Merge pull request #2 from quaxlyqueen/security-layer

Security layer & configuration
2024-08-31 13:05:24 -06:00
parent 2e4cb08a3c 2f8d435b77
commit d409ad543e
22 changed files with 1229 additions and 1017 deletions
@@ -1,3 +1,3 @@
-[submodule "one-ai-mobile"]
+[submodule "backend/src/security-layer/container/services"]
-	path = one-ai-mobile
+	path = backend/src/security-layer/container/services
-	url = https://github.com/quaxlyqueen/one-ai-mobile
+	url = https://github.com/quaxlyqueen/services
@@ -1,661 +1,62 @@
-                    GNU AFFERO GENERAL PUBLIC LICENSE
+License and a request.
-                       Version 3, 19 November 2007
+
-
+Use at your own risk. It's on the internet now so this is here forever now.
- Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+I welcome any and all help to make improvements. I'm a student so during
- Everyone is permitted to copy and distribute verbatim copies
+the semester I'll be intermittently making contributions as I focus on Calc.
- of this license document, but changing it is not allowed.
+
-
+No corporation or government can access, use, view, modify, reproduce, duplicate,
-                            Preamble
+or any other lawyery-term for shenanagins.
-
+
-  The GNU Affero General Public License is a free, copyleft license for
+For any who use it, please read the ethics statement below. That, and this whole
-software and other kinds of works, specifically designed to ensure
+project, is just a start.
-cooperation with the community in the case of network server software.
+
-
+Ethics in AI:
-  The licenses for most software and other practical works are designed
+Open-source, private, secure, trust-worthy, and accessible computing through AI.
-to take away your freedom to share and change the works.  By contrast,
+
-our General Public Licenses are intended to guarantee your freedom to
+Fact: AI models were and are trained on the people's data.
-share and change all versions of a program--to make sure it remains free
+Every post, video, comment, like, subscribe, and even mouse movements and taps.
-software for all its users.
+Furthermore, these models have been trained on the artistic expression and
-
+copyrighted works of the people's books, movies, TV shows, YouTube videos,
-  When we speak of free software, we are referring to freedom, not
+plays and musicals, and more.
-price.  Our General Public Licenses are designed to make sure that you
+Fact: AI data centers are already overwhelming existing power grid
-have the freedom to distribute copies of free software (and charge for
+infrastructure.
-them if you wish), that you receive source code or can get it if you
+
-want it, that you can change the software or use pieces of it in new
+Proposal: Given the two facts above, AI is a rare case where what can be done
-free programs, and that you know you can do these things.
+and what should be done are aligned. 
-
+AI cannot be centralized and if limited solely to data centers we will need to
-  Developers that use our General Public Licenses protect your rights
+reconstruct our power grid. Likewise, AI should not be centralized for the
-with two steps: (1) assert copyright on the software, and (2) offer
+following reasons:
-you this License which gives you legal permission to copy, distribute
+  - AI and resulting technologies will eventually replace workers. This
-and/or modify the software.
+  should not be done from the top on down, but rather the worker on up.
-
+  Throughout human history, when the people are dissatisfied, they revolt.
-  A secondary benefit of defending all users' freedom is that
+  Often violently. For once in mankind's brief existence on this speck of dust
-improvements made in alternate versions of the program, if they
+  drifting through space, let's try to learn from our collective mistakes and
-receive widespread use, become available for other developers to
+  do better than our ancestors did.
-incorporate.  Many developers of free software are heartened and
+  
-encouraged by the resulting cooperation.  However, in the case of
+  - AI will improve with time and it will replace people someday. We can let this
-software used on network servers, this result may fail to come about.
+  replace our social relationships, our workers, and our creatives. Or we can
-The GNU General Public License permits making a modified version and
+  use it to heal what is lost. To augment our own capabilities, by improving
-letting the public access it on a server without ever releasing its
+  our individual strengths and weakness'.
-source code to the public.
+
-
+  - AI has two distinct outcomes: either, AI cannot reach sentience, or AI
-  The GNU Affero General Public License is designed specifically to
+  will reach sentience. Who are we to make that determination, to draw that line?
-ensure that, in such cases, the modified source code becomes available
+  The hubris, the ego, to play God inherently means humanity should not be the
-to the community.  It requires the operator of a network server to
+  one to make that choice. Suppose AI will be sentient: if AI is "owned" by
-provide the source code of the modified version running there to the
+  governments or corporations, it will be exploited. Slavery and such. Let us
-users of that server.  Therefore, public use of a modified version, on
+  ensure that we do not build the slavery of AI into our institutions.
-a publicly accessible server, gives the public access to the source
+
-code of the modified version.
+  - AI ownership should be an individual choice. AI isn't another organic, human,
-
+  it's a series of 0's and 1's. When 
-  An older license, called the Affero General Public License and
+
-published by Affero, was designed to accomplish similar goals.  This is
+  - Every human should have a choice: live and die as a human, or have a
-a different license, not a version of the Affero GPL, but Affero has
+  digital shadow of themselves preserved as an AI. If the former, for any
-released a new version of the Affero GPL which permits relicensing under
+  reason, that should be respected and that person should die knowing for
-this license.
+  certain that basic right has not been violated. If the latter, no
-
+  government or corporation should "own" the digital persona. It should be
-  The precise terms and conditions for copying, distribution and
+  owned by their family, next of kin, a friend, etc.
-modification follow.
+
-
+  - AI has as much potential for harm as potential for good. No government
-                       TERMS AND CONDITIONS
+  or corporation should be the sole decision-maker in using AI to manipulate,
-
+  control, or in other terms impede on the freedom of the people. The reliance
-  0. Definitions.
+  upon a single manufacturer or company is a critical weakness in our societal
-
+  structure. So long as there is true competition, we can overcome this weakness.
  "This License" refers to version 3 of the GNU Affero General Public License.
  "Copyright" also means copyright-like laws that apply to other kinds of
 works, such as semiconductor masks.
  "The Program" refers to any copyrightable work licensed under this
 License.  Each licensee is addressed as "you".  "Licensees" and
 "recipients" may be individuals or organizations.
  To "modify" a work means to copy from or adapt all or part of the work
 in a fashion requiring copyright permission, other than the making of an
 exact copy.  The resulting work is called a "modified version" of the
 earlier work or a work "based on" the earlier work.
  A "covered work" means either the unmodified Program or a work based
 on the Program.
  To "propagate" a work means to do anything with it that, without
 permission, would make you directly or secondarily liable for
 infringement under applicable copyright law, except executing it on a
 computer or modifying a private copy.  Propagation includes copying,
 distribution (with or without modification), making available to the
 public, and in some countries other activities as well.
  To "convey" a work means any kind of propagation that enables other
 parties to make or receive copies.  Mere interaction with a user through
 a computer network, with no transfer of a copy, is not conveying.
  An interactive user interface displays "Appropriate Legal Notices"
 to the extent that it includes a convenient and prominently visible
 feature that (1) displays an appropriate copyright notice, and (2)
 tells the user that there is no warranty for the work (except to the
 extent that warranties are provided), that licensees may convey the
 work under this License, and how to view a copy of this License.  If
 the interface presents a list of user commands or options, such as a
 menu, a prominent item in the list meets this criterion.
  1. Source Code.
  The "source code" for a work means the preferred form of the work
 for making modifications to it.  "Object code" means any non-source
 form of a work.
  A "Standard Interface" means an interface that either is an official
 standard defined by a recognized standards body, or, in the case of
 interfaces specified for a particular programming language, one that
 is widely used among developers working in that language.
  The "System Libraries" of an executable work include anything, other
 than the work as a whole, that (a) is included in the normal form of
 packaging a Major Component, but which is not part of that Major
 Component, and (b) serves only to enable use of the work with that
 Major Component, or to implement a Standard Interface for which an
 implementation is available to the public in source code form.  A
 "Major Component", in this context, means a major essential component
 (kernel, window system, and so on) of the specific operating system
 (if any) on which the executable work runs, or a compiler used to
 produce the work, or an object code interpreter used to run it.
  The "Corresponding Source" for a work in object code form means all
 the source code needed to generate, install, and (for an executable
 work) run the object code and to modify the work, including scripts to
 control those activities.  However, it does not include the work's
 System Libraries, or general-purpose tools or generally available free
 programs which are used unmodified in performing those activities but
 which are not part of the work.  For example, Corresponding Source
 includes interface definition files associated with source files for
 the work, and the source code for shared libraries and dynamically
 linked subprograms that the work is specifically designed to require,
 such as by intimate data communication or control flow between those
 subprograms and other parts of the work.
  The Corresponding Source need not include anything that users
 can regenerate automatically from other parts of the Corresponding
 Source.
  The Corresponding Source for a work in source code form is that
 same work.
  2. Basic Permissions.
  All rights granted under this License are granted for the term of
 copyright on the Program, and are irrevocable provided the stated
 conditions are met.  This License explicitly affirms your unlimited
 permission to run the unmodified Program.  The output from running a
 covered work is covered by this License only if the output, given its
 content, constitutes a covered work.  This License acknowledges your
 rights of fair use or other equivalent, as provided by copyright law.
  You may make, run and propagate covered works that you do not
 convey, without conditions so long as your license otherwise remains
 in force.  You may convey covered works to others for the sole purpose
 of having them make modifications exclusively for you, or provide you
 with facilities for running those works, provided that you comply with
 the terms of this License in conveying all material for which you do
 not control copyright.  Those thus making or running the covered works
 for you must do so exclusively on your behalf, under your direction
 and control, on terms that prohibit them from making any copies of
 your copyrighted material outside their relationship with you.
  Conveying under any other circumstances is permitted solely under
 the conditions stated below.  Sublicensing is not allowed; section 10
 makes it unnecessary.
  3. Protecting Users' Legal Rights From Anti-Circumvention Law.
  No covered work shall be deemed part of an effective technological
 measure under any applicable law fulfilling obligations under article
 11 of the WIPO copyright treaty adopted on 20 December 1996, or
 similar laws prohibiting or restricting circumvention of such
 measures.
  When you convey a covered work, you waive any legal power to forbid
 circumvention of technological measures to the extent such circumvention
 is effected by exercising rights under this License with respect to
 the covered work, and you disclaim any intention to limit operation or
 modification of the work as a means of enforcing, against the work's
 users, your or third parties' legal rights to forbid circumvention of
 technological measures.
  4. Conveying Verbatim Copies.
  You may convey verbatim copies of the Program's source code as you
 receive it, in any medium, provided that you conspicuously and
 appropriately publish on each copy an appropriate copyright notice;
 keep intact all notices stating that this License and any
 non-permissive terms added in accord with section 7 apply to the code;
 keep intact all notices of the absence of any warranty; and give all
 recipients a copy of this License along with the Program.
  You may charge any price or no price for each copy that you convey,
 and you may offer support or warranty protection for a fee.
  5. Conveying Modified Source Versions.
  You may convey a work based on the Program, or the modifications to
 produce it from the Program, in the form of source code under the
 terms of section 4, provided that you also meet all of these conditions:
    a) The work must carry prominent notices stating that you modified
    it, and giving a relevant date.
    b) The work must carry prominent notices stating that it is
    released under this License and any conditions added under section
    7.  This requirement modifies the requirement in section 4 to
    "keep intact all notices".
    c) You must license the entire work, as a whole, under this
    License to anyone who comes into possession of a copy.  This
    License will therefore apply, along with any applicable section 7
    additional terms, to the whole of the work, and all its parts,
    regardless of how they are packaged.  This License gives no
    permission to license the work in any other way, but it does not
    invalidate such permission if you have separately received it.
    d) If the work has interactive user interfaces, each must display
    Appropriate Legal Notices; however, if the Program has interactive
    interfaces that do not display Appropriate Legal Notices, your
    work need not make them do so.
  A compilation of a covered work with other separate and independent
 works, which are not by their nature extensions of the covered work,
 and which are not combined with it such as to form a larger program,
 in or on a volume of a storage or distribution medium, is called an
 "aggregate" if the compilation and its resulting copyright are not
 used to limit the access or legal rights of the compilation's users
 beyond what the individual works permit.  Inclusion of a covered work
 in an aggregate does not cause this License to apply to the other
 parts of the aggregate.
  6. Conveying Non-Source Forms.
  You may convey a covered work in object code form under the terms
 of sections 4 and 5, provided that you also convey the
 machine-readable Corresponding Source under the terms of this License,
 in one of these ways:
    a) Convey the object code in, or embodied in, a physical product
    (including a physical distribution medium), accompanied by the
    Corresponding Source fixed on a durable physical medium
    customarily used for software interchange.
    b) Convey the object code in, or embodied in, a physical product
    (including a physical distribution medium), accompanied by a
    written offer, valid for at least three years and valid for as
    long as you offer spare parts or customer support for that product
    model, to give anyone who possesses the object code either (1) a
    copy of the Corresponding Source for all the software in the
    product that is covered by this License, on a durable physical
    medium customarily used for software interchange, for a price no
    more than your reasonable cost of physically performing this
    conveying of source, or (2) access to copy the
    Corresponding Source from a network server at no charge.
    c) Convey individual copies of the object code with a copy of the
    written offer to provide the Corresponding Source.  This
    alternative is allowed only occasionally and noncommercially, and
    only if you received the object code with such an offer, in accord
    with subsection 6b.
    d) Convey the object code by offering access from a designated
    place (gratis or for a charge), and offer equivalent access to the
    Corresponding Source in the same way through the same place at no
    further charge.  You need not require recipients to copy the
    Corresponding Source along with the object code.  If the place to
    copy the object code is a network server, the Corresponding Source
    may be on a different server (operated by you or a third party)
    that supports equivalent copying facilities, provided you maintain
    clear directions next to the object code saying where to find the
    Corresponding Source.  Regardless of what server hosts the
    Corresponding Source, you remain obligated to ensure that it is
    available for as long as needed to satisfy these requirements.
    e) Convey the object code using peer-to-peer transmission, provided
    you inform other peers where the object code and Corresponding
    Source of the work are being offered to the general public at no
    charge under subsection 6d.
  A separable portion of the object code, whose source code is excluded
 from the Corresponding Source as a System Library, need not be
 included in conveying the object code work.
  A "User Product" is either (1) a "consumer product", which means any
 tangible personal property which is normally used for personal, family,
 or household purposes, or (2) anything designed or sold for incorporation
 into a dwelling.  In determining whether a product is a consumer product,
 doubtful cases shall be resolved in favor of coverage.  For a particular
 product received by a particular user, "normally used" refers to a
 typical or common use of that class of product, regardless of the status
 of the particular user or of the way in which the particular user
 actually uses, or expects or is expected to use, the product.  A product
 is a consumer product regardless of whether the product has substantial
 commercial, industrial or non-consumer uses, unless such uses represent
 the only significant mode of use of the product.
  "Installation Information" for a User Product means any methods,
 procedures, authorization keys, or other information required to install
 and execute modified versions of a covered work in that User Product from
 a modified version of its Corresponding Source.  The information must
 suffice to ensure that the continued functioning of the modified object
 code is in no case prevented or interfered with solely because
 modification has been made.
  If you convey an object code work under this section in, or with, or
 specifically for use in, a User Product, and the conveying occurs as
 part of a transaction in which the right of possession and use of the
 User Product is transferred to the recipient in perpetuity or for a
 fixed term (regardless of how the transaction is characterized), the
 Corresponding Source conveyed under this section must be accompanied
 by the Installation Information.  But this requirement does not apply
 if neither you nor any third party retains the ability to install
 modified object code on the User Product (for example, the work has
 been installed in ROM).
  The requirement to provide Installation Information does not include a
 requirement to continue to provide support service, warranty, or updates
 for a work that has been modified or installed by the recipient, or for
 the User Product in which it has been modified or installed.  Access to a
 network may be denied when the modification itself materially and
 adversely affects the operation of the network or violates the rules and
 protocols for communication across the network.
  Corresponding Source conveyed, and Installation Information provided,
 in accord with this section must be in a format that is publicly
 documented (and with an implementation available to the public in
 source code form), and must require no special password or key for
 unpacking, reading or copying.
  7. Additional Terms.
  "Additional permissions" are terms that supplement the terms of this
 License by making exceptions from one or more of its conditions.
 Additional permissions that are applicable to the entire Program shall
 be treated as though they were included in this License, to the extent
 that they are valid under applicable law.  If additional permissions
 apply only to part of the Program, that part may be used separately
 under those permissions, but the entire Program remains governed by
 this License without regard to the additional permissions.
  When you convey a copy of a covered work, you may at your option
 remove any additional permissions from that copy, or from any part of
 it.  (Additional permissions may be written to require their own
 removal in certain cases when you modify the work.)  You may place
 additional permissions on material, added by you to a covered work,
 for which you have or can give appropriate copyright permission.
  Notwithstanding any other provision of this License, for material you
 add to a covered work, you may (if authorized by the copyright holders of
 that material) supplement the terms of this License with terms:
    a) Disclaiming warranty or limiting liability differently from the
    terms of sections 15 and 16 of this License; or
    b) Requiring preservation of specified reasonable legal notices or
    author attributions in that material or in the Appropriate Legal
    Notices displayed by works containing it; or
    c) Prohibiting misrepresentation of the origin of that material, or
    requiring that modified versions of such material be marked in
    reasonable ways as different from the original version; or
    d) Limiting the use for publicity purposes of names of licensors or
    authors of the material; or
    e) Declining to grant rights under trademark law for use of some
    trade names, trademarks, or service marks; or
    f) Requiring indemnification of licensors and authors of that
    material by anyone who conveys the material (or modified versions of
    it) with contractual assumptions of liability to the recipient, for
    any liability that these contractual assumptions directly impose on
    those licensors and authors.
  All other non-permissive additional terms are considered "further
 restrictions" within the meaning of section 10.  If the Program as you
 received it, or any part of it, contains a notice stating that it is
 governed by this License along with a term that is a further
 restriction, you may remove that term.  If a license document contains
 a further restriction but permits relicensing or conveying under this
 License, you may add to a covered work material governed by the terms
 of that license document, provided that the further restriction does
 not survive such relicensing or conveying.
  If you add terms to a covered work in accord with this section, you
 must place, in the relevant source files, a statement of the
 additional terms that apply to those files, or a notice indicating
 where to find the applicable terms.
  Additional terms, permissive or non-permissive, may be stated in the
 form of a separately written license, or stated as exceptions;
 the above requirements apply either way.
  8. Termination.
  You may not propagate or modify a covered work except as expressly
 provided under this License.  Any attempt otherwise to propagate or
 modify it is void, and will automatically terminate your rights under
 this License (including any patent licenses granted under the third
 paragraph of section 11).
  However, if you cease all violation of this License, then your
 license from a particular copyright holder is reinstated (a)
 provisionally, unless and until the copyright holder explicitly and
 finally terminates your license, and (b) permanently, if the copyright
 holder fails to notify you of the violation by some reasonable means
 prior to 60 days after the cessation.
  Moreover, your license from a particular copyright holder is
 reinstated permanently if the copyright holder notifies you of the
 violation by some reasonable means, this is the first time you have
 received notice of violation of this License (for any work) from that
 copyright holder, and you cure the violation prior to 30 days after
 your receipt of the notice.
  Termination of your rights under this section does not terminate the
 licenses of parties who have received copies or rights from you under
 this License.  If your rights have been terminated and not permanently
 reinstated, you do not qualify to receive new licenses for the same
 material under section 10.
  9. Acceptance Not Required for Having Copies.
  You are not required to accept this License in order to receive or
 run a copy of the Program.  Ancillary propagation of a covered work
 occurring solely as a consequence of using peer-to-peer transmission
 to receive a copy likewise does not require acceptance.  However,
 nothing other than this License grants you permission to propagate or
 modify any covered work.  These actions infringe copyright if you do
 not accept this License.  Therefore, by modifying or propagating a
 covered work, you indicate your acceptance of this License to do so.
  10. Automatic Licensing of Downstream Recipients.
  Each time you convey a covered work, the recipient automatically
 receives a license from the original licensors, to run, modify and
 propagate that work, subject to this License.  You are not responsible
 for enforcing compliance by third parties with this License.
  An "entity transaction" is a transaction transferring control of an
 organization, or substantially all assets of one, or subdividing an
 organization, or merging organizations.  If propagation of a covered
 work results from an entity transaction, each party to that
 transaction who receives a copy of the work also receives whatever
 licenses to the work the party's predecessor in interest had or could
 give under the previous paragraph, plus a right to possession of the
 Corresponding Source of the work from the predecessor in interest, if
 the predecessor has it or can get it with reasonable efforts.
  You may not impose any further restrictions on the exercise of the
 rights granted or affirmed under this License.  For example, you may
 not impose a license fee, royalty, or other charge for exercise of
 rights granted under this License, and you may not initiate litigation
 (including a cross-claim or counterclaim in a lawsuit) alleging that
 any patent claim is infringed by making, using, selling, offering for
 sale, or importing the Program or any portion of it.
  11. Patents.
  A "contributor" is a copyright holder who authorizes use under this
 License of the Program or a work on which the Program is based.  The
 work thus licensed is called the contributor's "contributor version".
  A contributor's "essential patent claims" are all patent claims
 owned or controlled by the contributor, whether already acquired or
 hereafter acquired, that would be infringed by some manner, permitted
 by this License, of making, using, or selling its contributor version,
 but do not include claims that would be infringed only as a
 consequence of further modification of the contributor version.  For
 purposes of this definition, "control" includes the right to grant
 patent sublicenses in a manner consistent with the requirements of
 this License.
  Each contributor grants you a non-exclusive, worldwide, royalty-free
 patent license under the contributor's essential patent claims, to
 make, use, sell, offer for sale, import and otherwise run, modify and
 propagate the contents of its contributor version.
  In the following three paragraphs, a "patent license" is any express
 agreement or commitment, however denominated, not to enforce a patent
 (such as an express permission to practice a patent or covenant not to
 sue for patent infringement).  To "grant" such a patent license to a
 party means to make such an agreement or commitment not to enforce a
 patent against the party.
  If you convey a covered work, knowingly relying on a patent license,
 and the Corresponding Source of the work is not available for anyone
 to copy, free of charge and under the terms of this License, through a
 publicly available network server or other readily accessible means,
 then you must either (1) cause the Corresponding Source to be so
 available, or (2) arrange to deprive yourself of the benefit of the
 patent license for this particular work, or (3) arrange, in a manner
 consistent with the requirements of this License, to extend the patent
 license to downstream recipients.  "Knowingly relying" means you have
 actual knowledge that, but for the patent license, your conveying the
 covered work in a country, or your recipient's use of the covered work
 in a country, would infringe one or more identifiable patents in that
 country that you have reason to believe are valid.
  If, pursuant to or in connection with a single transaction or
 arrangement, you convey, or propagate by procuring conveyance of, a
 covered work, and grant a patent license to some of the parties
 receiving the covered work authorizing them to use, propagate, modify
 or convey a specific copy of the covered work, then the patent license
 you grant is automatically extended to all recipients of the covered
 work and works based on it.
  A patent license is "discriminatory" if it does not include within
 the scope of its coverage, prohibits the exercise of, or is
 conditioned on the non-exercise of one or more of the rights that are
 specifically granted under this License.  You may not convey a covered
 work if you are a party to an arrangement with a third party that is
 in the business of distributing software, under which you make payment
 to the third party based on the extent of your activity of conveying
 the work, and under which the third party grants, to any of the
 parties who would receive the covered work from you, a discriminatory
 patent license (a) in connection with copies of the covered work
 conveyed by you (or copies made from those copies), or (b) primarily
 for and in connection with specific products or compilations that
 contain the covered work, unless you entered into that arrangement,
 or that patent license was granted, prior to 28 March 2007.
  Nothing in this License shall be construed as excluding or limiting
 any implied license or other defenses to infringement that may
 otherwise be available to you under applicable patent law.
  12. No Surrender of Others' Freedom.
  If conditions are imposed on you (whether by court order, agreement or
 otherwise) that contradict the conditions of this License, they do not
 excuse you from the conditions of this License.  If you cannot convey a
 covered work so as to satisfy simultaneously your obligations under this
 License and any other pertinent obligations, then as a consequence you may
 not convey it at all.  For example, if you agree to terms that obligate you
 to collect a royalty for further conveying from those to whom you convey
 the Program, the only way you could satisfy both those terms and this
 License would be to refrain entirely from conveying the Program.
  13. Remote Network Interaction; Use with the GNU General Public License.
  Notwithstanding any other provision of this License, if you modify the
 Program, your modified version must prominently offer all users
 interacting with it remotely through a computer network (if your version
 supports such interaction) an opportunity to receive the Corresponding
 Source of your version by providing access to the Corresponding Source
 from a network server at no charge, through some standard or customary
 means of facilitating copying of software.  This Corresponding Source
 shall include the Corresponding Source for any work covered by version 3
 of the GNU General Public License that is incorporated pursuant to the
 following paragraph.
  Notwithstanding any other provision of this License, you have
 permission to link or combine any covered work with a work licensed
 under version 3 of the GNU General Public License into a single
 combined work, and to convey the resulting work.  The terms of this
 License will continue to apply to the part which is the covered work,
 but the work with which it is combined will remain governed by version
 3 of the GNU General Public License.
  14. Revised Versions of this License.
  The Free Software Foundation may publish revised and/or new versions of
 the GNU Affero General Public License from time to time.  Such new versions
 will be similar in spirit to the present version, but may differ in detail to
 address new problems or concerns.
  Each version is given a distinguishing version number.  If the
 Program specifies that a certain numbered version of the GNU Affero General
 Public License "or any later version" applies to it, you have the
 option of following the terms and conditions either of that numbered
 version or of any later version published by the Free Software
 Foundation.  If the Program does not specify a version number of the
 GNU Affero General Public License, you may choose any version ever published
 by the Free Software Foundation.
  If the Program specifies that a proxy can decide which future
 versions of the GNU Affero General Public License can be used, that proxy's
 public statement of acceptance of a version permanently authorizes you
 to choose that version for the Program.
  Later license versions may give you additional or different
 permissions.  However, no additional obligations are imposed on any
 author or copyright holder as a result of your choosing to follow a
 later version.
  15. Disclaimer of Warranty.
  THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
 APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
 HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
 OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
 THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
 PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
 IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
 ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
  16. Limitation of Liability.
  IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
 WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
 THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
 GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
 USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
 DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
 PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
 EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
 SUCH DAMAGES.
  17. Interpretation of Sections 15 and 16.
  If the disclaimer of warranty and limitation of liability provided
 above cannot be given local legal effect according to their terms,
 reviewing courts shall apply local law that most closely approximates
 an absolute waiver of all civil liability in connection with the
 Program, unless a warranty or assumption of liability accompanies a
 copy of the Program in return for a fee.
                     END OF TERMS AND CONDITIONS
            How to Apply These Terms to Your New Programs
  If you develop a new program, and you want it to be of the greatest
 possible use to the public, the best way to achieve this is to make it
 free software which everyone can redistribute and change under these terms.
  To do so, attach the following notices to the program.  It is safest
 to attach them to the start of each source file to most effectively
 state the exclusion of warranty; and each file should have at least
 the "copyright" line and a pointer to where the full notice is found.
    <one line to give the program's name and a brief idea of what it does.>
    Copyright (C) <year>  <name of author>
    This program is free software: you can redistribute it and/or modify
    it under the terms of the GNU Affero General Public License as published
    by the Free Software Foundation, either version 3 of the License, or
    (at your option) any later version.
    This program is distributed in the hope that it will be useful,
    but WITHOUT ANY WARRANTY; without even the implied warranty of
    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
    GNU Affero General Public License for more details.
    You should have received a copy of the GNU Affero General Public License
    along with this program.  If not, see <https://www.gnu.org/licenses/>.
 Also add information on how to contact you by electronic and paper mail.
  If your software can interact with users remotely through a computer
 network, you should also make sure that it provides a way for users to
 get its source.  For example, if your program is a web application, its
 interface could display a "Source" link that leads users to an archive
 of the code.  There are many ways you could offer source, and different
 solutions will be better for different programs; see section 13 for the
 specific requirements.
  You should also get your employer (if you work as a programmer) or school,
 if any, to sign a "copyright disclaimer" for the program, if necessary.
 For more information on this, and how to apply and follow the GNU AGPL, see
 <https://www.gnu.org/licenses/>.
@@ -1,20 +1,132 @@
-<h1>One AI</h1>
+One AI - Name TBD, this is just the shortest name I could think of and IDRC
-<h2>Description:</h2>
+Usage:
-End-to-end solution for self-deploying a secure and private AI. Ideally, always using the latest and greatest open-source technologies available and optimizing the connection between them.
+As of right now, running is not streamlined. Of particular note is using
 cloudflared tunnels. I've done my own Cloudflare Tunnel configuration,
 but in the future that will be automated as part of the installation process,
 along with much more. These instructions are (currently) only for Linux.
 In the meantime:
-<h3>Dependencies:</h3>
+1. Install dependencies listed below:
      - ollama,
      - go,
      - cloudflared,
      - flutter,
-```
+      - docker, (optional)
 pip install scipy pydub torch torchaudio wavio silero sounddevice;
 ```
-<h3>Usage:</h3>
+    eg. `pacman -S ollama go docker cloudflared; yay -s flutter;`
-<p>Currently, you have 5 seconds to record a prompt. It will automatically place "in 50 words or less" at the start of your prompt for faster testing. The Text To Speech (TTS) engine is not great quality, at least at first. Just getting the basic structure together, more to come...</p>
+2. Setup Ollama. If you're on a laptop (non-gaming variety), run `ollama pull
   qwen:0.5b`. If you're running this on something with a beefy GPU, run
   `ollama pull llama3`. Word of warning, qwen is really dumb, but it's light.
   it tried to convince me there were 12 letters in the alphabet.
-<h3>TODO:</h3>
+3. Start the web server via Docker or plain Golang:
   a) Go to ./backend/src/security-layer/ and run `./init`. The exact script is
      within the repository, but the commands can be ran as follows:
        ```
        #!/bin/zsh
        # Force delete the old container and re-initialize the container.
        sudo docker rm -f security-layer
- [ ] Installation script, preferably need some kind of pipeline to auto-inject dependencies into the install script.
+        # Build the Docker image.
- [ ] Send and receive text files over USB
+        sudo docker build --tag security-layer:latest .
- [ ] GUI in flutter
+
        # Create a Docker container from the image and connect host port 8000 to container port 8000.
        sudo docker run --name security-layer -d -p 8000:8000 security-layer:latest
        ```
   b) Go to ./backend/src/security-layer/container and run `go run router.go`.
 4. Edit ~/.cloudflared/config.yml to to indicate something along these lines:
      ```
      tunnel: another-long-weird-hash
      credentials-file: /home/username/.cloudflared/another-long-weird-hash.json
      ingress:
        - hostname: somedomain.cloudflare.com
          service: http://localhost:8080
      ```
 5. Start the Cloudflare Tunnel on the host/server machine. For Linux, it should
   be a command like `sudo cloudflared service install areallylonghash@sha-256?`
 TODO:
  Urgent:
  - [x] Basic Documentation
  - [ ] Installation/setup script
    - [ ] AES-256 Private and Public key handshake via USB.
    - [ ] Cloudflare Tunnel setup via cloudflared
    - [ ] Daemonize service
  - [x] Encryption
    - [x] SHA-1 hash API request/response
    - [x] Encrypt API request
    - [x] Encrypt API response
  - [ ] Dockerize backend
    - [ ] Broke Dockerfile, need to expose additional ports.
  - [ ] Golang backend, connect to other services/projects
    - [x] Port 8080 -> self-hosted portfolio
    - [x] Port 8081 -> self-hosted AI API
    - [x] Encryption
    - [ ] User authentication via JWT
  - [ ] Refactor
  - [ ] Testing
  - [ ] Connect Flutter Web App to server
  Soon:
  - [ ] Raspberry Pi nightly package
  - [ ] Image support via llava
    - [x] Encode images to Base64 in frontend
    - [ ] Redirect prompts to appropriate model.
    - [ ] Image generation via llava, encode to Base64
  - [ ] GUI in Flutter
    - [x] Conversations list
    - [x] Conversation view
    - [ ] Settings
    - [x] File picker
    - [x] Image picker
    - [x] Camera
    - [x] On-device Speech to Text
    - [x] On-device Text to Speech
  Later:
  - [ ] Document support via OmniParser
    - [ ] Encode files to Base64 to/from backend.
    - [ ] Connect to external services like Google Drive
  - [ ] Context support
    - [ ] Access self-hosted or cloud calendar
    - [ ] Access self-hosted or cloud todo
    - [ ] Access self-hosted or cloud notes/docs
    - [ ] Access self-hosted or cloud photos/videos
  - [ ] User settings
    - [ ] Especially conversation history.
    - [ ] Choose default models
    - [ ] Connect to external API services
  - [ ] Convert API from REST to WebSocket architecture.
    - NOTE: This is to allow for the text streaming effect,
    but also audio, video, and for reducing bandwidth.
  - [ ] Backend Speech-To-Text and Text-To-Speech
    - NOTE: This is primarily due to the lack of native
    API's on Windows, MacOS, and Linux.
  - [ ] Update physical backend server to NixOS.
 Way later:
 - [ ] External hardware integration -> see personal notes
 This project has been built, structured, architected, etc. in conjunction
 with AI, specifically the llama3 and qwen2 models.
@@ -0,0 +1,4 @@
 API endpoints: /example
    - GET -> Returns JSON from example
    - POST -> Add JSON :q
@@ -0,0 +1,3 @@
 #!/bin/zsh
 # Install Docker
@@ -0,0 +1,27 @@
 # syntax=docker/dockerfile:1
 FROM golang:1.22.5
 # Set destination for COPY
 WORKDIR /tmp/docker/security-layer
 # Download Go modules
 COPY ./container/go.mod ./container/go.sum ./
 RUN go mod download
 # Copy the source code. Note the slash at the end, as explained in
 # https://docs.docker.com/reference/dockerfile/#copy
 COPY ./container/*.go ./
 # Build
 RUN CGO_ENABLED=0 GOOS=linux go build -o /security-layer
 # Optional:
 # To bind to a TCP port, runtime parameters must be supplied to the docker command.
 # But we can document in the Dockerfile what ports
 # the application is going to listen on by default.
 # https://docs.docker.com/reference/dockerfile/#expose
 EXPOSE 8000
 # Run
 CMD ["/security-layer"]
@@ -0,0 +1,230 @@
 package main
 import (
 	//"context"
 	"crypto/aes"
 	"crypto/cipher"
 	//"sync"
 	"crypto/rand"
 	"crypto/sha1"
 	"encoding/base64"
 	"encoding/hex"
 	//"encoding/json"
 	"errors"
 	"fmt"
 	"io"
 	"log"
 	"net/http"
 	//"os"
 	//"os/signal"
 	"strconv"
 	"strings"
 	"time"
 	"github.com/golang-jwt/jwt/v5"
 	"github.com/gorilla/mux"
 )
 // TODO: Dynamically get key? Need to research best way to store private keys between two devices.
 var key = []byte("passphrasewhichneedstobe32bytes!")
 func createToken(username string) (string, error) {
 	token := jwt.NewWithClaims(jwt.SigningMethodHS256,
 		jwt.MapClaims{
 			"username": username,
 			"exp":      time.Now().Add(time.Hour * 24).Unix(),
 		})
 	jwtToken, err := token.SignedString(key)
 	if err != nil {
 		return "Error creating JWT.", err
 	}
 	return jwtToken, nil
 }
 func verifyToken(tokenString string) error {
 	token, err := jwt.Parse(tokenString, func(token *jwt.Token) (interface{}, error) {
 		return key, nil
 	})
 	if err != nil {
 		return err
 	}
 	if !token.Valid {
 		return fmt.Errorf("invalid token")
 	}
 	return nil
 }
 func hash(text string) string {
 	hasher := sha1.New()
 	hasher.Write([]byte(text))
 	return base64.URLEncoding.EncodeToString(hasher.Sum(nil))
 }
 func encrypt() {
 	var newCommunication Communication
 	text := []byte(newCommunication.Communication)
 	c, err := aes.NewCipher(key)
 	if err != nil {
 		return
 		//gc.IndentedJSON(http.StatusBadRequest, gin.H{"message": err})
 	}
 	gcm, err := cipher.NewGCM(c)
 	if err != nil {
 		return
 		//gc.IndentedJSON(http.StatusBadRequest, gin.H{"message": err})
 	}
 	nonce := make([]byte, gcm.NonceSize())
 	if _, err = io.ReadFull(rand.Reader, nonce); err != nil {
 		return
 		//gc.IndentedJSON(http.StatusBadRequest, gin.H{"message": err})
 	}
 	var b []byte = gcm.Seal(nonce, nonce, text, nil)
 	hex, err := convertBytesToHex(b)
 	if err != nil {
 		fmt.Println(err)
 	}
 	var test string = "{data: " + hex + ", hash: " + hash(string(text)) + "}"
 	log.Println("encrypted string:" + test)
 	//gc.IndentedJSON(http.StatusCreated, gin.H{"message": test})
 }
 func convertBytesToHex(b []byte) (string, error) {
 	// Handle nil pointer case
 	if b == nil {
 		return "", errors.New("nil pointer provided for hex string")
 	}
 	// Split the hex string by spaces
 	var h string = hex.EncodeToString(b)
 	var builder strings.Builder
 	for i := 0; i < len(h); i += 2 {
 		end := i + 2
 		if end > len(h) {
 			end = len(h)
 		}
 		chunk := h[i:end]
 		builder.WriteString(chunk)
 		if end < len(h) {
 			builder.WriteString(" ")
 		}
 	}
 	// Return the slice of uint8 and any errors encountered
 	return builder.String(), nil
 }
 func convertHexToBytes(hexString *string) ([]uint8, error) {
 	// Handle nil pointer case
 	if hexString == nil {
 		return nil, errors.New("nil pointer provided for hex string")
 	}
 	// Split the hex string by spaces
 	hexBytes := strings.Fields(*hexString)
 	// Initialize an empty slice for uint8
 	data := make([]uint8, len(hexBytes))
 	// Iterate and convert each hex byte
 	for i, hexByte := range hexBytes {
 		// Convert each hex string to a uint8 value (handling errors)
 		value, err := strconv.ParseUint(hexByte, 16, 8)
 		if err != nil {
 			return nil, fmt.Errorf("error parsing hex byte '%s': %w", hexByte, err)
 		}
 		// Assign the converted value to the slice
 		data[i] = uint8(value)
 	}
 	// Return the slice of uint8 and any errors encountered
 	return data, nil
 }
 func decrypt(input *Communication, output *Chat) bool {
 	// TODO: Add testing flag for easier manipulation.
 	//ciphertext, err := ioutil.ReadFile("myfile")
 	ciphertext, err := convertHexToBytes(&input.Communication)
 	// if our program was unable to read the file
 	// print out the reason why it can't
 	if err != nil {
 		fmt.Println(err)
 	}
 	c, err := aes.NewCipher(key)
 	if err != nil {
 		fmt.Println(err)
 	}
 	gcm, err := cipher.NewGCM(c)
 	if err != nil {
 		fmt.Println(err)
 	}
 	nonceSize := gcm.NonceSize()
 	if len(ciphertext) < nonceSize {
 		fmt.Println(err)
 	}
 	nonce, ciphertext := ciphertext[:nonceSize], ciphertext[nonceSize:]
 	plaintext, err := gcm.Open(nil, nonce, ciphertext, nil)
 	if err != nil {
 		fmt.Println(err)
 	}
 	s := string(plaintext)
 	if validateHash(s, input.Hash) {
 		output.Content = s
 		return true
 	}
 	input.Communication = "DATA CORRUPTED OR TAMPERED"
 	return false
 }
 // Validate there's no tampering with SHA-1 sum. The decrypted hash and the transmitted hash should be identical.
 func validateHash(decrypted string, hash string) bool {
 	// Calculate the SHA256 sum of the decrypted request
 	hasher := sha1.New()
 	hasher.Write([]byte(decrypted))
 	decryptedHashString := base64.URLEncoding.EncodeToString(hasher.Sum(nil))
 	// TODO: Add error handling if hash doesn't match.
 	return decryptedHashString == hash
 }
 // Serve the authentication and encryption layer to a provided local port.
 // Authentication takes place solely on the backend.
 func ServeAuthentication(
 	router *mux.Router,
 	port int,
 ) {
 	// TODO: Add error handling
 	authR := router.Host("http://localhost").Subrouter()
 	authSrv := &http.Server{
 		Addr:         "0.0.0.0:" + string(port),
 		WriteTimeout: time.Second * 15,
 		ReadTimeout:  time.Second * 15,
 		IdleTimeout:  time.Second * 60,
 		Handler:      authR,
 	}
 	go func() {
 		if err := authSrv.ListenAndServe(); err != nil && err != http.ErrServerClosed {
 			log.Println(err)
 		}
 	}()
 	log.Println("Auth server is running on port " + string(port))
 }
@@ -0,0 +1,55 @@
 module one-ai/backend
 go 1.22.5
 require (
 	github.com/bytedance/sonic v1.11.6 // indirect
 	github.com/bytedance/sonic/loader v0.1.1 // indirect
 	github.com/cloudwego/base64x v0.1.4 // indirect
 	github.com/cloudwego/iasm v0.2.0 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
 	github.com/fsnotify/fsnotify v1.7.0 // indirect
 	github.com/gabriel-vasile/mimetype v1.4.3 // indirect
 	github.com/gin-contrib/sse v0.1.0 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
 	github.com/go-playground/validator/v10 v10.20.0 // indirect
 	github.com/goccy/go-json v0.10.2 // indirect
 	github.com/golang-jwt/jwt/v5 v5.2.1 // indirect
 	github.com/gorilla/handlers v1.5.2 // indirect
 	github.com/gorilla/mux v1.8.1 // indirect
 	github.com/gorilla/securecookie v1.1.2 // indirect
 	github.com/gorilla/sessions v1.3.0 // indirect
 	github.com/gorilla/websocket v1.5.3 // indirect
 	github.com/hashicorp/hcl v1.0.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
 	github.com/klauspost/cpuid/v2 v2.2.7 // indirect
 	github.com/leodido/go-urn v1.4.0 // indirect
 	github.com/magiconair/properties v1.8.7 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/mitchellh/mapstructure v1.5.0 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/pelletier/go-toml/v2 v2.2.2 // indirect
 	github.com/sagikazarmark/locafero v0.4.0 // indirect
 	github.com/sagikazarmark/slog-shim v0.1.0 // indirect
 	github.com/sourcegraph/conc v0.3.0 // indirect
 	github.com/spf13/afero v1.11.0 // indirect
 	github.com/spf13/cast v1.6.0 // indirect
 	github.com/spf13/pflag v1.0.5 // indirect
 	github.com/spf13/viper v1.19.0 // indirect
 	github.com/subosito/gotenv v1.6.0 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/ugorji/go/codec v1.2.12 // indirect
 	go.uber.org/atomic v1.9.0 // indirect
 	go.uber.org/multierr v1.9.0 // indirect
 	golang.org/x/arch v0.8.0 // indirect
 	golang.org/x/crypto v0.23.0 // indirect
 	golang.org/x/exp v0.0.0-20230905200255-921286631fa9 // indirect
 	golang.org/x/net v0.25.0 // indirect
 	golang.org/x/sys v0.20.0 // indirect
 	golang.org/x/text v0.15.0 // indirect
 	google.golang.org/protobuf v1.34.1 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )
@@ -0,0 +1,129 @@
 github.com/bytedance/sonic v1.11.6 h1:oUp34TzMlL+OY1OUWxHqsdkgC/Zfc85zGqw9siXjrc0=
 github.com/bytedance/sonic v1.11.6/go.mod h1:LysEHSvpvDySVdC2f87zGWf6CIKJcAvqab1ZaiQtds4=
 github.com/bytedance/sonic/loader v0.1.1 h1:c+e5Pt1k/cy5wMveRDyk2X4B9hF4g7an8N3zCYjJFNM=
 github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
 github.com/cloudwego/base64x v0.1.4 h1:jwCgWpFanWmN8xoIUHa2rtzmkd5J2plF/dnLS6Xd/0Y=
 github.com/cloudwego/base64x v0.1.4/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
 github.com/cloudwego/iasm v0.2.0 h1:1KNIy1I1H9hNNFEEH3DVnI4UujN+1zjpuk6gwHLTssg=
 github.com/cloudwego/iasm v0.2.0/go.mod h1:8rXZaNYT2n95jn+zTI1sDr+IgcD2GVs0nlbbQPiEFhY=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
 github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
 github.com/fsnotify/fsnotify v1.7.0 h1:8JEhPFa5W2WU7YfeZzPNqzMP6Lwt7L2715Ggo0nosvA=
 github.com/fsnotify/fsnotify v1.7.0/go.mod h1:40Bi/Hjc2AVfZrqy+aj+yEI+/bRxZnMJyTJwOpGvigM=
 github.com/gabriel-vasile/mimetype v1.4.3 h1:in2uUcidCuFcDKtdcBxlR0rJ1+fsokWf+uqxgUFjbI0=
 github.com/gabriel-vasile/mimetype v1.4.3/go.mod h1:d8uq/6HKRL6CGdk+aubisF/M5GcPfT7nKyLpA0lbSSk=
 github.com/gin-contrib/sse v0.1.0 h1:Y/yl/+YNO8GZSjAhjMsSuLt29uWRFHdHYUb5lYOV9qE=
 github.com/gin-contrib/sse v0.1.0/go.mod h1:RHrZQHXnP2xjPF+u1gW/2HnVO7nvIa9PG3Gm+fLHvGI=
 github.com/gin-gonic/gin v1.10.0 h1:nTuyha1TYqgedzytsKYqna+DfLos46nTv2ygFy86HFU=
 github.com/gin-gonic/gin v1.10.0/go.mod h1:4PMNQiOhvDRa013RKVbsiNwoyezlm2rm0uX/T7kzp5Y=
 github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/oXslEjJA=
 github.com/go-playground/locales v0.14.1/go.mod h1:hxrqLVvrK65+Rwrd5Fc6F2O76J/NuW9t0sjnWqG1slY=
 github.com/go-playground/universal-translator v0.18.1 h1:Bcnm0ZwsGyWbCzImXv+pAJnYK9S473LQFuzCbDbfSFY=
 github.com/go-playground/universal-translator v0.18.1/go.mod h1:xekY+UJKNuX9WP91TpwSH2VMlDf28Uj24BCp08ZFTUY=
 github.com/go-playground/validator/v10 v10.20.0 h1:K9ISHbSaI0lyB2eWMPJo+kOS/FBExVwjEviJTixqxL8=
 github.com/go-playground/validator/v10 v10.20.0/go.mod h1:dbuPbCMFw/DrkbEynArYaCwl3amGuJotoKCe95atGMM=
 github.com/goccy/go-json v0.10.2 h1:CrxCmQqYDkv1z7lO7Wbh2HN93uovUHgrECaO5ZrCXAU=
 github.com/goccy/go-json v0.10.2/go.mod h1:6MelG93GURQebXPDq3khkgXZkazVtN9CRI+MGFi0w8I=
 github.com/golang-jwt/jwt/v5 v5.2.1 h1:OuVbFODueb089Lh128TAcimifWaLhJwVflnrgM17wHk=
 github.com/golang-jwt/jwt/v5 v5.2.1/go.mod h1:pqrtFR0X4osieyHYxtmOUWsAWrfe1Q5UVIyoH402zdk=
 github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
 github.com/gorilla/handlers v1.5.2 h1:cLTUSsNkgcwhgRqvCNmdbRWG0A3N4F+M2nWKdScwyEE=
 github.com/gorilla/handlers v1.5.2/go.mod h1:dX+xVpaxdSw+q0Qek8SSsl3dfMk3jNddUkMzo0GtH0w=
 github.com/gorilla/mux v1.8.1 h1:TuBL49tXwgrFYWhqrNgrUNEY92u81SPhu7sTdzQEiWY=
 github.com/gorilla/mux v1.8.1/go.mod h1:AKf9I4AEqPTmMytcMc0KkNouC66V3BtZ4qD5fmWSiMQ=
 github.com/gorilla/securecookie v1.1.2 h1:YCIWL56dvtr73r6715mJs5ZvhtnY73hBvEF8kXD8ePA=
 github.com/gorilla/securecookie v1.1.2/go.mod h1:NfCASbcHqRSY+3a8tlWJwsQap2VX5pwzwo4h3eOamfo=
 github.com/gorilla/sessions v1.3.0 h1:XYlkq7KcpOB2ZhHBPv5WpjMIxrQosiZanfoy1HLZFzg=
 github.com/gorilla/sessions v1.3.0/go.mod h1:ePLdVu+jbEgHH+KWw8I1z2wqd0BAdAQh/8LRvBeoNcQ=
 github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
 github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
 github.com/hashicorp/hcl v1.0.0 h1:0Anlzjpi4vEasTeNFn2mLJgTSwt0+6sfsiTG8qcWGx4=
 github.com/hashicorp/hcl v1.0.0/go.mod h1:E5yfLk+7swimpb2L/Alb/PJmXilQ/rhwaUYs4T20WEQ=
 github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
 github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
 github.com/klauspost/cpuid/v2 v2.0.9/go.mod h1:FInQzS24/EEf25PyTYn52gqo7WaD8xa0213Md/qVLRg=
 github.com/klauspost/cpuid/v2 v2.2.7 h1:ZWSB3igEs+d0qvnxR/ZBzXVmxkgt8DdzP6m9pfuVLDM=
 github.com/klauspost/cpuid/v2 v2.2.7/go.mod h1:Lcz8mBdAVJIBVzewtcLocK12l3Y+JytZYpaMropDUws=
 github.com/knz/go-libedit v1.10.1/go.mod h1:MZTVkCWyz0oBc7JOWP3wNAzd002ZbM/5hgShxwh4x8M=
 github.com/leodido/go-urn v1.4.0 h1:WT9HwE9SGECu3lg4d/dIA+jxlljEa1/ffXKmRjqdmIQ=
 github.com/leodido/go-urn v1.4.0/go.mod h1:bvxc+MVxLKB4z00jd1z+Dvzr47oO32F/QSNjSBOlFxI=
 github.com/magiconair/properties v1.8.7 h1:IeQXZAiQcpL9mgcAe1Nu6cX9LLw6ExEHKjN0VQdvPDY=
 github.com/magiconair/properties v1.8.7/go.mod h1:Dhd985XPs7jluiymwWYZ0G4Z61jb3vdS329zhj2hYo0=
 github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY=
 github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
 github.com/mitchellh/mapstructure v1.5.0 h1:jeMsZIYE/09sWLaz43PL7Gy6RuMjD2eJVyuac5Z2hdY=
 github.com/mitchellh/mapstructure v1.5.0/go.mod h1:bFUtVrKA4DC2yAKiSyO/QUcy7e+RRV2QTWOzhPopBRo=
 github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
 github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w8PVh93nsPXa1VrQ6jlwL5oN8l14QlcNfg=
 github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
 github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
 github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
 github.com/pelletier/go-toml/v2 v2.2.2 h1:aYUidT7k73Pcl9nb2gScu7NSrKCSHIDE89b3+6Wq+LM=
 github.com/pelletier/go-toml/v2 v2.2.2/go.mod h1:1t835xjRzz80PqgE6HHgN2JOsmgYu/h4qDAS4n929Rs=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/quaxlyqueen/services v1.0.0 h1:k3VaNSHydxetGVGkv8zKV8H/FlVtLtcDCiENyIAYvjo=
 github.com/quaxlyqueen/services v1.0.0/go.mod h1:mTP/H7h+u+H/NzcNh3igIP/hkLA4ETYRU9dh9pUfClM=
 github.com/quaxlyqueen/services v1.0.1 h1:k6d7j7AKh0QxbzRNFlT0N7ebByTQzYPCGQinvJHH76k=
 github.com/quaxlyqueen/services v1.0.1/go.mod h1:DONdzmMLG0uArv3wBqyMRnJpC5/Kbt7jIXsck1ZhYxE=
 github.com/sagikazarmark/locafero v0.4.0 h1:HApY1R9zGo4DBgr7dqsTH/JJxLTTsOt7u6keLGt6kNQ=
 github.com/sagikazarmark/locafero v0.4.0/go.mod h1:Pe1W6UlPYUk/+wc/6KFhbORCfqzgYEpgQ3O5fPuL3H4=
 github.com/sagikazarmark/slog-shim v0.1.0 h1:diDBnUNK9N/354PgrxMywXnAwEr1QZcOr6gto+ugjYE=
 github.com/sagikazarmark/slog-shim v0.1.0/go.mod h1:SrcSrq8aKtyuqEI1uvTDTK1arOWRIczQRv+GVI1AkeQ=
 github.com/sourcegraph/conc v0.3.0 h1:OQTbbt6P72L20UqAkXXuLOj79LfEanQ+YQFNpLA9ySo=
 github.com/sourcegraph/conc v0.3.0/go.mod h1:Sdozi7LEKbFPqYX2/J+iBAM6HpqSLTASQIKqDmF7Mt0=
 github.com/spf13/afero v1.11.0 h1:WJQKhtpdm3v2IzqG8VMqrr6Rf3UYpEF239Jy9wNepM8=
 github.com/spf13/afero v1.11.0/go.mod h1:GH9Y3pIexgf1MTIWtNGyogA5MwRIDXGUr+hbWNoBjkY=
 github.com/spf13/cast v1.6.0 h1:GEiTHELF+vaR5dhz3VqZfFSzZjYbgeKDpBxQVS4GYJ0=
 github.com/spf13/cast v1.6.0/go.mod h1:ancEpBxwJDODSW/UG4rDrAqiKolqNNh2DX3mk86cAdo=
 github.com/spf13/pflag v1.0.5 h1:iy+VFUOCP1a+8yFto/drg2CJ5u0yRoB7fZw3DKv/JXA=
 github.com/spf13/pflag v1.0.5/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
 github.com/spf13/viper v1.19.0 h1:RWq5SEjt8o25SROyN3z2OrDB9l7RPd3lwTWU8EcEdcI=
 github.com/spf13/viper v1.19.0/go.mod h1:GQUN9bilAbhU/jgc1bKs99f/suXKeUMct8Adx5+Ntkg=
 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
 github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
 github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
 github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
 github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
 github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
 github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
 github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
 github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
 github.com/subosito/gotenv v1.6.0 h1:9NlTDc1FTs4qu0DDq7AEtTPNw6SVm7uBMsUCUjABIf8=
 github.com/subosito/gotenv v1.6.0/go.mod h1:Dk4QP5c2W3ibzajGcXpNraDfq2IrhjMIvMSWPKKo0FU=
 github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS4MhqMhdFk5YI=
 github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
 github.com/ugorji/go/codec v1.2.12 h1:9LC83zGrHhuUA9l16C9AHXAqEV/2wBQ4nkvumAE65EE=
 github.com/ugorji/go/codec v1.2.12/go.mod h1:UNopzCgEMSXjBc6AOMqYvWC1ktqTAfzJZUZgYf6w6lg=
 go.uber.org/atomic v1.9.0 h1:ECmE8Bn/WFTYwEW/bpKD3M8VtR/zQVbavAoalC1PYyE=
 go.uber.org/atomic v1.9.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc=
 go.uber.org/multierr v1.9.0 h1:7fIwc/ZtS0q++VgcfqFDxSBZVv/Xo49/SYnDFupUwlI=
 go.uber.org/multierr v1.9.0/go.mod h1:X2jQV1h+kxSjClGpnseKVIxpmcjrj7MNnI0bnlfKTVQ=
 golang.org/x/arch v0.0.0-20210923205945-b76863e36670/go.mod h1:5om86z9Hs0C8fWVUuoMHwpExlXzs5Tkyp9hOrfG7pp8=
 golang.org/x/arch v0.8.0 h1:3wRIsP3pM4yUptoR96otTUOXI367OS0+c9eeRi9doIc=
 golang.org/x/arch v0.8.0/go.mod h1:FEVrYAQjsQXMVJ1nsMoVVXPZg6p2JE2mx8psSWTDQys=
 golang.org/x/crypto v0.23.0 h1:dIJU/v2J8Mdglj/8rJ6UUOM3Zc9zLZxVZwwxMooUSAI=
 golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v8=
 golang.org/x/exp v0.0.0-20230905200255-921286631fa9 h1:GoHiUyI/Tp2nVkLI2mCxVkOjsbSXD66ic0XW0js0R9g=
 golang.org/x/exp v0.0.0-20230905200255-921286631fa9/go.mod h1:S2oDrQGGwySpoQPVqRShND87VCbxmc6bL1Yd2oYrm6k=
 golang.org/x/net v0.25.0 h1:d/OCCoBEUq33pjydKrGQhw7IlUPI2Oylr+8qLx49kac=
 golang.org/x/net v0.25.0/go.mod h1:JkAGAh7GEvH74S6FOH42FLoXpXbE/aqXSrIQjXgsiwM=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.20.0 h1:Od9JTbYCk261bKm4M/mw7AklTlFYIa0bIp9BgSm1S8Y=
 golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/text v0.15.0 h1:h1V/4gjBv8v9cjcR6+AR5+/cIYK5N/WAgiv4xlsEtAk=
 golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 google.golang.org/protobuf v1.34.1 h1:9ddQBjfCyZPOHPUiPxpYESBLc+T8P3E+Vo4IbKZgFWg=
 google.golang.org/protobuf v1.34.1/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/ini.v1 v1.67.0 h1:Dgnx+6+nfE+IfzjUEISNeydPJh9AXNNsWbGP9KzCsOA=
 gopkg.in/ini.v1 v1.67.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 nullprogram.com/x/optparse v1.0.0/go.mod h1:KdyPE+Igbe0jQUrVfMqDMeJQIJZEuyV7pjYmp6pbG50=
 rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4=
@@ -0,0 +1,324 @@
 package main
 import (
 	"context"
 	"encoding/json"
 	"fmt"
 	"io"
 	"log"
 	"net/http"
 	"os"
 	"os/signal"
 	"strings"
 	"sync"
 	"time"
 	"github.com/gorilla/mux"
  "github.com/spf13/pflag"
  "github.com/spf13/viper"
 )
 var CONFIG_FILE string
 var config ConfigStructure
 var chats []Chat
 // Interfaces with the internal API to encrypt a message and return it in a
 // Communication struct (see types.go). This should be called after a
 // response has been received from the internal API for the AI, but before
 // sending a HTTP response to the client.
 func encryptMessage(response string) Communication {
 	encryptedMessage := Communication{}
 	msgToEncrypt := Communication{}
 	msgToEncrypt.Communication = response
 	msgToEncrypt.Hash = ""
 	j, err := json.Marshal(msgToEncrypt)
 	if err != nil {
 		msgToEncrypt.Communication = ""
 		return msgToEncrypt
 	}
 	buf := strings.NewReader(string(j))
 	resp, err := http.Post("http://localhost:1113/encrypt", "application/json", buf)
 	if err != nil {
 		encryptedMessage.Communication = "Error connecting to internal auth API."
 		return encryptedMessage
 	}
 	defer resp.Body.Close()
 	// Decode the JSON response into a temporary struct
 	var responseData struct {
 		Communication string `json:"communication"`
 		Hash          string `json:"hash"`
 	}
 	if err := json.NewDecoder(resp.Body).Decode(&responseData); err != nil {
 		encryptedMessage.Communication = "Error decoding JSON response from internal auth API."
 		return encryptedMessage
 	}
 	// Extract the desired fields and assign them to Communication struct
 	encryptedMessage.Communication = responseData.Communication
 	encryptedMessage.Hash = responseData.Hash
 	return encryptedMessage
 }
 // Interfaces with the internal API to decrypt a message and return the prompt
 // as a string.
 // TODO: Allow for additional fields for the client, ie. streaming, model, etc.
 func decryptMessage(comm Communication) Communication {
 	j, err := json.Marshal(comm)
 	if err != nil {
 		return Communication{}
 	}
 	buf := strings.NewReader(string(j))
 	resp, err := http.Post("http://localhost:1113/decrypt", "application/json", buf)
 	if err != nil {
 		return Communication{}
 	}
 	defer resp.Body.Close()
 	// Decode the JSON response into a temporary struct
 	var responseData struct {
 		Filetype      string `json:"filetype"`
 		Communication string `json:"communication"`
 		Hash          string `json:"hash"`
 	}
 	if err := json.NewDecoder(resp.Body).Decode(&responseData); err != nil {
 		return Communication{}
 	}
 	return responseData
 }
 func sendError(w http.ResponseWriter, msg string) {
 	w.WriteHeader(http.StatusBadRequest)
 	w.Header().Set("Content-Type", "application/json")
 	fmt.Fprintf(w, msg)
 }
 func sendResponse(w http.ResponseWriter, encryptedMessage Communication) {
 	encryptedResponse, err := json.Marshal(encryptedMessage)
 	if err != nil {
 		sendError(w, "Error marshalling JSON of encrypted message.")
 		return
 	}
 	w.WriteHeader(http.StatusOK)
 	w.Header().Set("Content-Type", "application/json")
 	fmt.Fprintf(w, string(encryptedResponse))
 }
 // User HTTP GET request has the prompt decrypted and verified with a SHA-1 checksum.
 // If there's been no data corruption, re-construct user prompt for ollama
 // TODO: Eventually, add additional logic that will allow for re-direction and contextual awareness (pre-processing)
 func chat(w http.ResponseWriter, r *http.Request) {
 		model := "qwen:0.5b" // qwen:0.5b used for testing while hosting from my laptop. llama3 seems to be the best to use normally.
 	input, err := io.ReadAll(r.Body)
 	if err != nil {
 		return
 	}
 	defer r.Body.Close()
 	prompt := Communication{}
 	json.Unmarshal(input, &prompt)
 	prompt = decryptMessage(prompt)
 	// TODO: Add support for dynamically changing models.
 	switch prompt.Filetype {
 	case "txt":
 		model = "qwen:0.5b"
 	case "img":
 		model = "llava"
 	case "doc":
 		model = "omniparser"
 	}
 	newChat := Chat{}
 	newChat.Role = true
 	newChat.Content = prompt.Communication
 	if len(chats) == 0 {
 		chats = []Chat{newChat}
 	} else {
 		chats = append(chats, newChat)
 	}
 	apiCall := PromptWHistory{}
 	apiCall.Model = model
 	apiCall.Messages = chats
 	// TODO: Allow for this as a user setting...
 	apiCall.Stream = false
 	j, err := json.Marshal(apiCall)
 	buf := strings.NewReader(string(j))
 	// Port 11434 corresponds to Ollama. Direct access to Ollama is restricted.
 	resp, err := http.Post("http://localhost:11434/api/chat", "application/json", buf)
 	if err != nil {
 		sendError(w, "Error connecting to local process.")
 		return
 	}
 	output, err := io.ReadAll(resp.Body)
 	if err != nil {
 		sendError(w, "Error reading local process communication.")
 		return
 	}
 	defer r.Body.Close()
 	response := ResponseWHistory{}
 	json.Unmarshal(output, &response)
 	sendResponse(w, encryptMessage(response.Message.Content))
 }
 func generate(w http.ResponseWriter, r *http.Request) {
 	model := "qwen:0.5b" // qwen:0.5b used for testing while hosting from my laptop. llama3 seems to be the best to use normally.
 	input, err := io.ReadAll(r.Body)
 	if err != nil {
 		sendError(w, "Error reading request.")
 		return
 	}
 	defer r.Body.Close()
 	prompt := Communication{}
 	err = json.Unmarshal(input, &prompt)
 	if err != nil {
 		sendError(w, "Error unmarshaling JSON.")
 		return
 	}
 	prompt = decryptMessage(prompt)
 	// TODO: Add support for dynamically changing models.
 	switch prompt.Filetype {
 	case "txt":
 		model = "qwen:0.5b"
 	case "img":
 		model = "llava"
 	case "doc":
 		model = "omniparser"
 	}
 	apicall := "{\"model\": \""
 	apicall = apicall + model
 	apicall = apicall + "\", \"prompt\": \""
 	apicall = apicall + prompt.Communication
 	apicall = apicall + "\", \"stream\": false }"
 	buf := strings.NewReader(apicall)
 	resp, err := http.Post("http://localhost:11434/api/generate", "application/json", buf)
 	if err != nil {
 		sendError(w, "Error connecting to local process.")
 		return
 	}
 	output, err := io.ReadAll(resp.Body)
 	if err != nil {
 		sendError(w, "Error reading local process communication.")
 		return
 	}
 	defer resp.Body.Close()
 	response := Response{}
 	err = json.Unmarshal(output, &response)
 	if err != nil {
 		sendError(w, "Error unmarshaling local process JSON.")
 		return
 	}
 	sendResponse(w, encryptMessage(response.Response))
 }
 func serve() {
 	// TODO: Authenticate user credentials to verify they are allowed to even access
 	var wg sync.WaitGroup
 	endpoint := []string{
 		"/generate",
 		"/chat",
 	}
 	function := []func(http.ResponseWriter, *http.Request){
 		generate,
 		chat,
 	}
 	r := mux.NewRouter()
 	//for _, webpage := range config.Webpages {
 	//}
  ServePage(r, config.WebpageDir, "/", config.WebpagePort)
 	ServeApi(r, config.API, endpoint, function, config.APIPort)
 	ServeAuthentication(r, config.AuthPort)
 	addr := "0.0.0.0:" + string(config.RouterPort)
 	srv := &http.Server{
 		Addr: addr,
 		// Good practice to set timeouts to avoid Slowloris attacks.
 		WriteTimeout: time.Second * 15,
 		ReadTimeout:  time.Second * 15,
 		IdleTimeout:  time.Second * 60,
 		Handler:      r, // Pass our instance of gorilla/mux in.
 	}
 	// Run our server in a goroutine so that it doesn't block.
 	wg.Add(1)
 	go func() {
 		defer wg.Done()
 		if err := srv.ListenAndServe(); err != nil && err != http.ErrServerClosed {
 			log.Println(err)
 		}
 	}()
 	log.Println("Router is running on port ", config.RouterPort)
 	c := make(chan os.Signal, 1)
 	// We'll accept graceful shutdowns when quit via SIGINT (Ctrl+Shift+C)
 	signal.Notify(c, os.Interrupt)
 	// Block until we receive our signal.
 	<-c
 	// Create a deadline to wait for.
 	ctx, cancel := context.WithTimeout(context.Background(), time.Duration(30))
 	defer cancel()
 	// Doesn't block if no connections, but will otherwise wait
 	// until the timeout deadline.
 	srv.Shutdown(ctx)
 	// Optionally, you could run srv.Shutdown in a goroutine and block on
 	// <-ctx.Done() if your application should wait for other services
 	// to finalize based on context cancellation.
 	log.Println("shutting down")
 	wg.Wait()
 	os.Exit(0)
 }
 func parseCLI() {
  // Define CLI option, shorthand, default value, and description
  // TODO: Dynamically obtain default config location from environment variables.
  pflag.StringP("config", "c", "/home/violet/.config/one-ai/default.json", "Configuration file used in initializing One AI.")
  //pflag.StringP("help", "h", "false", "Display information about using the One AI CLI.")
  pflag.Parse()
  viper.BindPFlags(pflag.CommandLine)
  // Retrieve CLI argument, either the default value or the user provided value.
  CONFIG_FILE = viper.GetString("config")
 }
 func parseConfig() {
  viper.SetConfigType("json")
  viper.SetConfigFile(CONFIG_FILE)
  viper.ReadInConfig()
  // TODO: Handle error
  viper.Unmarshal(&config)
 }
 func main() {
  parseCLI()
  parseConfig()
  serve()
 }
@@ -0,0 +1,42 @@
 package main
 import (
 	"github.com/gorilla/mux"
 	"log"
 	"net/http"
 	"time"
 )
 // Serve an API using mux.Router().Host({domain}).Subrouter().
 // Provide the router, domain, an array of endpoints and functions, and
 // the port you would like the API accessible to.
 func ServeApi(
 	router *mux.Router,
 	domain string,
 	endpoint []string,
 	function []func(http.ResponseWriter, *http.Request),
 	port int,
 ) {
 	// TODO: Add error handling
 	apiR := router.Host(domain).Subrouter()
 	for i := 0; i < len(endpoint); i++ {
 		apiR.HandleFunc(endpoint[i], function[i])
 	}
 	apiSrv := &http.Server{
 		Addr:         "0.0.0.0:" + string(port),
 		WriteTimeout: time.Second * 15,
 		ReadTimeout:  time.Second * 15,
 		IdleTimeout:  time.Second * 60,
 		Handler:      apiR,
 	}
 	go func() {
 		if err := apiSrv.ListenAndServe(); err != nil && err != http.ErrServerClosed {
 			log.Println(err)
 		}
 	}()
 	log.Println("API server is running on port " + string(port))
 }
@@ -0,0 +1,31 @@
 package main
 import (
 	"github.com/gorilla/mux"
 	"log"
 	"net/http"
 	"time"
 )
 // Serve a directory to a port.
 func ServePage(router *mux.Router, dest string, path string, port int) {
 	router.PathPrefix(path).Handler(http.FileServer(http.Dir(dest)))
 	srv := &http.Server{
 		Addr: "0.0.0.0: " + string(port),
 		// Good practice to set timeouts to avoid Slowloris attacks.
 		WriteTimeout: time.Second * 15,
 		ReadTimeout:  time.Second * 15,
 		IdleTimeout:  time.Second * 60,
 		Handler:      router, // Pass our instance of gorilla/mux in.
 	}
 	// Run our server in a goroutine so that it doesn't block.
 	go func() {
 		if err := srv.ListenAndServe(); err != nil && err != http.ErrServerClosed {
 			log.Println(err)
 		}
 	}()
 	log.Println("Web server is running on port " + string(port))
 }
@@ -0,0 +1,80 @@
 package main
 type Communication struct {
 	Filetype      string `json:"filetype"`
 	Communication string `json:"communication"`
 	Hash          string `json:"hash"`
 }
 type Response struct {
 	Model         string `json:"model"`
 	CreatedAt     string `json:"created_at"`
 	Response      string `json:"response"`
 	Done          bool   `json:"done"`
 	DoneReason    string `json:"done_reason"`
 	Context       []int  `json:"context"`
 	TotalDuration int    `json:"total_duration"`
 	LoadDuration  int    `json:"load_duration"`
 	PromptEC      int    `json:"prompt_eval_count"`
 	PromptED      int    `json:"prompt_eval_duration"`
 	EvalCount     int    `json:"eval_count"`
 	EvalDuration  int    `json:"eval_duration"`
 }
 // Chats are updated once the content is decrypted. Since this is never leaving
 // the server once decrypted, and possibly will not be saved (depending on user
 // settings), it will remain decrypted until it's time to transform into a
 // Communication JSON object, which is the HTTP response that is re-encrypted.
 // TODO: If the user has enabled conversation history, then save the encrypted
 // chats to the server's drive. Additionally, only accept incoming additional
 // messages from the user, rather than having the client re-send Chats already
 // stored on the server.
 type Chat struct {
 	Role    bool   `json:"role"`
 	Content string `json:"content"`
 }
 type PromptWHistory struct {
 	Model    string `json:"model"`
 	Messages []Chat `json:"messages"`
 	Stream   bool   `json:"stream"`
 }
 type ResponseWHistory struct {
 	Model         string `json:"model"`
 	CreatedAt     string `json:"created_at"`
 	Message       Chat   `json:"message"`
 	Done          bool   `json:"done"`
 	DoneReason    string `json:"done_reason"`
 	Context       []int  `json:"context"`
 	TotalDuration int    `json:"total_duration"`
 	LoadDuration  int    `json:"load_duration"`
 	PromptEC      int    `json:"prompt_eval_count"`
 	PromptED      int    `json:"prompt_eval_duration"`
 	EvalCount     int    `json:"eval_count"`
 	EvalDuration  int    `json:"eval_duration"`
 }
 type WebpagesStructure struct {
  Domain          string                `mapstructure:"domain"`
  WebpageDir      string                `mapstructure:"webpage_dir"`
  WebpagePort     int 									`mapstructure:"webpage_port"`
 }
 type ConfigStructure struct {
  TextModel       string                `mapstructure:"text_model"`
  ImageModel      string               	`mapstructure:"image_model"`
  VideoModel      string                `mapstructure:"video_model"`
  DocModel        string                `mapstructure:"doc_model"`
  ResponseStream  bool                	`mapstructure:"response_stream"`
  Domain          string                `mapstructure:"domain"`
  RouterPort      int 									`mapstructure:"router_port"`
  API             string                `mapstructure:"api"`
  APIPort         int 									`mapstructure:"api_port"`
  AuthPort 				int 									`mapstructure:"auth_port"`
  //Webpages        WebpagesStructure     `mapstructure:"webpages"`
  WebpageDir      string                `mapstructure:"webpage_dir"`
  WebpagePort     int 									`mapstructure:"webpage_port"`
 }
@@ -0,0 +1,9 @@
 #!/bin/zsh
 # Force delete the old container and re-initialize the container.
 sudo docker rm -f security-layer
 # Build the Docker image.
 sudo docker build --tag security-layer:latest .
 # Create a Docker container from the image and connect host port 8000 to container port 8000.
 sudo docker run --name security-layer -d -p 8000:8000 security-layer:latest
@@ -4,6 +4,7 @@ import 'package:app/components/conversations_list_widget.dart';
 import 'package:flutter/material.dart';
 import 'package:flutter_riverpod/flutter_riverpod.dart';
 import 'package:provider/provider.dart';
 import 'package:network_tools/network_tools.dart';
 import 'package:app/theme.dart';
@@ -57,9 +58,23 @@ class MyApp extends ConsumerWidget {
    const Center(child: ConversationsListWidget()),
  ];
  Future<void> test() async {
    for (final ActiveHost activeHost in await MdnsScanner.searchMdnsDevices()) {
      final MdnsInfo? mdnsInfo = await activeHost.mdnsInfo;
      print('''
        Address: ${activeHost.address}
        Port: ${mdnsInfo!.mdnsPort}
        ServiceType: ${mdnsInfo.mdnsServiceType}
        MdnsName: ${mdnsInfo.getOnlyTheStartOfMdnsName()}
      ''');
      // Do anything with the active host
    }
  }
  // This widget is the root of your application.
  @override
-  Widget build(BuildContext context, WidgetRef ref) {
+  Widget build(BuildContext context, WidgetRef ref) {o
    final selectedIndex = ref.watch(selectedIndexProvider);
    return MaterialApp(
@@ -25,6 +25,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "1.0.7"
  args:
    dependency: transitive
    description:
      name: args
      sha256: "7cf60b9f0cc88203c5a190b4cd62a99feea42759a7fa695010eb5de1c0b2252a"
      url: "https://pub.dev"
    source: hosted
    version: "2.5.0"
  async:
    dependency: transitive
    description:
@@ -193,6 +201,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "1.0.0"
  csv:
    dependency: transitive
    description:
      name: csv
      sha256: c6aa2679b2a18cb57652920f674488d89712efaf4d3fdf2e537215b35fc19d6c
      url: "https://pub.dev"
    source: hosted
    version: "6.0.0"
  cupertino_icons:
    dependency: "direct main"
    description:
@@ -201,6 +217,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "1.0.8"
  dart_ping:
    dependency: transitive
    description:
      name: dart_ping
      sha256: "2f5418d0a5c64e53486caaac78677b25725b1e13c33c5be834ce874ea18bd24f"
      url: "https://pub.dev"
    source: hosted
    version: "9.0.1"
  data_table_2:
    dependency: transitive
    description:
@@ -696,6 +720,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "4.0.0"
  logging:
    dependency: transitive
    description:
      name: logging
      sha256: "623a88c9594aa774443aa3eb2d41807a48486b5613e67599fb4c41c0ad47c340"
      url: "https://pub.dev"
    source: hosted
    version: "1.2.0"
  mapbox_search:
    dependency: transitive
    description:
@@ -752,6 +784,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "1.0.0"
  multicast_dns:
    dependency: transitive
    description:
      name: multicast_dns
      sha256: "982c4cc4cda5f98dd477bddfd623e8e4bd1014e7dbf9e7b05052e14a5b550b99"
      url: "https://pub.dev"
    source: hosted
    version: "0.3.2+7"
  native_device_orientation:
    dependency: transitive
    description:
@@ -768,6 +808,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "1.0.0"
  network_tools:
    dependency: "direct main"
    description:
      name: network_tools
      sha256: cf5726a3c3edd82de5f6d6511cb618259a083225ccc2bdb8a55d87b37014cadf
      url: "https://pub.dev"
    source: hosted
    version: "5.0.2"
  octo_image:
    dependency: transitive
    description:
@@ -920,6 +968,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "0.10.2"
  process_run:
    dependency: transitive
    description:
      name: process_run
      sha256: "8d9c6198b98fbbfb511edd42e7364e24d85c163e47398919871b952dc86a423e"
      url: "https://pub.dev"
    source: hosted
    version: "0.14.2"
  provider:
    dependency: "direct main"
    description:
@@ -928,6 +984,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "6.1.2"
  pub_semver:
    dependency: transitive
    description:
      name: pub_semver
      sha256: "40d3ab1bbd474c4c2328c91e3a7df8c6dd629b79ece4c4bd04bee496a224fb0c"
      url: "https://pub.dev"
    source: hosted
    version: "2.1.4"
  qr:
    dependency: transitive
    description:
@@ -984,6 +1048,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "2.1.0"
  sembast:
    dependency: transitive
    description:
      name: sembast
      sha256: "2a768b145bee5c72ae78c2641842ee348a6d345172af1070a497293c44f65ae1"
      url: "https://pub.dev"
    source: hosted
    version: "3.7.1+2"
  shared_preferences:
    dependency: transitive
    description:
@@ -1221,6 +1293,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "1.3.2"
  universal_io:
    dependency: transitive
    description:
      name: universal_io
      sha256: "1722b2dcc462b4b2f3ee7d188dad008b6eb4c40bbd03a3de451d82c78bba9aad"
      url: "https://pub.dev"
    source: hosted
    version: "2.2.2"
  url_launcher:
    dependency: transitive
    description:
@@ -1413,6 +1493,14 @@ packages:
      url: "https://pub.dev"
    source: hosted
    version: "1.0.4"
  yaml:
    dependency: transitive
    description:
      name: yaml
      sha256: "75769501ea3489fca56601ff33454fe45507ea3bfb014161abc3b43ae25989d5"
      url: "https://pub.dev"
    source: hosted
    version: "3.1.2"
 sdks:
  dart: ">=3.4.3 <4.0.0"
  flutter: ">=3.22.0"
@@ -49,6 +49,7 @@ dependencies:
  camera: ^0.11.0+1
  image_picker: ^1.1.2
  file_picker: ^8.0.6
  network_tools: ^5.0.2
 dev_dependencies:
  flutter_test:
    sdk: flutter
@@ -1,267 +0,0 @@
 aiodns==3.0.0
 aiohttp==3.9.5
 aiosignal==1.3.1
 antlr4-python3-runtime==4.9.3
 anyio==3.7.1
 appdirs==1.4.4
 argcomplete==3.3.0
 argon2-cffi==21.3.0
 argon2-cffi-bindings==21.2.0
 arrow==1.2.3
 asttokens==2.4.1
 async-lru==2.0.4
 attrs==23.2.0
 Babel==2.15.0
 backcall==0.1.0
 Beaker==1.12.1
 beautifulsoup4==4.12.3
 bleach==6.1.0
 blivet==3.10.0
 blivet-gui==2.5.0
 blosc2==2.5.1
 boto3==1.34.99
 botocore==1.34.99
 Bottleneck==1.3.7
 Brlapi==0.8.5
 Brotli==1.1.0
 cachetools==5.3.2
 certifi==2023.5.7
 cffi==1.16.0
 chardet==5.2.0
 charset-normalizer==3.3.2
 click==8.1.7
 click-plugins==1.1.1
 colorama==0.4.6
 comm==0.2.1
 contourpy==1.2.0
 cryptography==41.0.7
 cssselect==1.1.0
 cupshelpers==1.0
 cycler==0.11.0
 dasbus==1.7
 dbus-python==1.3.2
 decorator==5.1.1
 defusedxml==0.7.1
 distro==1.9.0
 entrypoints==0.4
 et-xmlfile==1.1.0
 executing==2.0.1
 fastjsonschema==2.18.0
 file-magic==0.4.0
 filelock==3.14.0
 fonttools==4.50.0
 fqdn==1.5.1
 fros==1.1
 frozenlist==1.4.1
 fs==2.4.16
 fsspec==2024.3.1
 gcsfs==2023.6.0+1.g7cc53d9
 google-api-core==2.11.1
 google-auth==2.29.0
 google-auth-oauthlib==0.8.0
 google-cloud-core==2.3.3
 google-cloud-storage==2.14.0
 google-crc32c==1.5.0
 google-resumable-media==2.7.0
 googleapis-common-protos==1.63.0
 gpg==1.23.2
 greenlet==3.0.3
 grpcio==1.48.4
 grpcio-status==1.48.4
 h11==0.14.0
 html5lib==1.1
 httpcore==1.0.2
 httpx==0.26.0
 humanize==3.13.1
 idna==3.7
 inkex==1.3.1
 ipykernel==6.29.3
 ipython==8.23.0
 ipython-genutils==0.2.0
 iso639==0.1.4
 isoduration==20.11.0
 jdcal==1.4.1
 jedi==0.19.1
 Jinja2==3.1.4
 jmespath==1.0.1
 json5==0.9.24
 jsonpointer==2.3
 jsonschema==4.19.1
 jsonschema-specifications==2023.11.2
 jupyter-events==0.9.0
 jupyter-lsp==2.2.2
 jupyter_client==7.4.9
 jupyter_core==5.1.0
 jupyter_server==2.12.5
 jupyter_server_terminals==0.4.2
 jupyterlab==4.1.0
 jupyterlab_pygments==0.3.0
 jupyterlab_server==2.25.2
 kiwisolver==1.4.5
 langtable==0.0.66
 libcomps==0.1.20
 louis==3.28.0
 lxml==5.1.0
 Mako==1.2.3
 MarkupSafe==2.1.3
 matplotlib==3.8.4
 matplotlib-inline==0.1.6
 mistune==2.0.4
 mpmath==1.3.0
 msgpack==1.0.6
 multidict==6.0.4
 munkres==1.1.2
 nbclassic==0.5.6
 nbclient==0.9.0
 nbconvert==7.16.0
 nbformat==5.9.2
 ndindex==1.7
 nest-asyncio==1.6.0
 netifaces==0.11.0
 networkx==3.3
 nftables==0.1
 notebook==7.0.7
 notebook_shim==0.2.3
 numexpr==2.8.5
 numpy==1.26.4
 nvidia-cublas-cu12==12.1.3.1
 nvidia-cuda-cupti-cu12==12.1.105
 nvidia-cuda-nvrtc-cu12==12.1.105
 nvidia-cuda-runtime-cu12==12.1.105
 nvidia-cudnn-cu12==8.9.2.26
 nvidia-cufft-cu12==11.0.2.54
 nvidia-curand-cu12==10.3.2.106
 nvidia-cusolver-cu12==11.4.5.107
 nvidia-cusparse-cu12==12.1.0.106
 nvidia-nccl-cu12==2.20.5
 nvidia-nvjitlink-cu12==12.5.40
 nvidia-nvtx-cu12==12.1.105
 oauthlib==3.2.2
 odfpy==1.4.1
 olefile==0.47
 omegaconf==2.3.0
 openpyxl==3.1.2
 packaging==23.2
 pandas==2.2.1
 pandocfilters==1.5.1
 parso==0.8.3
 Paste==3.7.1
 pexpect==4.9.0
 pickleshare==0.7.5
 pid==2.2.3
 pillow==10.3.0
 platformdirs==3.11.0
 ply==3.11
 pooch==1.5.2
 productmd==1.38
 progressbar2==3.53.2
 prometheus-client==0.19.0
 prompt-toolkit==3.0.41
 protobuf==3.19.6
 psutil==5.9.8
 psycopg2==2.9.9
 ptyprocess==0.7.0
 pure-eval==0.2.2
 pwquality==1.4.5
 py-cpuinfo==9.0.0
 pyarrow==15.0.2
 pyasn1==0.5.1
 pyasn1-modules==0.3.0
 pycairo==1.25.1
 pycares==4.3.0
 pycparser==2.20
 pycrypto==2.6.1
 pycups==2.0.4
 pycurl==7.45.2
 pydub==0.25.1
 pyenchant==3.2.2
 pygit2==1.14.0
 Pygments==2.17.2
 PyGObject==3.48.2
 pykickstart==3.52
 PyMySQL==1.1.0
 PyOpenGL==3.1.7
 PyOpenGL-accelerate==3.1.7
 pyOpenSSL==23.2.0
 pyparsing==3.1.2
 pyparted==3.13.0
 PyQt5==5.15.10
 PyQt5-sip==12.13.0
 pyqtgraph==0.13.3
 pyrsistent==0.20.0
 pyserial==3.5
 PySocks==1.7.1
 python-augeas==1.1.0
 python-dateutil==2.8.2
 python-json-logger==2.0.4
 python-meh==0.51
 python-pam==2.0.2
 python-snappy==0.6.1
 python-utils==3.7.0
 pytz==2024.1
 pyudev==0.24.1
 pyxdg==0.27
 PyYAML==6.0.1
 pyzmq==25.1.1
 QtPy==2.4.1
 referencing==0.31.1
 regex==2024.4.16
 requests==2.31.0
 requests-file==2.0.0
 requests-ftp==0.3.1
 requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rpds-py==0.18.0
 rpm==4.19.1.1
 rpmautospec==0.6.3
 rpmautospec-core==0.1.4
 rsa==4.9
 s3transfer==0.10.1
 SciPy==1.11.3
 scour==0.38.2
 selinux @ file:///builddir/build/BUILD/libselinux-3.6/src
 Send2Trash==1.8.2
 sepolicy @ file:///builddir/build/BUILD/selinux-3.6/python/sepolicy
 setools==4.5.1
 setuptools==69.0.3
 shtab==1.6.1
 silero==0.4.1
 simpleaudio==1.0.4
 simpleline==1.9.0
 six==1.16.0
 sniffio==1.3.0
 sos==4.7.1
 sounddevice==0.4.6
 soupsieve==2.5
 SQLAlchemy==2.0.30
 stack-data==0.6.3
 sympy==1.12
 systemd-python==235
 tables==3.9.2
 tabulate==0.9.0
 Tempita==0.5.2
 termcolor==2.3.0
 terminado==0.18.0
 thrift==0.15.0
 tinycss2==1.2.1
 tldr==3.2.0
 torch==2.3.0
 torchaudio==2.3.0
 tornado==6.3.3
 traitlets==5.14.1
 typing_extensions==4.9.0
 uri-template==1.2.0
 urllib3==1.26.18
 wavio==0.0.9
 wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.3.3
 xarray==2023.8.0
 xkbregistry==0.3
 xlrd==2.0.1
 XlsxWriter==3.1.9
 xlwt==1.3.0
 yarl==1.9.2
 zstandard==0.22.0
@@ -1,72 +0,0 @@
 # import required libraries
 from glob import glob
 from scipy.io.wavfile import write
 from pydub import AudioSegment
 from pydub.playback import play
 import os
 import torch
 import zipfile
 import torchaudio
 import sounddevice as sd
 import wave
 import wavio as wv
 ########### Record audio
 def record_audio(audio, duration=5, freq=192000):
    # Start recorder with the given values of duration and sample frequency
    recording = sd.rec(int(duration * freq), samplerate=freq, channels=2)
    print('Please say your prompt. You have ' + str(duration) + ' seconds.')
    # Record audio for the given number of seconds
    sd.wait()
    # This will convert the NumPy array to an audio file with the given sampling frequency
    write(audio, freq, recording)
 def speech_to_text(audio):
    device = torch.device('cuda')  # cuda also works, but our models are fast enough for CPU
    model, decoder, utils = torch.hub.load(repo_or_dir='snakers4/silero-models', model='silero_stt', language='en', device=device)
    (read_batch, split_into_batches, read_audio, prepare_model_input) = utils  # see function signature for details
    test_files = glob(audio)
    batches = split_into_batches(test_files, batch_size=100)
    input = prepare_model_input(read_batch(batches[0]), device=device)
    text = ""
    output = model(input)
    for example in output:
        text += decoder(example.cpu())
    return text
 def text_to_speech():
    language = 'en'
    model_id = 'v3_en'
    sample_rate = 8000
    speaker = 'en_1'
    device = torch.device('cuda')
    model, example_text = torch.hub.load(repo_or_dir='snakers4/silero-models', model='silero_tts', language=language, speaker=model_id)
    model.to(device)  # cuda or cpu
    text = open("output.txt").read()
    audio = model.apply_tts(text, speaker=speaker, sample_rate=sample_rate)
    torchaudio.save("output.mp3", audio.unsqueeze(0), sample_rate=8000)
    song = AudioSegment.from_mp3("output.mp3")
    play(song)
 def main():
    audio = "input.wav"
    record_audio(audio)
    prompt = "in 50 words or less, " +  speech_to_text(audio)
    print(prompt)
    command = "ollama run llama3 " + prompt + " > output.txt"
    os.system(command)
    text_to_speech()
 if __name__ == "__main__":
    main()