From 57783a979a021b676081d8017eecc8d2945dbf3a Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 20 Nov 2024 14:03:14 +0100 Subject: [PATCH] feat: Add support for multiple audio and image formats Added support for multiple audio and image formats with example Feature COG-507 --- .data/multimedia/example.png | Bin 0 -> 10784 bytes .data/multimedia/text_to_speech.mp3 | Bin 0 -> 28173 bytes cognee/tasks/documents/classify_documents.py | 47 +++++++++++++++--- examples/python/multimedia_example.py | 48 +++++++++++++++++++ 4 files changed, 89 insertions(+), 6 deletions(-) create mode 100644 .data/multimedia/example.png create mode 100644 .data/multimedia/text_to_speech.mp3 create mode 100644 examples/python/multimedia_example.py diff --git a/.data/multimedia/example.png b/.data/multimedia/example.png new file mode 100644 index 0000000000000000000000000000000000000000..4d406cafdeb7e6d778ff3fa37d99d42088673bf9 GIT binary patch literal 10784 zcmeHsXEdB&*S<&)(UOQnlnA0561@|m_cDXgqMOm8cM{Qi^e%cCLoh@1XwkbN$|ylF zdKtaE@_U~3U(b3z{nz{XJ)iDh$#V`1lx$#h#s=ot&IpUS6J`pLce4nwgpL^Yb$^ zGlRk4xVX5wx;i5xBRf00+1c5FfdOxCZv+DI=g*(`_;?Z$5=BMD$jHdKxw*W&y!Y?l zKYjYNudgpGEX>5jgolU6(9p1}s|$rf<>%*HSy@FyL<9u|g@lA`Z*Px{jm^x=1Ox;$ zH#b9}Ph5dOG_XS zI66A|>C>l-jEud#Jq!k8Zf>5Km}qZrpOcd#Dk=&Bfrf^LDl01)7#Os*wLgCRC@(Kx zR#vvQwx+DC?C0kPfk5DJxUaA8*47pc4UL0?Lw$Yy&dyGHdivqvVP+{{PE*QNlA&Pr|00{;K9K`XlQ6!T3U2;bZu>IZfU3+@$r?Fm6)__IvgC93B`ABbv!e-vo_41bj@@{D&E(*HxL(ek5}q5 zE^R&W!-r2u;=jImX=_2^6!h`sqZOb&-`AI{->dQ$y@3;vJ#=T2hZAF)oNcV_nG2yR z#f`-cMdz+=KsT&Q(5*N9@5g&S%7k7EsPxU06_5F@fmPX;1{JHhtD%m&?VfCwe(M3) zUB(jtFRJGr8_WEznAl4dB`9|EA~_9Oa0d*3VuO{q3kMM+ymLN*IPk&E!%{E`Z7^)Q z_ax53FV5K9PP?{Lt}}dBJL2c*R7Opkv$pT zV`4K&8)tqp?nL`KEAM+26{>7t9%U6e@wK)(_FPs>+ zjd<0FKJ1L~-`J(m*l1FcXKSj3325$2yEOtsinn|4!Gm1r(&L?9uPL{X#g2h}J@XVk zTM<>2Cl_P83w3<{^*VQDk>EN#DreWBV;G+Jo`^1>xlNg1Vk~~$Lp1cr(YFuk(1 zXBLx_93xm?I}ccGgIK9{b0WEi$^6Uh#kcY&_~of1&PPXKa5 zdl>Dpoz93BNr0y0;~BfC(ENI6@#m(`(unrr)UL+Nv6jo4^e9_mNEdiRWx}AzDN0 z%@4LSC3H>2k6|1^BV)@n{WX_(0AM}`44A-6ug4lJ02mtL(H{;vtVh025jkzC>>5w9 z4j+xMs@o(GF+huu6EGG^)PIg-tUR%RPagb!Sa~4%r}^h*-coDMNJOz`3UB6kt&ive z8BYPqo*Q2wALXY*vlc{I6Zya`>LKRdP60`@p{wCdY5Iw;5MaLgQhQ%tlDk=0p60^P zkE_73^Z=j{{OjlyB<$D+q*mqmS#zsazTYFO}f0qie&VnvfhMW0g|3HHORMJwsa zEL}g?Tz$;VrK9XBzg1P7Soyih;Wqw@>To%h3}12C7o(aS%vgh;x)LzWTCtZr)?YK1 z!aZh5QtZ;Y2x}eSu zCPqI2Ip#jps;uD9MV^sZResi5F!0Dwm(2imy+HnfoJ)#YB%1dM8AWEa%%>sBX5C(O z>q<+qbnv^j>hl5$P#)N_ETaS48Z3!+Z%U81+|1Ke8lS+( z3O{RZnLY|Mi`t&vk^U|6^BKRITXvYb82o!RDX z18=`J(W#s5IudSU4Xp_DT1w>IK@jb;dK4?bWW0mR;(ccUFY?_lV@tFH>>a(|D!?4# z6()6N3_$5RN)}l$SD&u&prz`L)PF?V0%W=$;kAq?z^IQRa@O-C(iLN*HG9th%q)15 z?0)tc=u7;Y_MFeQX#sH!_X0HOtdn;Xne}K3PT=4`mtrWM-&$jv8wvo7(Q%gC2l}(e zC-XHkxA=({rDPL(-+{MYUmoD2U%VP+g*)&W2&5j*5h5W{e%T)0Z{m!%-m@XE!TPZ6 zo%dG`!?%3Fh2%-O}G7xR&Qe)_^vItlg;)3K`qY zZ@+C(To2JYxs`@oKW{8wtH^YJ7PKe<6H^II5tRvVW$bi3|2b7#9(K+ zgmqcugD4l}re0=!p+T#yby1mK8o5~8e!JS2f;|^~_++eXIuy|hwm&}WCf6bvXt31TBirz9Sh$40w9OX0{zWnRecW)mKm{Z+64Wx!QR?yYEx^>|(=Z|l}7 zJg|h{Xo`*flEX{Wz-Ygg<7?D#-1JcSl&hLESqQa0wJmwZQnnW^)c|4%byVa(&q){K z?-9_j^iK93mN#4m92t#I-DX!egFZAlE_{YS00f&Gg|CIorz-S4_vn~fgT){llq>b@ z!4C(Fp-mdpW`3-?aq1}-YryJJD$!(#$YnAU<+UV%5GaqsK@BwwJO`mXoyHz z-Gc(8V;&?)XsPnU{;~ge3*MXyGcdZK_Udh2*V$;|hNyd5Je1THmEc@A%PYTZ(^_UU zpy&6U-KM% z&}nRXsN@s7vlo8OlyIa<57N}RBa3Jd;d528FBQcc#)wpA8G31uf3m>p^T8jpWO`3o z31zCi#+r^Jluiy!NNe6R#u?lB$e>1A?%TROHWCggpK*$|(FzC*&~Vw3Pr3(8;#Ors)V)9e<^!J9qd(u6FS4vxd6DRXHmVwop=2BJx8f*ZAREZ~d}o z2BEHpd?T1rjjVUWu=!Qx{6Q7|w44!)GLPrT$Z-lnL>7M9RiLwwGusHrLn(H&ym&(~ zeQjgCfAO-LFHx#X-^BFQQ5?N0_Z2u85@dk=6i59 zcexG`JaJ<`v~#J47nF~ZEEuG%%d=GNEl-(X=Z^|)$*0g6?d^XA*V?Xkt~QDoFxK=_ zsQ)D3#~2MFD{3Qr%bFYt& z&#vF8dqKIv5+3XcW>OOhXB9k|c*mQv&ZMaVJ6fdYGlY&D-U+cf-hYMrR9*q5%16l5 zitS@)AaypRsB$exqi#=;`-&Pw%FU!Y7+LQnpSj19DBi zDeF+nuHBojVgaLYYQrVBB1+yCsaSJ6wFi8tNnP2r2VZW0;ls*;oOD0zaWXz8D=Waf z|AhS+AoE6jOj}}sq~Avu$t>g4pywq}Ms&$T-imNFVa!;(`dGw=1*qL#exn($o@A}| zk4txL;_3RgO5Rk3spAjJ$L=D?KT|A|A2!l?M+_tVmzuaR%PeR)=*HDgWj;4Pu?Oa@ z2Clwt(kLnj+adZwAbR3B9ZNA^hgCHO0D) z90SCIT_`c1FLemNa|A~Sm{-|(l(}w7%jMH?dMKQKY7jW>!jk2fl(IMHy>2>khJ ze0S)S^X!3grfhf{&~&r*T=`kctk#xKXmX~vKS=3dB1QCxiGIy>Ba!5_VEv)Erpd+O za2t&+S4APuyfBW)Y{ROYzsPR!EB;@^vpT$eLFoU}+CS}ni2_G-otvp(Z z$Q#IXJF8>5HV1y|3-XeE)U=FlFlV;y{sIM}eXcroGUnGUNN~F2uOurI+YBcjGNRZ? 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Copy `.env.template` and rename it to `.env`. +# 2. Add your OpenAI API key to the `.env` file in the `LLM_API_KEY` field: +# LLM_API_KEY = "your_key_here" + + +async def main(): + # Create a clean slate for cognee -- reset data and system state + await cognee.prune.prune_data() + await cognee.prune.prune_system(metadata=True) + + # cognee knowledge graph will be created based on the text + # and description of these files + mp3_file_path = os.path.join( + pathlib.Path(__file__).parent.parent.parent, + ".data/multimedia/text_to_speech.mp3", + ) + png_file_path = os.path.join( + pathlib.Path(__file__).parent.parent.parent, + ".data/multimedia/example.png", + ) + + # Add the files, and make it available for cognify + await cognee.add([mp3_file_path, png_file_path]) + + # Use LLMs and cognee to create knowledge graph + await cognee.cognify() + + # Query cognee for summaries of the data in the multimedia files + search_results = await cognee.search( + SearchType.SUMMARIES, + query_text="What is in the multimedia files?", + ) + + # Display search results + for result_text in search_results: + print(result_text) + + +if __name__ == "__main__": + asyncio.run(main())