0.4.4
+tzdata==2026.3
+urllib3==2.7.0
+uvicorn==0.41.0
+websockets==17.1