llm_kelt/__init__.py,sha256=UPrwttaACRnlWrvGih22EYcc86jSMlGE_uKNz312bNc,2731
llm_kelt/bootstrap.py,sha256=fxn5Dkn1s_jgdSiD6SFEO6H2K0ri2kWaZ81RKEHfqx8,2419
llm_kelt/client.py,sha256=HmUe4qsAr1ovizpEJPCKynqDEhKj4tHC4XeVn7zqmCM,19535
llm_kelt/factory.py,sha256=lhppvwX03jngEHmb00WTOvPTbeYXHx395arK22ptV9U,5156
llm_kelt/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
llm_kelt/scoped_client.py,sha256=KI22x5uVDsv5b_mawgc3ROrcYc3Xeml0O9anTGopG5g,3194
llm_kelt/cli/__init__.py,sha256=gUbv50v4wptVMLfgyBBD16iqGJYzFp3N-IYh3hwAo8s,62
llm_kelt/cli/__main__.py,sha256=gIpC8rIhDNAlYJIlfv9kcs4WmXmRhZI5KTZQLHzkVDU,127
llm_kelt/cli/cli.py,sha256=ppjvvd-IQ20cNkyQGbupsx7nMzdoAnL5gEvsXBvyIuM,726
llm_kelt/cli/tools/__init__.py,sha256=1lXOzrWV9KXeQq-GeF48aHFYd6z0_ZH05RdCmdm5qWE,215
llm_kelt/cli/tools/atomic.py,sha256=GVS5oCpets4190WvTyNxvIND3MHHwXWhN-tPiPU7aAs,3070
llm_kelt/cli/tools/proxy.py,sha256=gCpegi9GsWZAJJUF1HUIul-f6G_gH1X5kTi254kr-5M,2121
llm_kelt/cli/tools/session.py,sha256=9blr9HJFRZ0Xdy8GL-Wwv6csn4fb0D4BSdi1P6TgA3k,4952
llm_kelt/cli/tools/train.py,sha256=ITL5HARxpgfoxRHYGxytfGt3-mZWmi2R72aEFux5rCw,34195
llm_kelt/conversation/__init__.py,sha256=QPxo-u0fs7DY2DiY9avcu9W9WMsGaql3-e51pRb_qQE,2144
llm_kelt/conversation/session.py,sha256=m94DPoan_889KRb3nsM1UkibuJDRMUH7v_ypnOtFSL0,17995
llm_kelt/conversation/tokens.py,sha256=nb4lBsb6_g68vxKUr_QedYMfq1UWFjFaVeN9-3znX20,2989
llm_kelt/conversation/types.py,sha256=x2iXjrOq-Sxg4NUKWC8puFZgVdCfrtKgBciCskurRS4,319
llm_kelt/conversation/compaction/__init__.py,sha256=uUBSw8Fxd-Ojqcg2EXjh8El_mhhCy4_6QbGRHH4M_rM,1319
llm_kelt/conversation/compaction/_helpers.py,sha256=06-sPZT_f682D_P4F2YK9VyhbyWyDn6_642_pXFnB9w,2832
llm_kelt/conversation/compaction/base.py,sha256=N2_dTiOhMd7ISNyD5e7YXu8glzwCtogq_FgisOMTHyA,1526
llm_kelt/conversation/compaction/guard.py,sha256=mevvsRz_nqdrJQIXKjHxg8iHdmbJ9EysAwkfeNpzVs8,8541
llm_kelt/conversation/compaction/summary.py,sha256=qHfVpJuCT1MKMXDVonVECVbK9DuKNOZnvgfNQK40NRY,6389
llm_kelt/conversation/compaction/tiered.py,sha256=G181a2-eUauBYaayfSSv_Q1qlr5_DZWydsjopqP61S8,21022
llm_kelt/conversation/compaction/window.py,sha256=lwZr75H4vrP4MoaSpq6EhOZOGOyNpeai1qDUd8Zeo-o,850
llm_kelt/conversation/storage/__init__.py,sha256=UmTTkRHmk-iXIuvfwj-28nM0UPqNcADAwPb32x2KvBo,387
llm_kelt/conversation/storage/base.py,sha256=WI1X9WrxleoC3bV7NJWVqtte1GXYdibsgedA-szjWAg,3214
llm_kelt/conversation/storage/db.py,sha256=nBlvIE2IzgJNYzSlBbv9PUBHnSSgSRJl8tRmU4P7VZI,6354
llm_kelt/conversation/storage/file.py,sha256=2HgOw4zbpPo1dtngWMe8IVbA4u7bgSWm8GL8_8zjIWM,4925
llm_kelt/core/__init__.py,sha256=7V6PdxGQfHH-7PXe6YEqgbp9MRL8WCD4_2e3C45HV-Q,983
llm_kelt/core/base.py,sha256=_nO8jkf_Jd9JYvRNOSwmWOFjGgr8S3tAcxru5vyR3O0,160
llm_kelt/core/content.py,sha256=bR99uhZi0h3pBFcJsaufNaqSmvUgNUrl3pGs5z-QK9g,14199
llm_kelt/core/database.py,sha256=Sy5LWFAWsq2glU04syeu4VLnVRWxbWz2ByhpZWHJ1e8,6838
llm_kelt/core/errors.py,sha256=eq7Xcyj-TGoigx3ItluYGCVWzutK9w3PRpgIPzmXAew,1393
llm_kelt/core/models.py,sha256=hc_QAkNgnf2a4WcylkkLm4Ty7zVk_kw4rsERtu2rswU,192
llm_kelt/core/schema.py,sha256=BwqldE7-MW3snFUpVJB6LHwYwNHwLyeeHKPrWlADvFU,13649
llm_kelt/core/scoped_database.py,sha256=XQS72ZFQYghIqEGB5GUvzmpGG3mz5R2UFasLauMmxsc,1947
llm_kelt/core/types.py,sha256=YZk_d1k0mY5ZcGNJBk9Y17QDFOvK3CIOVyFXmf5gFD0,1413
llm_kelt/core/export/__init__.py,sha256=OOPIw0qQcvolKhPWmcnCCAlulLzqNYI3l3FGTG8dls0,306
llm_kelt/core/export/jsonl.py,sha256=mmDVOcES-9XpHK5RoaGcONF3M5tjime9PxOOvwks6SU,7988
llm_kelt/embedding/__init__.py,sha256=wBOmf4y9sj1epW1nJIWWdKne0fhe7Y_6OEwdU32NsH4,701
llm_kelt/embedding/client.py,sha256=bc6f0Y573faJQXDdSDdv4e6X4noqaYYfUqTPjoldnIM,7428
llm_kelt/embedding/factory.py,sha256=3MG91mcw4z3YkuZ0MJ4BlVGNwGuJAp6f4rM1-BWp4uc,9352
llm_kelt/embedding/quantize.py,sha256=NMLTwLT2ZesZUxHi-jvW0bLHhdac4IxLVdUJraO-MkI,5554
llm_kelt/embedding/types.py,sha256=W8XRWs6Q5FL6ztcuft_QHntbOY3FWQzLFMK90ioBloI,3135
llm_kelt/embedding/store/__init__.py,sha256=-lnXKIPiF6BgrcvVEjQ0jQfGwiiN88nSJDH4e7s_8Yk,374
llm_kelt/embedding/store/base.py,sha256=COvQ-eNHiNlyKH-Gz5J0Z4CJzCO6kmAE1tl_MJcw71U,8607
llm_kelt/embedding/store/f16.py,sha256=YGVVkWMsxaOLoZruxiNW7jptYf9cAkAdOyaSOBBgiyo,5215
llm_kelt/embedding/store/f32.py,sha256=JbDTMc2BrzZ9iCe0yxicWyuWXakBs43uhIugIppLQJY,5142
llm_kelt/embedding/store/i4.py,sha256=AwrB-8YgBL-XJP68BAb3a42odHmW5VOwdXGgJ1DhbbY,7148
llm_kelt/embedding/store/i8.py,sha256=F6g5AE6dw77QaqnbAzTSzGIdQsFKCWBWvrNsWxvF7-s,7145
llm_kelt/inference/__init__.py,sha256=mShI7wea-cC_h9XAdotNny9t8x_45rdStK-2dGF-Kkk,1661
llm_kelt/inference/context.py,sha256=4Y3QzakdHCGo_4TEKAgHCH9oxJ1C2UcGDdf__Ni2dsQ,6281
llm_kelt/inference/embed_facts.py,sha256=t_41rqhDS0ZS9T8khD7q4b9WI15JKnBgmowX95wnTkY,4068
llm_kelt/inference/query.py,sha256=yIVetrP7vnObly4D0PB6aKG2h0Bn5XoZ6iyg0cyopbE,8508
llm_kelt/memory/__init__.py,sha256=21l8GXjV16lO-tWpFWwbA-u-HwsokBTcYdsdtGLFyJQ,347
llm_kelt/memory/isolation.py,sha256=emP11wlHGC_dG7OLTZPgfWKWR4EmjKCtplbqe6jjUGA,3698
llm_kelt/memory/atomic/__init__.py,sha256=aItyvXgPkWbO3pQJjAK5HvH5lNqxOF8N5ck-1p01ZAg,1558
llm_kelt/memory/atomic/embedding.py,sha256=E-wm0KtIRfIrgHPtHBJ8d6CKJ1hqWg7eyRE479A-HJA,19362
llm_kelt/memory/atomic/models.py,sha256=inwDtD5kwth3b8SNrBgLTIPFGaigevQZRaE-e82OfR8,19096
llm_kelt/memory/atomic/protocol.py,sha256=2ylxffrN5-t7WF9EoOngofqiBMXV2eyAMVLJp6p5Src,7946
llm_kelt/memory/atomic/relationships.py,sha256=ntkZjAe9YtjAmQxN3Y94XOoWeBx7i_C_ZiewL_yL9nw,15252
llm_kelt/memory/atomic/clients/__init__.py,sha256=cLsnHpTmrB5YQz7rI9WFRiXgJs_CFY_Ha4nsvngNq6I,503
llm_kelt/memory/atomic/clients/assertions.py,sha256=Ye5T6jnaA7DyMlxn66EYeK_Phefx3xIJncCjJyBi0Qw,11500
llm_kelt/memory/atomic/clients/base.py,sha256=F1Zex-DrhKkDO11QKIKko1tUV7Ig0BdXsAuq-SUme54,11020
llm_kelt/memory/atomic/clients/directives.py,sha256=KYIwjwrTRZnPCBaRDA7dLNl-fV23PSzBPFZ7P3Ji9DI,5811
llm_kelt/memory/atomic/clients/feedback.py,sha256=cSFfVlbU6Ugzbnw4Lv2ksFNh3nspzqt3aWeBtNTAIrI,7228
llm_kelt/memory/atomic/clients/interactions.py,sha256=yDnPbBarws_MfVHlR6uKtM7c9CzytZCj2d7Z6kviS5s,7185
llm_kelt/memory/atomic/clients/predictions.py,sha256=ovcF7Ck-VtXA93edLzwRAniAHIC9o00rOX7W5ppVlTU,10857
llm_kelt/memory/atomic/clients/preferences.py,sha256=D8pn5PmG06Ap_gMZQsQ9goU_7OMzT-lDjElZeuu0gW4,6372
llm_kelt/memory/atomic/clients/solutions.py,sha256=TyUdYNxw21DXYaxwxcXUAanXmCwrJXNu_y71JDhx5E0,9999
llm_kelt/memory/kg/__init__.py,sha256=4bkFqHVqJyajE2ZpmaVYHZkpJ6ZWDVykvnwxbmgZlds,1500
llm_kelt/memory/kg/embedding.py,sha256=am8F7niLWxp0my-td0vtRlZBGxnrcCMQn3g0nfWgG0I,9799
llm_kelt/memory/kg/models.py,sha256=JhtWwy4hzFTl3hVY6q_uxEO_x39LD93vBXnxFkyYaEk,10273
llm_kelt/memory/kg/store.py,sha256=BN-rYksKBQcx4EhFSBruVPhUJiXCxI89LKKLqKSrhkE,29159
llm_kelt/migrations/alembic.ini,sha256=ZhcZCmGWdD3bQK_noenawYntASXL0kBqYHmr_Xx80JQ,1201
llm_kelt/migrations/env.py,sha256=3exCH3sqmBm7W8aT6dC5R0zg0WsVRZ4f5efasuUmokA,5241
llm_kelt/migrations/script.py.mako,sha256=MEqL-2qATlST9TAOeYgscMn1uy6HUS9NFvDgl93dMj8,635
llm_kelt/migrations/versions/001_initial_schema.py,sha256=x6rymRql3Qn5yM3jp-hAwgL09wgatDs8QsXoXULUABY,14060
llm_kelt/migrations/versions/002_sessions_table.py,sha256=narcnxq9beN0d27_i87Rcr_VlS0fzrCJqSJIGexFleU,1658
llm_kelt/migrations/versions/003_fact_relationships.py,sha256=gGDpElzOAuE8k5Tz0nbzcdFpono_lg9YhQgHJoQMhgs,3008
llm_kelt/migrations/versions/004_rename_generic_tables.py,sha256=ivWhMYi1qCewqvV6_QitNq8chd6pAFp4E4nbW3fAoQM,3368
llm_kelt/migrations/versions/005_knowledge_graph.py,sha256=5ZKBMToaP3le_VC91ZRrGBUeJ65XnhR-uLXikIARqIE,10136
llm_kelt/migrations/versions/006_embedding_quantization.py,sha256=-_voZgKKwZIUHC5RpNcKtsLSvclzbWuyYCqbirnAo-o,1116
llm_kelt/serving/__init__.py,sha256=Cyzui7py-utmb0TBtaNgUQ1DLD-aO98Tk7yQc9Hb2Jg,271
llm_kelt/serving/app.py,sha256=frSKbCZEjdV74wqgxCM-PErLSMqImMdsnTcaaqTgOA4,3771
llm_kelt/serving/routes.py,sha256=CvSPyq8FRg3D6GqRRS9EV-DFaGp7fXRWFsvkP4pPeFs,8972
llm_kelt/training/__init__.py,sha256=PYbByxBZqu0Ai42K64iG5rC6_i69j2qx8JFyM7ZjbM4,1935
llm_kelt/training/export.py,sha256=HZkAYprSN8A4PIF38JNKJ9BdXV6DZgUnr9IkuYD_zr0,7857
llm_kelt/training/factory.py,sha256=FLiYgaQoJUuIgO3ngiZ6ptV9rzZm-gy18SRpBSkSvFQ,3688
llm_kelt/training/merge.py,sha256=3ae4Iu5LujHzqLm5yuyfaT2vdiJ8R1YNtUktCdLVC-4,15022
llm_kelt/training/model.py,sha256=kaEfTLJrZDipAyyLIJxN2btbQ5uTGMcL5nAdVOyZqHE,6134
llm_kelt/training/profiles.py,sha256=qh9uAT1SeI00yYz8drK4UYXDHtP9jRkUMu96qhHPuNk,8387
llm_kelt/training/runner.py,sha256=yFgDMmG57ybrl9EL-bQ9eThjnr6slLo2aNvFnEfILQQ,6566
llm_kelt/training/schema.py,sha256=xoY8NJK76xFhhSkATN5B_wmIAJva8kbUgaT4et-0CvU,3170
llm_kelt/training/stability.py,sha256=Pa8gG77VPsu0L-41Qr7IrIft2DejA5-b4WSFtmJfWZI,12157
llm_kelt/training/dpo/__init__.py,sha256=kWO26sbRMx5pawXaNg67LWMUE3wJfab8v7Pxlq2wxuI,824
llm_kelt/training/dpo/client.py,sha256=Zo7grpttnNmahUzmYjMOmBxYZfQjSnvMV4zbpPbajQE,7954
llm_kelt/training/dpo/export.py,sha256=VyZcbqI_SqJ7C-t_vwu6mqE7-hs4FdNCTevy3TQtsFo,3059
llm_kelt/training/dpo/trainer.py,sha256=kbb-rZCS8ywxcUGjxAr-655739-AbIaG0aD9voWVhj0,18169
llm_kelt/training/lora/__init__.py,sha256=mobpiOSxqje_TKKIESPri3Yti-nXPejpvhfr_tYb_vA,786
llm_kelt/training/lora/config.py,sha256=doF4-MHglKY4Kl5JhlmY_mLr-IHYZCHcWVsHdkHKFhE,3094
llm_kelt/training/lora/registry.py,sha256=JU1QsTZIPa_f1b5KUBumUtjKlb-9JSxQ73staRT2FGo,6985
llm_kelt/training/lora/trainer.py,sha256=dVn-be-RoPR75Ht3_nsuJHiDQngFTfqwPfZJ-8dEEnc,13288
llm_kelt/training/manifest/__init__.py,sha256=SDWLmlQWj-lX-a5WvMKIT9ZEeOW3hEPOvfz5QIB1nm0,464
llm_kelt/training/manifest/client.py,sha256=u9fHtzWnatlU2bsJU1-zs4k-hqqEw2g0wBimpnytPYI,12862
llm_kelt/training/manifest/errors.py,sha256=XD2Vu9pYYsulD6mA5tm-1BS7mX7Wv4rN8mmPW689d2Y,485
llm_kelt/training/manifest/loader.py,sha256=iXm1bH_dv9MyR_MqlL_LtOwzjSG9Fj_wECgX2CTRnGE,17249
llm_kelt/training/manifest/schema.py,sha256=XAMtl-2OIA5ugUb2TpwKnMu1UQcteDu9kIcZfKhgcE8,2982
llm_kelt/training/prompt/__init__.py,sha256=rPbm6cnvZYP-OJ2NHw7MneupKrD21UTsucb9Usaluqw,535
llm_kelt/training/prompt/client.py,sha256=1BrQQvA87uBQozpPiTJp0AezOqdcl4xnPMELSwkm6tQ,6471
llm_kelt/training/prompt/config.py,sha256=UOEkcMBOO9FOlBvEyt_GHTbrIXg0c5XC5Og7nfQBJLo,3440
llm_kelt/training/prompt/trainer.py,sha256=TL00u0x2hsb6pjnJOzlqCoY9W_XmT_D4VDjR7XCToL4,10739
llm_kelt/training/sft/__init__.py,sha256=7gWHwA-IlqT4R-dJStzKWy6Fne8CVwvQtbsdbrr2wcs,252
llm_kelt/training/sft/client.py,sha256=MrHIcbmj3Lg7orHUz6LSCSY3TUM8hKjDYaaZ-VMGEtg,7271
llm_kelt/training/storage/__init__.py,sha256=Dex58pRg1LiQnqTE8egKPBDD8g8nJa5YOINNKcD-AF4,307
llm_kelt/training/storage/base.py,sha256=X7MSO-f97qhybc3ZQu8m8D5dqKyU4dL1ctrp4rGX6sc,10844
llm_kelt/training/storage/file.py,sha256=z7h5Diu_cZ2YhZjW9gUfY0f5XpaSXeLFdXaUqHVSzfc,39711
llm_kelt-0.3.0.dist-info/licenses/LICENSE,sha256=FI-6cXTbeQxG-YegRnnqGjIC0fkfLBOoqlJxp6Q0HvI,11344
llm_kelt-0.3.0.dist-info/METADATA,sha256=eWH7lmlg_qHXFcJbE_ZqAiNYSoShP9tdWSCiCPg68Ak,15227
llm_kelt-0.3.0.dist-info/WHEEL,sha256=aeYiig01lYGDzBgS8HxWXOg3uV61G9ijOsup-k9o1sk,91
llm_kelt-0.3.0.dist-info/entry_points.txt,sha256=ym3xRn0UWy49bMECWIVwZfbZz6c6f4-v3Bt3LQP0Pzo,47
llm_kelt-0.3.0.dist-info/top_level.txt,sha256=lfz9VcdJyZXOQZMhLJ4edYDfyVn7M1Stypr7eu2RZdA,9
llm_kelt-0.3.0.dist-info/RECORD,,
