[Module 2, Task 6] Add vector database

[petrukha-ivan]

What

Added vector database and tested search by embeddings. Example search results for query urgent pay:

SOBE INFORMED THAT THE AMOUNT TO BE PAID NOW IS $8.3 MILLION THE REST WILL BEPAID LATTER.We expect your urgent response to this email to enable us monitor this payme=nteffectively..CONGRATULATIONS.Anxiously waiting for your reply.CAPT. JAMES C. WILLIAMSUNITED NATIONS, LONDON UKUNITED NATION MONETARY FUND (UNMF)

Dear Sir...REQUEST ASSISTANCE IN A TRANSFER.I am a member of a contract award and review commitee.A contract already executed by a foreign firm inAfrica in 1999 was over invoiced by us to the tune of$15,600,000.00 (Fifteen Million six hundred thousandUnited States Dollars).In the light of the above, I ask for your assistancein the transfer of this excess floating funds in asuspence account into a foriegn account you may wishto provide, for it was a category a "A" contract,(strictly reserved for foreign contractors) thisinformed my request and also that i am forbidden by mygovernment to run a foreign account.After the successfull transfer, 20% of the sum will goto you for your assistance . 5%of the sum tocompensate for any incidental expenses incured by bothparties.More details will be given in the course ofcorrespondence.Your confidentiality is highly required since i amstill in acctive service.Thank you for your cooperation.Regards,Dr Kanu Chijuka =20Freeserve AnyTime - HALF PRICE for the first 3 months - Save =A37.50 a mont=h=20www.freeserve.com/anytime 1

I have Paid the fee for your Cheque Draft.Because the manager of EcoBankBenin told me that before the check will get to you that it willexpire.So i told him to cash $850,000.00 however all the necessary arrangementof delivering the $850,000.00 in cash was made with Global Max shipingCourier Company. This is the information they need to delivery your packa=geto you The only money you have to send to them is there security keepingfee which is $95.00 Us Dollars to received your package. 1