start frontend

2026-02-18 13:27:39 +01:00
parent 6e8c8ceb38
commit 3e6fefabbd
9 changed files with 1085 additions and 9 deletions
--- a/.gitignore
+++ b/.gitignore
@@ -5,3 +5,4 @@ credentials.json
 .env
 .zed
 .DS_STORE
+*.sqlite3
--- a/app.py
+++ b/app.py
@@ -0,0 +1,31 @@
+from fastapi import FastAPI, WebSocket
+from fastapi.templating import Jinja2Templates
+from fastapi import Request
+from fastapi.staticfiles import StaticFiles
+
+from chain import full_chain
+
+app = FastAPI()
+
+templates = Jinja2Templates(directory="templates")
+app.mount("/static", StaticFiles(directory="static"), name="static")
+
+
+@app.get("/")
+def home(request: Request):
+    return templates.TemplateResponse("index.html", {"request": request})
+
+
+@app.websocket("/ws")
+async def websocket_endpoint(websocket: WebSocket):
+    await websocket.accept()
+
+    try:
+        while True:
+            message = await websocket.receive_text()
+            await websocket.send_json({"type": "start"})
+            async for chunk in full_chain.astream(message):
+                await websocket.send_json({"type": "chunk", "data": chunk})
+            await websocket.send_json({"type": "end"})
+    except Exception:
+        pass
--- a/chain.py
+++ b/chain.py
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,8 +13,9 @@ dependencies = [
    "langchain-google-genai>=4.2.0",
    "langchain-google-vertexai>=3.2.0",
    "langchain-openai>=1.1.9",
-    "nuitka>=4.0.1",
    "python-dotenv>=1.2.1",
+    "fastapi>=0.129.0",
+    "fastapi[standard]",
 ]

 [dependency-groups]
--- a/requirements.txt
+++ b/requirements.txt
@@ -0,0 +1,144 @@
+aiohappyeyeballs==2.6.1
+aiohttp==3.13.3
+aiosignal==1.4.0
+annotated-doc==0.0.4
+annotated-types==0.7.0
+anyio==4.12.1
+attrs==25.4.0
+bottleneck==1.6.0
+certifi==2026.1.4
+cffi==2.0.0
+charset-normalizer==3.4.4
+click==8.3.1
+cryptography==46.0.5
+dataclasses-json==0.6.7
+distro==1.9.0
+dnspython==2.8.0
+docstring-parser==0.17.0
+email-validator==2.3.0
+fastapi==0.129.0
+fastapi-cli==0.0.23
+fastapi-cloud-cli==0.13.0
+fastar==0.8.0
+filetype==1.2.0
+frozenlist==1.8.0
+google-api-core==2.29.0
+google-api-python-client==2.190.0
+google-auth==2.48.0
+google-auth-httplib2==0.3.0
+google-cloud-aiplatform==1.137.0
+google-cloud-bigquery==3.40.1
+google-cloud-core==2.5.0
+google-cloud-discoveryengine==0.17.0
+google-cloud-modelarmor==0.4.0
+google-cloud-resource-manager==1.16.0
+google-cloud-storage==3.9.0
+google-cloud-vectorsearch==0.4.0
+google-crc32c==1.8.0
+google-genai==1.63.0
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+grpc-google-iam-v1==0.14.3
+grpcio==1.78.0
+grpcio-status==1.78.0
+h11==0.16.0
+httpcore==1.0.9
+httplib2==0.31.2
+httptools==0.7.1
+httpx==0.28.1
+httpx-sse==0.4.3
+idna==3.11
+iniconfig==2.3.0
+jinja2==3.1.6
+jiter==0.13.0
+jsonpatch==1.33
+jsonpointer==3.0.0
+langchain==1.2.10
+langchain-classic==1.0.1
+langchain-community==0.4.1
+langchain-core==1.2.13
+langchain-google-community==3.0.5
+langchain-google-genai==4.2.0
+langchain-google-vertexai==3.2.2
+langchain-openai==1.1.9
+langchain-tests==1.1.4
+langchain-text-splitters==1.1.0
+langgraph==1.0.8
+langgraph-checkpoint==4.0.0
+langgraph-prebuilt==1.0.7
+langgraph-sdk==0.3.6
+langsmith==0.7.3
+markdown-it-py==4.0.0
+markupsafe==3.0.3
+marshmallow==3.26.2
+mdurl==0.1.2
+multidict==6.7.1
+mypy-extensions==1.1.0
+nodeenv==1.10.0
+nuitka==4.0.1
+numexpr==2.14.1
+numpy==2.4.2
+openai==2.21.0
+orjson==3.11.7
+ormsgpack==1.12.2
+packaging==26.0
+pluggy==1.6.0
+propcache==0.4.1
+proto-plus==1.27.1
+protobuf==6.33.5
+py-cpuinfo==9.0.0
+pyarrow==22.0.0
+pyasn1==0.6.2
+pyasn1-modules==0.4.2
+pycparser==3.0
+pydantic==2.12.5
+pydantic-core==2.41.5
+pydantic-extra-types==2.11.0
+pydantic-settings==2.13.0
+pygments==2.19.2
+pyparsing==3.3.2
+pyright==1.1.408
+pytest==8.4.2
+pytest-asyncio==1.3.0
+pytest-benchmark==5.2.3
+pytest-codspeed==4.3.0
+pytest-recording==0.13.4
+pytest-socket==0.7.0
+python-dateutil==2.9.0.post0
+python-dotenv==1.2.1
+python-multipart==0.0.22
+pyyaml==6.0.3
+regex==2026.1.15
+requests==2.32.5
+requests-toolbelt==1.0.0
+rich==14.3.2
+rich-toolkit==0.19.4
+rignore==0.7.6
+rsa==4.9.1
+sentry-sdk==2.53.0
+shellingham==1.5.4
+six==1.17.0
+sniffio==1.3.1
+sqlalchemy==2.0.46
+starlette==0.52.1
+syrupy==4.9.1
+tenacity==9.1.4
+tiktoken==0.12.0
+tqdm==4.67.3
+typer==0.24.0
+typing-extensions==4.15.0
+typing-inspect==0.9.0
+typing-inspection==0.4.2
+uritemplate==4.2.0
+urllib3==2.6.3
+uuid-utils==0.14.0
+uvicorn==0.41.0
+uvloop==0.22.1
+validators==0.35.0
+vcrpy==8.1.1
+watchfiles==1.1.1
+websockets==15.0.1
+wrapt==2.1.1
+xxhash==3.6.0
+yarl==1.22.0
+zstandard==0.25.0
--- a/static/css/chat.css
+++ b/static/css/chat.css
@@ -0,0 +1,215 @@
+:root {
+    color-scheme: light;
+    font-family: system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
+}
+
+* {
+    box-sizing: border-box;
+}
+
+html,
+body {
+    height: 100%;
+}
+
+body {
+    margin: 0;
+    padding: 0;
+    background: #f7f8fa;
+    color: #1f2937;
+}
+
+.app {
+    display: flex;
+    width: 100vw;
+    height: 100vh;
+    overflow: hidden;
+}
+
+.chat {
+    flex: 1;
+    height: 100%;
+    margin: 0;
+    background: #ffffff;
+    border: 1px solid #e5e7eb;
+    border-radius: 0;
+    display: flex;
+    flex-direction: column;
+}
+
+.chat__header {
+    padding: 16px 20px;
+    border-bottom: 1px solid #e5e7eb;
+    font-weight: 600;
+    background: #f9fafb;
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    gap: 12px;
+}
+
+.chat__settings {
+    padding: 6px 12px;
+    border-radius: 999px;
+    border: 1px solid #d1d5db;
+    background: #ffffff;
+    color: #1f2937;
+    font-weight: 600;
+    font-size: 13px;
+    cursor: pointer;
+}
+
+.chat__settings:hover {
+    background: #f3f4f6;
+}
+
+.chat__messages {
+    flex: 1;
+    padding: 16px 20px;
+    overflow-y: auto;
+    display: flex;
+    flex-direction: column;
+    gap: 10px;
+}
+
+.message {
+    max-width: 70%;
+    padding: 10px 12px;
+    border-radius: 12px;
+    line-height: 1.4;
+    font-size: 14px;
+    word-wrap: break-word;
+    white-space: pre-wrap;
+}
+
+.message--out {
+    align-self: flex-end;
+    background: #2563eb;
+    color: #ffffff;
+}
+
+.message--in {
+    align-self: flex-start;
+    background: #f3f4f6;
+    color: #111827;
+}
+
+.chat__footer {
+    padding: 16px 20px;
+    border-top: 1px solid #e5e7eb;
+    display: flex;
+    gap: 12px;
+    background: #f9fafb;
+}
+
+.chat__input {
+    flex: 1;
+    padding: 10px 12px;
+    border-radius: 8px;
+    border: 1px solid #d1d5db;
+    background: #ffffff;
+    color: #111827;
+}
+
+.chat__input::placeholder {
+    color: #9ca3af;
+}
+
+.chat__button {
+    padding: 10px 16px;
+    border-radius: 8px;
+    border: none;
+    background: #2563eb;
+    color: #ffffff;
+    font-weight: 600;
+    cursor: pointer;
+}
+
+.chat__status {
+    padding: 8px 20px 0;
+    font-size: 12px;
+    color: #6b7280;
+}
+
+.drawer {
+    width: 320px;
+    max-width: 100%;
+    height: 100%;
+    border-left: 1px solid #e5e7eb;
+    background: #ffffff;
+    padding: 20px;
+    display: flex;
+    flex-direction: column;
+    gap: 16px;
+    transform: translateX(100%);
+    transition: transform 0.25s ease;
+}
+
+.drawer--open {
+    transform: translateX(0%);
+}
+
+.drawer__header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    gap: 12px;
+}
+
+.drawer__title {
+    margin: 0;
+    font-size: 18px;
+}
+
+.drawer__close {
+    border: 1px solid #d1d5db;
+    background: #ffffff;
+    border-radius: 8px;
+    padding: 4px 8px;
+    cursor: pointer;
+}
+
+.drawer__form {
+    display: flex;
+    flex-direction: column;
+    gap: 16px;
+}
+
+.drawer__field {
+    display: grid;
+    grid-template-columns: 1fr auto;
+    grid-template-rows: auto auto;
+    gap: 6px 12px;
+    align-items: center;
+    font-size: 13px;
+    color: #1f2937;
+}
+
+.drawer__label {
+    font-weight: 600;
+}
+
+.drawer__range {
+    grid-column: 1 / -1;
+    width: 100%;
+}
+
+.drawer__value {
+    font-variant-numeric: tabular-nums;
+}
+
+.drawer__hint {
+    margin: 0;
+    font-size: 12px;
+    color: #6b7280;
+}
+
+@media (max-width: 900px) {
+    .drawer {
+        position: absolute;
+        right: 0;
+        top: 0;
+        height: 100vh;
+        box-shadow: -12px 0 24px rgba(15, 23, 42, 0.08);
+    }
+}
--- a/static/js/chat.js
+++ b/static/js/chat.js
@@ -0,0 +1,123 @@
+const statusEl = document.getElementById("status");
+const messagesEl = document.getElementById("messages");
+const formEl = document.getElementById("chat-form");
+const inputEl = document.getElementById("chat-input");
+const settingsToggle = document.getElementById("settings-toggle");
+const settingsDrawer = document.getElementById("settings-drawer");
+const settingsClose = document.getElementById("settings-close");
+const rangeInputs = settingsDrawer
+    ? Array.from(settingsDrawer.querySelectorAll("input[type='range']"))
+    : [];
+
+const scheme = window.location.protocol === "https:" ? "wss" : "ws";
+const socketUrl = `${scheme}://${window.location.host}/ws`;
+let socket;
+let streamingBubble = null;
+
+const addMessage = (text, direction) => {
+    const bubble = document.createElement("div");
+    bubble.className = `message message--${direction}`;
+    bubble.textContent = text;
+    messagesEl.appendChild(bubble);
+    messagesEl.scrollTop = messagesEl.scrollHeight;
+};
+
+const connect = () => {
+    socket = new WebSocket(socketUrl);
+
+    socket.addEventListener("open", () => {
+        statusEl.textContent = "Connected";
+    });
+
+    socket.addEventListener("message", (event) => {
+        let payload;
+        try {
+            payload = JSON.parse(event.data);
+        } catch (error) {
+            addMessage(event.data, "in");
+            return;
+        }
+
+        if (payload.type === "start") {
+            streamingBubble = document.createElement("div");
+            streamingBubble.className = "message message--in";
+            streamingBubble.textContent = "";
+            messagesEl.appendChild(streamingBubble);
+            messagesEl.scrollTop = messagesEl.scrollHeight;
+            return;
+        }
+
+        if (payload.type === "chunk") {
+            if (!streamingBubble) {
+                streamingBubble = document.createElement("div");
+                streamingBubble.className = "message message--in";
+                messagesEl.appendChild(streamingBubble);
+            }
+            streamingBubble.textContent += payload.data ?? "";
+            messagesEl.scrollTop = messagesEl.scrollHeight;
+            return;
+        }
+
+        if (payload.type === "end") {
+            streamingBubble = null;
+            return;
+        }
+    });
+
+    socket.addEventListener("close", () => {
+        statusEl.textContent = "Disconnected";
+    });
+
+    socket.addEventListener("error", () => {
+        statusEl.textContent = "Connection error";
+    });
+};
+
+const updateDrawerValue = (input) => {
+    const output = input.parentElement?.querySelector(".drawer__value");
+    if (!output) return;
+    output.textContent = input.value;
+};
+
+rangeInputs.forEach((input) => {
+    updateDrawerValue(input);
+    input.addEventListener("input", () => updateDrawerValue(input));
+});
+
+const closeDrawer = () => {
+    settingsDrawer?.classList.remove("drawer--open");
+    if (settingsDrawer) settingsDrawer.setAttribute("aria-hidden", "true");
+    if (settingsToggle) settingsToggle.setAttribute("aria-expanded", "false");
+};
+
+const openDrawer = () => {
+    settingsDrawer?.classList.add("drawer--open");
+    if (settingsDrawer) settingsDrawer.setAttribute("aria-hidden", "false");
+    if (settingsToggle) settingsToggle.setAttribute("aria-expanded", "true");
+};
+
+settingsToggle?.addEventListener("click", () => {
+    if (settingsDrawer?.classList.contains("drawer--open")) {
+        closeDrawer();
+    } else {
+        openDrawer();
+    }
+});
+
+settingsClose?.addEventListener("click", closeDrawer);
+
+formEl.addEventListener("submit", (event) => {
+    event.preventDefault();
+    const text = inputEl.value.trim();
+    if (!text) return;
+    if (!socket || socket.readyState !== WebSocket.OPEN) {
+        addMessage("Not connected.", "in");
+        return;
+    }
+    addMessage(text, "out");
+    socket.send(text);
+    inputEl.value = "";
+    inputEl.focus();
+});
+
+connect();
--- a/templates/index.html
+++ b/templates/index.html
@@ -0,0 +1,67 @@
+<!DOCTYPE html>
+<html lang="en">
+
+<head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>Chat</title>
+    <link rel="stylesheet" href="/static/css/chat.css" />
+</head>
+
+<body>
+    <div class="app" aria-label="Chat application">
+        <section class="chat" aria-label="Chat">
+            <div class="chat__header">
+                <span>WebSocket Echo Chat</span>
+                <button class="chat__settings" id="settings-toggle" type="button" aria-haspopup="dialog"
+                    aria-expanded="false" aria-controls="settings-drawer">Configurazione</button>
+            </div>
+            <div class="chat__messages" id="messages"></div>
+            <div class="chat__status" id="status">Connecting…</div>
+            <form class="chat__footer" id="chat-form">
+                <input class="chat__input" id="chat-input" type="text" placeholder="Type a message" autocomplete="off"
+                    required />
+                <button class="chat__button" type="submit">Send</button>
+            </form>
+        </section>
+
+        <aside class="drawer" id="settings-drawer" aria-label="Configurazione" aria-hidden="true">
+            <div class="drawer__header">
+                <h2 class="drawer__title">Configurazione</h2>
+                <button class="drawer__close" id="settings-close" type="button" aria-label="Chiudi">✕</button>
+            </div>
+            <form class="drawer__form">
+                <label class="drawer__field">
+                    <span class="drawer__label">top_k</span>
+                    <input class="drawer__range" type="range" min="0" max="100" step="1" value="40" />
+                    <output class="drawer__value">40</output>
+                </label>
+                <label class="drawer__field">
+                    <span class="drawer__label">top_p</span>
+                    <input class="drawer__range" type="range" min="0" max="1" step="0.1" value="0.0" />
+                    <output class="drawer__value">0.0</output>
+                </label>
+                <label class="drawer__field">
+                    <span class="drawer__label">temperature</span>
+                    <input class="drawer__range" type="range" min="0" max="1.5" step="0.1" value="0.0" />
+                    <output class="drawer__value">0.0</output>
+                </label>
+                <label class="drawer__field">
+                    <span class="drawer__label">retriever max docs</span>
+                    <input class="drawer__range" type="range" min="5" max="100" step="1" value="40" />
+                    <output class="drawer__value">40</output>
+                </label>
+                <label class="drawer__field">
+                    <span class="drawer__label">reranker max docs</span>
+                    <input class="drawer__range" type="range" min="5" max="100" step="1" value="20" />
+                    <output class="drawer__value">20</output>
+                </label>
+                <p class="drawer__hint">Solo frontend, nessuna logica applicata.</p>
+            </form>
+        </aside>
+    </div>
+
+    <script src="/static/js/chat.js" defer></script>
+</body>
+
+</html>
--- a/uv.lock
+++ b/uv.lock
@@ -100,6 +100,7 @@ name = "akern"
 version = "0.1.0"
 source = { virtual = "." }
 dependencies = [
+    { name = "fastapi", extra = ["standard"] },
    { name = "google-cloud-discoveryengine" },
    { name = "langchain" },
    { name = "langchain-community" },
@@ -108,7 +109,6 @@ dependencies = [
    { name = "langchain-google-genai" },
    { name = "langchain-google-vertexai" },
    { name = "langchain-openai" },
-    { name = "nuitka" },
    { name = "python-dotenv" },
 ]

@@ -119,6 +119,8 @@ dev = [

 [package.metadata]
 requires-dist = [
+    { name = "fastapi", specifier = ">=0.129.0" },
+    { name = "fastapi", extras = ["standard"] },
    { name = "google-cloud-discoveryengine", specifier = ">=0.17.0" },
    { name = "langchain", specifier = ">=1.2.10" },
    { name = "langchain-community", specifier = ">=0.4.1" },
@@ -127,13 +129,21 @@ requires-dist = [
    { name = "langchain-google-genai", specifier = ">=4.2.0" },
    { name = "langchain-google-vertexai", specifier = ">=3.2.0" },
    { name = "langchain-openai", specifier = ">=1.1.9" },
-    { name = "nuitka", specifier = ">=4.0.1" },
    { name = "python-dotenv", specifier = ">=1.2.1" },
 ]

 [package.metadata.requires-dev]
 dev = [{ name = "pyright", specifier = ">=1.1.408" }]

+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320", size = 5303, upload-time = "2025-11-10T22:07:40.673Z" },
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -298,6 +308,18 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/0a/4c/925909008ed5a988ccbb72dcc897407e5d6d3bd72410d69e051fc0c14647/charset_normalizer-3.4.4-py3-none-any.whl", hash = "sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f", size = 53402, upload-time = "2025-10-14T04:42:31.76Z" },
 ]

+[[package]]
+name = "click"
+version = "8.3.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/3d/fa/656b739db8587d7b5dfa22e22ed02566950fbfbcdc20311993483657a5c0/click-8.3.1.tar.gz", hash = "sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a", size = 295065, upload-time = "2025-11-15T20:45:42.706Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/98/78/01c019cdb5d6498122777c1a43056ebb3ebfeef2076d9d026bfe15583b2b/click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6", size = 108274, upload-time = "2025-11-15T20:45:41.139Z" },
+]
+
 [[package]]
 name = "colorama"
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