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Tristan D. 2024-07-21 02:42:48 +02:00
commit fdf7cccacf
Signed by: tristan
SSH key fingerprint: SHA256:3RU4RLOoM8oAjFU19f1W6t8uouZbA7GWkaSW6rjp1k8
80 changed files with 15076 additions and 0 deletions
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4
.envrc Normal file
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if ! has nix_direnv_version || ! nix_direnv_version 2.3.0; then
source_url "https://raw.githubusercontent.com/nix-community/nix-direnv/2.3.0/direnvrc" "sha256-Dmd+j63L84wuzgyjITIfSxSD57Tx7v51DMxVZOsiUD8="
fi
use flake

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.gitignore vendored Normal file
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# Generated by Cargo
# will have compiled files and executables
/target/
pkg
# These are backup files generated by rustfmt
**/*.rs.bk
# node e2e test tools and outputs
node_modules
node_modules/
test-results/
end2end/playwright-report/
playwright/.cache/
.direnv
# App artifacts
db.sqlite3*
public/*-result.csv
# logs
*.log
.ape-*
.llamafile/
llamafile.git
.direnv/
/.direnv/

34
.nix/cargo-leptos.nix Normal file
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{
fetchFromGitHub,
lib,
pkg-config,
rustPlatform,
stdenv,
}: let
inherit (lib) optionals;
in
rustPlatform.buildRustPackage rec {
pname = "cargo-leptos";
version = "0.2.16";
src = fetchFromGitHub {
owner = "leptos-rs";
repo = pname;
rev = "v0.2.16";
hash = "sha256-yDBVo3GarKvcuMX7mxdxx0SJSJ5VOX3bUx6XmYxLfq4=";
};
cargoHash = "sha256-DZbZ3SHGWvje0gEqlx2mdLvCR4U3Xzkp8gS9FIbxW6g=";
# https://github.com/leptos-rs/cargo-leptos#dependencies
buildFeatures = ["no_downloads"]; # cargo-leptos will try to install missing dependencies on its own otherwise
doCheck = false; # Check phase tries to query crates.io
meta = with lib; {
description = "A build tool for the Leptos web framework";
homepage = "https://github.com/leptos-rs/cargo-leptos";
changelog = "https://github.com/leptos-rs/cargo-leptos/releases/tag/${version}";
license = with licenses; [mit];
maintainers = with maintainers; [benwis];
};
}

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Cargo.toml Normal file
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[profile.dev]
opt-level = 1
lto = "thin"
[profile.dev.package."*"]
opt-level = 3
[profile.dev.package.camt_to_csv_ui]
opt-level = 1
[profile.dev.package.eth_web_ui]
opt-level = 1
[profile.dev.package.cbg_forms]
opt-level = 1
[profile.release]
opt-level = 3
codegen-units = 1
lto = "fat"
strip = "debuginfo"
# Defines a size-optimized profile for the WASM bundle in release mode
[profile.wasm-release]
inherits = "release"
opt-level = 'z'
codegen-units = 1
lto = "fat"
panic = "abort"
[workspace]
members = ["camt_to_csv_ui", "cbg_forms", "eth_web_ui", "vewa_xls_export"]
resolver = "2"
[workspace.package]
authors = ["Tristan Druyen"]
description = "The Ökonzept monorepo"
license = "AGPL-3.0-or-later"
publish = false
readme = "README.md"
repository = "https://git.vlt81.de/oekonzept/oeko-mono"
version = "0.1.1"
[workspace.dependencies]
leptos = { version = "0.6", features = ["serde"] }
leptos_axum = { version = "0.6" }
leptos_meta = { version = "0.6" }
leptos_router = { version = "0.6" }
server_fn = { version = "0.6" }
axum = { version = "0.7", features = ["macros"] }
http = "1.1"
wasm-bindgen = "=0.2.92"
[workspace.metadata.cargo-all-features]
skip_feature_sets = [["csr", "ssr"], ["csr", "hydrate"], ["ssr", "hydrate"]]
# [[workspace.metadata.leptos]]
# name = "oeko-mono"
# output-name = "oeko-mono"
# site-root = "target/site"
# assets-dir = "public"
# site-pkg-dir = "pkg"
# style-file = "style/main.sass"
# site-addr = "127.0.0.1:3000"
# bin-package = "server"
# bin-target-triple = "x86_64-unknown-linux-gnu"
# lib-package = "wasm-lib"
# tailwind-input-file = "style/tailwind.css"
# tailwind-config-file = "./tailwind.config.js" # TODO How to change this for embed ??

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README.md Normal file
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# Redvau.lt AI Monorepo
## TODOS
- nix
- readd new llama.cpp with automated patches
- add build override for rocmTarget etc
- agent
- add experimental rag+agent framework

182
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{
"nodes": {
"devshell": {
"inputs": {
"flake-utils": "flake-utils",
"nixpkgs": "nixpkgs"
},
"locked": {
"lastModified": 1717408969,
"narHash": "sha256-Q0OEFqe35fZbbRPPRdrjTUUChKVhhWXz3T9ZSKmaoVY=",
"owner": "numtide",
"repo": "devshell",
"rev": "1ebbe68d57457c8cae98145410b164b5477761f4",
"type": "github"
},
"original": {
"owner": "numtide",
"repo": "devshell",
"type": "github"
}
},
"flake-utils": {
"inputs": {
"systems": "systems"
},
"locked": {
"lastModified": 1701680307,
"narHash": "sha256-kAuep2h5ajznlPMD9rnQyffWG8EM/C73lejGofXvdM8=",
"owner": "numtide",
"repo": "flake-utils",
"rev": "4022d587cbbfd70fe950c1e2083a02621806a725",
"type": "github"
},
"original": {
"owner": "numtide",
"repo": "flake-utils",
"type": "github"
}
},
"flake-utils_2": {
"inputs": {
"systems": "systems_2"
},
"locked": {
"lastModified": 1710146030,
"narHash": "sha256-SZ5L6eA7HJ/nmkzGG7/ISclqe6oZdOZTNoesiInkXPQ=",
"owner": "numtide",
"repo": "flake-utils",
"rev": "b1d9ab70662946ef0850d488da1c9019f3a9752a",
"type": "github"
},
"original": {
"owner": "numtide",
"repo": "flake-utils",
"type": "github"
}
},
"nixpkgs": {
"locked": {
"lastModified": 1704161960,
"narHash": "sha256-QGua89Pmq+FBAro8NriTuoO/wNaUtugt29/qqA8zeeM=",
"owner": "NixOS",
"repo": "nixpkgs",
"rev": "63143ac2c9186be6d9da6035fa22620018c85932",
"type": "github"
},
"original": {
"owner": "NixOS",
"ref": "nixpkgs-unstable",
"repo": "nixpkgs",
"type": "github"
}
},
"nixpkgs_2": {
"locked": {
"lastModified": 1721116560,
"narHash": "sha256-++TYlGMAJM1Q+0nMVaWBSEvEUjRs7ZGiNQOpqbQApCU=",
"owner": "NixOS",
"repo": "nixpkgs",
"rev": "9355fa86e6f27422963132c2c9aeedb0fb963d93",
"type": "github"
},
"original": {
"owner": "NixOS",
"ref": "nixpkgs-unstable",
"repo": "nixpkgs",
"type": "github"
}
},
"nixpkgs_3": {
"locked": {
"lastModified": 1718428119,
"narHash": "sha256-WdWDpNaq6u1IPtxtYHHWpl5BmabtpmLnMAx0RdJ/vo8=",
"owner": "NixOS",
"repo": "nixpkgs",
"rev": "e6cea36f83499eb4e9cd184c8a8e823296b50ad5",
"type": "github"
},
"original": {
"owner": "NixOS",
"ref": "nixpkgs-unstable",
"repo": "nixpkgs",
"type": "github"
}
},
"npmlock2nix": {
"flake": false,
"locked": {
"lastModified": 1673447413,
"narHash": "sha256-sJM82Sj8yfQYs9axEmGZ9Evzdv/kDcI9sddqJ45frrU=",
"owner": "nix-community",
"repo": "npmlock2nix",
"rev": "9197bbf397d76059a76310523d45df10d2e4ca81",
"type": "github"
},
"original": {
"owner": "nix-community",
"repo": "npmlock2nix",
"type": "github"
}
},
"root": {
"inputs": {
"devshell": "devshell",
"flake-utils": "flake-utils_2",
"nixpkgs": "nixpkgs_2",
"npmlock2nix": "npmlock2nix",
"rust-overlay": "rust-overlay"
}
},
"rust-overlay": {
"inputs": {
"nixpkgs": "nixpkgs_3"
},
"locked": {
"lastModified": 1721182796,
"narHash": "sha256-n6w4IhmVeRU+32vH93+8nqZtEZ0Zcy31Hg1GpH1g4Rk=",
"owner": "oxalica",
"repo": "rust-overlay",
"rev": "d064703dc0657a49a17671c74b1a15ea7433e753",
"type": "github"
},
"original": {
"owner": "oxalica",
"repo": "rust-overlay",
"type": "github"
}
},
"systems": {
"locked": {
"lastModified": 1681028828,
"narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
"owner": "nix-systems",
"repo": "default",
"rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
"type": "github"
},
"original": {
"owner": "nix-systems",
"repo": "default",
"type": "github"
}
},
"systems_2": {
"locked": {
"lastModified": 1681028828,
"narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
"owner": "nix-systems",
"repo": "default",
"rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
"type": "github"
},
"original": {
"owner": "nix-systems",
"repo": "default",
"type": "github"
}
}
},
"root": "root",
"version": 7
}

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{
description = "A Nix-flake-based Rust development environment";
nixConfig = {
extra-substituters = [ "https://nixcache.vlt81.de" ];
extra-trusted-public-keys = [ "nixcache.vlt81.de:nw0FfUpePtL6P3IMNT9X6oln0Wg9REZINtkkI9SisqQ=" ];
};
inputs = {
nixpkgs.url = "github:NixOS/nixpkgs/nixpkgs-unstable";
rust-overlay.url = "github:oxalica/rust-overlay";
flake-utils.url = "github:numtide/flake-utils";
devshell.url = "github:numtide/devshell";
npmlock2nix = {
url = "github:nix-community/npmlock2nix";
flake = false;
};
};
outputs =
{ self
, nixpkgs
, rust-overlay
, flake-utils
, devshell
, npmlock2nix
,
}:
flake-utils.lib.eachDefaultSystem
(system:
let
overlays = [
rust-overlay.overlays.default
devshell.overlays.default
(final: prev: {
customRustToolchain = prev.rust-bin.fromRustupToolchainFile ./rust-toolchain.toml;
})
(final: prev: {
npmlock2nix = import npmlock2nix { pkgs = prev; };
})
];
pkgs = import nixpkgs {
inherit system overlays;
};
customNodeModules = pkgs.npmlock2nix.v2.node_modules {
src = ./.;
nodejs = pkgs.nodejs_20;
};
buildInputs = with pkgs; [
harfbuzz
openssl
pango
sqlite
mariadb
zlib
clang
libclang
gzip
coreutils
glib
glibc
];
in
{
apps.devshell = self.outputs.devShells.${system}.default.flakeApp;
packages = {
cargo-leptos = pkgs.callPackage ./.nix/cargo-leptos.nix { };
};
devShells.default = pkgs.mkShell {
packages = with pkgs;
[
customNodeModules
customRustToolchain
binaryen
cacert
cargo-bloat
cargo-docset
cargo-machete
cargo-limit
cargo-deny
cargo-edit
cargo-watch
cargo-make
cargo-udeps
self.packages.${system}.cargo-leptos
(wasm-bindgen-cli.override {
version = "0.2.92";
hash = "sha256-1VwY8vQy7soKEgbki4LD+v259751kKxSxmo/gqE6yV0=";
cargoHash = "sha256-aACJ+lYNEU8FFBs158G1/JG8sc6Rq080PeKCMnwdpH0=";
})
cargo-outdated
cargo-release
calc
jre8 # needed for xmlls
dart-sass
fish
inotify-tools
leptosfmt
mold
nodejs_20
pkg-config
rustywind
sccache
sqlx-cli
unzip
]
++ buildInputs;
buildInputs = buildInputs;
shellHook = ''
# setup node-modules
export NPM_LOCAL_PREFIX=${customNodeModules}/node_modules
(ln -s $NPM_LOCAL_PREFIX ./node_modules 2>/dev/null || unlink ./node_modules) && ln -s $NPM_LOCAL_PREFIX ./node_modules 2>/dev/null
# export NIX_LD_LIBRARY_PATH=${pkgs.lib.makeLibraryPath buildInputs}:$NIX_LD_LIBRARY_PATH
export LEPTOS_SASS_VERSION=1.71.0
export LEPTOS_TAILWIND_VERSION=3.4.1
export MALLOC_CONF=thp:always,metadata_thp:always
'';
};
});
}

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llama_forge_rs/.cargo/config.toml.bak Normal file
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[unstable]
codegen-backend = true
[target.x86_64-unknown-linux-gnu]
rustflags = ["-C", "link-arg=-fuse-ld=mold"]
linker = "clang"
codegen-backend = { dev = "cranelift" }
[profile.server-dev]
codegen-backend = "cranelift"

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[target.x86_64-unknown-linux-gnu]
rustflags = ["-C", "target-feature=+crt-static"]

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#!/usr/bin/env fish
echo "watchPWD: $(pwd)"
set DIRECTORY_TO_WATCH "./src"
set SCRIPT_TO_RUN "echo a && leptosfmt $(pwd) && rustywind --write ./src && echo b"
while true
# Wait for any change in the directory
inotifywait -r -e modify,create,delete,move $DIRECTORY_TO_WATCH
# Run your script
bash -c "$SCRIPT_TO_RUN"
sleep 5
end

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.git/
target/
Dockerfile
docker-compose.yml

4
llama_forge_rs/.envrc Normal file
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if ! has nix_direnv_version || ! nix_direnv_version 2.3.0; then
source_url "https://raw.githubusercontent.com/nix-community/nix-direnv/2.3.0/direnvrc" "sha256-Dmd+j63L84wuzgyjITIfSxSD57Tx7v51DMxVZOsiUD8="
fi
use flake

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llama_forge_rs/.forgejo/workflows/cargo.yml Normal file
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name: Cargo testing
on:
workflow_dispatch:
push:
tags:
- "v[0-9]+.[0-9]+.[0-9]+"
branches:
- 'main'
pull_request:
branches:
- 'main'
jobs:
check:
runs-on: ubuntu-latest
strategy:
max-parallel: 1
matrix:
build_type: ['release', 'debug']
concurrency:
group: ci-cargo-check-${{ github.ref }}-${{ matrix.build_type }}
cancel-in-progress: true
steps:
- name: Checkout
uses: actions/checkout@1d96c772d19495a3b5c517cd2bc0cb401ea0529f # v4
- name: Install toolchain
uses: https://github.com/actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af # v1
with:
profile: default
toolchain: nightly-2024-03-23
components: cargo, rustfmt, clippy
override: true
- name: Add wasm32-unknown-unknown
run: rustup target add wasm32-unknown-unknown
- name: Set env
run: echo "CARGO_BUILD_JOBS=2" >> $GITHUB_ENV
- name: Run cargo check
run: |
if [[ "${{ matrix.build_type }}" == 'release' ]]; then
cargo check --all-features --release
else
cargo check --all-features
fi
test:
runs-on: ubuntu-latest
strategy:
max-parallel: 1
matrix:
build_type: ['release', 'debug']
concurrency:
group: ci-cargo-test-${{ github.ref }}-${{ matrix.build_type }}
cancel-in-progress: true
steps:
- name: Checkout
uses: actions/checkout@1d96c772d19495a3b5c517cd2bc0cb401ea0529f # v4
- name: Install toolchain
uses: https://github.com/actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af # v1
with:
profile: default
toolchain: nightly-2024-03-23
components: cargo, rustfmt, clippy
override: true
- name: Add wasm32-unknown-unknown
run: rustup target add wasm32-unknown-unknown
- name: Set env
run: echo "CARGO_BUILD_JOBS=2" >> $GITHUB_ENV
- name: Run cargo test
run: |
if [[ "${{ matrix.build_type }}" == 'release' ]]; then
cargo test --all-features --release
else
cargo test --all-features
fi

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llama_forge_rs/.forgejo/workflows/demo.yaml Normal file
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name: Forgejo Actions Demo
run-name: ${{ forgejo.actor }} is testing out Forgejo Actions 🚀
on: [push]
jobs:
Explore-Forgejo-Actions:
runs-on: ubuntu-latest
steps:
- run: echo "🎉 The job was automatically triggered by a ${{ gitea.event_name }} event."
- run: echo "🐧 This job is now running on a ${{ runner.os }} server hosted by Forgejo!"
- run: echo "🔎 The name of your branch is ${{ gitea.ref }} and your repository is ${{ gitea.repository }}."
- name: Check out repository code
uses: actions/checkout@1d96c772d19495a3b5c517cd2bc0cb401ea0529f # v4
- run: echo "💡 The ${{ gitea.repository }} repository has been cloned to the runner."
- run: echo "🖥️ The workflow is now ready to test your code on the runner."
- name: List files in the repository
run: |
ls ${{ gitea.workspace }}
- name: List files
run: |
ls
- name: Echo pwd
run: |
pwd
- run: echo "🍏 This job's status is ${{ job.status }}."

58
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name: Publish Docker
on:
workflow_dispatch:
push:
tags:
- "v[0-9]+.[0-9]+.[0-9]+"
jobs:
build_and_push:
runs-on: ubuntu-latest
strategy:
max-parallel: 1
matrix:
build_type: ['release', 'debug']
concurrency:
group: ci-${{ github.ref }}-${{ matrix.build_type }}
cancel-in-progress: true
steps:
- name: Set tag
run: |
if [[ -n "${{ inputs.tag }}" ]]; then
TAG=${{ inputs.tag }}
elif [[ "${{ github.ref_name }}" == 'main' ]]; then
TAG="latest"
else
TAG=${{ github.ref_name }}
fi
echo "TAG=${TAG}" >> $GITHUB_ENV
echo "BUILD_PKG=llama_forge_rs" >> $GITHUB_ENV
echo "BUILD_TYPE=${{ matrix.build_type }}" >> $GITHUB_ENV
echo "IMAGE=${{matrix.build_pkg}}:${TAG}-${{matrix.build_type}}" >> $GITHUB_ENV
echo "TAG=${TAG}"
echo "BUILD_PKG=llama_forge_rs"
echo "BUILD_TYPE=${{ matrix.build_type }}"
echo "IMAGE=${{matrix.build_pkg}}:${TAG}-${{matrix.build_type}}"
- name: Checkout
uses: actions/checkout@1d96c772d19495a3b5c517cd2bc0cb401ea0529f # v4
- name: Install docker
uses: https://github.com/papodaca/install-docker-action@main
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@d70bba72b1f3fd22344832f00baa16ece964efeb # v3
- name: Login to DockerHub
uses: docker/login-action@e92390c5fb421da1463c202d546fed0ec5c39f20 # v3
with:
registry: git.vlt81.de
username: ${{ secrets.REGISTRY_USERNAME }}
password: ${{ secrets.REGISTRY_TOKEN }}
- name: Build and push
uses: docker/build-push-action@2cdde995de11925a030ce8070c3d77a52ffcf1c0 # v5
with:
context: .
platforms: linux/amd64
push: true
tags: git.vlt81.de/oekonzept/${{env.IMAGE}}
build-args: |
BUILD_TYPE=${{env.BUILD_TYPE}}
BUILD_PKG=${{env.BUILD_PKG}}

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llama_forge_rs/.gitignore vendored Normal file
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# Generated by Cargo
# will have compiled files and executables
/target/
pkg
# These are backup files generated by rustfmt
**/*.rs.bk
# node e2e test tools and outputs
node_modules
node_modules/
test-results/
end2end/playwright-report/
playwright/.cache/
.direnv
# App artifacts
db.sqlite3*
public/*-result.csv
# logs
*.log
.ape-*
.llamafile/
llamafile.git

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llama_forge_rs/.nix/cargo-leptos.nix Normal file
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{
fetchFromGitHub,
lib,
pkg-config,
rustPlatform,
stdenv,
}: let
inherit (lib) optionals;
in
rustPlatform.buildRustPackage rec {
pname = "cargo-leptos";
version = "0.2.16";
src = fetchFromGitHub {
owner = "leptos-rs";
repo = pname;
rev = "v0.2.16";
hash = "sha256-yDBVo3GarKvcuMX7mxdxx0SJSJ5VOX3bUx6XmYxLfq4=";
};
cargoHash = "sha256-DZbZ3SHGWvje0gEqlx2mdLvCR4U3Xzkp8gS9FIbxW6g=";
# https://github.com/leptos-rs/cargo-leptos#dependencies
buildFeatures = ["no_downloads"]; # cargo-leptos will try to install missing dependencies on its own otherwise
doCheck = false; # Check phase tries to query crates.io
meta = with lib; {
description = "A build tool for the Leptos web framework";
homepage = "https://github.com/leptos-rs/cargo-leptos";
changelog = "https://github.com/leptos-rs/cargo-leptos/releases/tag/${version}";
license = with licenses; [mit];
maintainers = with maintainers; [benwis];
};
}

12
llama_forge_rs/.sqlx/query-2a4e3b46a4cc97a464a5f6f7ada1f97035901ae28f7affb59f986ed1c326ec90.json generated Normal file
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{
"db_name": "SQLite",
"query": "UPDATE backend_process\n SET status == ?\n WHERE id == ?",
"describe": {
"columns": [],
"parameters": {
"Right": 2
},
"nullable": []
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llama_forge_rs/.sqlx/query-669b50cacde18cc979c2726efdda45fc58c56b122f0939f6ad941fe8e9094002.json generated Normal file
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{
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llama_forge_rs/.sqlx/query-69960848ad600a9408df78092bea6d4005b51d51fb43c348998b25dd0ea20c7e.json generated Normal file
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{
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llama_forge_rs/.sqlx/query-ac9673aec5048b46441f7b8de70ccaa5eb602fea17ed22f8acc54681e856a338.json generated Normal file
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{
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llama_forge_rs/.sqlx/query-bbb33dad0c994542680852f2f943f2ed7b4c215c0dd3bb5dedf11a12e41e6e99.json generated Normal file
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llama_forge_rs/.sqlx/query-ddd0377a08bd052c2d2a235a9858bee28fd3115dd1c4063219e9a9e83a564681.json generated Normal file
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{
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llama_forge_rs/.sqlx/query-e4c94a6f9413870a1a8d322cbbf7514a3cbe727d26616a10917899fc1059e4fe.json generated Normal file
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{
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"describe": {
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llama_forge_rs/Cargo.toml Normal file
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[package]
name = "llama_forge_rs"
edition = "2021"
authors = ["Tristan Druyen"]
description = "The LLama Forge RS"
license = "AGPL-3.0-or-later"
publish = false
readme = "README.md"
repository = "https://git.vlt81.de/vault81/llama_forge_rs"
version = "0.1.0"
[lib]
crate-type = ["cdylib", "rlib"]
[dependencies]
wasm-bindgen = "=0.2.92"
leptos = { version = "0.6", features = [
"serde",
"nightly",
"experimental-islands",
] }
leptos_axum = { version = "0.6", optional = true }
leptos_meta = { version = "0.6", features = ["nightly"] }
leptos_router = { version = "0.6", features = ["nightly"] }
server_fn = { version = "0.6", features = ["rkyv", "multipart"] }
axum = { version = "0.7", features = ["macros"], optional = true }
tokio = { version = "1.37.0", features = ["full"], optional = true }
tower = { version = "0.4", optional = true }
http = "1.1"
tower-http = { version = "0.5", features = [
"compression-full",
"decompression-full",
"fs",
"trace",
], optional = true }
serde = { version = "1.0.198", features = ["unstable", "rc", "derive"] }
serde_json = { version = "1.0.116" }
sqlx = { version = "0.7.4", features = ["chrono", "macros"] }
tracing = { version = "0.1.40" }
tracing-wasm = { version = "0.2.1" }
tracing-subscriber = { version = "0.3.18", features = [
"env-filter",
"tracing",
"serde",
"serde_json",
], optional = true }
anyhow = { version = "1.0.82", features = ["backtrace"] }
cfg-if = "1.0.0"
console_error_panic_hook = "0.1"
once_cell = { version = "1.19.0", optional = true }
thiserror = "1.0.59"
gloo-timers = { version = "0.3.0", features = ["futures"] }
rand = "0.8.5"
web-sys = { version = "0.3.69", features = ["FileList", "File"] }
# camt to csv deps
chrono = { version = "0.4.38", features = ["serde", "rkyv"] }
regex = { version = "1.10.4", features = ["use_std"], optional = true }
futures = { version = "0.3.30" }
async-broadcast = { version = "0.7.0", optional = true }
dashmap = { version = "5.5.3", optional = true, features = ["inline", "serde"] }
pin-project-lite = "0.2.14"
strum = { version = "0.26.2", features = ["derive", "strum_macros"] }
uuid = { version = "1.8.0", features = ["v4", "v7", "js", "serde"] }
gloo-net = "0.5.0"
wasm-bindgen-futures = "0.4.42"
reqwest = { version = "0.12.3", optional = true, features = ["json", "stream"] }
reqwest-eventsource = { version = "0.6.0", optional = true }
futures-util = { version = "0.3.30" }
tokio-stream = { version = "0.1.15", features = ["full"], optional = true }
async-trait = "0.1.80"
bytes = "1.6.0"
tao = { version = "0.27.0", optional = true, features = ["serde"] }
wry = { version = "0.39.0", optional = true, features = ["serde", "tracing"] }
winit = { version = "0.29.15", optional = true, features = ["serde"] }
gtk = { version = "0.18.1", optional = true }
x11-dl = { version = "2.21.0", optional = true }
rust-embed = { version = "8.3.0", optional = true }
mime_guess = { version = "2.0.4", optional = true }
tracing-test = "0.2.4"
sysinfo = { version = "0.30.11", optional = true }
derive_more = { version = "0.99.17", features = ["nightly"] }
sqlx-macros = { version = "0.7.4", optional = true, features = ["chrono", "json", "migrate", "sqlite", "uuid"] }
# TODO Add desktop/gui feature
[features]
default = ["ssr"]
hydrate = ["leptos/hydrate", "leptos_meta/hydrate", "leptos_router/hydrate"]
ssr = [
"dep:async-broadcast",
"dep:axum",
"dep:dashmap",
"dep:leptos_axum",
"dep:gtk",
"dep:once_cell",
"dep:reqwest",
"dep:reqwest-eventsource",
"dep:regex",
"dep:rust-embed",
"dep:mime_guess",
"dep:tao",
"dep:tokio",
"dep:sysinfo",
"dep:tower",
"dep:tokio-stream",
"dep:tower-http",
"dep:tracing-subscriber",
"dep:winit",
"dep:wry",
"dep:x11-dl",
"dep:sqlx-macros",
"sqlx/sqlite",
"sqlx/migrate",
"sqlx/runtime-tokio",
"leptos/ssr",
"leptos_meta/ssr",
"leptos_router/ssr",
]
[profile.dev]
opt-level = 1
lto = "thin"
[profile.dev.package."*"]
opt-level = 3
[profile.dev.package.llama_forge_rs]
opt-level = 1
[profile.release]
opt-level = 3
codegen-units = 1
lto = "fat"
strip = "debuginfo"
# Defines a size-optimized profile for the WASM bundle in release mode
[profile.wasm-release]
inherits = "release"
opt-level = 'z'
codegen-units = 1
lto = "fat"
panic = "abort"
[package.metadata.cargo-all-features]
skip_feature_sets = [["ssr", "hydrate"]]
[package.metadata.leptos]
# The name used by wasm-bindgen/cargo-leptos for the JS/WASM bundle. Defaults to the crate name
output-name = "llama_forge_rs"
# The site root folder is where cargo-leptos generate all output. WARNING: all content of this folder will be erased on a rebuild. Use it in your server setup.
site-root = "target/site"
# The site-root relative folder where all compiled output (JS, WASM and CSS) is written
# Defaults to pkg
site-pkg-dir = "pkg"
# [Optional] The source CSS file. If it ends with .sass or .scss then it will be compiled by dart-sass into CSS. The CSS is optimized by Lightning CSS before being written to <site-root>/<site-pkg>/app.css
style-file = "style/main.scss"
# separate-front-target-dir = true
tailwind-input-file = "style/tailwind.css"
tailwind-config-file = "./tailwind.config.js"
# Assets source dir. All files found here will be copied and synchronized to site-root.
# The assets-dir cannot have a sub directory with the same name/path as site-pkg-dir.
#
# Optional. Env: LEPTOS_ASSETS_DIR.
assets-dir = "public"
# The IP and port (ex: 127.0.0.1:3000) where the server serves the content. Use it in your server setup.
site-addr = "0.0.0.0:3000"
# The port to use for automatic reload monitoring
reload-port = 3001
# [Optional] Command to use when running end2end tests. It will run in the end2end dir.
# [Windows] for non-WSL use "npx.cmd playwright test"
# This binary name can be checked in Powershell with Get-Command npx
end2end-cmd = "npx playwright test"
end2end-dir = "end2end"
# The browserlist query used for optimizing the CSS.
browserquery = "defaults"
# Set by cargo-leptos watch when building with that tool. Controls whether autoreload JS will be included in the head
watch = false
# The environment Leptos will run in, usually either "DEV" or "PROD"
env = "DEV"
####
bin-target-triple = "x86_64-unknown-linux-gnu"
# The features to use when compiling the bin target
#
# Optional. Can be over-ridden with the command line parameter --bin-features
bin-features = ["ssr"]
# If the --no-default-features flag should be used when compiling the bin target
#
# Optional. Defaults to false.
bin-default-features = false
# The features to use when compiling the lib target
#
# Optional. Can be over-ridden with the command line parameter --lib-features
lib-features = ["hydrate"]
# If the --no-default-features flag should be used when compiling the lib target
#
# Optional. Defaults to false.
lib-default-features = false
# The profile to use for the lib target when compiling for release
#
# Optional. Defaults to "release".
lib-profile-release = "wasm-release"

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FROM ghcr.io/rust-lang/rust:nightly-bookworm-slim@sha256:a0f43abebdf4b8d3a6e545115af863c77f35b48a63b63b9d174fdb6bbd31315e as build
RUN apt-get update && apt-get install -y --no-install-recommends \
ca-certificates \
cmake \
curl \
git \
sqlite3 \
npm \
pkg-config \
clang \
gcc \
libssl-dev \
libatk1.0-dev \
libwebkit2gtk-4.1-dev \
libharfbuzz-dev \
libgtk-3-dev \
libsoup-3.0-dev \
libpango1.0-dev \
libgdk-pixbuf-2.0-dev \
zlib1g-dev \
make \
&& rm -rf /var/lib/apt/lists/*
ENV LANG=C.UTF-8
ENV LANGUAGE=C.UTF-8
ENV LC_ALL=C.UTF-8
# install leptos build helper cli
COPY rust-toolchain.toml .
RUN cargo --version
RUN cargo install -f wasm-bindgen-cli --version 0.2.92
RUN cargo install cargo-leptos --version 0.2.16 --force
ADD ./package.json ./package.json
ADD ./package-lock.json ./package-lock.json
RUN npm i -g sass
RUN npm install
# Build
WORKDIR /build
# install rust toolchain
COPY . .
COPY .cargo/docker-config.toml .cargo/config.toml
ARG BUILD_TYPE
ENV BUILD_TYPE=${BUILD_TYPE:-release}
ENV BUILD_PKG=${BUILD_PKG:-llama_forge_rs}
RUN echo Building $BUILD_TYPE for pkg: $BUILD_PKG
ENV VALID_TYPES="debug release"
RUN if ! echo "${VALID_TYPES}" | grep -wq "${BUILD_TYPE}"; then echo "Invalid BUILD_TYPE value. It should be one of ${VALID_TYPES}." && exit 1; fi
ENV LEPTOS_OUTPUT_NAME=${BUILD_PKG}
ENV LEPTOS_SITE_ADDR="0.0.0.0:3000"
ENV LEPTOS_TAILWIND_VERSION=v3.4.3
ENV LEPTOS_SASS_VERSION=1.71.0
ENV LEPTOS_WASM_OPT_VERSION=version_116
ARG CARGO_BUILD_JOBS
ENV CARGO_BUILD_JOBS=${CARGO_BUILD_JOBS:-4}
RUN if [ "$BUILD_TYPE" = "release" ]; then \
cargo leptos build -p $BUILD_PKG --release; \
elif [ "$BUILD_TYPE" = "debug" ]; then \
cargo leptos build -p $BUILD_PKG; \
else \
echo "Invalid BUILD_TYPE value. It should be either 'release' or 'debug'." && exit 1; \
fi
RUN mkdir -p ./out/target \
&& cp -r ./target/site ./out/target/site \
&& cp -r ./target/x86_64-unknown-linux-gnu/$BUILD_TYPE/$BUILD_PKG ./out/server
RUN chmod +x ./out/server
RUN sqlite3 ./out/db.sqlite3 "VACUUM;"
FROM gcr.io/distroless/base-debian12@sha256:611d30d7f6d9992c37b1e1a212eefdf1f7c671deb56db3707e24eb01da8c4c2a
WORKDIR /app
# ADD ./rules.json ./rules.json this should now be provided as a mount
COPY --from=build /build/out ./
ENTRYPOINT ["./server"]
CMD []

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GNU Affero General Public License
=================================
_Version 3, 19 November 2007_
_Copyright © 2007 Free Software Foundation, Inc. &lt;<http://fsf.org/>&gt;_
Everyone is permitted to copy and distribute verbatim copies
of this license document, but changing it is not allowed.
## Preamble
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Developers that use our General Public Licenses protect your rights
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The GNU Affero General Public License is designed specifically to
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### 7. Additional Terms
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### 8. Termination
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### 9. Acceptance Not Required for Having Copies
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### 11. Patents
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Nothing in this License shall be construed as excluding or limiting
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### 12. No Surrender of Others' Freedom
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### 13. Remote Network Interaction; Use with the GNU General Public License
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### 14. Revised Versions of this License
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### 17. Interpretation of Sections 15 and 16
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_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
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For more information on this, and how to apply and follow the GNU AGPL, see
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61
llama_forge_rs/Makefile.toml Normal file
View file

@ -0,0 +1,61 @@
[tasks.refresh-all]
description = "clean the repo and rebuild everything"
dependencies = ["clean", "mksitedir", "all"]
[tasks.mksitedir]
script = "mkdir -p ./target/site"
[tasks.all]
description = "rebuild everything"
dependencies = ["docset", "check", "build", "build-release"]
[tasks.build]
category = "Build"
command = "cargo"
args = ["leptos", "build"]
[tasks.build-release]
category = "Build"
command = "cargo"
args = ["leptos", "build", "--release"]
[tasks.run]
command = "cargo"
args = ["leptos", "serve"]
[tasks.docset]
script = '''
cargo docset --workspace --platform-family llama_forge_rs \
&& cp -r target/docset/llama_forge_rs.docset ~/.local/share/Zeal/Zeal/docsets/
'''
[tasks.watch-test]
command = "cargo"
args = [
"watch",
"--",
"cargo",
"ltest",
"--target-dir",
"target/test",
"--all-features",
]
[tasks.watch-check]
command = "cargo"
args = ["watch", "--", "cargo", "lcheck", "--all-features"]
[tasks.watch-fmt]
command = "fish"
args = ["./.dist/watch.fish"]
[tasks.watch-serve]
command = "cargo"
args = ["leptos", "watch", "--hot-reload"]
[tasks.reset-db]
script = '''
rm db.sqlite3 \
&& touch db.sqlite3 \
&& cargo sqlx migrate run --database-url="sqlite:db.sqlite3"
'''

317
llama_forge_rs/PLAN.org Normal file
View file

@ -0,0 +1,317 @@
#+title: Plan
* TODO for 0.0.1-rc1
- [X] processmanager service
- [X] spawn task on app startup
- [X] loop every second
- [X] start processes
- [X] query waiting processes from db
- [X] start them
- [X] change their status to running
- [X] stop finished processes in db & remove from RAM registry
- [X] query status for currently running processes
- [X] stop those that aren't status=running
- [X] set their status to finished
- [ ] must have tweaks
- pass options to model (ngl , path & model)
- gpu/nogpu
- model dropdown (ls *.gguf based)
- size
- markdown formatting with markdown-rs + set inner html
- show small backend starter widget icon /button on chat page
- test faster refresh
- chat persistence
- Config.toml
- package as appimage
- add model mode
- amd/rocm/cuda
- [ ] ideas to investigate before release
- stdout inspection
- visualize setting generation ? [not really useful once settings are per chat?]
* TODO next steps after 0.0.1-rc1
- markdown formatting
- chat persistence
- backend logs inspector
- multiple chats
- per chat settings/model etc
- configurable ngl
- custom backends via pwd, command & args
- custom backend templates
- prompt templates
- sampling settings
- chat/completion mode?
- transfer planning into issues
* Roadmap
0.1 model selection from dir, switch models
- hardcoded ngl
- llamafile in path or ./llamafile only
- one chat
- simple model selection
- llamafile included templates only
0.2
- hardcoded inbuilt chat templates
- multiple chatrooms
- persist settings
- ngl setting
- persist history
- summaries
- extendended backend settings
- max running? running slots?
- better model selection
- extract GGUF metadata
- model downloader ?
- huggingface /api/models hardcoded to my account as owner
- develop some yalu.toml manifest? ?
- chat templates /completions instead of /chat/completions
* Design for 0.1
- Frontend
- settings page
- model dir
- chat settings drawer
- model selection (from dir */*.gguf?)
- chat template (from hardcoded list)
- start/stop
- Backend
- Settings (1)
- model path
- Chat (1)
- Template
- ModelSettigns
- model
- ngl
- BackendProcess (1)
- status: started -> running -> finished
- created from chat & saves its args
- no update, only create&delete
- RunnerBackend
- keep track which processes are running
- start/stop processes when needed
* TODO for 0.1
- Settings api
- #[server] fn update_settings
- model_dir
- Chat Api
- #[server] fn update_chat
- ChatTemplate (llama3, chatml, phi)
- model path
- ngl
- BackendProcess api
- #[server] fn start_process
- #[server] fn stop_process
- #[server] fn restart_process ?
- BackendRunner worker
- UI stuff
- settings page with model_dir
- drawer on chat
- settings (model_path & ngl)
- start/stop
- Package for private release
* TODO Design for backend runners
** TODO
- implement backendconfig CRUD
- backend tab
- implement starting of a specified backendconfig
- "running" tab ?
- add simple per-start settings
- context & ngl
- add model per-start setting
- needs model settings (ie. download path)
- probably need global app settings somewhere
- better message formatting
- markdown conversion
** Newest Synthesis
- 2 Ressources
- BackendConfig
- includes state needed to start backend
- ie. no runtime options like -ctx -m -ngl etc
- for noparams configs only needed ui is a select dropdown
- (NO PARAMS !!!!)
- shipped llamafile
- llamafile PATH
- llama.cpp server in PATH ?
- (not mvp)
- basic & flexible pwd, cmd, args(prefix)
- templates for default options (can probably just be in the ui code, auto-filling the form ?)
- llama.cpp path prebuilt
- llama.cpp path builder
- no explicit nix support for now!
- BackendProcess
- initialy just start/stop with hardcoded config
- RunTimeConfig
- model
- context etc
** Open Questions
- how to model multiple launched instances ?
- could have different parameters or models loadead
** Synthesis ?
- model backend as ressource
- runner can start stop
- build interactor pattern services ?
** (Maybe) better option runner module seperate as a kind of micro subservice
- only startup fn in main, nothing pub apart from that
- server api code stays like a mostly simple crud app
- start background jobs on startub
- starter/manager
- reads intended backend state from sqlite
- has internal state in struct
- makes internal state agree with db
- starts backends
- stops backends
- etc?
- frontend just reads and writes db via server fns
- other background job for having always up-to-date status for backends ?
- expose status checker via backendapi interface trait
** (Maybe) stupid option
- continue current plan, start on demand via server_fn request
- how to handle only starting a single backend
- some in process registry needed ?
* MVP
** Backends
- start on demand
- simple start/stop
- as background service
- simple status via /health
- Options
- llamafile
- in $PATH
- as executable file next to binary, (enables creating a zip which "just works")
- llama.cpp
- via nix via path to llama.cpp directory
- via path to binary
- Settings
- context
- gpu layers
- keep model hardcoded for now
** Chat Prompt Template
- simple template defs to get from chat format (with role) to bare text prompt
- collect some default templates (chatml/llama3)
- migrate to /completions api
- apply to specific models ?
** Model Selection
- set folder in general settings
- read gguf metadata via gguf crate
- per-model settings (layers? ctx?, vram prediction ?)
** Inference settings (in chat as modal or sth like that)
- set sampler params in chat settings
** Settings hierarchy ?
- per_chat>per_model>per_backend>global
** Setting types ?
- Model loading
- context
- gpu layers
- Sampling
- temperature
- Prompt template
* Settings planning
** Per Backend
*** runner config
- pwd
- cmd
- template for args
- model
- chat template
- infer settings ? ( low prio, should switch to other API, that allows settings these at runtime )
** Per Model
*** offloading layers ?
** per chat
*** inference settings( runtime )
* Settings todo
- start/stop
- start current backend on demand, just start stop on settings page
- disable buttons when backend isn ´t running
- only allow llama-cpp/llamafile launch arguments for now
* Next steps (teaser)
- [x] finish basic chat
- [x] bigger bubbles (use screen, +flex grow?/maybe even grid?)
- [x] edit history + system prompt
- [x] regenerate latest response
# - save history to db (postponed until multichat)
- [ ] backend page
- [ ] infer sampling settings
- [ ] running settings (gpu layer, context size etc)
- [ ] model page
- [ ] set model dir
- [ ] list by simple filename (& size)
- [ ] offline metadata (README frontmatter yaml, filename, (gguf crate))
- [ ] chat settings
- [ ] none for now, single model & settigns et is selected on respective pages
* Next steps (private mvp)
- chatrooms
- settings/model/etc per chatroom, multiple settingss ets
* TODO MVP
- [ ] add test model downloader to nix devshell
- [ ] Backend config via TOML
- just based on llama.cpp /completion for now
- [ ] Basic chat GUI
- basic ui with bubbles
- advanced ui with markdown rendering
- fix incomplete quotes ?
- [ ] Prompt template & parameters via TOML
- [ ] Basic DB stuff
- single room history
- prompt templates via DB
- parameter management via DB (e.g. temperature)
- [ ] Advanced chat UI
- Multiple "Rooms"
- Set prompt & params per room
- [ ] Basic RAG
- select vector db
- qdrant ? chroma ?
* TODO Advanced features
- [ ] Backends
- Backend Runner
- llamafile
- llama.cpp nix (via cmd templates ?)
- Backend API config?
- Backend Downloader/Installer
- [ ] Inference Param Templates
- [ ] Prompt Templates
- [ ] model library
- [ ] model downloader
- [ ] model selector
- model data extractionf from gguf
- [ ] quant selector
- automatic offloading layer selection based on vram
- [ ] auto-quantize
- vocab selection
- quant checkboxes
- extract progress ETA
- imatrix generation
- dataset downloader ? (or just include a default one?)
- [ ] Better RAG
- [ ] add multiple embedding models
- [ ] add reranking
- [ ] Generic graph based prompt pre/postprocessing via UI, like ComfyUI
- [ ] DSL ? Some existing scripting stuff ?
- [ ] Graph just as visualization, with text-based config
- [ ] Fancy Graph UI
* TODO Polish
- [ ] Backend Multi-API compat e.g. llama.cpp /completion & /chat/completion
- has different features (chat/completion has hardcoded prompt template)
- support only full featured backends for now
- add chat support here
* TODO Go public
- Rename to YALU ?
- Polish README.md
- Clean history
- Add some more common backends (ollama ?)
- Sync to github
- Announce on /locallama

65
llama_forge_rs/README.md Normal file
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@ -0,0 +1,65 @@
# Llama Forge RS App
<!-- Badges -->
![AGPL 3 or later](https://img.shields.io/badge/license-AGPL%203.0%20or%20later-blue)
![🚀 Blazingly fast](https://img.shields.io/badge/%F0%9F%9A%80%20blazingly-fast-brightgreen)
![🪨 Rock Solid](https://img.shields.io/badge/%F0%9F%AA%A8%20rock-solid-violet)
![Zero Bugs🪳](https://img.shields.io/badge/zero-bugs%20%F0%9F%AA%B3-red)
![yes it's](https://img.shields.io/badge/yes%20it's-brightgreen)
![Written in rust😎](https://img.shields.io/badge/written%20in-rust%20%F0%9F%98%8E-orange?logo=rust)
<!-- /Badges -->
## Overview
TODO Decide on projekt name, Llama Forge RS ? YALU ?
## Dependency Installation
### Via Nix Flake
```nix
{
inputs = {
# ...
+ llama-cpp = {
+ url = "git+https://git.vlt81.de/tristan/llama.cpp.git";
+ };
+ # TODO Add nix pacakge for app itself
};
outputs = {
# ....
+ , llama-cpp
, ...
} @ inputs:
let
# Then just use the package, e.g. for home-manager
+ home.packages = [ inputs.llama-cpp.packages.${system}.rocm ];
+ # This might be needed for some AMD GPUS
+ home.sessionVariables = {
+ HSA_OVERRIDE_GFX_VERSION = "10.3.0";
+ };
}
```
## License Notice
TODO Add name hre
Licensed under AGPL 3 or later, see [./LICENSE.md](./LICENSE.md)
TODO one-liner project description here
Copyright (C) 2023-2024 Tristan Druyen
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 <http://www.gnu.org/licenses/>.

121
llama_forge_rs/conf/rules.json Normal file
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[
{
"ignore_case": true,
"konto": "600001",
"pattern": "ESF 2311",
"priority": 0,
"werbecode": "000001000028"
},
{
"ignore_case": true,
"konto": "600002",
"pattern": "Für Frieden",
"priority": 0,
"werbecode": "000001000052"
},
{
"ignore_case": true,
"konto": "600003",
"pattern": "Fuer Frieden",
"priority": 0,
"werbecode": "000001000052"
},
{
"ignore_case": true,
"konto": "600004",
"pattern": "r Frieden",
"priority": 0,
"werbecode": "000001000052"
},
{
"ignore_case": true,
"konto": "600005",
"pattern": "ETH 2307",
"priority": 0,
"werbecode": "000001000061"
},
{
"ignore_case": true,
"konto": "600006",
"pattern": "TEPCO",
"priority": 0,
"werbecode": "000001000026"
},
{
"ignore_case": false,
"konto": "600007",
"pattern": "Personal",
"priority": 1,
"werbecode": "000006000006"
},
{
"ignore_case": false,
"konto": "600008",
"pattern": "Fluchtursachen",
"priority": 2,
"werbecode": "000001000066"
},
{
"ignore_case": false,
"konto": "600009",
"pattern": "2305",
"priority": 2,
"werbecode": "000001000053"
},
{
"ignore_case": false,
"konto": "600010",
"pattern": "Planet",
"priority": 2,
"werbecode": "000004000004"
},
{
"ignore_case": true,
"konto": "600011",
"pattern": "Wasserschad",
"priority": 2,
"werbecode": "000001000063"
},
{
"ignore_case": true,
"konto": "600012",
"pattern": "Förderbeitrag",
"priority": 3,
"werbecode": "000003000003"
},
{
"ignore_case": true,
"konto": "600013",
"pattern": "Foerd",
"priority": 3,
"werbecode": "000003000003"
},
{
"ignore_case": false,
"konto": "600014",
"pattern": "Zustift",
"priority": 4,
"werbecode": "000016000011"
},
{
"ignore_case": true,
"konto": "600015",
"pattern": "Konzern-Widerstand 2023",
"priority": 7,
"werbecode": "000001000022"
},
{
"ignore_case": true,
"konto": "600016",
"pattern": "KONZERNKRITIK STAERKEN",
"priority": 8,
"werbecode": "000001000028"
},
{
"ignore_case": false,
"konto": "600099",
"pattern": "Spende",
"priority": 99,
"werbecode": "000001000021"
}
]

16
llama_forge_rs/docker-compose.yml Normal file
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services:
llama_forge_rs-release:
image: git.vlt81.de/vault81/llama_forge_rs:dev-release
build:
context: .
args:
BUILD_TYPE: release
BUILD_PKG: llama_forge_rs
llama_forge_rs-debug:
image: git.vlt81.de/vault81/llama_forge_rs:dev-debug
build:
context: .
args:
BUILD_TYPE: debug
BUILD_PKG: llama_forge_rs

109
llama_forge_rs/end2end/package-lock.json generated Normal file
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@ -0,0 +1,109 @@
{
"name": "end2end",
"version": "1.0.0",
"lockfileVersion": 2,
"requires": true,
"packages": {
"": {
"name": "end2end",
"version": "1.0.0",
"license": "ISC",
"devDependencies": {
"@playwright/test": "1.43.1"
}
},
"node_modules/@playwright/test": {
"version": "1.43.1",
"resolved": "https://registry.npmjs.org/@playwright/test/-/test-1.43.1.tgz",
"integrity": "sha512-HgtQzFgNEEo4TE22K/X7sYTYNqEMMTZmFS8kTq6m8hXj+m1D8TgwgIbumHddJa9h4yl4GkKb8/bgAl2+g7eDgA==",
"dev": true,
"dependencies": {
"playwright": "1.43.1"
},
"bin": {
"playwright": "cli.js"
},
"engines": {
"node": ">=16"
}
},
"node_modules/fsevents": {
"version": "2.3.2",
"resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz",
"integrity": "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==",
"dev": true,
"hasInstallScript": true,
"optional": true,
"os": [
"darwin"
],
"engines": {
"node": "^8.16.0 || ^10.6.0 || >=11.0.0"
}
},
"node_modules/playwright": {
"version": "1.43.1",
"resolved": "https://registry.npmjs.org/playwright/-/playwright-1.43.1.tgz",
"integrity": "sha512-V7SoH0ai2kNt1Md9E3Gwas5B9m8KR2GVvwZnAI6Pg0m3sh7UvgiYhRrhsziCmqMJNouPckiOhk8T+9bSAK0VIA==",
"dev": true,
"dependencies": {
"playwright-core": "1.43.1"
},
"bin": {
"playwright": "cli.js"
},
"engines": {
"node": ">=16"
},
"optionalDependencies": {
"fsevents": "2.3.2"
}
},
"node_modules/playwright-core": {
"version": "1.43.1",
"resolved": "https://registry.npmjs.org/playwright-core/-/playwright-core-1.43.1.tgz",
"integrity": "sha512-EI36Mto2Vrx6VF7rm708qSnesVQKbxEWvPrfA1IPY6HgczBplDx7ENtx+K2n4kJ41sLLkuGfmb0ZLSSXlDhqPg==",
"dev": true,
"bin": {
"playwright-core": "cli.js"
},
"engines": {
"node": ">=16"
}
}
},
"dependencies": {
"@playwright/test": {
"version": "1.43.1",
"resolved": "https://registry.npmjs.org/@playwright/test/-/test-1.43.1.tgz",
"integrity": "sha512-HgtQzFgNEEo4TE22K/X7sYTYNqEMMTZmFS8kTq6m8hXj+m1D8TgwgIbumHddJa9h4yl4GkKb8/bgAl2+g7eDgA==",
"dev": true,
"requires": {
"playwright": "1.43.1"
}
},
"fsevents": {
"version": "2.3.2",
"resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz",
"integrity": "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==",
"dev": true,
"optional": true
},
"playwright": {
"version": "1.43.1",
"resolved": "https://registry.npmjs.org/playwright/-/playwright-1.43.1.tgz",
"integrity": "sha512-V7SoH0ai2kNt1Md9E3Gwas5B9m8KR2GVvwZnAI6Pg0m3sh7UvgiYhRrhsziCmqMJNouPckiOhk8T+9bSAK0VIA==",
"dev": true,
"requires": {
"fsevents": "2.3.2",
"playwright-core": "1.43.1"
}
},
"playwright-core": {
"version": "1.43.1",
"resolved": "https://registry.npmjs.org/playwright-core/-/playwright-core-1.43.1.tgz",
"integrity": "sha512-EI36Mto2Vrx6VF7rm708qSnesVQKbxEWvPrfA1IPY6HgczBplDx7ENtx+K2n4kJ41sLLkuGfmb0ZLSSXlDhqPg==",
"dev": true
}
}
}

13
llama_forge_rs/end2end/package.json Normal file
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@ -0,0 +1,13 @@
{
"name": "end2end",
"version": "1.0.0",
"description": "",
"main": "index.js",
"scripts": {},
"keywords": [],
"author": "",
"license": "ISC",
"devDependencies": {
"@playwright/test": "1.43.1"
}
}

107
llama_forge_rs/end2end/playwright.config.ts Normal file
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import type { PlaywrightTestConfig } from "@playwright/test";
import { devices } from "@playwright/test";
/**
* Read environment variables from file.
* https://github.com/motdotla/dotenv
*/
// require('dotenv').config();
/**
* See https://playwright.dev/docs/test-configuration.
*/
const config: PlaywrightTestConfig = {
testDir: "./tests",
/* Maximum time one test can run for. */
timeout: 30 * 1000,
expect: {
/**
* Maximum time expect() should wait for the condition to be met.
* For example in `await expect(locator).toHaveText();`
*/
timeout: 5000,
},
/* Run tests in files in parallel */
fullyParallel: true,
/* Fail the build on CI if you accidentally left test.only in the source code. */
forbidOnly: !!process.env.CI,
/* Retry on CI only */
retries: process.env.CI ? 2 : 0,
/* Opt out of parallel tests on CI. */
workers: process.env.CI ? 1 : undefined,
/* Reporter to use. See https://playwright.dev/docs/test-reporters */
reporter: "html",
/* Shared settings for all the projects below. See https://playwright.dev/docs/api/class-testoptions. */
use: {
/* Maximum time each action such as `click()` can take. Defaults to 0 (no limit). */
actionTimeout: 0,
/* Base URL to use in actions like `await page.goto('/')`. */
// baseURL: 'http://localhost:3000',
/* Collect trace when retrying the failed test. See https://playwright.dev/docs/trace-viewer */
trace: "on-first-retry",
},
/* Configure projects for major browsers */
projects: [
{
name: "chromium",
use: {
...devices["Desktop Chrome"],
},
},
{
name: "firefox",
use: {
...devices["Desktop Firefox"],
},
},
{
name: "webkit",
use: {
...devices["Desktop Safari"],
},
},
/* Test against mobile viewports. */
// {
// name: 'Mobile Chrome',
// use: {
// ...devices['Pixel 5'],
// },
// },
// {
// name: 'Mobile Safari',
// use: {
// ...devices['iPhone 12'],
// },
// },
/* Test against branded browsers. */
// {
// name: 'Microsoft Edge',
// use: {
// channel: 'msedge',
// },
// },
// {
// name: 'Google Chrome',
// use: {
// channel: 'chrome',
// },
// },
],
/* Folder for test artifacts such as screenshots, videos, traces, etc. */
// outputDir: 'test-results/',
/* Run your local dev server before starting the tests */
// webServer: {
// command: 'npm run start',
// port: 3000,
// },
};
export default config;

12
llama_forge_rs/end2end/tests/example.spec.ts Normal file
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import { test, expect } from "@playwright/test";
test("homepage has title and links to intro page", async ({ page }) => {
await page.goto("http://localhost:3000/");
await expect(page).toHaveTitle("Welcome to Leptos");
await expect(page.locator("h1")).toHaveText("Welcome to Leptos!");
});
// TODO add a simple e2e smoke test here which chats with the model with a simple question
// TODO add a small (<2GB) testing model

230
llama_forge_rs/flake.lock generated Normal file
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@ -0,0 +1,230 @@
{
"nodes": {
"flake-parts": {
"inputs": {
"nixpkgs-lib": "nixpkgs-lib"
},
"locked": {
"lastModified": 1715865404,
"narHash": "sha256-/GJvTdTpuDjNn84j82cU6bXztE0MSkdnTWClUCRub78=",
"owner": "hercules-ci",
"repo": "flake-parts",
"rev": "8dc45382d5206bd292f9c2768b8058a8fd8311d9",
"type": "github"
},
"original": {
"owner": "hercules-ci",
"repo": "flake-parts",
"type": "github"
}
},
"flake-utils": {
"inputs": {
"systems": "systems"
},
"locked": {
"lastModified": 1710146030,
"narHash": "sha256-SZ5L6eA7HJ/nmkzGG7/ISclqe6oZdOZTNoesiInkXPQ=",
"owner": "numtide",
"repo": "flake-utils",
"rev": "b1d9ab70662946ef0850d488da1c9019f3a9752a",
"type": "github"
},
"original": {
"owner": "numtide",
"repo": "flake-utils",
"type": "github"
}
},
"flake-utils_2": {
"inputs": {
"systems": "systems_2"
},
"locked": {
"lastModified": 1705309234,
"narHash": "sha256-uNRRNRKmJyCRC/8y1RqBkqWBLM034y4qN7EprSdmgyA=",
"owner": "numtide",
"repo": "flake-utils",
"rev": "1ef2e671c3b0c19053962c07dbda38332dcebf26",
"type": "github"
},
"original": {
"owner": "numtide",
"repo": "flake-utils",
"type": "github"
}
},
"llama-cpp": {
"inputs": {
"flake-parts": "flake-parts",
"nixpkgs": "nixpkgs"
},
"locked": {
"lastModified": 1716924132,
"narHash": "sha256-C+4SdaMeKz9APcU/dIV6VAw0k7yYyGaylQTnOjUN5VQ=",
"ref": "refs/heads/master",
"rev": "5f687d392b4d736c3ca5dc4d6778f5713a02ec28",
"revCount": 3027,
"type": "git",
"url": "https://git.vlt81.de/tristan/llama.cpp.git"
},
"original": {
"type": "git",
"url": "https://git.vlt81.de/tristan/llama.cpp.git"
}
},
"nixpkgs": {
"locked": {
"lastModified": 1716509168,
"narHash": "sha256-4zSIhSRRIoEBwjbPm3YiGtbd8HDWzFxJjw5DYSDy1n8=",
"owner": "NixOS",
"repo": "nixpkgs",
"rev": "bfb7a882678e518398ce9a31a881538679f6f092",
"type": "github"
},
"original": {
"owner": "NixOS",
"ref": "nixos-unstable",
"repo": "nixpkgs",
"type": "github"
}
},
"nixpkgs-lib": {
"locked": {
"lastModified": 1714640452,
"narHash": "sha256-QBx10+k6JWz6u7VsohfSw8g8hjdBZEf8CFzXH1/1Z94=",
"type": "tarball",
"url": "https://github.com/NixOS/nixpkgs/archive/50eb7ecf4cd0a5756d7275c8ba36790e5bd53e33.tar.gz"
},
"original": {
"type": "tarball",
"url": "https://github.com/NixOS/nixpkgs/archive/50eb7ecf4cd0a5756d7275c8ba36790e5bd53e33.tar.gz"
}
},
"nixpkgs-stable": {
"locked": {
"lastModified": 1704067053,
"narHash": "sha256-o5hsB9sBtYT0DBBU1JQ95o3aaANu/97DXz9g0LQh8ns=",
"owner": "NixOS",
"repo": "nixpkgs",
"rev": "0ef56bec7281e2372338f2dfe7c13327ce96f6bb",
"type": "github"
},
"original": {
"owner": "NixOS",
"repo": "nixpkgs",
"rev": "0ef56bec7281e2372338f2dfe7c13327ce96f6bb",
"type": "github"
}
},
"nixpkgs_2": {
"locked": {
"lastModified": 1715530780,
"narHash": "sha256-bBz4/T/zBzv9Xi5XUlFDeosmSNppLaCQTizMKSksAvk=",
"owner": "NixOS",
"repo": "nixpkgs",
"rev": "3281bec7174f679eabf584591e75979a258d8c40",
"type": "github"
},
"original": {
"owner": "NixOS",
"ref": "nixpkgs-unstable",
"repo": "nixpkgs",
"type": "github"
}
},
"nixpkgs_3": {
"locked": {
"lastModified": 1706487304,
"narHash": "sha256-LE8lVX28MV2jWJsidW13D2qrHU/RUUONendL2Q/WlJg=",
"owner": "NixOS",
"repo": "nixpkgs",
"rev": "90f456026d284c22b3e3497be980b2e47d0b28ac",
"type": "github"
},
"original": {
"owner": "NixOS",
"ref": "nixpkgs-unstable",
"repo": "nixpkgs",
"type": "github"
}
},
"npmlock2nix": {
"flake": false,
"locked": {
"lastModified": 1673447413,
"narHash": "sha256-sJM82Sj8yfQYs9axEmGZ9Evzdv/kDcI9sddqJ45frrU=",
"owner": "nix-community",
"repo": "npmlock2nix",
"rev": "9197bbf397d76059a76310523d45df10d2e4ca81",
"type": "github"
},
"original": {
"owner": "nix-community",
"repo": "npmlock2nix",
"type": "github"
}
},
"root": {
"inputs": {
"flake-utils": "flake-utils",
"llama-cpp": "llama-cpp",
"nixpkgs": "nixpkgs_2",
"nixpkgs-stable": "nixpkgs-stable",
"npmlock2nix": "npmlock2nix",
"rust-overlay": "rust-overlay"
}
},
"rust-overlay": {
"inputs": {
"flake-utils": "flake-utils_2",
"nixpkgs": "nixpkgs_3"
},
"locked": {
"lastModified": 1715566659,
"narHash": "sha256-OpI0TnN+uE0vvxjPStlTzf5RTohIXVSMwrP9NEgMtaY=",
"owner": "oxalica",
"repo": "rust-overlay",
"rev": "6c465248316cd31502c82f81f1a3acf2d621b01c",
"type": "github"
},
"original": {
"owner": "oxalica",
"repo": "rust-overlay",
"type": "github"
}
},
"systems": {
"locked": {
"lastModified": 1681028828,
"narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
"owner": "nix-systems",
"repo": "default",
"rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
"type": "github"
},
"original": {
"owner": "nix-systems",
"repo": "default",
"type": "github"
}
},
"systems_2": {
"locked": {
"lastModified": 1681028828,
"narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
"owner": "nix-systems",
"repo": "default",
"rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
"type": "github"
},
"original": {
"owner": "nix-systems",
"repo": "default",
"type": "github"
}
}
},
"root": "root",
"version": 7
}

174
llama_forge_rs/flake.nix Normal file
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{
description = "A Nix-flake-based Rust development environment";
inputs = {
nixpkgs.url = "github:NixOS/nixpkgs/nixpkgs-unstable";
nixpkgs-stable.url = "github:NixOS/nixpkgs/0ef56bec7281e2372338f2dfe7c13327ce96f6bb";
rust-overlay.url = "github:oxalica/rust-overlay";
flake-utils.url = "github:numtide/flake-utils";
npmlock2nix = {
url = "github:nix-community/npmlock2nix";
flake = false;
};
llama-cpp = {
url = "git+https://git.vlt81.de/tristan/llama.cpp.git";
};
};
outputs =
{ self
, nixpkgs
, nixpkgs-stable
, rust-overlay
, flake-utils
, npmlock2nix
, llama-cpp
}:
flake-utils.lib.eachDefaultSystem
(system:
let
rocmtoolkit_joined = pkgs.symlinkJoin {
name = "rocm-merged";
paths = with pkgs-stable.rocmPackages; [
rocm-core
clr
rccl
miopen
miopengemm
rocrand
rocblas
rocsparse
hipsparse
rocthrust
rocprim
hipcub
roctracer
rocfft
rocsolver
hipfft
hipsolver
hipblas
rocminfo
rocm-thunk
rocm-comgr
rocm-device-libs
rocm-runtime
clr.icd
hipify
];
};
overlays = [
rust-overlay.overlays.default
(final: prev: {
customRustToolchain = prev.rust-bin.fromRustupToolchainFile ./rust-toolchain.toml;
})
(final: prev: {
npmlock2nix = import npmlock2nix { pkgs = prev; };
})
];
pkgs = import nixpkgs {
inherit system overlays;
};
pkgs-stable = import nixpkgs-stable {
inherit system overlays;
};
customNodeModules = pkgs.npmlock2nix.v2.node_modules {
src = ./.;
nodejs = pkgs.nodejs_20;
};
myllamacpp = llama-cpp.packages.${system}.rocm.override {
rocmTargets = [ "gfx1100" ];
llamaNative = true;
llamaLTO = false;
};
buildInputs = with pkgs; [
atk
cairo
gdk-pixbuf
glib
glibc
gtk3
harfbuzz
libsoup_3
openssl
pango
sqlite
webkitgtk_4_1
zlib
rocmtoolkit_joined
pkgs-stable.clang
pkgs-stable.gzip
pkgs-stable.coreutils
];
in
{
packages = {
cargo-leptos = pkgs.callPackage ./.nix/cargo-leptos.nix { };
};
devShells.default = pkgs.mkShell {
packages = with pkgs;
[
customNodeModules
customRustToolchain
binaryen
cacert
cargo-bloat
cargo-docset
cargo-machete
cargo-limit
cargo-deny
cargo-edit
cargo-watch
cargo-make
cargo-udeps
self.packages.${system}.cargo-leptos
(wasm-bindgen-cli.override {
version = "0.2.92";
hash = "sha256-1VwY8vQy7soKEgbki4LD+v259751kKxSxmo/gqE6yV0=";
cargoHash = "sha256-aACJ+lYNEU8FFBs158G1/JG8sc6Rq080PeKCMnwdpH0=";
})
cargo-outdated
cargo-release
dart-sass
fish
inotify-tools
leptosfmt
mold
nodejs_20
pkg-config
rustywind
sccache
sqlx-cli
unzip
myllamacpp
]
++ buildInputs;
buildInputs = buildInputs;
shellHook = ''
# allow runinng llamafiles
# export PATH=${rocmtoolkit_joined}/bin:$PATH
# export PATH=$PATH:${pkgs-stable.clang}/bin
# export PATH=$PATH:${pkgs-stable.coreutils}/bin
# export PATH=$PATH:${pkgs-stable.gzip}/bin
export HIPCC_COMPILE_FLAGS_APPEND="-I${rocmtoolkit_joined}/include -I${rocmtoolkit_joined}/include/rocblas"
export HIPCC_LINK_FLAGS_APPEND="-L${rocmtoolkit_joined}/lib"
export ROCM_PATH=${rocmtoolkit_joined}
export ROCM_SOURCE_DIR=${rocmtoolkit_joined}
export HSA_OVERRIDE_GFX_VERSION=10.3.0 # this needs to be changed depending on your AMD gpu
# setup node-modules
export NPM_LOCAL_PREFIX=${customNodeModules}/node_modules
(ln -s $NPM_LOCAL_PREFIX ./node_modules 2>/dev/null || unlink ./node_modules) && ln -s $NPM_LOCAL_PREFIX ./node_modules 2>/dev/null
# export NIX_LD_LIBRARY_PATH=${pkgs.lib.makeLibraryPath buildInputs}:$NIX_LD_LIBRARY_PATH
export LEPTOS_SASS_VERSION=1.71.0
export LEPTOS_TAILWIND_VERSION=3.4.3
export MALLOC_CONF=thp:always,metadata_thp:always
'';
};
});
}

7
llama_forge_rs/migrations/20240427211512_add_settings.sql Normal file
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-- Add migration script here
CREATE TABLE IF NOT EXISTS settings (
version INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
model_dir TEXT NOT NULL,
default_model TEXT NOT NULL,
created_at TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP
);

7
llama_forge_rs/migrations/20240427230414_add_backend_process.sql Normal file
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-- Add migration script here
CREATE TABLE IF NOT EXISTS backend_process (
id INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT,
settings_version INTEGER,
status TEXT NOT NULL CHECK( status IN ('waiting_for_start', 'running', 'waiting_for_stop', 'finished', 'failed') ),
FOREIGN KEY(settings_version) REFERENCES settings(version)
);

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13
llama_forge_rs/package.json Normal file
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{
"name": "llama_forge_rs",
"description": "",
"version": "0.1.0",
"author": "Tristan Druyen <tristan@vault81.mozmail.com>",
"license": "AGPL",
"devDependencies": {
"@tailwindcss/forms": "0.5.7",
"@tailwindcss/typography": "0.5.12",
"daisyui": "4.10.2",
"tailwindcss": "3.4.3"
}
}

0
llama_forge_rs/public/.gitkeep Normal file
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9
llama_forge_rs/public/logo.svg Normal file
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21
llama_forge_rs/renovate.json Normal file
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{
"$schema": "https://docs.renovatebot.com/renovate-schema.json",
"extends": ["config:best-practices"],
"prConcurrentLimit": 2,
"prHourlyLimit": 8,
"semanticCommits": "enabled",
"packageRules": [
{
"matchUpdateTypes": ["minor", "patch", "pin"],
"matchCurrentVersion": "!/^0/",
"automerge": true
},
{
"matchUpdateTypes": ["patch", "pin", "digest"],
"automerge": true
}
],
"nix": {
"enabled": true
}
}

16
llama_forge_rs/rust-toolchain.toml Normal file
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[toolchain]
channel = "nightly-2024-04-14"
targets = [
"x86_64-unknown-linux-gnu",
"wasm32-unknown-unknown",
"x86_64-pc-windows-msvc",
]
components = [
"cargo",
"rustfmt",
"rust-analyzer",
"rust-src",
"rustc-codegen-cranelift",
"rustc-dev",
]
profile = "default"

23
llama_forge_rs/rustfmt.toml Normal file
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edition = "2021"
max_width = 100
tab_spaces = 4
# unstable
format_macro_bodies = true
format_macro_matchers = true
format_strings = true
group_imports = "StdExternalCrate"
imports_granularity = "Crate"
imports_layout = "HorizontalVertical"
overflow_delimited_expr = true
reorder_impl_items = true
struct_field_align_threshold = 4
struct_lit_single_line = false
trailing_comma = "Vertical"
unstable_features = true
use_field_init_shorthand = true
use_try_shorthand = true
wrap_comments = false
# format_brace_macros = true

190
llama_forge_rs/src/api/backend_process.rs Normal file
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use std::time::Duration;
use leptos::*;
use serde::{Deserialize, Serialize};
use super::backend_settings::BackendSettings;
use crate::app::components::FormControl;
#[derive(PartialEq, Debug, Clone, Serialize, Deserialize, sqlx::FromRow)]
pub struct BackendProcess {
id: i64,
#[sqlx(flatten)]
settings: BackendSettings,
status: ProcessStatus,
}
/// The `ProcessStatus` enum represents the various states a process can be in. It includes the following states:
/// - `WaitingForStart`: The process is waiting to be started.
/// - `Running`: The process is currently running.
/// - `WaitingForStop`: The process is waiting to be stopped.
/// - `Finished`: The process has completed its execution successfully.
/// - `Failed`: The process has failed or encountered an error during execution.
/// This enum is used to keep track of the state of a process in a backend application, allowing for proper management and control over the process lifecycle.
#[derive(
Default, PartialEq, Debug, Clone, Serialize, Deserialize, sqlx::Type, strum::EnumString,
)]
#[sqlx(rename_all = "snake_case")]
#[strum(serialize_all = "snake_case")]
pub enum ProcessStatus {
#[default]
WaitingForStart,
Running,
WaitingForStop,
Finished,
Failed,
}
/// CHecks the db every 100ms to see if stuff has to be started
#[cfg(feature = "ssr")]
pub async fn run_starter_task(pool: sqlx::SqlitePool) {
use tokio::{
time::{self, Instant},
try_join,
};
use tokio_stream::{wrappers::IntervalStream, StreamExt};
use crate::server::backends::BackendService;
let _ = tracing::debug_span!("starter_task");
tracing::debug!("Starter task started");
let service_handle = BackendService::new();
let mut stream = IntervalStream::new(time::interval(Duration::from_millis(1000)));
while let Some(instant) = stream.next().await {
tracing::debug!("fire; instant={:?}", instant);
let waiting_to_start: Vec<BackendProcess> = sqlx::query_as(
"SELECT id, status,
se.version, se.model_dir, se.default_model, se.created_at
FROM backend_process INNER JOIN settings AS se
ON backend_process.settings_version = se.version
WHERE status == ?",
)
.bind(ProcessStatus::WaitingForStart)
.fetch_all(&pool)
.await
.unwrap();
let waiting_to_stop: Vec<BackendProcess> = sqlx::query_as(
"SELECT id, status,
se.version, se.model_dir, se.default_model, se.created_at
FROM backend_process INNER JOIN settings AS se
ON backend_process.settings_version = se.version
WHERE status == ?",
)
.bind(ProcessStatus::WaitingForStop)
.fetch_all(&pool)
.await
.unwrap();
tracing::debug!(?waiting_to_start, ?waiting_to_stop);
use futures::future::FutureExt;
for to_stop in waiting_to_stop.into_iter() {
tracing::debug!(?to_stop);
let update_query_fut = sqlx::query!(
"UPDATE backend_process
SET status == ?
WHERE id == ?",
ProcessStatus::Finished,
to_stop.id
)
.execute(&pool)
.map(|f| f.map_err(|_e| anyhow::Error::msg("update fail")));
let stop_fut = service_handle.stop();
tracing::debug!(msg = "Stopping", ?to_stop);
try_join!(update_query_fut, stop_fut).expect("stop fail");
tracing::debug!(msg = "Stopped!", ?to_stop);
}
for to_start in waiting_to_start.into_iter() {
// TODO Pass args to backend
// TODO Save Services tehrefore allow multiples
tracing::debug!(?to_start);
let update_query_fut = sqlx::query!(
"UPDATE backend_process
SET status == ?
WHERE id == ?",
ProcessStatus::Running,
to_start.id
)
.execute(&pool)
.map(|f| f.map_err(|_e| anyhow::Error::msg("update fail")));
tracing::debug!(msg = "Starting", ?to_start);
let start_fut = service_handle.start();
try_join!(update_query_fut, start_fut).expect("start fail");
tracing::debug!(msg = "Started!", ?to_start);
}
tracing::debug!(msg="Starter task iteration finished", iteration_dur=?Instant::now().duration_since(instant))
}
}
/// Starts a new process and updates the process status.
#[server]
pub async fn start_process() -> Result<(), ServerFnError> {
use crate::server::pool;
let pool = pool()?;
// Set all existing processes to Finished
sqlx::query!(
"UPDATE backend_process SET status = 'waiting_for_stop' WHERE status != 'finished'"
)
.execute(&pool)
.await?;
// Get the current newest settings version
let settings_version =
sqlx::query_scalar!("SELECT version FROM settings ORDER BY version DESC LIMIT 1")
.fetch_one(&pool)
.await?;
// Create a new ProcessStatus with the current newest settings version and initial status of waiting
sqlx::query!(
"INSERT INTO backend_process (settings_version, status) VALUES (?, 'waiting_for_start')",
settings_version
)
.execute(&pool)
.await?;
Ok(())
}
/// Stops all processes and updates the process status.
#[server]
pub async fn stop_process() -> Result<(), ServerFnError> {
use crate::server::pool;
let pool = pool()?;
// Set all processes to finished
sqlx::query!("UPDATE backend_process SET status = 'waiting_for_stop'")
.execute(&pool)
.await?;
Ok(())
}
/// Fetches the status of the newest process.
#[server(ProcessStatusFn)]
pub async fn process_status() -> Result<ProcessStatus, ServerFnError> {
use crate::server::pool;
let pool = pool()?;
let status: Option<ProcessStatus> =
sqlx::query_scalar!("SELECT status FROM backend_process ORDER BY id DESC LIMIT 1")
.fetch_optional(&pool)
.await?
.map(|str| str.parse())
.transpose()?;
match status {
Some(status) => Ok(status),
None => Ok(ProcessStatus::Finished),
}
}

71
llama_forge_rs/src/api/backend_settings.rs Normal file
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use leptos::*;
use leptos_router::*;
use serde::{Deserialize, Serialize};
use crate::app::components::{svgs::*, FormControl};
#[derive(PartialEq, Debug, Clone, Serialize, Deserialize, sqlx::FromRow)]
pub struct BackendSettings {
version: i64, // auto-increments, the current settings are the highest version
model_dir: String,
default_model: String,
created_at: chrono::NaiveDateTime,
}
/// Returns the initial default directory for model files. ($PWD/models)
#[server]
async fn default_model_dir() -> Result<String, ServerFnError> {
let pwd = std::env::current_dir()?.to_string_lossy().to_string();
let default_dir = format!("{}/models", pwd);
Ok(default_dir)
}
/// Fetches the latest backend settings from the database.
#[server]
async fn load_backend_settings() -> Result<BackendSettings, ServerFnError> {
use crate::server::pool;
tracing::debug!(msg = "Load settings");
let pool = pool()?;
let settings = sqlx::query_as!(
BackendSettings,
"SELECT version, model_dir, default_model, created_at FROM settings ORDER BY version DESC \
LIMIT 1"
)
.fetch_optional(&pool)
.await?;
match settings {
Some(settings) => Ok(settings),
None => Err(ServerFnError::ServerError("Settings not found".to_string())),
}
}
/// Updates the backend settings with new model directory and default model.
#[server(UpdateSettings)]
async fn update_settings(model_dir: String, default_model: String) -> Result<(), ServerFnError> {
use crate::server::pool;
tracing::debug!(msg = "Updating settings", ?model_dir, ?default_model);
let pool = pool()?;
let result = {
sqlx_macros::expand_query!(
source = "INSERT INTO settings (model_dir, default_model) VALUES (?, ?)",
args = [model_dir, default_model,]
)
}
.execute(&pool)
.await?;
if result.rows_affected() == 0 {
return Err(ServerFnError::ServerError(
"Failed to create new settings".to_string(),
));
}
Ok(())
}

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use bytes::Bytes;
use leptos::*;
use server_fn::codec::{ByteStream, Streaming};
use uuid::Uuid;
use crate::api::{ChannelMessage, ChatMessage};
#[server(name=TestServerFn, output = Streaming)]
pub async fn stream_chat(id: Uuid, history: Vec<ChatMessage>) -> Result<ByteStream, ServerFnError> {
use tokio::sync::mpsc;
use tokio_stream::{wrappers::ReceiverStream, StreamExt};
use crate::server::backends::{llama_chat, ChatService};
let (tx, rx) = mpsc::channel::<ChannelMessage>(8);
let service = llama_chat::LlamaService::new(id);
let _handle = tokio::spawn(service.chat_request(history, tx));
let broadcast_receive_stream = ReceiverStream::new(rx)
.map(|msg| {
tracing::trace!(?msg);
serde_json::to_string(&msg).unwrap()
})
.map(|string| {
let bytes = Bytes::from(string.as_bytes().to_vec());
Ok(bytes)
});
let text_stream = ByteStream::new(broadcast_receive_stream);
Ok(text_stream)
}

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llama_forge_rs/src/api/mod.rs Normal file
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use serde::{Deserialize, Serialize};
use uuid::Uuid;
mod backend_process;
mod backend_settings;
mod chat;
// pub mod backend_process;
// pub mod backend_settings;
// pub mod chat;
pub use backend_process::*;
pub use backend_settings::*;
pub use chat::*;
#[derive(Clone, Debug, Serialize, Deserialize, Hash, PartialEq)]
pub enum ChatRole {
System,
User,
Assistant,
}
impl From<ChatRole> for String {
fn from(val: ChatRole) -> Self {
match val {
ChatRole::System => "system",
ChatRole::User => "user",
ChatRole::Assistant => "assistand",
}
.to_string()
}
}
#[derive(Clone, Debug, Serialize, Deserialize, Hash, PartialEq)]
pub struct ChatMessage {
pub id: Uuid,
pub role: ChatRole,
pub content: String,
_meta: String,
}
impl ChatMessage {
pub fn new(role: ChatRole, content: String) -> Self {
Self {
id: Uuid::now_v7(),
role,
content,
_meta: "".to_string(),
}
}
}
#[derive(Clone, Debug, Serialize, Deserialize, Hash, PartialEq)]
pub enum ChannelMessage {
Token(String),
Stop,
}
#[derive(Clone, Debug, Serialize, Deserialize)]
pub struct Chat {
// sampler_settings: SamplerSettings,
pub id: Uuid,
pub history: Vec<ChatMessage>,
_meta: String,
}
impl Chat {
pub fn new(id: Uuid, history: Vec<ChatMessage>, meta: String) -> Self {
Self {
id,
history,
_meta: meta,
}
}
}

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llama_forge_rs/src/app/components/mod.rs Normal file
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use leptos::*;
pub mod svgs;
#[component]
pub fn FormControl(label: &'static str, children: Children) -> impl IntoView {
view! {
<div class="w-full form-control">
<label class="label">
<span class="label-text">{label}</span>
{children()}
</label>
</div>
}
}
#[component]
pub fn Card(children: Children) -> impl IntoView {
view! {
<div class="overflow-y-scroll flex-col-reverse shadow-xl max-h-[80dvh] size-full bg-base-300 card">
<div class="card-body">{children()}</div>
</div>
}
}

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llama_forge_rs/src/app/components/svgs.rs Normal file
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use leptos::*;
#[component]
pub fn SaveSvg() -> impl IntoView {
view! {
<svg
class="w-5 h-5"
stroke-width="1.5"
viewBox="0 0 24 24"
fill="none"
xmlns="http://www.w3.org/2000/svg"
color="currentColor"
>
<path
d="M3 7.5V5C3 3.89543 3.89543 3 5 3H16.1716C16.702 3 17.2107 3.21071 17.5858 3.58579L20.4142 6.41421C20.7893 6.78929 21 7.29799 21 7.82843V19C21 20.1046 20.1046 21 19 21H5C3.89543 21 3 20.1046 3 19V16.5"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
<path
d="M6 21V17"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
<path
d="M18 21V13.6C18 13.2686 17.7314 13 17.4 13H15"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
<path
d="M16 3V8.4C16 8.73137 15.7314 9 15.4 9H13.5"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
<path
d="M8 3V6"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
<path
d="M1 12H12M12 12L9 9M12 12L9 15"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
</svg>
}
}
#[component]
pub fn TrashSvg() -> impl IntoView {
view! {
<svg
class="w-5 h-5"
viewBox="0 0 24 24"
stroke="currentColor"
stroke-width="1.5"
fill="none"
xmlns="http://www.w3.org/2000/svg"
>
<path
d="M20 9L18.005 20.3463C17.8369 21.3026 17.0062 22 16.0353 22H7.96474C6.99379 22 6.1631 21.3026 5.99496 20.3463L4 9"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
<path
d="M21 6L15.375 6M3 6L8.625 6M8.625 6V4C8.625 2.89543 9.52043 2 10.625 2H13.375C14.4796 2 15.375 2.89543 15.375 4V6M8.625 6L15.375 6"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
</svg>
}
}
#[component]
pub fn SendSvg() -> impl IntoView {
view! {
<svg
class="w-5 h-5"
viewBox="0 0 24 24"
fill="none"
xmlns="http://www.w3.org/2000/svg"
stroke-width="1.5"
style="--darkreader-inline-color: #e8e6e3;"
data-darkreader-inline-color=""
>
<g clip-path="url(#clip0_4086_8473)">
<path
fill-rule="evenodd"
clip-rule="evenodd"
d="M1.84647 7.15123C1.54566 7.21608 1.31498 7.45811 1.26464 7.7617C1.2143 8.06528 1.35452 8.36881 1.6183 8.52729L8.13474 12.4421L14.3544 8.08705C14.6938 7.84947 15.1614 7.93193 15.399 8.27123C15.6366 8.61054 15.5541 9.0782 15.2148 9.31578L8.99537 13.6707L10.4455 21.1339C10.5042 21.436 10.7415 21.6715 11.044 21.7281C11.3465 21.7846 11.6528 21.6506 11.8166 21.3901L22.7919 3.93893C22.9526 3.68349 22.9445 3.35665 22.7714 3.10947C22.5983 2.86228 22.294 2.7429 21.999 2.80649L1.84647 7.15123Z"
fill="currentColor"
></path>
</g>
<defs>
<clipPath id="clip0_4086_8473">
<rect width="24" height="24" fill="white"></rect>
</clipPath>
</defs>
</svg>
}
}
#[component]
pub fn RefreshSvg() -> impl IntoView {
view! {
<svg
class="w-5 h-5"
stroke="currentColor"
stroke-width="1.5"
viewBox="0 0 24 24"
fill="none"
xmlns="http://www.w3.org/2000/svg"
>
<path
d="M21.1679 8C19.6247 4.46819 16.1006 2 11.9999 2C6.81459 2 2.55104 5.94668 2.04932 11"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
<path
d="M17 8H21.4C21.7314 8 22 7.73137 22 7.4V3"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
<path
d="M2.88146 16C4.42458 19.5318 7.94874 22 12.0494 22C17.2347 22 21.4983 18.0533 22 13"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
<path
d="M7.04932 16H2.64932C2.31795 16 2.04932 16.2686 2.04932 16.6V21"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
</svg>
}
}
#[component]
pub fn HamburgerSvg() -> impl IntoView {
view! {
<svg
xmlns="http://www.w3.org/2000/svg"
class="w-5 h-5"
fill="none"
viewBox="0 0 24 24"
stroke="currentColor"
>
<path
stroke-linecap="round"
stroke-linejoin="round"
stroke-width="2"
d="M4 6h16M4 12h16M4 18h7"
></path>
</svg>
}
}
#[component]
pub fn CheckmarkSvg() -> impl IntoView {
view! {
<svg
class="w-4 h-4"
stroke="currentColor"
stroke-width="1.5"
viewBox="0 0 24 24"
fill="none"
xmlns="http://www.w3.org/2000/svg"
>
<path
d="M7 12.5L10 15.5L17 8.5"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
<path
d="M12 22C17.5228 22 22 17.5228 22 12C22 6.47715 17.5228 2 12 2C6.47715 2 2 6.47715 2 12C2 17.5228 6.47715 22 12 22Z"
stroke="currentColor"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
</svg>
}
}
#[component]
pub fn PencilSvg() -> impl IntoView {
view! {
<svg
class="w-4 h-4"
viewBox="0 0 24 24"
stroke="currentColor"
stroke-width="1.5"
fill="none"
xmlns="http://www.w3.org/2000/svg"
>
<path
d="M14.3632 5.65156L15.8431 4.17157C16.6242 3.39052 17.8905 3.39052 18.6716 4.17157L20.0858 5.58579C20.8668 6.36683 20.8668 7.63316 20.0858 8.41421L18.6058 9.8942M14.3632 5.65156L4.74749 15.2672C4.41542 15.5993 4.21079 16.0376 4.16947 16.5054L3.92738 19.2459C3.87261 19.8659 4.39148 20.3848 5.0115 20.33L7.75191 20.0879C8.21972 20.0466 8.65806 19.8419 8.99013 19.5099L18.6058 9.8942M14.3632 5.65156L18.6058 9.8942"
stroke-width="1.5"
stroke-linecap="round"
stroke-linejoin="round"
></path>
</svg>
}
}

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llama_forge_rs/src/app/error_template.rs Normal file
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use http::status::StatusCode;
use leptos::*;
#[cfg(feature = "ssr")]
use leptos_axum::ResponseOptions;
use thiserror::Error;
use crate::app::{components::Card, pages::Main};
#[derive(Clone, Debug, Error)]
pub enum AppError {
#[error("Not Found")]
NotFound,
}
impl AppError {
pub fn status_code(&self) -> StatusCode {
match self {
AppError::NotFound => StatusCode::NOT_FOUND,
}
}
}
// A basic function to display errors served by the error boundaries.
// Feel free to do more complicated things here than just displaying the error.
#[component]
pub fn ErrorTemplate(
#[prop(optional)] outside_errors: Option<Errors>,
#[prop(optional)] errors: Option<RwSignal<Errors>>,
) -> impl IntoView {
let errors = match outside_errors {
Some(e) => create_rw_signal(e),
None => match errors {
Some(e) => e,
None => panic!("No Errors found and we expected errors!"),
},
};
// Get Errors from Signal
let errors = errors.get_untracked();
// Downcast lets us take a type that implements `std::error::Error`
let errors: Vec<AppError> = errors
.into_iter()
.filter_map(|(_k, v)| v.downcast_ref::<AppError>().cloned())
.collect();
tracing::error!("Errors: {errors:#?}");
// Only the response code for the first error is actually sent from the server
// this may be customized by the specific application
#[cfg(feature = "ssr")]
{
let response = use_context::<ResponseOptions>();
if let Some(response) = response {
response.set_status(errors[0].status_code());
}
}
view! {
<Main>
<Card>
<h1>{if errors.len() > 1 { "Errors" } else { "Error" }}</h1>
<For
// a function that returns the items we're iterating over; a signal is fine
each=move || { errors.clone().into_iter().enumerate() }
// a unique key for each item as a reference
key=|(index, _error)| *index
// renders each item to a view
children=move |error| {
tracing::error!(? error);
let error_string = error.1.to_string();
let error_code = error.1.status_code();
view! {
<h2>{error_code.to_string()}</h2>
<p>"Error: " {error_string}</p>
}
}
/>
</Card>
</Main>
}
}

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llama_forge_rs/src/app/mod.rs Normal file
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use std::sync::Arc;
use leptos::*;
use leptos_meta::*;
use leptos_router::*;
pub(crate) mod components;
pub(crate) mod error_template;
pub(crate) mod pages;
use self::{
error_template::{AppError, ErrorTemplate},
pages::*,
};
#[derive(Clone, Debug, PartialEq)]
pub struct RefreshGen(pub i64);
#[island]
pub fn App() -> impl IntoView {
let span = tracing::info_span!("app");
// Provides context that manages stylesheets, titles, meta tags, etc.
provide_meta_context();
let refresh_gen = create_rw_signal(RefreshGen(0));
provide_context(refresh_gen);
provide_context(Arc::new(span));
view! {
<Stylesheet id="leptos" href="/pkg/llama_forge_rs.css"/>
// sets the document title
<Title text="LLama Forge RS"/>
<Router fallback=|| {
let mut outside_errors = Errors::default();
outside_errors.insert_with_default_key(AppError::NotFound);
view! { <ErrorTemplate outside_errors/> }.into_view()
}>
<main>
<Routes>
<Route path="" view=MainPage>
<Route path="/chat" view=ChatPage/>
<SettingsRoutes/>
</Route>
</Routes>
</main>
</Router>
}
}

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llama_forge_rs/src/app/pages/chat.rs Normal file
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use std::{
hash::{DefaultHasher, Hash, Hasher},
ops::Deref,
};
use bytes::Bytes;
use leptos::*;
use uuid::Uuid;
use crate::{
api::{stream_chat, ChannelMessage, ChatMessage, ChatRole},
app::components::{svgs::*, Card},
};
#[component]
fn ChatMessageBubble(
msg: RwSignal<ChatMessage>,
history: RwSignal<Vec<RwSignal<ChatMessage>>>,
) -> impl IntoView {
let (edit_mode, set_edit_mode) = create_signal(false);
let _ = create_effect(move |_| tracing::debug!(edit_mode=%edit_mode()));
let role = match msg.get().role {
ChatRole::System => "System",
ChatRole::User => "User",
ChatRole::Assistant => "Assistant",
};
let chat_class = match msg.get().role {
ChatRole::System => "chat-start",
ChatRole::Assistant => "chat-start",
ChatRole::User => "chat-end",
};
let textarea_ref = NodeRef::<html::P>::new();
let editable_p = move || {
let mode = if edit_mode.get() { "true" } else { "false" };
view! {
<p node_ref=textarea_ref contenteditable=move || { mode }>
<span inner_html=msg.get().content.clone()></span>
</p>
}
};
let enter_edit_mode = move |_ev| {
set_edit_mode.set(true);
textarea_ref().expect("").deref().clone().focus().unwrap();
};
let exit_edit_mode = move |_ev| {
let inner_text = textarea_ref().expect("").deref().clone().inner_text();
msg.update(move |msg| msg.content = inner_text);
set_edit_mode.set(false);
};
let trash_message = move || {
let id = msg.get().id;
history.update(move |his| {
his.retain(|elem| elem.get().id != id);
});
};
let edit_button = move || {
if edit_mode() {
view! {
<button
on:click=exit_edit_mode
class="absolute top-2 right-2 btn btn-xs btn-ghost btn-circle"
>
<CheckmarkSvg/>
</button>
}
.into_view()
} else {
view! {
<button
on:click=enter_edit_mode
class="absolute top-2 right-2 btn btn-xs btn-ghost btn-circle"
>
<PencilSvg/>
</button>
}
.into_view()
}
};
let trash_button = move || {
if msg().role != ChatRole::System && !edit_mode() {
view! {
<button
on:click=move |_e| trash_message()
class="absolute right-2 bottom-2 btn btn-xs btn-ghost btn-circle"
>
<TrashSvg/>
</button>
}
.into_view()
} else {
"".into_view()
}
};
view! {
<div class=format!("chat {chat_class}")>
<div class="chat-header">
<div class="flex flex-nowrap">
<p class="grow">{role}</p>
</div>
</div>
<div class="chat-bubble">
{edit_button} {trash_button} <div class="flex flex-nowrap w-full h-full">
<div>{editable_p}</div>
// as the edit/trash buttons are absolutely positions this makes sure they dont overlap with text
// TODO move them here ?
<div class="w-6 h-12 shrink-0">""</div>
</div>
</div>
</div>
}
}
#[component]
pub fn ChatHistory(
history: RwSignal<Vec<RwSignal<ChatMessage>>>,
response: RwSignal<String>,
receiving_response: RwSignal<bool>,
) -> impl IntoView {
let streaming_response_elem = move || {
if receiving_response() {
view! {
<div class="chat chat-start">
<div class="chat-header">"Assistant"</div>
<div class="chat-bubble">
<span inner_html=response></span>
<span class="loading loading-ball loading-xs"></span>
</div>
</div>
}
.into_view()
} else {
view! { <></> }.into_view()
}
};
view! {
<div class="flex flex-col flex-nowrap p-2">
<For
each=move || history().into_iter()
key=|entry| {
let mut s = DefaultHasher::new();
entry.get().hash(&mut s);
s.finish()
}
children=move |msg| {
view! { <ChatMessageBubble msg history/> }
}
/>
{streaming_response_elem}
</div>
}
}
#[component]
fn ChatPrompt(
receiving_response: RwSignal<bool>,
history: RwSignal<Vec<RwSignal<ChatMessage>>>,
response: RwSignal<String>,
) -> impl IntoView {
let stream_completion = create_action(move |id: &Uuid| {
use futures_util::StreamExt;
let id = *id;
let history_inner = history();
let handle_stop = move || {
history.update(move |vec| {
let msg = ChatMessage::new(ChatRole::Assistant, response.get_untracked());
vec.push(create_rw_signal(msg));
});
response.set("".to_string());
receiving_response.set(false);
};
let handle_token = move |string: String| {
response.update(move |resp| {
resp.push_str(string.as_str());
});
};
let handle_chunk = move |chunk: Bytes| {
tracing::debug!(?chunk);
let deserializer = serde_json::Deserializer::from_slice(&chunk);
for msg in deserializer.into_iter::<ChannelMessage>() {
tracing::debug!(?msg);
match msg {
Ok(ChannelMessage::Stop) => handle_stop(),
Ok(ChannelMessage::Token(string)) => handle_token(string),
Err(err) => {
tracing::error!(?err);
panic!("Unknown stream errror")
}
};
}
};
async move {
let his_inner = history_inner
.into_iter()
.map(|sig| sig.get())
.collect::<Vec<_>>();
let res_stream = stream_chat(id, his_inner).await;
if let Ok(stream) = res_stream {
let mut stream = stream.into_inner();
tracing::debug!("Stream start");
while let Some(Ok(chunk)) = stream.next().await {
handle_chunk(chunk);
}
tracing::debug!("Stream end");
}
}
});
let prompt_input_element: NodeRef<html::Input> = create_node_ref();
let submit_chat = move || {
receiving_response.set(true);
let input = prompt_input_element().expect("<input> should be mounted");
let value = input.value();
input.set_value("");
if !value.is_empty() {
let new_chat_entry = ChatMessage::new(ChatRole::User, value.clone());
let new_entry_sig = create_rw_signal(new_chat_entry);
history.update(move |hist| hist.push(new_entry_sig));
}
stream_completion.dispatch(Uuid::now_v7());
};
let submit_on_enter = move |ev: web_sys::KeyboardEvent| {
const ENTER_KEY: u32 = 13;
let key_code = ev.key_code();
let shift_key = ev.shift_key();
if key_code == ENTER_KEY && !shift_key {
submit_chat()
}
};
let refresh_last_message = move |ev: web_sys::MouseEvent| {
ev.prevent_default();
receiving_response.set(true);
history.update(move |hist| {
hist.pop();
});
stream_completion.dispatch(Uuid::now_v7());
};
view! {
<div class="flex-nowrap justify-around p-2 card-actions">
<input
class="w-full input grow input-bordered input-primary"
type="text"
placeholder="Type here"
node_ref=prompt_input_element
on:keyup=submit_on_enter
/>
<button
type="submit"
class="btn btn-primary"
class:btn-disabled=receiving_response
on:click=move |ev| {
ev.prevent_default();
submit_chat()
}
>
<SendSvg/>
</button>
<button
on:click=refresh_last_message
class="btn btn-ghost"
class:btn-disabled=move || {
receiving_response()
|| history().last().unwrap().get().role != ChatRole::Assistant
}
>
<RefreshSvg/>
</button>
</div>
}
}
#[component]
pub fn ChatPage() -> impl IntoView {
let initial_history = vec![create_rw_signal(ChatMessage::new(
ChatRole::System,
"You are an helpful AI-based assistant.".to_string(),
))];
let history = create_rw_signal(initial_history);
let response = create_rw_signal("".to_string());
let receiving_response = create_rw_signal(false);
view! {
<Card>
<div class="flex flex-col justify-between h-full">
<ChatHistory receiving_response history response/>
<ChatPrompt receiving_response history response/>
</div>
</Card>
}
}

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use leptos::*;
// use leptos_meta::*;
use leptos_router::*;
use crate::app::components::svgs::HamburgerSvg;
#[component]
fn Navbar() -> impl IntoView {
view! {
<div class="navbar bg-base-100">
<div class="navbar-start">
<div class="dropdown">
<div tabindex="0" role="button" class="btn btn-ghost btn-circle">
<HamburgerSvg/>
</div>
<ul
tabindex="0"
class="p-2 mt-3 w-52 border-2 shadow menu menu-sm dropdown-content z-[1] bg-base-100 rounded-box border-base-200"
>
<li>
<a href="/chat">"Chat"</a>
</li>
<li>
<a href="/settings/backend">"Settings"</a>
</li>
</ul>
</div>
</div>
<div class="navbar-center">
<a class="text-xl btn btn-ghost">"LLama Forge RS🦙🔨🦀"</a>
</div>
<div class="navbar-end">
<button class="btn btn-ghost btn-circle">
<img class="w-12 h-12" src="/logo.svg"/>
</button>
</div>
</div>
}
}
#[component]
fn Footer() -> impl IntoView {
view! {
<footer class="items-center p-2 footer bg-neutral text-neutral-content">
<nav class="grid-flow-col gap-2 md:justify-self-end md:place-self-center">
<a href="/about">"About"</a>
</nav>
</footer>
}
}
#[component]
pub fn Main(children: Children) -> impl IntoView {
view! {
<div class="flex flex-col w-screen h-screen">
<Navbar/>
<div class="grid place-items-center p-4 grow">{children()}</div>
// <Footer/>
</div>
}
}
#[component]
pub fn MainPage() -> impl IntoView {
view! {
<Main>
<Outlet/>
</Main>
}
}

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mod chat;
mod main;
pub mod settings;
pub use chat::*;
pub use main::*;
pub use settings::*;

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use leptos::*;
use leptos_router::*;
use serde::{Deserialize, Serialize};
use crate::app::components::{svgs::*, FormControl};
#[derive(PartialEq, Debug, Clone, Serialize, Deserialize, sqlx::FromRow)]
pub struct BackendSettings {
version: i64, // auto-increments, the current settings are the highest version
model_dir: String,
default_model: String,
created_at: chrono::NaiveDateTime,
}
/// Returns the initial default directory for model files. ($PWD/models)
#[server]
async fn default_model_dir() -> Result<String, ServerFnError> {
let pwd = std::env::current_dir()?.to_string_lossy().to_string();
let default_dir = format!("{}/models", pwd);
Ok(default_dir)
}
/// Fetches the latest backend settings from the database.
#[server]
async fn load_backend_settings() -> Result<BackendSettings, ServerFnError> {
use crate::server::pool;
tracing::debug!(msg = "Load settings");
let pool = pool()?;
let settings = sqlx::query_as!(
BackendSettings,
"SELECT version, model_dir, default_model, created_at FROM settings ORDER BY version DESC \
LIMIT 1"
)
.fetch_optional(&pool)
.await?;
match settings {
Some(settings) => Ok(settings),
None => Err(ServerFnError::ServerError("Settings not found".to_string())),
}
}
/// Updates the backend settings with new model directory and default model.
#[server(UpdateSettings)]
async fn update_settings(model_dir: String, default_model: String) -> Result<(), ServerFnError> {
use crate::server::pool;
tracing::debug!(msg = "Updating settings", ?model_dir, ?default_model);
let pool = pool()?;
let result = {
sqlx_macros::expand_query!(
source = "INSERT INTO settings (model_dir, default_model) VALUES (?, ?)",
args = [model_dir, default_model,]
)
}
.execute(&pool)
.await?;
if result.rows_affected() == 0 {
return Err(ServerFnError::ServerError(
"Failed to create new settings".to_string(),
));
}
Ok(())
}
/// A form component for updating the backend settings.<|im_end|>
#[component]
pub fn SettingsForm() -> impl IntoView {
let update_settings_action = create_server_action::<UpdateSettings>();
let backend_settings_res = create_local_resource(
|| (),
|_| async move {
let settings = load_backend_settings().await;
match settings {
Ok(settings) => settings,
Err(_) => {
let default_dir = default_model_dir().await.unwrap_or("".to_string());
BackendSettings {
version: 1,
model_dir: default_dir,
default_model: "meta-llama-3-8b-instruct-imat-IQ3_XXS.gguf".to_string(),
created_at: chrono::Utc::now().naive_utc(),
}
}
}
},
);
let model_dir = move || {
if let Some(setting) = backend_settings_res.get() {
setting.model_dir.to_string()
} else {
"loading".to_string()
}
};
let default_model = move || {
if let Some(setting) = backend_settings_res.get() {
setting.default_model.to_string()
} else {
"loading".to_string()
}
};
view! {
<ActionForm action=update_settings_action>
<FormControl label="Default Model">
<input
type="text"
name="default_model"
placeholder="meta-llama-3-8b-instruct-imat-IQ3_XXS.gguf"
value=default_model
class="grow max-w-[75%] input input-xs input-bordered"
/>
</FormControl>
<FormControl label="model_dir">
<input
type="text"
name="model_dir"
placeholder="/opt/ai/models"
value=model_dir
class="grow max-w-[75%] input input-xs input-bordered"
/>
</FormControl>
<div class="w-full form-control">
<button class="btn btn-primary" type="submit">
<SaveSvg/>
</button>
</div>
</ActionForm>
}
}

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use leptos::*;
use leptos_router::*;
use crate::app::{components::svgs::*, RefreshGen};
mod backend;
pub mod process;
use backend::SettingsForm;
use process::ProcessForm;
#[component]
fn TabButton(path: &'static str, label: &'static str) -> impl IntoView {
let current_path = use_location().pathname;
view! {
<a role="tab" class="tab" class:tab-active=move || current_path.get() == path href=path>
{label}
</a>
}
}
#[component]
fn TabCard(children: Children) -> impl IntoView {
view! {
<div class="rounded-none !rounded-b-lg !rounded-tr-lg overflow-y-scroll flex-col-reverse shadow-xl max-h-[85dvh] size-full bg-base-300 card">
<div class="card-body">{children()}</div>
</div>
}
}
#[component]
fn BackendSettingsPage() -> impl IntoView {
view! {
<div class="flex justify-around">
<div class="flex flex-col p-4 w-1/3">
<ProcessForm/>
</div>
<div class="flex flex-col p-4 w-2/3">
<SettingsForm/>
</div>
</div>
}
}
#[component]
fn ModelSettingsPage() -> impl IntoView {
view! {
<div>
<p>"modellist here"</p>
<p>"TODO"</p>
</div>
}
}
#[component]
fn SettingsPage() -> impl IntoView {
let gen = use_context::<RwSignal<RefreshGen>>().expect("to have found the setter provided");
let increment_gen = move |_ev| {
gen.update(|gen| *gen = RefreshGen(gen.0 + 1));
};
view! {
<div class="flex flex-col size-full">
<div class="flex justify-between">
<div
role="tablist"
class="shadow-xl border-b-2 border-base-200 bg-base-300 rounded-none !rounded-t-lg shrink tabs tabs-boxed"
>
<TabButton path="/settings/backend" label="Backend"/>
<TabButton path="/settings/model" label="Model"/>
</div>
<div class="shadow-xl border-b-2 border-base-200 bg-base-300 rounded-none !rounded-t-lg shrink tabs tabs-boxed">
<button class="btn btn-sm" on:click=increment_gen>
<RefreshSvg/>
</button>
</div>
</div>
<div class="grow">
<TabCard>
<Outlet/>
</TabCard>
</div>
</div>
}
}
#[component(transparent)]
pub fn SettingsRoutes() -> impl IntoView {
view! {
<Route path="/settings" view=SettingsPage>
<Route path="/backend" view=BackendSettingsPage/>
<Route path="/model" view=ModelSettingsPage/>
</Route>
}
}

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use std::time::Duration;
use leptos::*;
use serde::{Deserialize, Serialize};
use crate::{
api::{process_status, ProcessStatus, StartProcess, StopProcess},
app::components::FormControl,
};
/// A form component to start and stop the process.
#[component]
pub fn ProcessForm() -> impl IntoView {
let gen =
use_context::<RwSignal<super::RefreshGen>>().expect("to have found the setter provided");
let _ = gloo_timers::callback::Interval::new(1000, move || {
gen.update(|gen| *gen = crate::app::RefreshGen(gen.0 + 1));
})
.forget();
let status = create_local_resource(gen, |_| async move {
process_status().await.unwrap_or(ProcessStatus::Finished)
});
let is_running = move || match status.get().unwrap_or(ProcessStatus::Finished) {
ProcessStatus::WaitingForStart => true,
ProcessStatus::Running => true,
ProcessStatus::WaitingForStop => false,
ProcessStatus::Finished => false,
ProcessStatus::Failed => false,
};
let toggle_color = move || match status.get().unwrap_or(ProcessStatus::Finished) {
ProcessStatus::WaitingForStart => "toggle-info",
ProcessStatus::Running => "toggle-success",
ProcessStatus::WaitingForStop => "toggle-warning",
ProcessStatus::Finished => "toggle-info",
ProcessStatus::Failed => "toggle-error",
};
let stop_process_action = create_server_action::<StopProcess>();
let start_process_action = create_server_action::<StartProcess>();
let on_toggle = move |_| {
if is_running() {
stop_process_action.dispatch(StopProcess {});
} else {
start_process_action.dispatch(StartProcess {});
}
gen.update(|gen| *gen = crate::app::RefreshGen(gen.0 + 1));
};
let status_text = move || {
if let Some(status) = status.get() {
match status {
ProcessStatus::WaitingForStart => "waiting to start",
ProcessStatus::Running => "running",
ProcessStatus::WaitingForStop => "waiting to stop",
ProcessStatus::Finished => "finished",
ProcessStatus::Failed => "failed",
}
} else {
"Loading"
}
};
view! {
<FormControl label="Running">
<input
type="checkbox"
checked=is_running
on:click=on_toggle
class=move || format!("toggle {}", toggle_color())
/>
</FormControl>
<FormControl label="Status">
<span class="label-text">{status_text}</span>
</FormControl>
}
}

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#![feature(ascii_char)]
#![feature(ascii_char_variants)]
#![feature(async_closure)]
#![feature(exit_status_error)]
#![feature(rustc_private)]
#![feature(fn_traits)]
#![recursion_limit = "1024"]
// TODO Remove pre 0.1 release, its just very annoying when prototyping and moving alot of stuff
#![allow(dead_code)]
#![allow(unused_imports)]
pub mod api;
pub mod app;
#[cfg(feature = "ssr")]
pub mod server;
#[wasm_bindgen::prelude::wasm_bindgen]
pub fn hydrate() {
use cfg_if::cfg_if;
use tracing::Level;
use tracing_wasm::WASMLayerConfigBuilder;
use crate::app::*;
console_error_panic_hook::set_once();
cfg_if! {
if #[cfg(debug_assertions)] {
let conf = WASMLayerConfigBuilder::new()
.set_max_level(Level::DEBUG)
.build();
} else {
let conf = WASMLayerConfigBuilder::new()
.set_max_level(Level::INFO)
.build();
}
}
tracing_wasm::set_as_global_default_with_config(conf);
tracing::debug!("Hello, world!");
let body = leptos::leptos_dom::document()
.body()
.expect("body element to exist");
leptos::mount_to(body, App)
}

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#![feature(rustc_private)]
#![feature(fn_traits)]
#[cfg(feature = "ssr")]
fn setup_tracing() {
use tracing::level_filters::LevelFilter;
use tracing_subscriber::EnvFilter;
cfg_if::cfg_if! {
if #[cfg(debug_assertions)] {
let env_filter = EnvFilter::builder()
.with_default_directive(LevelFilter::TRACE.into())
// .parse_lossy("debug,llama_forge_rs=debug");
.parse_lossy("info,llama_forge_rs=debug");
} else {
let env_filter = EnvFilter::builder()
.with_default_directive(LevelFilter::INFO.into())
.parse_lossy("warn,llama_forge_rs=info");
}
}
tracing_subscriber::fmt()
.pretty()
.with_env_filter(env_filter)
.init();
}
#[cfg(feature = "ssr")]
fn wry_main() -> wry::Result<()> {
use tao::{
event::{Event, WindowEvent},
event_loop::{ControlFlow, EventLoopBuilder},
platform::unix::EventLoopBuilderExtUnix,
window::WindowBuilder,
};
use wry::WebViewBuilder;
tracing::debug!("Hello from wry main");
let event_loop = EventLoopBuilder::new().with_any_thread(true).build();
let window = WindowBuilder::new()
.with_min_inner_size(tao::dpi::LogicalSize::new(800, 600))
.with_title("Llama Forge RS")
.build(&event_loop)
.unwrap();
let builder = {
use tao::platform::unix::WindowExtUnix;
use wry::WebViewBuilderExtUnix;
let vbox = window.default_vbox().unwrap();
WebViewBuilder::new_gtk(vbox)
};
let _webview = builder.with_url("http://localhost:3000/chat").build()?;
event_loop.run(move |event, _, control_flow| {
*control_flow = ControlFlow::Wait;
if let Event::WindowEvent {
event: WindowEvent::CloseRequested,
..
} = event
{
*control_flow = ControlFlow::Exit
}
});
}
#[cfg(feature = "ssr")]
#[tokio::main]
async fn main() -> anyhow::Result<()> {
use std::future::IntoFuture;
use leptos::*;
use llama_forge_rs::server::app;
use tracing;
setup_tracing();
tracing::debug!("Hello from async_main");
let conf = get_configuration(None).await.unwrap();
// TODO Add figment + app Config struct and convert into leptos /tokio conf
let leptos_options = conf.leptos_options;
let addr = leptos_options.site_addr;
// TODO Pass through endpoint ip address of conf to llama.cpp & make llama.cpp port configurable
tracing::info!(
"[MOP] listening on http://{} :{} (app) :{} (llama.cpp)",
&addr.ip(),
&addr.port(),
8080
);
let listener = tokio::net::TcpListener::bind(&addr).await.unwrap();
let serve = axum::serve(listener, app(leptos_options).await.into_make_service()).into_future();
let backend_fut = async move { Ok::<(), anyhow::Error>(()) };
let (serve_res, backend_res, wry_res) = tokio::try_join!(
tokio::spawn(serve),
tokio::task::spawn_blocking(wry_main),
tokio::spawn(backend_fut),
)?;
serve_res?;
backend_res?;
wry_res?;
Ok(())
}
#[cfg(not(feature = "ssr"))]
pub fn main() {
// no client-side main function
// unless we want this to work with e.g., Trunk for a purely client-side app
// see lib.rs for hydration function instead
}

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use async_trait::async_trait;
use futures::StreamExt;
use reqwest::Client;
use reqwest_eventsource::{Event, EventSource};
use serde::{Deserialize, Serialize};
use tokio::sync::mpsc;
use uuid::Uuid;
use super::ChatService;
use crate::api::{ChannelMessage, Chat, ChatMessage};
#[derive(Serialize, Debug)]
struct LlamaChatCompletionRequest {
stream: bool,
model: String,
messages: Vec<LlamaChatMessage>,
}
impl From<Chat> for LlamaChatCompletionRequest {
fn from(value: Chat) -> Self {
Self {
stream: true,
model: "default".to_string(),
messages: value.history.into_iter().map(|e| e.into()).collect(),
}
}
}
#[derive(Serialize, Debug)]
struct LlamaChatMessage {
role: String,
content: String,
}
impl From<ChatMessage> for LlamaChatMessage {
fn from(chat_message: ChatMessage) -> Self {
Self {
role: chat_message.role.into(),
content: chat_message.content,
}
}
}
#[derive(Deserialize, Debug)]
struct LlamaChatDelta {
content: Option<String>,
}
#[derive(Deserialize, Debug)]
struct LlamaChatChoice {
finish_reason: Option<String>,
index: i64,
delta: Option<LlamaChatDelta>,
}
#[derive(Deserialize, Debug)]
struct LlamaChatResponse {
id: String,
created: i64, // TODO Make DateTime (from unix)
model: String,
choices: Vec<LlamaChatChoice>,
object: String,
}
pub struct LlamaService {
id: Uuid,
}
impl LlamaService {
pub fn new(id: Uuid) -> Self {
Self {
id,
}
}
}
#[tracing::instrument(level = "debug")]
async fn do_chat_request(chat: Chat, sender: mpsc::Sender<ChannelMessage>) -> anyhow::Result<()> {
let client = Client::new();
let request_body: LlamaChatCompletionRequest = chat.into();
let request_builder = client
.post("http://localhost:8080/v1/chat/completions")
.header("Content-Type", "application/json")
.json(&request_body);
let mut es = EventSource::new(request_builder)?;
while let Some(event) = es.next().await {
match event {
Ok(Event::Open) => tracing::debug!("Connection Open!"),
Ok(Event::Message(event)) => match event.event.as_str() {
"message" => {
let data = event.data;
let response: LlamaChatResponse = serde_json::from_str(&data).unwrap();
for choice in response.choices.into_iter() {
if let Some(delta) = choice.delta {
let content = delta.content;
if let Some(content_str) = content {
let mut string = content_str.clone();
tracing::debug!("STRING: {}", string);
if string == "\n" {
string = "<br>".to_string()
}
let msg = ChannelMessage::Token(string);
tracing::debug!(?msg);
sender.send(msg.clone()).await.expect("sender fail");
}
}
}
}
_ => {
todo! {}
}
},
Err(err) => {
tracing::debug!("Error: {}", err);
sender
.send(ChannelMessage::Stop)
.await
.expect("channel fail");
// sender.send("STOP".to_string()).await.expect("sender fail");
es.close();
}
}
}
Ok(())
}
#[async_trait]
impl ChatService for LlamaService {
#[tracing::instrument(level = "debug", skip(self))]
async fn chat_request(self, history: Vec<ChatMessage>, rx: mpsc::Sender<ChannelMessage>) {
let chat = Chat::new(self.id, history, "".to_string());
do_chat_request(chat, rx).await.expect("chat reqest error");
}
}

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use std::{io, io::Write};
use futures::StreamExt;
use reqwest::Client;
use reqwest_eventsource::{Event, EventSource};
use serde::{Deserialize, Serialize};
#[derive(Debug, Serialize, Deserialize)]
struct CompletionRequest {
stream: bool,
n_predict: i32,
temperature: f32,
stop: Vec<String>,
repeat_last_n: i32,
repeat_penalty: f32,
top_k: i32,
top_p: f32,
min_p: f32,
tfs_z: f32,
typical_p: f32,
presence_penalty: f32,
frequency_penalty: f32,
mirostat: f32,
mirostat_tau: f32,
mirostat_eta: f32,
grammar: String,
n_probs: i32,
image_data: Vec<String>,
ignore_eos: bool,
cache_prompt: bool,
api_key: String,
slot_id: i32,
prompt: String,
}
impl Default for CompletionRequest {
fn default() -> Self {
CompletionRequest {
stream: true,
n_predict: 2048,
temperature: 0.7,
stop: vec![
"<|im_end|>".to_string(),
"<dummy00001>".to_string(),
"</s>".to_string(),
"Llama:".to_string(),
"User:".to_string(),
],
repeat_last_n: 64,
repeat_penalty: 1.1,
top_k: 40,
top_p: 0.95,
min_p: 0.05,
tfs_z: 1.0,
typical_p: 1.0,
presence_penalty: 0.0,
frequency_penalty: 0.0,
mirostat: 0.0,
mirostat_tau: 5.0,
mirostat_eta: 0.1,
grammar: "".to_string(),
n_probs: 0,
ignore_eos: false,
image_data: vec![],
cache_prompt: true,
api_key: "".to_string(),
slot_id: -1,
prompt: concat!(
"<|im_start|>system\n",
"You are a helpful assistant.",
"<|im_end|>\n",
"<|im_start|>user\n",
"What is quantum entanglement ?",
"<|im_end|>\n",
"<|im_start|>assistant\n"
)
.to_string(),
}
}
}
#[derive(Debug, Serialize, Deserialize)]
struct CompletionResponse {
id_slot: i64,
content: String,
stop: bool,
multimodal: Option<bool>,
// Only in stop response at stream end
// TODO Add all fields
model: Option<String>, // Path to model
tokens_predicted: Option<i64>,
tokens_evaluated: Option<i64>,
tokens_cached: Option<i64>,
timings: Option<CompletionTimings>,
}
#[derive(Debug, Serialize, Deserialize)]
struct CompletionTimings {
prompt_n: i64,
prompt_ms: f64,
prompt_per_token_ms: f64,
prompt_per_second: f64,
predicted_n: i64,
predicted_ms: f64,
predicted_per_token_ms: f64,
predicted_per_second: f64,
}
pub async fn do_completion_request() -> Result<(), Box<dyn std::error::Error>> {
let client = Client::new();
let request_body = CompletionRequest::default();
let request_builder = client
.post("http://localhost:8080/completion")
.header("Accept", "text/event-stream")
.header("Content-Type", "application/json")
.header("User-Agent", "llama_forge_rs")
.json(&request_body);
let mut es = EventSource::new(request_builder)?;
while let Some(event) = es.next().await {
match event {
Ok(Event::Open) => tracing::debug!("Connection Open!"),
Ok(Event::Message(event)) => match event.event.as_str() {
"message" => {
let data = event.data;
let response: CompletionResponse = serde_json::from_str(&data).unwrap();
print!("{}", response.content);
io::stdout().flush().unwrap();
}
_ => {
todo! {}
}
},
Err(err) => {
tracing::debug!("Error: {}", err);
es.close();
}
}
}
Ok(())
}

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use async_trait::async_trait;
use serde::{Deserialize, Serialize};
use tokio::sync::mpsc;
use crate::api::{ChannelMessage, ChatMessage};
pub mod llama_chat;
pub mod llama_completion;
pub mod runner;
// struct SamplerSettings {
// temp: i64,
// top_k: i64,
// top_p: i64,
// // ...
// }
#[async_trait]
pub trait ChatService: Sized {
async fn chat_request(self, history: Vec<ChatMessage>, rx: mpsc::Sender<ChannelMessage>);
}
#[derive(Debug, Serialize, Deserialize, Clone, PartialEq)]
pub enum BackendServiceStatus {
Started,
Stopped,
}
use std::sync::Arc;
use sysinfo::{Signal, System};
use tokio::{sync::Mutex, task::JoinHandle};
use super::backends::runner::{Runner, RunnerArgs};
fn kill_child_procs(child_str: &'static str) {
let mut system = System::new();
system.refresh_processes();
let current_pid = sysinfo::get_current_pid().unwrap();
let current_process = system.process(current_pid).unwrap();
terminate_child_processes(child_str, &system, current_process);
}
fn collect_ape_child_processes(
child_str: &'static str,
system: &System,
pid: sysinfo::Pid,
) -> Vec<sysinfo::Pid> {
let mut child_pids = Vec::new();
for process in system.processes().values() {
if let Some(parent_pid) = process.parent() {
if process.name().contains(child_str) && is_ancestor(system, parent_pid, pid) {
tracing::debug!(msg = "Found process to kill", ?process);
child_pids.push(process.pid());
}
}
}
child_pids.sort();
child_pids.reverse();
child_pids
}
fn is_ancestor(system: &System, pid: sysinfo::Pid, ancestor_pid: sysinfo::Pid) -> bool {
if pid == ancestor_pid {
return true;
}
if let Some(process) = system.process(pid) {
if let Some(parent_pid) = process.parent() {
return is_ancestor(system, parent_pid, ancestor_pid);
}
}
false
}
fn terminate_child_processes(child_str: &'static str, system: &System, process: &sysinfo::Process) {
let child_pids = collect_ape_child_processes(child_str, system, process.pid());
for child_pid in child_pids {
if let Some(child_process) = system.process(child_pid) {
// terminate_child_processes(system, child_process);
if let Some(res) = child_process.kill_with(Signal::Term) {
tracing::debug!(
"Sent SIGTERM to child process with PID: {} {}",
child_pid,
res
);
} else {
tracing::debug!(
"Failed to send SIGTERM to child process with PID: {}",
child_pid
);
}
}
}
}
#[derive(Debug, Clone)]
pub struct BackendService {
status: Arc<Mutex<BackendServiceStatus>>,
task_handle: Arc<Mutex<Option<JoinHandle<anyhow::Result<()>>>>>,
}
impl Default for BackendService {
fn default() -> Self {
Self::new()
}
}
impl BackendService {
pub fn new() -> Self {
Self {
status: Arc::new(Mutex::new(BackendServiceStatus::Stopped)),
task_handle: Arc::new(Mutex::new(None)),
}
}
#[tracing::instrument(level = "debug")]
pub async fn start(&self) -> anyhow::Result<()> {
let mut status = self.status.clone().lock_owned().await;
let mut task_handle = self.task_handle.clone().lock_owned().await;
if task_handle.is_none() && *status == BackendServiceStatus::Stopped {
let args = RunnerArgs::new(
4096,
9999,
// "./models/phi-3-mini-4k-instruct-imat-Q8_0.gguf".to_string(),
"./models/meta-llama-3-8b-instruct-imat-IQ3_XXS.gguf".to_string(),
);
let starter_fut = Runner::new_llama_server_bin(args).run();
*task_handle = Some(tokio::task::spawn(starter_fut));
*status = BackendServiceStatus::Started;
}
Ok(())
}
#[tracing::instrument(level = "debug")]
pub async fn stop(&self) -> anyhow::Result<()> {
let mut status = self.status.clone().lock_owned().await;
let mut task_handle = self.task_handle.clone().lock_owned().await;
if task_handle.is_some() && *status == BackendServiceStatus::Started {
tracing::warn!(msg = "Aborting Process", ?task_handle);
task_handle.as_mut().unwrap().abort();
// FIXME
// this is an ugly workaround as we are starting llamafile in a bash shell which somehow does not propagate systerm correctly
// we should probably keep track of our child process pids and selectively kill stuff
tracing::warn!(msg = "Killing Childs", ?task_handle);
kill_child_procs(".ape-");
kill_child_procs("llama-server");
*task_handle = None;
*status = BackendServiceStatus::Stopped;
}
Ok(())
}
pub async fn status(&self) -> BackendServiceStatus {
self.status.lock().await.clone()
}
}
#[cfg(test)]
mod tests {
use std::time::Duration;
use tokio::{sync::mpsc, time::sleep};
use uuid::Uuid;
use crate::{
api::{ChannelMessage, ChatMessage, ChatRole},
server::backends::{
llama_chat::LlamaService,
BackendService,
BackendServiceStatus,
ChatService,
},
};
#[tracing_test::traced_test]
#[tokio::test]
async fn it_can_be_started_then_queried_and_then_stopped() {
let service_handle = BackendService::new();
assert_eq!(service_handle.status().await, BackendServiceStatus::Stopped);
service_handle.start().await;
assert_eq!(service_handle.status().await, BackendServiceStatus::Started);
let history = vec![
ChatMessage::new(
ChatRole::System,
"You are an helpful AI-based assistant.".to_string(),
),
ChatMessage::new(ChatRole::User, "What is 2+2 ?".to_string()),
];
let (tx, mut rx) = mpsc::channel::<ChannelMessage>(1);
let llama_service = LlamaService::new(Uuid::now_v7());
sleep(Duration::from_secs(30)).await;
let chat_req = llama_service.chat_request(history, tx);
tokio::task::spawn(chat_req);
sleep(Duration::from_millis(1000)).await;
let mut response = String::new();
while let Some(msg) = rx.recv().await {
if let ChannelMessage::Token(token) = msg {
response.push_str(token.as_str());
}
}
tracing::debug!("response: {}", response);
assert!(response.contains('4'));
service_handle.stop().await;
assert_eq!(service_handle.status().await, BackendServiceStatus::Stopped);
}
}

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llama_forge_rs/src/server/backends/runner.rs Normal file
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use std::ffi::OsStr;
use serde::{Deserialize, Serialize};
use tokio::process::Command;
pub struct RunnerArgs {
ctx_size: i64,
gpu_layers: i64,
model_path: String,
}
impl RunnerArgs {
pub fn new(ctx_size: i64, gpu_layers: i64, model_path: String) -> Self {
Self {
ctx_size,
gpu_layers,
model_path,
}
}
}
impl From<RunnerArgs> for Vec<String> {
fn from(value: RunnerArgs) -> Self {
vec![
"--n-gpu-layers".to_string(),
value.gpu_layers.to_string(),
"--ctx-size".to_string(),
value.ctx_size.to_string(),
// "--host".to_string(),
// "0.0.0.0".to_string(),
"-m".to_string(),
value.model_path,
]
}
}
#[derive(Debug, Serialize, Deserialize, Clone)]
pub struct Runner {
pwd: Option<String>,
cmd: String,
args: Vec<String>,
}
impl Runner {
// FIXME does not exit properly when it is killed
pub fn new_llamafile_bin(runner_args: RunnerArgs) -> Self {
Self {
pwd: None,
cmd: "bash".to_string(),
args: vec![
format!(
"{}/llamafile",
std::env::current_dir().unwrap().to_string_lossy()
)
.as_str(),
"--nobrowser",
]
.into_iter()
.map(|str| str.to_string())
.chain(Into::<Vec<String>>::into(runner_args))
.collect(),
}
}
pub fn new_llama_server_bin(runner_args: RunnerArgs) -> Self {
Self {
pwd: None,
cmd: "llama-server".to_string(),
args: runner_args.into(),
}
}
#[tracing::instrument(level = "debug")]
pub async fn run(self) -> anyhow::Result<()> {
let test = OsStr::new(self.cmd.as_str());
let pwd = self
.pwd
.unwrap_or(std::env::current_dir()?.to_string_lossy().to_string());
tracing::debug!(cmd=?test, ?pwd);
let mut handle = Command::new(test)
.env("HSA_OVERRIDE_GFX_VERSION", "11.0.0")
.args(self.args.clone())
.current_dir(pwd)
.kill_on_drop(true)
.spawn()?;
handle.wait().await?.exit_ok()?;
Ok(())
}
}

56
llama_forge_rs/src/server/fileserv.rs Normal file
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use axum::{
body::Body,
extract::State,
http::{header, Request, Response, StatusCode, Uri},
response::{IntoResponse, Response as AxumResponse},
};
use leptos::{provide_context, view};
use rust_embed::RustEmbed;
use crate::{app::App, server::AppState};
#[derive(RustEmbed)]
#[folder = "target/site"]
struct SiteAsset;
pub struct StaticFile<T>(pub T);
impl<T> IntoResponse for StaticFile<T>
where
T: Into<String>,
{
fn into_response(self) -> Response<Body> {
let path = self.0.into();
match SiteAsset::get(path.as_str()) {
Some(content) => {
let mime = mime_guess::from_path(path).first_or_octet_stream();
([(header::CONTENT_TYPE, mime.as_ref())], content.data).into_response()
}
None => (StatusCode::NOT_FOUND, "404 Not Found").into_response(),
}
}
}
pub async fn file_and_error_handler(
uri: Uri,
State(app_state): State<AppState>,
req: Request<Body>,
) -> AxumResponse {
let path = uri.path().trim_start_matches('/').to_string();
let embed_res = StaticFile(path.clone()).into_response();
if embed_res.status().is_success() {
tracing::debug!(msg = "Found asset", ?path);
embed_res
} else {
tracing::debug!(msg = "No Asset Found, Forwarding to leptos", ?path);
let handler = leptos_axum::render_app_to_stream_with_context(
app_state.leptos_options.to_owned(),
move || {
provide_context(app_state.pool.clone());
},
move || view! { <App/> },
);
handler(req).await.into_response()
}
}

85
llama_forge_rs/src/server/middleware.rs Normal file
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use std::{
future::Future,
pin::Pin,
sync::Arc,
task::{Context, Poll},
};
use axum::{body::Body, http::Request};
use pin_project_lite::pin_project;
use tower::{Layer, Service};
use tracing::Span;
use uuid::Uuid; // Make sure to include `uuid` crate in your Cargo.toml
#[derive(Debug, Clone, Default)]
pub struct LoggingLayer;
impl<S> Layer<S> for LoggingLayer {
type Service = LoggingService<S>;
fn layer(&self, inner: S) -> Self::Service {
LoggingService {
inner,
}
}
}
#[derive(Clone, Debug)]
pub struct LoggingService<T> {
inner: T,
}
impl<T> Service<Request<Body>> for LoggingService<T>
where
T: Service<Request<Body>>,
{
type Error = T::Error;
type Future = LoggingServiceFuture<T::Future>;
type Response = T::Response;
fn poll_ready(&mut self, cx: &mut Context<'_>) -> Poll<Result<(), Self::Error>> {
self.inner.poll_ready(cx)
}
fn call(&mut self, req: Request<Body>) -> Self::Future {
let request_uuid = Uuid::now_v7(); // Generate UUID v7
let span =
tracing::debug_span!("request", ?request_uuid, method=?req.method(), uri=?req.uri());
tracing::debug!(msg = "request started", uuid=?request_uuid);
LoggingServiceFuture {
inner: self.inner.call(req),
uuid: Arc::new(request_uuid), // Store UUID in an Arc for shared ownership
span: Arc::new(span),
}
}
}
pin_project! {
#[derive(Clone, Debug)]
pub struct LoggingServiceFuture<T> {
#[pin]
inner: T,
uuid: Arc<Uuid>, // Shared state between LoggingService and LoggingServiceFuture
span: Arc<Span>,
}
}
impl<T> Future for LoggingServiceFuture<T>
where
T: Future,
{
type Output = T::Output;
fn poll(self: Pin<&mut Self>, cx: &mut Context<'_>) -> Poll<Self::Output> {
let this = self.project();
match this.inner.poll(cx) {
Poll::Pending => Poll::Pending,
Poll::Ready(output) => {
tracing::debug!(msg = "request finished", uuid=?this.uuid);
Poll::Ready(output)
}
}
}
}

167
llama_forge_rs/src/server/mod.rs Normal file
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use std::str::FromStr;
use axum::{
body::Body,
extract::{DefaultBodyLimit, FromRef, Path, State},
http::Request,
response::IntoResponse,
routing::get,
Extension,
Router,
};
use leptos::*;
use leptos_axum::{generate_route_list, handle_server_fns_with_context, LeptosRoutes};
use leptos_router::RouteListing;
use sqlx::{
sqlite::{SqliteConnectOptions, SqliteJournalMode, SqlitePoolOptions, SqliteSynchronous},
ConnectOptions,
SqlitePool,
};
use tower::Layer;
use tower_http::{
compression::CompressionLayer,
trace::{
DefaultMakeSpan,
DefaultOnEos,
DefaultOnFailure,
DefaultOnRequest,
DefaultOnResponse,
TraceLayer,
},
CompressionLevel,
};
use tracing::Level;
use self::fileserv::file_and_error_handler;
use crate::{
api::run_starter_task,
app::*,
server::middleware::{LoggingLayer, LoggingService},
};
pub mod backends;
mod fileserv;
mod middleware;
pub fn pool() -> Result<SqlitePool, ServerFnError> {
use_context::<SqlitePool>().ok_or_else(|| ServerFnError::ServerError("Pool missing.".into()))
}
#[derive(FromRef, Debug, Clone)]
pub struct AppState {
pub leptos_options: LeptosOptions,
pub pool: SqlitePool,
pub routes: Vec<RouteListing>,
}
pub async fn server_fn_handler(
State(app_state): State<AppState>,
path: Path<String>,
request: Request<Body>,
) -> impl IntoResponse {
tracing::debug!("handling server_fn {:?}", path);
handle_server_fns_with_context(
move || {
provide_context(app_state.pool.clone());
},
request,
)
.await
}
pub async fn leptos_routes_handler(
State(app_state): State<AppState>,
req: Request<Body>,
) -> impl IntoResponse {
tracing::debug!("handling leptos_route: {:?}", req);
let handler = leptos_axum::render_route_with_context(
app_state.leptos_options.clone(),
app_state.routes.clone(),
move || {
provide_context(app_state.pool.clone());
},
App,
);
let response = handler(req).await;
tracing::debug!("leptos_route response: {:?}", response);
response
}
pub async fn app(leptos_options: LeptosOptions) -> Router {
async fn new_pool() -> Result<SqlitePool, Box<dyn std::error::Error>> {
// TODO Save this in xdg_config_dir /data dir
let db_options = SqliteConnectOptions::from_str("sqlite:db.sqlite3")?
.create_if_missing(true)
.optimize_on_close(true, None)
.journal_mode(SqliteJournalMode::Wal)
.synchronous(SqliteSynchronous::Normal)
.disable_statement_logging()
.busy_timeout(std::time::Duration::from_secs(16))
.statement_cache_capacity(512)
.to_owned();
tracing::debug!(
msg = "Connectiong to db",
conn_str = ?db_options.to_url_lossy()
);
let pool = SqlitePoolOptions::new().connect_with(db_options).await?;
sqlx::migrate!()
.run(&pool)
.await
.expect("could not run SQLx migrations");
Ok(pool)
}
let routes = generate_route_list(App);
let pool = new_pool().await.expect("pool err");
// TODO move this out of server(pool has to be moved out too)
let task = run_starter_task(pool.clone());
tokio::task::spawn(task);
let app_state = AppState {
leptos_options,
// stream_registry: Arc::default(),
pool: pool.clone(),
routes: routes.clone(),
};
const MAX_BODY_LIMIT: usize = 16 * 1024 * 1024; // 16 MB
tracing::debug!("routes: {:?}", routes);
// build our application with a route
Router::new()
.route(
"/api/*fn_name",
get(server_fn_handler).post(server_fn_handler),
)
.leptos_routes_with_handler(routes, get(leptos_routes_handler))
.fallback(file_and_error_handler)
.with_state(app_state)
.layer(Extension(pool))
.layer(
// Todo Readd gzip & deflate and add compress_when which skips them if response is a stream
CompressionLayer::new()
.no_gzip()
.no_deflate()
.quality(CompressionLevel::Fastest),
)
.layer(
TraceLayer::new_for_http()
.make_span_with(DefaultMakeSpan::new().include_headers(true))
.on_request(DefaultOnRequest::new().level(Level::INFO))
.on_response(DefaultOnResponse::new().level(Level::INFO))
.on_eos(DefaultOnEos::new().level(Level::DEBUG))
.on_failure(DefaultOnFailure::new().level(Level::ERROR)),
)
.layer(DefaultBodyLimit::max(MAX_BODY_LIMIT))
.layer(LoggingLayer)
}

9
llama_forge_rs/style/logo.mini.svg Normal file
View file

@ -0,0 +1,9 @@
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1
llama_forge_rs/style/main.scss Normal file
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@use 'tailwind'

14
llama_forge_rs/style/tailwind.css Normal file
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@config "../tailwind.config.js";
@tailwind base;
@tailwind components;
@tailwind utilities;
@layer components {
.debug-border {
@apply border border-rose-500;
}
}
leptos-island {
display: contents;
}

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llama_forge_rs/tailwind.config.js Normal file
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/** @type {import('tailwindcss').Config} */
module.exports = {
content: [
"./**/**.rs",
"./public/*.html",
],
safelist: [
"backdrop-blur-sm",
],
theme: {
extend: {
animation: {
'bounce-twice': 'bounce 1s 1.5',
},
width: {
'128': '32rem',
'192': '48rem',
'256': '64rem',
}
},
},
darkMode: 'class',
plugins: [require("@tailwindcss/typography"), require("daisyui")],
daisyui: {
// fd7014 (logo color)
themes: ["halloween"], // false: only light + dark | true: all themes | array: specific themes like this ["light", "dark", "cupcake"]
darkTheme: "halloween", // name of one of the included themes for dark mode
base: true, // applies background color and foreground color for root element by default
styled: true, // include daisyUI colors and design decisions for all components
utils: true, // adds responsive and modifier utility classes
prefix: "", // prefix for daisyUI classnames (components, modifiers and responsive class names. Not colors)
logs: false,
themeRoot: ":root", // The element that receives theme color CSS variables
},
}

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package-lock.json generated Normal file
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package.json Normal file
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{
"name": "oeko-mono",
"description": "",
"version": "0.1.1",
"author": "Tristan Druyen <tristan@vault81.mozmail.com>",
"license": "AGPL",
"devDependencies": {
"@tailwindcss/forms": "0.5.7",
"@tailwindcss/typography": "0.5.10",
"daisyui": "4.7.3",
"tailwindcss": "3.4.1"
}
}

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rust-toolchain.toml Normal file
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[toolchain]
channel = "nightly-2024-07-15"
targets = [
"x86_64-unknown-linux-gnu",
"wasm32-unknown-unknown",
"x86_64-pc-windows-msvc",
]
components = [
"cargo",
"rustfmt",
"rust-analyzer",
"rust-src",
"rustc-codegen-cranelift",
"rustc-dev",
]
profile = "default"