pgup/pgdown in transcript

Fix de-dup of user messages
add TUI
2026-03-11 01:23:13 -07:00 · 2026-03-10 17:40:22 -07:00 · 2026-03-02 20:33:41 -08:00 · 2026-03-02 16:39:05 -08:00 · 2026-03-02 16:18:10 -08:00 · 2026-03-02 16:13:34 -08:00
25 changed files with 3986 additions and 87 deletions
--- a/docs/api/rest.md
+++ b/docs/api/rest.md
@@ -112,6 +112,12 @@ Behavior notes:
 - For `chatId` calls, server stores only *new* non-assistant messages from provided history to avoid duplicates.
 - Server persists final assistant output and call metadata (`LlmCall`) in DB.
 - Server updates chat-level model metadata on each call: `lastUsedProvider`/`lastUsedModel`; first successful/failed call also initializes `initiatedProvider`/`initiatedModel` if unset.
+- For `openai` and `xai`, backend enables tool use during chat completion with an internal system instruction.
+- Available tool calls for chat: `web_search` and `fetch_url`.
+- `web_search` uses Exa and returns ranked results with per-result summaries/snippets.
+- `fetch_url` fetches a URL and returns plaintext page content (HTML converted to text server-side).
+- When a tool call is executed, backend stores a chat `Message` with `role: "tool"` and tool metadata (`metadata.kind = "tool_call"`), then stores the assistant output.
+- `anthropic` currently runs without server-managed tool calls.

 ## Searches

@@ -171,7 +177,8 @@ Search run notes:
  "createdAt": "...",
  "role": "system|user|assistant|tool",
  "content": "...",
-  "name": null
+  "name": null,
+  "metadata": null
 }
 ```

--- a/docs/api/streaming-chat.md
+++ b/docs/api/streaming-chat.md
@@ -37,8 +37,9 @@ Notes:

 Event order:
 1. Exactly one `meta`
-2. Zero or more `delta`
-3. Exactly one terminal event: `done` or `error`
+2. Zero or more `tool_call`
+3. Zero or more `delta`
+4. Exactly one terminal event: `done` or `error`

 ### `meta`

@@ -60,6 +61,23 @@ Event order:

 `text` may contain partial words, punctuation, or whitespace.

+### `tool_call`
+
+```json
+{
+  "toolCallId": "call_123",
+  "name": "web_search",
+  "status": "completed",
+  "summary": "Performed web search for 'latest CPI release'.",
+  "args": { "query": "latest CPI release" },
+  "startedAt": "2026-03-02T10:00:00.000Z",
+  "completedAt": "2026-03-02T10:00:00.820Z",
+  "durationMs": 820,
+  "error": null,
+  "resultPreview": "{\"ok\":true,...}"
+}
+```
+
 ### `done`

 ```json
@@ -84,10 +102,15 @@ Event order:

 ## Provider Streaming Behavior

- `openai`: streamed via OpenAI chat completion chunks; emits `delta` from `choices[0].delta.content`.
- `xai`: uses OpenAI-compatible API, same chunk extraction as OpenAI.
+- `openai`: backend may execute internal tool calls (`web_search`, `fetch_url`) before producing final text.
+- `xai`: same tool-enabled behavior as OpenAI.
 - `anthropic`: streamed via event stream; emits `delta` from `content_block_delta` with `text_delta`.

+Tool-enabled streaming notes (`openai`/`xai`):
+- Stream still emits standard `meta`, `delta`, `done|error` events.
+- Stream may emit `tool_call` events while tool calls are executed.
+- `delta` events stream incrementally as text is generated.
+
 ## Persistence + Consistency Model

 Backend database remains source of truth.
--- a/ios/Packages/Sybil/Sources/Sybil/SybilAPIClient.swift
+++ b/ios/Packages/Sybil/Sources/Sybil/SybilAPIClient.swift
@@ -125,6 +125,9 @@ actor SybilAPIClient {
            case "meta":
                let payload: CompletionStreamMeta = try Self.decodeEvent(dataText, as: CompletionStreamMeta.self, eventName: eventName)
                await onEvent(.meta(payload))
+            case "tool_call":
+                let payload: CompletionStreamToolCall = try Self.decodeEvent(dataText, as: CompletionStreamToolCall.self, eventName: eventName)
+                await onEvent(.toolCall(payload))
            case "delta":
                let payload: CompletionStreamDelta = try Self.decodeEvent(dataText, as: CompletionStreamDelta.self, eventName: eventName)
                await onEvent(.delta(payload))
--- a/ios/Packages/Sybil/Sources/Sybil/SybilChatTranscriptView.swift
+++ b/ios/Packages/Sybil/Sources/Sybil/SybilChatTranscriptView.swift
@@ -71,6 +71,10 @@ private struct MessageBubble: View {
    var message: Message
    var isSending: Bool

+    private var toolCallMetadata: ToolCallMetadata? {
+        message.toolCallMetadata
+    }
+
    private var isUser: Bool {
        message.role == .user
    }
@@ -83,6 +87,12 @@ private struct MessageBubble: View {

    var body: some View {
        HStack {
+            if let toolCallMetadata {
+                ToolCallActivityChip(
+                    metadata: toolCallMetadata,
+                    fallbackContent: message.content
+                )
+            } else {
                VStack(alignment: .leading, spacing: 8) {
                    if isPendingAssistant {
                        HStack(spacing: 8) {
@@ -124,3 +134,57 @@ private struct MessageBubble: View {
            }
        }
    }
+}
+
+private struct ToolCallActivityChip: View {
+    var metadata: ToolCallMetadata
+    var fallbackContent: String
+
+    private var summary: String {
+        if let text = metadata.summary?.trimmingCharacters(in: .whitespacesAndNewlines), !text.isEmpty {
+            return text
+        }
+        if !fallbackContent.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty {
+            return fallbackContent
+        }
+        return "Ran tool '\(metadata.toolName ?? "unknown_tool")'."
+    }
+
+    private var iconName: String {
+        let name = (metadata.toolName ?? "").lowercased()
+        if name.contains("search") {
+            return "globe"
+        }
+        if name.contains("url") || name.contains("fetch") || name.contains("http") {
+            return "link"
+        }
+        return "wrench.and.screwdriver"
+    }
+
+    private var isFailed: Bool {
+        (metadata.status ?? "").lowercased() == "failed"
+    }
+
+    var body: some View {
+        HStack(spacing: 8) {
+            Image(systemName: iconName)
+                .font(.system(size: 12, weight: .semibold))
+                .foregroundStyle(isFailed ? SybilTheme.danger : SybilTheme.primary)
+            Text(summary)
+                .font(.caption)
+                .foregroundStyle(isFailed ? SybilTheme.danger.opacity(0.95) : SybilTheme.text.opacity(0.9))
+                .fixedSize(horizontal: false, vertical: true)
+        }
+        .padding(.horizontal, 10)
+        .padding(.vertical, 7)
+        .background(
+            RoundedRectangle(cornerRadius: 10)
+                .fill((isFailed ? SybilTheme.danger : SybilTheme.primary).opacity(0.12))
+                .overlay(
+                    RoundedRectangle(cornerRadius: 10)
+                        .stroke((isFailed ? SybilTheme.danger : SybilTheme.primary).opacity(0.35), lineWidth: 1)
+                )
+        )
+        .frame(maxWidth: 460, alignment: .leading)
+    }
+}
--- a/ios/Packages/Sybil/Sources/Sybil/SybilModels.swift
+++ b/ios/Packages/Sybil/Sources/Sybil/SybilModels.swift
@@ -46,6 +46,102 @@ public struct Message: Codable, Identifiable, Hashable, Sendable {
    public var role: MessageRole
    public var content: String
    public var name: String?
+    public var metadata: JSONValue? = nil
+
+    public var toolCallMetadata: ToolCallMetadata? {
+        guard role == .tool,
+              let object = metadata?.objectValue,
+              object["kind"]?.stringValue == "tool_call"
+        else { return nil }
+
+        return ToolCallMetadata(
+            toolCallId: object["toolCallId"]?.stringValue,
+            toolName: object["toolName"]?.stringValue ?? name,
+            status: object["status"]?.stringValue,
+            summary: object["summary"]?.stringValue
+        )
+    }
+
+    public var isToolCallLog: Bool {
+        toolCallMetadata != nil
+    }
+}
+
+public struct ToolCallMetadata: Hashable, Sendable {
+    public var toolCallId: String?
+    public var toolName: String?
+    public var status: String?
+    public var summary: String?
+}
+
+public enum JSONValue: Codable, Hashable, Sendable {
+    case string(String)
+    case number(Double)
+    case bool(Bool)
+    case object([String: JSONValue])
+    case array([JSONValue])
+    case null
+
+    public init(from decoder: Decoder) throws {
+        let container = try decoder.singleValueContainer()
+        if container.decodeNil() {
+            self = .null
+            return
+        }
+        if let value = try? container.decode(Bool.self) {
+            self = .bool(value)
+            return
+        }
+        if let value = try? container.decode(Double.self) {
+            self = .number(value)
+            return
+        }
+        if let value = try? container.decode(String.self) {
+            self = .string(value)
+            return
+        }
+        if let value = try? container.decode([String: JSONValue].self) {
+            self = .object(value)
+            return
+        }
+        if let value = try? container.decode([JSONValue].self) {
+            self = .array(value)
+            return
+        }
+        throw DecodingError.dataCorruptedError(in: container, debugDescription: "Unsupported JSON value")
+    }
+
+    public func encode(to encoder: Encoder) throws {
+        var container = encoder.singleValueContainer()
+        switch self {
+        case let .string(value):
+            try container.encode(value)
+        case let .number(value):
+            try container.encode(value)
+        case let .bool(value):
+            try container.encode(value)
+        case let .object(value):
+            try container.encode(value)
+        case let .array(value):
+            try container.encode(value)
+        case .null:
+            try container.encodeNil()
+        }
+    }
+
+    public var stringValue: String? {
+        if case let .string(value) = self {
+            return value
+        }
+        return nil
+    }
+
+    public var objectValue: [String: JSONValue]? {
+        if case let .object(value) = self {
+            return value
+        }
+        return nil
+    }
 }

 public struct ChatDetail: Codable, Identifiable, Hashable, Sendable {
@@ -153,12 +249,26 @@ public struct CompletionStreamDone: Codable, Sendable {
    public var text: String
 }

+public struct CompletionStreamToolCall: Codable, Sendable {
+    public var toolCallId: String
+    public var name: String
+    public var status: String
+    public var summary: String
+    public var args: [String: JSONValue]
+    public var startedAt: String
+    public var completedAt: String
+    public var durationMs: Int
+    public var error: String?
+    public var resultPreview: String?
+}
+
 public struct StreamErrorPayload: Codable, Sendable {
    public var message: String
 }

 public enum CompletionStreamEvent: Sendable {
    case meta(CompletionStreamMeta)
+    case toolCall(CompletionStreamToolCall)
    case delta(CompletionStreamDelta)
    case done(CompletionStreamDone)
    case error(StreamErrorPayload)
--- a/ios/Packages/Sybil/Sources/Sybil/SybilViewModel.swift
+++ b/ios/Packages/Sybil/Sources/Sybil/SybilViewModel.swift
@@ -693,7 +693,9 @@ final class SybilViewModel {
        }

        let requestMessages: [CompletionRequestMessage] =
-            baseChat.messages.map {
+            baseChat.messages
+            .filter { !$0.isToolCallLog }
+            .map {
                CompletionRequestMessage(role: $0.role, content: $0.content, name: $0.name)
            } + [CompletionRequestMessage(role: .user, content: content)]

@@ -749,6 +751,9 @@ final class SybilViewModel {
        case let .meta(payload):
            pendingChatState?.chatID = payload.chatId

+        case let .toolCall(payload):
+            insertPendingToolCallMessage(payload)
+
        case let .delta(payload):
            guard !payload.text.isEmpty else { return }
            mutatePendingAssistantMessage { existing in
@@ -880,6 +885,51 @@ final class SybilViewModel {
        pendingChatState = pending
    }

+    private func insertPendingToolCallMessage(_ payload: CompletionStreamToolCall) {
+        guard var pending = pendingChatState else {
+            return
+        }
+
+        if pending.messages.contains(where: { $0.toolCallMetadata?.toolCallId == payload.toolCallId }) {
+            return
+        }
+
+        let metadata: JSONValue = .object([
+            "kind": .string("tool_call"),
+            "toolCallId": .string(payload.toolCallId),
+            "toolName": .string(payload.name),
+            "status": .string(payload.status),
+            "summary": .string(payload.summary),
+            "args": .object(payload.args),
+            "startedAt": .string(payload.startedAt),
+            "completedAt": .string(payload.completedAt),
+            "durationMs": .number(Double(payload.durationMs)),
+            "error": payload.error.map { .string($0) } ?? .null,
+            "resultPreview": payload.resultPreview.map { .string($0) } ?? .null
+        ])
+
+        let summary = payload.summary.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
+            ? "Ran tool '\(payload.name)'."
+            : payload.summary
+
+        let message = Message(
+            id: "temp-tool-\(payload.toolCallId)",
+            createdAt: Date(),
+            role: .tool,
+            content: summary,
+            name: payload.name,
+            metadata: metadata
+        )
+
+        if let assistantIndex = pending.messages.indices.last(where: { pending.messages[$0].id.hasPrefix("temp-assistant-") }) {
+            pending.messages.insert(message, at: assistantIndex)
+        } else {
+            pending.messages.append(message)
+        }
+
+        pendingChatState = pending
+    }
+
    private var currentChatID: String? {
        if draftKind == .chat {
            return nil
--- a/server/package-lock.json
+++ b/server/package-lock.json
@@ -18,6 +18,7 @@
        "dotenv": "^17.2.3",
        "exa-js": "^2.4.0",
        "fastify": "^5.7.2",
+        "html-to-text": "^9.0.5",
        "openai": "^6.16.0",
        "pino-pretty": "^13.1.3",
        "prisma": "^6.6.0",
@@ -852,6 +853,19 @@
        "@prisma/debug": "6.6.0"
      }
    },
+    "node_modules/@selderee/plugin-htmlparser2": {
+      "version": "0.11.0",
+      "resolved": "https://registry.npmjs.org/@selderee/plugin-htmlparser2/-/plugin-htmlparser2-0.11.0.tgz",
+      "integrity": "sha512-P33hHGdldxGabLFjPPpaTxVolMrzrcegejx+0GxjrIb9Zv48D8yAIA/QTDR2dFl7Uz7urX8aX6+5bCZslr+gWQ==",
+      "license": "MIT",
+      "dependencies": {
+        "domhandler": "^5.0.3",
+        "selderee": "^0.11.0"
+      },
+      "funding": {
+        "url": "https://ko-fi.com/killymxi"
+      }
+    },
    "node_modules/@types/node": {
      "version": "25.0.10",
      "resolved": "https://registry.npmjs.org/@types/node/-/node-25.0.10.tgz",
@@ -996,6 +1010,15 @@
        }
      }
    },
+    "node_modules/deepmerge": {
+      "version": "4.3.1",
+      "resolved": "https://registry.npmjs.org/deepmerge/-/deepmerge-4.3.1.tgz",
+      "integrity": "sha512-3sUqbMEc77XqpdNO7FRyRog+eW3ph+GYCbj+rK+uYyRMuwsVy0rMiVtPn+QJlKFvWP/1PYpapqYn0Me2knFn+A==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
    "node_modules/depd": {
      "version": "2.0.0",
      "resolved": "https://registry.npmjs.org/depd/-/depd-2.0.0.tgz",
@@ -1014,6 +1037,61 @@
        "node": ">=6"
      }
    },
+    "node_modules/dom-serializer": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/dom-serializer/-/dom-serializer-2.0.0.tgz",
+      "integrity": "sha512-wIkAryiqt/nV5EQKqQpo3SToSOV9J0DnbJqwK7Wv/Trc92zIAYZ4FlMu+JPFW1DfGFt81ZTCGgDEabffXeLyJg==",
+      "license": "MIT",
+      "dependencies": {
+        "domelementtype": "^2.3.0",
+        "domhandler": "^5.0.2",
+        "entities": "^4.2.0"
+      },
+      "funding": {
+        "url": "https://github.com/cheeriojs/dom-serializer?sponsor=1"
+      }
+    },
+    "node_modules/domelementtype": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/domelementtype/-/domelementtype-2.3.0.tgz",
+      "integrity": "sha512-OLETBj6w0OsagBwdXnPdN0cnMfF9opN69co+7ZrbfPGrdpPVNBUj02spi6B1N7wChLQiPn4CSH/zJvXw56gmHw==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/fb55"
+        }
+      ],
+      "license": "BSD-2-Clause"
+    },
+    "node_modules/domhandler": {
+      "version": "5.0.3",
+      "resolved": "https://registry.npmjs.org/domhandler/-/domhandler-5.0.3.tgz",
+      "integrity": "sha512-cgwlv/1iFQiFnU96XXgROh8xTeetsnJiDsTc7TYCLFd9+/WNkIqPTxiM/8pSd8VIrhXGTf1Ny1q1hquVqDJB5w==",
+      "license": "BSD-2-Clause",
+      "dependencies": {
+        "domelementtype": "^2.3.0"
+      },
+      "engines": {
+        "node": ">= 4"
+      },
+      "funding": {
+        "url": "https://github.com/fb55/domhandler?sponsor=1"
+      }
+    },
+    "node_modules/domutils": {
+      "version": "3.2.2",
+      "resolved": "https://registry.npmjs.org/domutils/-/domutils-3.2.2.tgz",
+      "integrity": "sha512-6kZKyUajlDuqlHKVX1w7gyslj9MPIXzIFiz/rGu35uC1wMi+kMhQwGhl4lt9unC9Vb9INnY9Z3/ZA3+FhASLaw==",
+      "license": "BSD-2-Clause",
+      "dependencies": {
+        "dom-serializer": "^2.0.0",
+        "domelementtype": "^2.3.0",
+        "domhandler": "^5.0.3"
+      },
+      "funding": {
+        "url": "https://github.com/fb55/domutils?sponsor=1"
+      }
+    },
    "node_modules/dotenv": {
      "version": "17.2.3",
      "resolved": "https://registry.npmjs.org/dotenv/-/dotenv-17.2.3.tgz",
@@ -1035,6 +1113,18 @@
        "once": "^1.4.0"
      }
    },
+    "node_modules/entities": {
+      "version": "4.5.0",
+      "resolved": "https://registry.npmjs.org/entities/-/entities-4.5.0.tgz",
+      "integrity": "sha512-V0hjH4dGPh9Ao5p0MoRY6BVqtwCjhz6vI5LT8AJ55H+4g9/4vbHx1I54fS0XuclLhDHArPQCiMjDxjaL8fPxhw==",
+      "license": "BSD-2-Clause",
+      "engines": {
+        "node": ">=0.12"
+      },
+      "funding": {
+        "url": "https://github.com/fb55/entities?sponsor=1"
+      }
+    },
    "node_modules/esbuild": {
      "version": "0.27.2",
      "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.27.2.tgz",
@@ -1353,6 +1443,41 @@
      "integrity": "sha512-7xgomUX6ADmcYzFik0HzAxh/73YlKR9bmFzf51CZwR+b6YtzU2m0u49hQCqV6SvlqIqsaxovfwdvbnsw3b/zpg==",
      "license": "MIT"
    },
+    "node_modules/html-to-text": {
+      "version": "9.0.5",
+      "resolved": "https://registry.npmjs.org/html-to-text/-/html-to-text-9.0.5.tgz",
+      "integrity": "sha512-qY60FjREgVZL03vJU6IfMV4GDjGBIoOyvuFdpBDIX9yTlDw0TjxVBQp+P8NvpdIXNJvfWBTNul7fsAQJq2FNpg==",
+      "license": "MIT",
+      "dependencies": {
+        "@selderee/plugin-htmlparser2": "^0.11.0",
+        "deepmerge": "^4.3.1",
+        "dom-serializer": "^2.0.0",
+        "htmlparser2": "^8.0.2",
+        "selderee": "^0.11.0"
+      },
+      "engines": {
+        "node": ">=14"
+      }
+    },
+    "node_modules/htmlparser2": {
+      "version": "8.0.2",
+      "resolved": "https://registry.npmjs.org/htmlparser2/-/htmlparser2-8.0.2.tgz",
+      "integrity": "sha512-GYdjWKDkbRLkZ5geuHs5NY1puJ+PXwP7+fHPRz06Eirsb9ugf6d8kkXav6ADhcODhFFPMIXyxkxSuMf3D6NCFA==",
+      "funding": [
+        "https://github.com/fb55/htmlparser2?sponsor=1",
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/fb55"
+        }
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "domelementtype": "^2.3.0",
+        "domhandler": "^5.0.3",
+        "domutils": "^3.0.1",
+        "entities": "^4.4.0"
+      }
+    },
    "node_modules/http-errors": {
      "version": "2.0.1",
      "resolved": "https://registry.npmjs.org/http-errors/-/http-errors-2.0.1.tgz",
@@ -1452,6 +1577,15 @@
      "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==",
      "license": "MIT"
    },
+    "node_modules/leac": {
+      "version": "0.6.0",
+      "resolved": "https://registry.npmjs.org/leac/-/leac-0.6.0.tgz",
+      "integrity": "sha512-y+SqErxb8h7nE/fiEX07jsbuhrpO9lL8eca7/Y1nuWV2moNlXhyd59iDGcRf6moVyDMbmTNzL40SUyrFU/yDpg==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://ko-fi.com/killymxi"
+      }
+    },
    "node_modules/light-my-request": {
      "version": "6.6.0",
      "resolved": "https://registry.npmjs.org/light-my-request/-/light-my-request-6.6.0.tgz",
@@ -1648,6 +1782,19 @@
      "integrity": "sha512-N4YtSYJqghVu4iek2ZUvcN/0aqH1kRDuNqzcycDxhOUpg7GdvLa2F3DgS6yBNhInhv2r/6I0Flkn7CqL8+nIcw==",
      "license": "MIT"
    },
+    "node_modules/parseley": {
+      "version": "0.12.1",
+      "resolved": "https://registry.npmjs.org/parseley/-/parseley-0.12.1.tgz",
+      "integrity": "sha512-e6qHKe3a9HWr0oMRVDTRhKce+bRO8VGQR3NyVwcjwrbhMmFCX9KszEV35+rn4AdilFAq9VPxP/Fe1wC9Qjd2lw==",
+      "license": "MIT",
+      "dependencies": {
+        "leac": "^0.6.0",
+        "peberminta": "^0.9.0"
+      },
+      "funding": {
+        "url": "https://ko-fi.com/killymxi"
+      }
+    },
    "node_modules/path-scurry": {
      "version": "2.0.1",
      "resolved": "https://registry.npmjs.org/path-scurry/-/path-scurry-2.0.1.tgz",
@@ -1664,6 +1811,15 @@
        "url": "https://github.com/sponsors/isaacs"
      }
    },
+    "node_modules/peberminta": {
+      "version": "0.9.0",
+      "resolved": "https://registry.npmjs.org/peberminta/-/peberminta-0.9.0.tgz",
+      "integrity": "sha512-XIxfHpEuSJbITd1H3EeQwpcZbTLHc+VVr8ANI9t5sit565tsI4/xK3KWTUFE2e6QiangUkh3B0jihzmGnNrRsQ==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://ko-fi.com/killymxi"
+      }
+    },
    "node_modules/pino": {
      "version": "10.3.0",
      "resolved": "https://registry.npmjs.org/pino/-/pino-10.3.0.tgz",
@@ -1882,6 +2038,18 @@
      ],
      "license": "BSD-3-Clause"
    },
+    "node_modules/selderee": {
+      "version": "0.11.0",
+      "resolved": "https://registry.npmjs.org/selderee/-/selderee-0.11.0.tgz",
+      "integrity": "sha512-5TF+l7p4+OsnP8BCCvSyZiSPc4x4//p5uPwK8TCnVPJYRmU2aYKMpOXvw8zM5a5JvuuCGN1jmsMwuU2W02ukfA==",
+      "license": "MIT",
+      "dependencies": {
+        "parseley": "^0.12.0"
+      },
+      "funding": {
+        "url": "https://ko-fi.com/killymxi"
+      }
+    },
    "node_modules/semver": {
      "version": "7.7.3",
      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
--- a/server/package.json
+++ b/server/package.json
@@ -26,6 +26,7 @@
    "dotenv": "^17.2.3",
    "exa-js": "^2.4.0",
    "fastify": "^5.7.2",
+    "html-to-text": "^9.0.5",
    "openai": "^6.16.0",
    "pino-pretty": "^13.1.3",
    "prisma": "^6.6.0",
--- a/server/src/llm/chat-tools.ts
+++ b/server/src/llm/chat-tools.ts
@@ -0,0 +1,657 @@
+import { convert as htmlToText } from "html-to-text";
+import type OpenAI from "openai";
+import { z } from "zod";
+import { exaClient } from "../search/exa.js";
+import type { ChatMessage } from "./types.js";
+
+const MAX_TOOL_ROUNDS = 4;
+const DEFAULT_WEB_RESULTS = 5;
+const MAX_WEB_RESULTS = 10;
+const DEFAULT_FETCH_MAX_CHARACTERS = 12_000;
+const MAX_FETCH_MAX_CHARACTERS = 50_000;
+const FETCH_TIMEOUT_MS = 12_000;
+
+const WebSearchArgsSchema = z
+  .object({
+    query: z.string().trim().min(1),
+    numResults: z.coerce.number().int().min(1).max(MAX_WEB_RESULTS).optional(),
+    type: z.enum(["auto", "fast", "instant"]).optional(),
+    includeDomains: z.array(z.string().trim().min(1)).max(25).optional(),
+    excludeDomains: z.array(z.string().trim().min(1)).max(25).optional(),
+  })
+  .strict();
+
+const FetchUrlArgsSchema = z
+  .object({
+    url: z.string().trim().url(),
+    maxCharacters: z.coerce.number().int().min(500).max(MAX_FETCH_MAX_CHARACTERS).optional(),
+  })
+  .strict();
+
+const CHAT_TOOLS: any[] = [
+  {
+    type: "function",
+    function: {
+      name: "web_search",
+      description:
+        "Search the public web for recent or factual information. Returns ranked results with per-result summaries and snippets.",
+      parameters: {
+        type: "object",
+        properties: {
+          query: { type: "string", description: "Search query." },
+          numResults: {
+            type: "integer",
+            minimum: 1,
+            maximum: MAX_WEB_RESULTS,
+            description: "Number of results to return (default 5).",
+          },
+          type: {
+            type: "string",
+            enum: ["auto", "fast", "instant"],
+            description: "Search mode.",
+          },
+          includeDomains: {
+            type: "array",
+            items: { type: "string" },
+            description: "Only include these domains.",
+          },
+          excludeDomains: {
+            type: "array",
+            items: { type: "string" },
+            description: "Exclude these domains.",
+          },
+        },
+        required: ["query"],
+        additionalProperties: false,
+      },
+    },
+  },
+  {
+    type: "function",
+    function: {
+      name: "fetch_url",
+      description:
+        "Fetch a webpage by URL and return readable plaintext content extracted from the page for deeper inspection.",
+      parameters: {
+        type: "object",
+        properties: {
+          url: { type: "string", description: "Absolute URL to fetch, including http/https." },
+          maxCharacters: {
+            type: "integer",
+            minimum: 500,
+            maximum: MAX_FETCH_MAX_CHARACTERS,
+            description: "Maximum response text characters returned (default 12000).",
+          },
+        },
+        required: ["url"],
+        additionalProperties: false,
+      },
+    },
+  },
+];
+
+export const CHAT_TOOL_SYSTEM_PROMPT =
+  "You can use tools to gather up-to-date web information when needed. " +
+  "Use web_search for discovery and recent facts, and fetch_url to read the full content of a specific page. " +
+  "Prefer tools when the user asks for current events, verification, sources, or details you do not already have. " +
+  "Do not fabricate tool outputs; reason only from provided tool results.";
+
+type ToolRunOutcome = {
+  ok: boolean;
+  [key: string]: unknown;
+};
+
+type ToolAwareUsage = {
+  inputTokens?: number;
+  outputTokens?: number;
+  totalTokens?: number;
+};
+
+type ToolAwareCompletionResult = {
+  text: string;
+  usage?: ToolAwareUsage;
+  raw: unknown;
+  toolEvents: ToolExecutionEvent[];
+};
+
+export type ToolAwareStreamingEvent =
+  | { type: "delta"; text: string }
+  | { type: "tool_call"; event: ToolExecutionEvent }
+  | { type: "done"; result: ToolAwareCompletionResult };
+
+type ToolAwareCompletionParams = {
+  client: OpenAI;
+  model: string;
+  messages: ChatMessage[];
+  temperature?: number;
+  maxTokens?: number;
+  onToolEvent?: (event: ToolExecutionEvent) => void | Promise<void>;
+  logContext?: {
+    provider: string;
+    model: string;
+    chatId?: string;
+  };
+};
+
+export type ToolExecutionEvent = {
+  toolCallId: string;
+  name: string;
+  status: "completed" | "failed";
+  summary: string;
+  args: Record<string, unknown>;
+  startedAt: string;
+  completedAt: string;
+  durationMs: number;
+  error?: string;
+  resultPreview?: string;
+};
+
+function compactWhitespace(input: string) {
+  return input.replace(/\r/g, "").replace(/[ \t]+\n/g, "\n").replace(/\n{3,}/g, "\n\n").trim();
+}
+
+function clipText(input: string, maxCharacters: number) {
+  return input.length <= maxCharacters ? input : `${input.slice(0, maxCharacters)}...`;
+}
+
+function toRecord(value: unknown): Record<string, unknown> {
+  if (!value || typeof value !== "object" || Array.isArray(value)) return {};
+  return { ...(value as Record<string, unknown>) };
+}
+
+function toSingleLine(value: string, maxLength = 220) {
+  return clipText(
+    value
+      .replace(/\r?\n+/g, " ")
+      .replace(/\s+/g, " ")
+      .trim(),
+    maxLength
+  );
+}
+
+function buildToolSummary(name: string, args: Record<string, unknown>, status: "completed" | "failed", error?: string) {
+  const errSuffix = status === "failed" && error ? ` Error: ${toSingleLine(error, 140)}` : "";
+  if (name === "web_search") {
+    const query = typeof args.query === "string" ? args.query.trim() : "";
+    if (status === "completed") {
+      return query ? `Performed web search for '${toSingleLine(query, 100)}'.` : "Performed web search.";
+    }
+    return query ? `Web search for '${toSingleLine(query, 100)}' failed.${errSuffix}` : `Web search failed.${errSuffix}`;
+  }
+
+  if (name === "fetch_url") {
+    const url = typeof args.url === "string" ? args.url.trim() : "";
+    if (status === "completed") {
+      return url ? `Fetched URL ${toSingleLine(url, 140)}.` : "Fetched URL.";
+    }
+    return url ? `Fetching URL ${toSingleLine(url, 140)} failed.${errSuffix}` : `Fetching URL failed.${errSuffix}`;
+  }
+
+  if (status === "completed") {
+    return `Ran tool '${name}'.`;
+  }
+  return `Tool '${name}' failed.${errSuffix}`;
+}
+
+function logToolEvent(event: ToolExecutionEvent, context?: ToolAwareCompletionParams["logContext"]) {
+  const payload = {
+    kind: "tool_call",
+    ...context,
+    ...event,
+  };
+  const line = `[tool_call] ${JSON.stringify(payload)}`;
+  if (event.status === "failed") console.error(line);
+  else console.info(line);
+}
+
+function buildResultPreview(toolResult: ToolRunOutcome) {
+  const serialized = JSON.stringify(toolResult);
+  return serialized ? clipText(serialized, 400) : undefined;
+}
+
+export function buildToolLogMessageData(chatId: string, event: ToolExecutionEvent) {
+  return {
+    chatId,
+    role: "tool" as const,
+    content: event.summary,
+    name: event.name,
+    metadata: {
+      kind: "tool_call",
+      toolCallId: event.toolCallId,
+      toolName: event.name,
+      status: event.status,
+      summary: event.summary,
+      args: event.args,
+      startedAt: event.startedAt,
+      completedAt: event.completedAt,
+      durationMs: event.durationMs,
+      error: event.error ?? null,
+      resultPreview: event.resultPreview ?? null,
+    },
+  };
+}
+
+function extractHtmlTitle(html: string) {
+  const match = html.match(/<title[^>]*>([\s\S]*?)<\/title>/i);
+  if (!match?.[1]) return null;
+  return compactWhitespace(
+    match[1]
+      .replace(/&nbsp;/gi, " ")
+      .replace(/&amp;/gi, "&")
+      .replace(/&lt;/gi, "<")
+      .replace(/&gt;/gi, ">")
+      .replace(/&quot;/gi, '"')
+      .replace(/&#39;/gi, "'")
+  );
+}
+
+function normalizeIncomingMessages(messages: ChatMessage[]) {
+  const normalized = messages.map((m) => {
+    if (m.role === "tool") {
+      const name = m.name?.trim() || "tool";
+      return {
+        role: "user",
+        content: `Tool output (${name}):\n${m.content}`,
+      };
+    }
+    if (m.role === "assistant" || m.role === "system" || m.role === "user") {
+      const out: any = { role: m.role, content: m.content };
+      if (m.name && (m.role === "assistant" || m.role === "user")) {
+        out.name = m.name;
+      }
+      return out;
+    }
+    return { role: "user", content: m.content };
+  });
+
+  return [{ role: "system", content: CHAT_TOOL_SYSTEM_PROMPT }, ...normalized];
+}
+
+async function runWebSearchTool(input: unknown): Promise<ToolRunOutcome> {
+  const args = WebSearchArgsSchema.parse(input);
+  const exa = exaClient();
+  const response = await exa.search(args.query, {
+    type: args.type ?? "auto",
+    numResults: args.numResults ?? DEFAULT_WEB_RESULTS,
+    includeDomains: args.includeDomains,
+    excludeDomains: args.excludeDomains,
+    moderation: true,
+    userLocation: "US",
+    contents: {
+      summary: { query: args.query },
+      highlights: {
+        query: args.query,
+        maxCharacters: 320,
+        numSentences: 2,
+        highlightsPerUrl: 2,
+      },
+      text: { maxCharacters: 1_000 },
+    },
+  } as any);
+
+  const results = Array.isArray(response?.results) ? response.results : [];
+  return {
+    ok: true,
+    query: args.query,
+    requestId: response?.requestId ?? null,
+    results: results.map((result: any, index: number) => ({
+      rank: index + 1,
+      title: typeof result?.title === "string" ? result.title : null,
+      url: typeof result?.url === "string" ? result.url : null,
+      publishedDate: typeof result?.publishedDate === "string" ? result.publishedDate : null,
+      author: typeof result?.author === "string" ? result.author : null,
+      summary: typeof result?.summary === "string" ? clipText(result.summary, 1_400) : null,
+      text: typeof result?.text === "string" ? clipText(result.text, 700) : null,
+      highlights: Array.isArray(result?.highlights)
+        ? result.highlights.filter((h: unknown) => typeof h === "string").slice(0, 3).map((h: string) => clipText(h, 280))
+        : [],
+    })),
+  };
+}
+
+function assertSafeFetchUrl(urlRaw: string) {
+  const parsed = new URL(urlRaw);
+  if (parsed.protocol !== "http:" && parsed.protocol !== "https:") {
+    throw new Error("Only http:// and https:// URLs are supported.");
+  }
+  return parsed;
+}
+
+async function runFetchUrlTool(input: unknown): Promise<ToolRunOutcome> {
+  const args = FetchUrlArgsSchema.parse(input);
+  const parsed = assertSafeFetchUrl(args.url);
+  const maxCharacters = args.maxCharacters ?? DEFAULT_FETCH_MAX_CHARACTERS;
+
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), FETCH_TIMEOUT_MS);
+
+  let response: Response;
+  try {
+    response = await fetch(parsed.toString(), {
+      redirect: "follow",
+      signal: controller.signal,
+      headers: {
+        "User-Agent": "SybilBot/1.0 (+https://sybil.local)",
+        Accept: "text/html, text/plain, application/json;q=0.9, */*;q=0.5",
+      },
+    });
+  } finally {
+    clearTimeout(timeout);
+  }
+
+  if (!response.ok) {
+    throw new Error(`Fetch failed with status ${response.status}.`);
+  }
+
+  const contentType = (response.headers.get("content-type") ?? "").toLowerCase();
+  const body = await response.text();
+  const isHtml = contentType.includes("text/html") || /<!doctype html|<html[\s>]/i.test(body);
+
+  let extracted = body;
+  if (isHtml) {
+    extracted = htmlToText(body, {
+      wordwrap: false,
+      preserveNewlines: true,
+      selectors: [
+        { selector: "img", format: "skip" },
+        { selector: "script", format: "skip" },
+        { selector: "style", format: "skip" },
+        { selector: "noscript", format: "skip" },
+        { selector: "a", options: { ignoreHref: true } },
+      ],
+    });
+  }
+
+  const normalized = compactWhitespace(extracted);
+  const truncated = normalized.length > maxCharacters;
+  const text = truncated
+    ? `${normalized.slice(0, maxCharacters)}\n\n[truncated ${normalized.length - maxCharacters} characters]`
+    : normalized;
+
+  return {
+    ok: true,
+    url: response.url || parsed.toString(),
+    status: response.status,
+    contentType: contentType || null,
+    title: isHtml ? extractHtmlTitle(body) : null,
+    truncated,
+    text,
+  };
+}
+
+async function executeTool(name: string, args: unknown): Promise<ToolRunOutcome> {
+  if (name === "web_search") return runWebSearchTool(args);
+  if (name === "fetch_url") return runFetchUrlTool(args);
+  return { ok: false, error: `Unknown tool: ${name}` };
+}
+
+function parseToolArgs(raw: unknown) {
+  if (typeof raw !== "string") return {};
+  const trimmed = raw.trim();
+  if (!trimmed) return {};
+  try {
+    return JSON.parse(trimmed);
+  } catch (err: any) {
+    throw new Error(`Invalid JSON arguments: ${err?.message ?? String(err)}`);
+  }
+}
+
+function mergeUsage(acc: Required<ToolAwareUsage>, usage: any) {
+  if (!usage) return false;
+  acc.inputTokens += usage.prompt_tokens ?? 0;
+  acc.outputTokens += usage.completion_tokens ?? 0;
+  acc.totalTokens += usage.total_tokens ?? 0;
+  return true;
+}
+
+type NormalizedToolCall = {
+  id: string;
+  name: string;
+  arguments: string;
+};
+
+function normalizeModelToolCalls(toolCalls: any[], round: number): NormalizedToolCall[] {
+  return toolCalls.map((call: any, index: number) => ({
+    id: call?.id ?? `tool_call_${round}_${index}`,
+    name: call?.function?.name ?? "unknown_tool",
+    arguments: call?.function?.arguments ?? "{}",
+  }));
+}
+
+async function executeToolCallAndBuildEvent(
+  call: NormalizedToolCall,
+  params: ToolAwareCompletionParams
+): Promise<{ event: ToolExecutionEvent; toolResult: ToolRunOutcome }> {
+  const startedAtMs = Date.now();
+  const startedAt = new Date(startedAtMs).toISOString();
+  let toolResult: ToolRunOutcome;
+  let parsedArgs: Record<string, unknown> = {};
+  try {
+    parsedArgs = toRecord(parseToolArgs(call.arguments));
+    toolResult = await executeTool(call.name, parsedArgs);
+  } catch (err: any) {
+    toolResult = {
+      ok: false,
+      error: err?.message ?? String(err),
+    };
+  }
+
+  const status: "completed" | "failed" = toolResult.ok ? "completed" : "failed";
+  const error =
+    status === "failed"
+      ? typeof toolResult.error === "string"
+        ? toolResult.error
+        : "Tool execution failed."
+      : undefined;
+
+  const completedAtMs = Date.now();
+  const event: ToolExecutionEvent = {
+    toolCallId: call.id,
+    name: call.name,
+    status,
+    summary: buildToolSummary(call.name, parsedArgs, status, error),
+    args: parsedArgs,
+    startedAt,
+    completedAt: new Date(completedAtMs).toISOString(),
+    durationMs: completedAtMs - startedAtMs,
+    error,
+    resultPreview: buildResultPreview(toolResult),
+  };
+  logToolEvent(event, params.logContext);
+  if (params.onToolEvent) {
+    await params.onToolEvent(event);
+  }
+
+  return { event, toolResult };
+}
+
+export async function runToolAwareOpenAIChat(params: ToolAwareCompletionParams): Promise<ToolAwareCompletionResult> {
+  const conversation: any[] = normalizeIncomingMessages(params.messages);
+  const rawResponses: unknown[] = [];
+  const toolEvents: ToolExecutionEvent[] = [];
+  const usageAcc: Required<ToolAwareUsage> = { inputTokens: 0, outputTokens: 0, totalTokens: 0 };
+  let sawUsage = false;
+  let totalToolCalls = 0;
+
+  for (let round = 0; round < MAX_TOOL_ROUNDS; round += 1) {
+    const completion = await params.client.chat.completions.create({
+      model: params.model,
+      messages: conversation,
+      temperature: params.temperature,
+      max_tokens: params.maxTokens,
+      tools: CHAT_TOOLS,
+      tool_choice: "auto",
+    } as any);
+    rawResponses.push(completion);
+    sawUsage = mergeUsage(usageAcc, completion?.usage) || sawUsage;
+
+    const message = completion?.choices?.[0]?.message;
+    if (!message) {
+      return {
+        text: "",
+        usage: sawUsage ? usageAcc : undefined,
+        raw: { responses: rawResponses, toolCallsUsed: totalToolCalls, missingMessage: true },
+        toolEvents,
+      };
+    }
+
+    const toolCalls = Array.isArray(message.tool_calls) ? message.tool_calls : [];
+    if (!toolCalls.length) {
+      return {
+        text: typeof message.content === "string" ? message.content : "",
+        usage: sawUsage ? usageAcc : undefined,
+        raw: { responses: rawResponses, toolCallsUsed: totalToolCalls },
+        toolEvents,
+      };
+    }
+
+    const normalizedToolCalls = normalizeModelToolCalls(toolCalls, round);
+    totalToolCalls += normalizedToolCalls.length;
+
+    const assistantToolCallMessage: any = {
+      role: "assistant",
+      tool_calls: normalizedToolCalls.map((call) => ({
+        id: call.id,
+        type: "function",
+        function: {
+          name: call.name,
+          arguments: call.arguments,
+        },
+      })),
+    };
+    if (typeof message.content === "string" && message.content.length) {
+      assistantToolCallMessage.content = message.content;
+    }
+    conversation.push(assistantToolCallMessage);
+
+    for (const call of normalizedToolCalls) {
+      const { event, toolResult } = await executeToolCallAndBuildEvent(call, params);
+      toolEvents.push(event);
+
+      conversation.push({
+        role: "tool",
+        tool_call_id: call.id,
+        content: JSON.stringify(toolResult),
+      });
+    }
+  }
+
+  return {
+    text: "I reached the tool-call limit while gathering information. Please narrow the request and try again.",
+    usage: sawUsage ? usageAcc : undefined,
+    raw: { responses: rawResponses, toolCallsUsed: totalToolCalls, toolCallLimitReached: true },
+    toolEvents,
+  };
+}
+
+export async function* runToolAwareOpenAIChatStream(
+  params: ToolAwareCompletionParams
+): AsyncGenerator<ToolAwareStreamingEvent> {
+  const conversation: any[] = normalizeIncomingMessages(params.messages);
+  const rawResponses: unknown[] = [];
+  const toolEvents: ToolExecutionEvent[] = [];
+  const usageAcc: Required<ToolAwareUsage> = { inputTokens: 0, outputTokens: 0, totalTokens: 0 };
+  let sawUsage = false;
+  let totalToolCalls = 0;
+
+  for (let round = 0; round < MAX_TOOL_ROUNDS; round += 1) {
+    const stream = await params.client.chat.completions.create({
+      model: params.model,
+      messages: conversation,
+      temperature: params.temperature,
+      max_tokens: params.maxTokens,
+      tools: CHAT_TOOLS,
+      tool_choice: "auto",
+      stream: true,
+      stream_options: { include_usage: true },
+    } as any);
+
+    let roundText = "";
+    const roundToolCalls = new Map<number, { id?: string; name?: string; arguments: string }>();
+
+    for await (const chunk of stream as any as AsyncIterable<any>) {
+      rawResponses.push(chunk);
+      sawUsage = mergeUsage(usageAcc, chunk?.usage) || sawUsage;
+
+      const choice = chunk?.choices?.[0];
+      const deltaText = choice?.delta?.content ?? "";
+      if (typeof deltaText === "string" && deltaText.length) {
+        roundText += deltaText;
+        if (roundToolCalls.size === 0) {
+          yield { type: "delta", text: deltaText };
+        }
+      }
+
+      const deltaToolCalls = Array.isArray(choice?.delta?.tool_calls) ? choice.delta.tool_calls : [];
+      for (const toolCall of deltaToolCalls) {
+        const idx = typeof toolCall?.index === "number" ? toolCall.index : 0;
+        const entry = roundToolCalls.get(idx) ?? { arguments: "" };
+        if (typeof toolCall?.id === "string" && toolCall.id.length) {
+          entry.id = toolCall.id;
+        }
+        if (typeof toolCall?.function?.name === "string" && toolCall.function.name.length) {
+          entry.name = toolCall.function.name;
+        }
+        if (typeof toolCall?.function?.arguments === "string" && toolCall.function.arguments.length) {
+          entry.arguments += toolCall.function.arguments;
+        }
+        roundToolCalls.set(idx, entry);
+      }
+    }
+
+    const normalizedToolCalls: NormalizedToolCall[] = [...roundToolCalls.entries()]
+      .sort((a, b) => a[0] - b[0])
+      .map(([_, call], index) => ({
+        id: call.id ?? `tool_call_${round}_${index}`,
+        name: call.name ?? "unknown_tool",
+        arguments: call.arguments || "{}",
+      }));
+
+    if (!normalizedToolCalls.length) {
+      yield {
+        type: "done",
+        result: {
+          text: roundText,
+          usage: sawUsage ? usageAcc : undefined,
+          raw: { streamed: true, responses: rawResponses, toolCallsUsed: totalToolCalls },
+          toolEvents,
+        },
+      };
+      return;
+    }
+
+    totalToolCalls += normalizedToolCalls.length;
+    conversation.push({
+      role: "assistant",
+      tool_calls: normalizedToolCalls.map((call) => ({
+        id: call.id,
+        type: "function",
+        function: {
+          name: call.name,
+          arguments: call.arguments,
+        },
+      })),
+    });
+
+    for (const call of normalizedToolCalls) {
+      const { event, toolResult } = await executeToolCallAndBuildEvent(call, params);
+      toolEvents.push(event);
+      yield { type: "tool_call", event };
+      conversation.push({
+        role: "tool",
+        tool_call_id: call.id,
+        content: JSON.stringify(toolResult),
+      });
+    }
+  }
+
+  yield {
+    type: "done",
+    result: {
+      text: "I reached the tool-call limit while gathering information. Please narrow the request and try again.",
+      usage: sawUsage ? usageAcc : undefined,
+      raw: { streamed: true, responses: rawResponses, toolCallsUsed: totalToolCalls, toolCallLimitReached: true },
+      toolEvents,
+    },
+  };
+}
--- a/server/src/llm/multiplexer.ts
+++ b/server/src/llm/multiplexer.ts
@@ -1,6 +1,7 @@
 import { performance } from "node:perf_hooks";
 import { prisma } from "../db.js";
 import { anthropicClient, openaiClient, xaiClient } from "./providers.js";
+import { buildToolLogMessageData, runToolAwareOpenAIChat } from "./chat-tools.js";
 import type { MultiplexRequest, MultiplexResponse, Provider } from "./types.js";

 function asProviderEnum(p: Provider) {
@@ -44,25 +45,26 @@ export async function runMultiplex(req: MultiplexRequest): Promise<MultiplexResp
    let outText = "";
    let usage: MultiplexResponse["usage"] | undefined;
    let raw: unknown;
+    let toolMessages: ReturnType<typeof buildToolLogMessageData>[] = [];

    if (req.provider === "openai" || req.provider === "xai") {
      const client = req.provider === "openai" ? openaiClient() : xaiClient();
-      const r = await client.chat.completions.create({
+      const r = await runToolAwareOpenAIChat({
+        client,
        model: req.model,
-        // OpenAI SDK has very specific message union types; our normalized schema is compatible.
-        messages: req.messages.map((m) => ({ role: m.role, content: m.content, name: m.name })) as any,
+        messages: req.messages,
        temperature: req.temperature,
-        max_tokens: req.maxTokens,
+        maxTokens: req.maxTokens,
+        logContext: {
+          provider: req.provider,
+          model: req.model,
+          chatId,
+        },
      });
-      raw = r;
-      outText = r.choices?.[0]?.message?.content ?? "";
-      usage = r.usage
-        ? {
-            inputTokens: r.usage.prompt_tokens,
-            outputTokens: r.usage.completion_tokens,
-            totalTokens: r.usage.total_tokens,
-          }
-        : undefined;
+      raw = r.raw;
+      outText = r.text;
+      usage = r.usage;
+      toolMessages = r.toolEvents.map((event) => buildToolLogMessageData(call.chatId, event));
    } else if (req.provider === "anthropic") {
      const client = anthropicClient();

@@ -100,16 +102,27 @@ export async function runMultiplex(req: MultiplexRequest): Promise<MultiplexResp

    const latencyMs = Math.round(performance.now() - t0);

-    // Store assistant message + call record
-    await prisma.$transaction([
-      prisma.message.create({
+    // Store tool activity (if any), assistant message, and call record.
+    await prisma.$transaction(async (tx) => {
+      if (toolMessages.length) {
+        await tx.message.createMany({
+          data: toolMessages.map((message) => ({
+            chatId: message.chatId,
+            role: message.role as any,
+            content: message.content,
+            name: message.name,
+            metadata: message.metadata as any,
+          })),
+        });
+      }
+      await tx.message.create({
        data: {
          chatId: call.chatId,
          role: "assistant" as any,
          content: outText,
        },
-      }),
-      prisma.llmCall.update({
+      });
+      await tx.llmCall.update({
        where: { id: call.id },
        data: {
          response: raw as any,
@@ -118,8 +131,8 @@ export async function runMultiplex(req: MultiplexRequest): Promise<MultiplexResp
          outputTokens: usage?.outputTokens,
          totalTokens: usage?.totalTokens,
        },
-      }),
-    ]);
+      });
+    });

    return {
      provider: req.provider,
--- a/server/src/llm/streaming.ts
+++ b/server/src/llm/streaming.ts
@@ -1,11 +1,12 @@
 import { performance } from "node:perf_hooks";
-import type OpenAI from "openai";
 import { prisma } from "../db.js";
 import { anthropicClient, openaiClient, xaiClient } from "./providers.js";
+import { buildToolLogMessageData, runToolAwareOpenAIChatStream, type ToolExecutionEvent } from "./chat-tools.js";
 import type { MultiplexRequest, Provider } from "./types.js";

 export type StreamEvent =
  | { type: "meta"; chatId: string; callId: string; provider: Provider; model: string }
+  | { type: "tool_call"; event: ToolExecutionEvent }
  | { type: "delta"; text: string }
  | { type: "done"; text: string; usage?: { inputTokens?: number; outputTokens?: number; totalTokens?: number } }
  | { type: "error"; message: string };
@@ -51,28 +52,39 @@ export async function* runMultiplexStream(req: MultiplexRequest): AsyncGenerator
  let text = "";
  let usage: StreamEvent extends any ? any : never;
  let raw: unknown = { streamed: true };
+  let toolMessages: ReturnType<typeof buildToolLogMessageData>[] = [];

  try {
    if (req.provider === "openai" || req.provider === "xai") {
      const client = req.provider === "openai" ? openaiClient() : xaiClient();
-
-      const stream = await client.chat.completions.create({
+      for await (const ev of runToolAwareOpenAIChatStream({
+        client,
        model: req.model,
-        messages: req.messages.map((m) => ({ role: m.role, content: m.content, name: m.name })) as any,
+        messages: req.messages,
        temperature: req.temperature,
-        max_tokens: req.maxTokens,
-        stream: true,
-      });
-
-      for await (const chunk of stream as any as AsyncIterable<OpenAI.Chat.Completions.ChatCompletionChunk>) {
-        const delta = chunk.choices?.[0]?.delta?.content ?? "";
-        if (delta) {
-          text += delta;
-          yield { type: "delta", text: delta };
-        }
+        maxTokens: req.maxTokens,
+        logContext: {
+          provider: req.provider,
+          model: req.model,
+          chatId,
+        },
+      })) {
+        if (ev.type === "delta") {
+          text += ev.text;
+          yield { type: "delta", text: ev.text };
+          continue;
        }

-      // no guaranteed usage in stream mode across providers; leave empty for now
+        if (ev.type === "tool_call") {
+          toolMessages.push(buildToolLogMessageData(chatId, ev.event));
+          yield { type: "tool_call", event: ev.event };
+          continue;
+        }
+
+        raw = ev.result.raw;
+        usage = ev.result.usage;
+        text = ev.result.text;
+      }
    } else if (req.provider === "anthropic") {
      const client = anthropicClient();

@@ -110,17 +122,29 @@ export async function* runMultiplexStream(req: MultiplexRequest): AsyncGenerator
        }
        // some streams end with message_stop
      }
+      raw = { streamed: true, provider: "anthropic" };
    } else {
      throw new Error(`unknown provider: ${req.provider}`);
    }

    const latencyMs = Math.round(performance.now() - t0);

-    await prisma.$transaction([
-      prisma.message.create({
+    await prisma.$transaction(async (tx) => {
+      if (toolMessages.length) {
+        await tx.message.createMany({
+          data: toolMessages.map((message) => ({
+            chatId: message.chatId,
+            role: message.role as any,
+            content: message.content,
+            name: message.name,
+            metadata: message.metadata as any,
+          })),
+        });
+      }
+      await tx.message.create({
        data: { chatId, role: "assistant" as any, content: text },
-      }),
-      prisma.llmCall.update({
+      });
+      await tx.llmCall.update({
        where: { id: call.id },
        data: {
          response: raw as any,
@@ -129,8 +153,8 @@ export async function* runMultiplexStream(req: MultiplexRequest): AsyncGenerator
          outputTokens: usage?.outputTokens,
          totalTokens: usage?.totalTokens,
        },
-      }),
-    ]);
+      });
+    });

    yield { type: "done", text, usage };
  } catch (e: any) {
--- a/server/src/routes.ts
+++ b/server/src/routes.ts
@@ -16,10 +16,23 @@ type IncomingChatMessage = {
  name?: string;
 };

-function sameMessage(a: IncomingChatMessage, b: IncomingChatMessage) {
+function sameMessage(
+  a: { role: string; content: string; name?: string | null },
+  b: { role: string; content: string; name?: string | null }
+) {
  return a.role === b.role && a.content === b.content && (a.name ?? null) === (b.name ?? null);
 }

+function isToolCallLogMetadata(value: unknown) {
+  if (!value || typeof value !== "object" || Array.isArray(value)) return false;
+  const record = value as Record<string, unknown>;
+  return record.kind === "tool_call";
+}
+
+function isToolCallLogMessage(message: { role: string; metadata: unknown }) {
+  return message.role === "tool" && isToolCallLogMetadata(message.metadata);
+}
+
 async function storeNonAssistantMessages(chatId: string, messages: IncomingChatMessage[]) {
  const incoming = messages.filter((m) => m.role !== "assistant");
  if (!incoming.length) return;
@@ -27,13 +40,13 @@ async function storeNonAssistantMessages(chatId: string, messages: IncomingChatM
  const existing = await prisma.message.findMany({
    where: { chatId },
    orderBy: { createdAt: "asc" },
-    select: { role: true, content: true, name: true },
+    select: { role: true, content: true, name: true, metadata: true },
  });
-  const existingNonAssistant = existing.filter((m) => m.role !== "assistant");
+  const existingNonAssistant = existing.filter((m) => m.role !== "assistant" && !isToolCallLogMessage(m));

  let sharedPrefix = 0;
  const max = Math.min(existingNonAssistant.length, incoming.length);
-  while (sharedPrefix < max && sameMessage(existingNonAssistant[sharedPrefix] as IncomingChatMessage, incoming[sharedPrefix])) {
+  while (sharedPrefix < max && sameMessage(existingNonAssistant[sharedPrefix], incoming[sharedPrefix])) {
    sharedPrefix += 1;
  }

@@ -748,6 +761,7 @@ export async function registerRoutes(app: FastifyInstance) {

    for await (const ev of runMultiplexStream(body)) {
      if (ev.type === "meta") send("meta", ev);
+      else if (ev.type === "tool_call") send("tool_call", ev.event);
      else if (ev.type === "delta") send("delta", ev);
      else if (ev.type === "done") send("done", ev);
      else if (ev.type === "error") send("error", ev);
--- a/server/src/types/html-to-text.d.ts
+++ b/server/src/types/html-to-text.d.ts
@@ -0,0 +1,3 @@
+declare module "html-to-text" {
+  export function convert(html: string, options?: unknown): string;
+}
--- a/tui/.gitignore
+++ b/tui/.gitignore
@@ -0,0 +1,2 @@
+node_modules/
+dist/
--- a/tui/README.md
+++ b/tui/README.md
@@ -0,0 +1,49 @@
+# Sybil TUI
+
+Terminal UI client for Sybil with a sidebar + workspace flow similar to the web app.
+
+## Setup
+
+```bash
+cd tui
+npm install
+npm run dev
+```
+
+Build/start:
+
+```bash
+npm run build
+npm run start
+```
+
+## Environment Variables
+
+Configuration is environment-only (no in-app settings).
+
+- `SYBIL_TUI_API_BASE_URL`: API base URL. Default: `http://127.0.0.1:8787`
+- `SYBIL_TUI_ADMIN_TOKEN`: optional bearer token for token-mode servers
+- `SYBIL_TUI_DEFAULT_PROVIDER`: `openai` | `anthropic` | `xai` (default: `openai`)
+- `SYBIL_TUI_DEFAULT_MODEL`: optional default model name
+- `SYBIL_TUI_SEARCH_NUM_RESULTS`: results per search run (default: `10`)
+
+Compatibility aliases:
+
+- `SYBIL_API_BASE_URL` (fallback for API URL)
+- `SYBIL_ADMIN_TOKEN` (fallback for token)
+
+## Key Bindings
+
+- `Tab` / `Shift+Tab`: move focus between sidebar, transcript, and composer
+- `Esc` (in composer): exit input mode and focus sidebar
+- `Up` / `Down` (in sidebar): move highlight
+- `Page Up` / `Page Down` (in transcript): scroll the transcript by one page
+- `Enter` in sidebar: load highlighted conversation/search
+- `Enter` in composer: send message/search
+- `n`: new chat draft
+- `/`: new search draft
+- `d`: delete selected chat/search
+- `p`: cycle provider (chat mode)
+- `m`: cycle model (chat mode)
+- `r`: refresh collections + models
+- `q` or `Ctrl+C`: quit
--- a/tui/package-lock.json
+++ b/tui/package-lock.json
@@ -0,0 +1,616 @@
+{
+  "name": "sybil-tui",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "sybil-tui",
+      "version": "0.1.0",
+      "dependencies": {
+        "blessed": "^0.1.81"
+      },
+      "devDependencies": {
+        "@types/blessed": "^0.1.25",
+        "@types/node": "^25.0.10",
+        "tsx": "^4.21.0",
+        "typescript": "^5.9.3"
+      }
+    },
+    "node_modules/@esbuild/aix-ppc64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.27.3.tgz",
+      "integrity": "sha512-9fJMTNFTWZMh5qwrBItuziu834eOCUcEqymSH7pY+zoMVEZg3gcPuBNxH1EvfVYe9h0x/Ptw8KBzv7qxb7l8dg==",
+      "cpu": [
+        "ppc64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "aix"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/android-arm": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.27.3.tgz",
+      "integrity": "sha512-i5D1hPY7GIQmXlXhs2w8AWHhenb00+GxjxRncS2ZM7YNVGNfaMxgzSGuO8o8SJzRc/oZwU2bcScvVERk03QhzA==",
+      "cpu": [
+        "arm"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/android-arm64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.27.3.tgz",
+      "integrity": "sha512-YdghPYUmj/FX2SYKJ0OZxf+iaKgMsKHVPF1MAq/P8WirnSpCStzKJFjOjzsW0QQ7oIAiccHdcqjbHmJxRb/dmg==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/android-x64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.27.3.tgz",
+      "integrity": "sha512-IN/0BNTkHtk8lkOM8JWAYFg4ORxBkZQf9zXiEOfERX/CzxW3Vg1ewAhU7QSWQpVIzTW+b8Xy+lGzdYXV6UZObQ==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/darwin-arm64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.27.3.tgz",
+      "integrity": "sha512-Re491k7ByTVRy0t3EKWajdLIr0gz2kKKfzafkth4Q8A5n1xTHrkqZgLLjFEHVD+AXdUGgQMq+Godfq45mGpCKg==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/darwin-x64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/darwin-x64/-/darwin-x64-0.27.3.tgz",
+      "integrity": "sha512-vHk/hA7/1AckjGzRqi6wbo+jaShzRowYip6rt6q7VYEDX4LEy1pZfDpdxCBnGtl+A5zq8iXDcyuxwtv3hNtHFg==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/freebsd-arm64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.27.3.tgz",
+      "integrity": "sha512-ipTYM2fjt3kQAYOvo6vcxJx3nBYAzPjgTCk7QEgZG8AUO3ydUhvelmhrbOheMnGOlaSFUoHXB6un+A7q4ygY9w==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "freebsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/freebsd-x64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/freebsd-x64/-/freebsd-x64-0.27.3.tgz",
+      "integrity": "sha512-dDk0X87T7mI6U3K9VjWtHOXqwAMJBNN2r7bejDsc+j03SEjtD9HrOl8gVFByeM0aJksoUuUVU9TBaZa2rgj0oA==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "freebsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/linux-arm": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-arm/-/linux-arm-0.27.3.tgz",
+      "integrity": "sha512-s6nPv2QkSupJwLYyfS+gwdirm0ukyTFNl3KTgZEAiJDd+iHZcbTPPcWCcRYH+WlNbwChgH2QkE9NSlNrMT8Gfw==",
+      "cpu": [
+        "arm"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/linux-arm64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-arm64/-/linux-arm64-0.27.3.tgz",
+      "integrity": "sha512-sZOuFz/xWnZ4KH3YfFrKCf1WyPZHakVzTiqji3WDc0BCl2kBwiJLCXpzLzUBLgmp4veFZdvN5ChW4Eq/8Fc2Fg==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/linux-ia32": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-ia32/-/linux-ia32-0.27.3.tgz",
+      "integrity": "sha512-yGlQYjdxtLdh0a3jHjuwOrxQjOZYD/C9PfdbgJJF3TIZWnm/tMd/RcNiLngiu4iwcBAOezdnSLAwQDPqTmtTYg==",
+      "cpu": [
+        "ia32"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/linux-loong64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-loong64/-/linux-loong64-0.27.3.tgz",
+      "integrity": "sha512-WO60Sn8ly3gtzhyjATDgieJNet/KqsDlX5nRC5Y3oTFcS1l0KWba+SEa9Ja1GfDqSF1z6hif/SkpQJbL63cgOA==",
+      "cpu": [
+        "loong64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/linux-mips64el": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-mips64el/-/linux-mips64el-0.27.3.tgz",
+      "integrity": "sha512-APsymYA6sGcZ4pD6k+UxbDjOFSvPWyZhjaiPyl/f79xKxwTnrn5QUnXR5prvetuaSMsb4jgeHewIDCIWljrSxw==",
+      "cpu": [
+        "mips64el"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/linux-ppc64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-ppc64/-/linux-ppc64-0.27.3.tgz",
+      "integrity": "sha512-eizBnTeBefojtDb9nSh4vvVQ3V9Qf9Df01PfawPcRzJH4gFSgrObw+LveUyDoKU3kxi5+9RJTCWlj4FjYXVPEA==",
+      "cpu": [
+        "ppc64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/linux-riscv64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-riscv64/-/linux-riscv64-0.27.3.tgz",
+      "integrity": "sha512-3Emwh0r5wmfm3ssTWRQSyVhbOHvqegUDRd0WhmXKX2mkHJe1SFCMJhagUleMq+Uci34wLSipf8Lagt4LlpRFWQ==",
+      "cpu": [
+        "riscv64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/linux-s390x": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-s390x/-/linux-s390x-0.27.3.tgz",
+      "integrity": "sha512-pBHUx9LzXWBc7MFIEEL0yD/ZVtNgLytvx60gES28GcWMqil8ElCYR4kvbV2BDqsHOvVDRrOxGySBM9Fcv744hw==",
+      "cpu": [
+        "s390x"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/linux-x64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-x64/-/linux-x64-0.27.3.tgz",
+      "integrity": "sha512-Czi8yzXUWIQYAtL/2y6vogER8pvcsOsk5cpwL4Gk5nJqH5UZiVByIY8Eorm5R13gq+DQKYg0+JyQoytLQas4dA==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/netbsd-arm64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/netbsd-arm64/-/netbsd-arm64-0.27.3.tgz",
+      "integrity": "sha512-sDpk0RgmTCR/5HguIZa9n9u+HVKf40fbEUt+iTzSnCaGvY9kFP0YKBWZtJaraonFnqef5SlJ8/TiPAxzyS+UoA==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "netbsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/netbsd-x64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/netbsd-x64/-/netbsd-x64-0.27.3.tgz",
+      "integrity": "sha512-P14lFKJl/DdaE00LItAukUdZO5iqNH7+PjoBm+fLQjtxfcfFE20Xf5CrLsmZdq5LFFZzb5JMZ9grUwvtVYzjiA==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "netbsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/openbsd-arm64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/openbsd-arm64/-/openbsd-arm64-0.27.3.tgz",
+      "integrity": "sha512-AIcMP77AvirGbRl/UZFTq5hjXK+2wC7qFRGoHSDrZ5v5b8DK/GYpXW3CPRL53NkvDqb9D+alBiC/dV0Fb7eJcw==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "openbsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/openbsd-x64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/openbsd-x64/-/openbsd-x64-0.27.3.tgz",
+      "integrity": "sha512-DnW2sRrBzA+YnE70LKqnM3P+z8vehfJWHXECbwBmH/CU51z6FiqTQTHFenPlHmo3a8UgpLyH3PT+87OViOh1AQ==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "openbsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/openharmony-arm64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/openharmony-arm64/-/openharmony-arm64-0.27.3.tgz",
+      "integrity": "sha512-NinAEgr/etERPTsZJ7aEZQvvg/A6IsZG/LgZy+81wON2huV7SrK3e63dU0XhyZP4RKGyTm7aOgmQk0bGp0fy2g==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "openharmony"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/sunos-x64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/sunos-x64/-/sunos-x64-0.27.3.tgz",
+      "integrity": "sha512-PanZ+nEz+eWoBJ8/f8HKxTTD172SKwdXebZ0ndd953gt1HRBbhMsaNqjTyYLGLPdoWHy4zLU7bDVJztF5f3BHA==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "sunos"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/win32-arm64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/win32-arm64/-/win32-arm64-0.27.3.tgz",
+      "integrity": "sha512-B2t59lWWYrbRDw/tjiWOuzSsFh1Y/E95ofKz7rIVYSQkUYBjfSgf6oeYPNWHToFRr2zx52JKApIcAS/D5TUBnA==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/win32-ia32": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/win32-ia32/-/win32-ia32-0.27.3.tgz",
+      "integrity": "sha512-QLKSFeXNS8+tHW7tZpMtjlNb7HKau0QDpwm49u0vUp9y1WOF+PEzkU84y9GqYaAVW8aH8f3GcBck26jh54cX4Q==",
+      "cpu": [
+        "ia32"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/win32-x64": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/win32-x64/-/win32-x64-0.27.3.tgz",
+      "integrity": "sha512-4uJGhsxuptu3OcpVAzli+/gWusVGwZZHTlS63hh++ehExkVT8SgiEf7/uC/PclrPPkLhZqGgCTjd0VWLo6xMqA==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@types/blessed": {
+      "version": "0.1.27",
+      "resolved": "https://registry.npmjs.org/@types/blessed/-/blessed-0.1.27.tgz",
+      "integrity": "sha512-ZOQGjLvWDclAXp0rW5iuUBXeD6Gr1PkitN7tj7/G8FCoSzTsij6OhXusOzMKhwrZ9YlL2Pmu0d6xJ9zVvk+Hsg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": "*"
+      }
+    },
+    "node_modules/@types/node": {
+      "version": "25.3.3",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-25.3.3.tgz",
+      "integrity": "sha512-DpzbrH7wIcBaJibpKo9nnSQL0MTRdnWttGyE5haGwK86xgMOkFLp7vEyfQPGLOJh5wNYiJ3V9PmUMDhV9u8kkQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "undici-types": "~7.18.0"
+      }
+    },
+    "node_modules/blessed": {
+      "version": "0.1.81",
+      "resolved": "https://registry.npmjs.org/blessed/-/blessed-0.1.81.tgz",
+      "integrity": "sha512-LoF5gae+hlmfORcG1M5+5XZi4LBmvlXTzwJWzUlPryN/SJdSflZvROM2TwkT0GMpq7oqT48NRd4GS7BiVBc5OQ==",
+      "license": "MIT",
+      "bin": {
+        "blessed": "bin/tput.js"
+      },
+      "engines": {
+        "node": ">= 0.8.0"
+      }
+    },
+    "node_modules/esbuild": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.27.3.tgz",
+      "integrity": "sha512-8VwMnyGCONIs6cWue2IdpHxHnAjzxnw2Zr7MkVxB2vjmQ2ivqGFb4LEG3SMnv0Gb2F/G/2yA8zUaiL1gywDCCg==",
+      "dev": true,
+      "hasInstallScript": true,
+      "license": "MIT",
+      "bin": {
+        "esbuild": "bin/esbuild"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "optionalDependencies": {
+        "@esbuild/aix-ppc64": "0.27.3",
+        "@esbuild/android-arm": "0.27.3",
+        "@esbuild/android-arm64": "0.27.3",
+        "@esbuild/android-x64": "0.27.3",
+        "@esbuild/darwin-arm64": "0.27.3",
+        "@esbuild/darwin-x64": "0.27.3",
+        "@esbuild/freebsd-arm64": "0.27.3",
+        "@esbuild/freebsd-x64": "0.27.3",
+        "@esbuild/linux-arm": "0.27.3",
+        "@esbuild/linux-arm64": "0.27.3",
+        "@esbuild/linux-ia32": "0.27.3",
+        "@esbuild/linux-loong64": "0.27.3",
+        "@esbuild/linux-mips64el": "0.27.3",
+        "@esbuild/linux-ppc64": "0.27.3",
+        "@esbuild/linux-riscv64": "0.27.3",
+        "@esbuild/linux-s390x": "0.27.3",
+        "@esbuild/linux-x64": "0.27.3",
+        "@esbuild/netbsd-arm64": "0.27.3",
+        "@esbuild/netbsd-x64": "0.27.3",
+        "@esbuild/openbsd-arm64": "0.27.3",
+        "@esbuild/openbsd-x64": "0.27.3",
+        "@esbuild/openharmony-arm64": "0.27.3",
+        "@esbuild/sunos-x64": "0.27.3",
+        "@esbuild/win32-arm64": "0.27.3",
+        "@esbuild/win32-ia32": "0.27.3",
+        "@esbuild/win32-x64": "0.27.3"
+      }
+    },
+    "node_modules/fsevents": {
+      "version": "2.3.3",
+      "resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.3.tgz",
+      "integrity": "sha512-5xoDfX+fL7faATnagmWPpbFtwh/R77WmMMqqHGS65C3vvB0YHrgF+B1YmZ3441tMj5n63k0212XNoJwzlhffQw==",
+      "dev": true,
+      "hasInstallScript": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": "^8.16.0 || ^10.6.0 || >=11.0.0"
+      }
+    },
+    "node_modules/get-tsconfig": {
+      "version": "4.13.6",
+      "resolved": "https://registry.npmjs.org/get-tsconfig/-/get-tsconfig-4.13.6.tgz",
+      "integrity": "sha512-shZT/QMiSHc/YBLxxOkMtgSid5HFoauqCE3/exfsEcwg1WkeqjG+V40yBbBrsD+jW2HDXcs28xOfcbm2jI8Ddw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "resolve-pkg-maps": "^1.0.0"
+      },
+      "funding": {
+        "url": "https://github.com/privatenumber/get-tsconfig?sponsor=1"
+      }
+    },
+    "node_modules/resolve-pkg-maps": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/resolve-pkg-maps/-/resolve-pkg-maps-1.0.0.tgz",
+      "integrity": "sha512-seS2Tj26TBVOC2NIc2rOe2y2ZO7efxITtLZcGSOnHHNOQ7CkiUBfw0Iw2ck6xkIhPwLhKNLS8BO+hEpngQlqzw==",
+      "dev": true,
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/privatenumber/resolve-pkg-maps?sponsor=1"
+      }
+    },
+    "node_modules/tsx": {
+      "version": "4.21.0",
+      "resolved": "https://registry.npmjs.org/tsx/-/tsx-4.21.0.tgz",
+      "integrity": "sha512-5C1sg4USs1lfG0GFb2RLXsdpXqBSEhAaA/0kPL01wxzpMqLILNxIxIOKiILz+cdg/pLnOUxFYOR5yhHU666wbw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "esbuild": "~0.27.0",
+        "get-tsconfig": "^4.7.5"
+      },
+      "bin": {
+        "tsx": "dist/cli.mjs"
+      },
+      "engines": {
+        "node": ">=18.0.0"
+      },
+      "optionalDependencies": {
+        "fsevents": "~2.3.3"
+      }
+    },
+    "node_modules/typescript": {
+      "version": "5.9.3",
+      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.9.3.tgz",
+      "integrity": "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==",
+      "dev": true,
+      "license": "Apache-2.0",
+      "bin": {
+        "tsc": "bin/tsc",
+        "tsserver": "bin/tsserver"
+      },
+      "engines": {
+        "node": ">=14.17"
+      }
+    },
+    "node_modules/undici-types": {
+      "version": "7.18.2",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.18.2.tgz",
+      "integrity": "sha512-AsuCzffGHJybSaRrmr5eHr81mwJU3kjw6M+uprWvCXiNeN9SOGwQ3Jn8jb8m3Z6izVgknn1R0FTCEAP2QrLY/w==",
+      "dev": true,
+      "license": "MIT"
+    }
+  }
+}
--- a/tui/package.json
+++ b/tui/package.json
@@ -0,0 +1,21 @@
+{
+  "name": "sybil-tui",
+  "private": true,
+  "version": "0.1.0",
+  "type": "module",
+  "scripts": {
+    "dev": "tsx src/index.ts",
+    "build": "tsc -p tsconfig.json",
+    "start": "node dist/index.js",
+    "typecheck": "tsc --noEmit -p tsconfig.json"
+  },
+  "dependencies": {
+    "blessed": "^0.1.81"
+  },
+  "devDependencies": {
+    "@types/blessed": "^0.1.25",
+    "@types/node": "^25.0.10",
+    "tsx": "^4.21.0",
+    "typescript": "^5.9.3"
+  }
+}
--- a/tui/src/api.ts
+++ b/tui/src/api.ts
@@ -0,0 +1,272 @@
+import type {
+  ChatDetail,
+  ChatSummary,
+  CompletionRequestMessage,
+  CompletionStreamHandlers,
+  ModelCatalogResponse,
+  Provider,
+  SearchDetail,
+  SearchRunRequest,
+  SearchStreamHandlers,
+  SearchSummary,
+  SessionStatus,
+} from "./types.js";
+
+type RequestOptions = {
+  method?: "GET" | "POST" | "PATCH" | "DELETE";
+  body?: unknown;
+  signal?: AbortSignal;
+  headers?: Record<string, string>;
+};
+
+export class SybilApiClient {
+  private readonly baseUrl: string;
+  private readonly token: string | null;
+
+  constructor(baseUrl: string, token: string | null) {
+    this.baseUrl = baseUrl;
+    this.token = token;
+  }
+
+  async verifySession() {
+    return this.request<SessionStatus>("/v1/auth/session");
+  }
+
+  async listModels() {
+    return this.request<ModelCatalogResponse>("/v1/models");
+  }
+
+  async listChats() {
+    const data = await this.request<{ chats: ChatSummary[] }>("/v1/chats");
+    return data.chats;
+  }
+
+  async createChat(title?: string) {
+    const data = await this.request<{ chat: ChatSummary }>("/v1/chats", {
+      method: "POST",
+      body: { title },
+    });
+    return data.chat;
+  }
+
+  async getChat(chatId: string) {
+    const data = await this.request<{ chat: ChatDetail }>(`/v1/chats/${chatId}`);
+    return data.chat;
+  }
+
+  async suggestChatTitle(body: { chatId: string; content: string }) {
+    const data = await this.request<{ chat: ChatSummary }>("/v1/chats/title/suggest", {
+      method: "POST",
+      body,
+    });
+    return data.chat;
+  }
+
+  async deleteChat(chatId: string) {
+    await this.request<{ deleted: true }>(`/v1/chats/${chatId}`, { method: "DELETE" });
+  }
+
+  async listSearches() {
+    const data = await this.request<{ searches: SearchSummary[] }>("/v1/searches");
+    return data.searches;
+  }
+
+  async createSearch(body?: { title?: string; query?: string }) {
+    const data = await this.request<{ search: SearchSummary }>("/v1/searches", {
+      method: "POST",
+      body: body ?? {},
+    });
+    return data.search;
+  }
+
+  async getSearch(searchId: string) {
+    const data = await this.request<{ search: SearchDetail }>(`/v1/searches/${searchId}`);
+    return data.search;
+  }
+
+  async deleteSearch(searchId: string) {
+    await this.request<{ deleted: true }>(`/v1/searches/${searchId}`, { method: "DELETE" });
+  }
+
+  async runCompletionStream(
+    body: {
+      chatId: string;
+      provider: Provider;
+      model: string;
+      messages: CompletionRequestMessage[];
+    },
+    handlers: CompletionStreamHandlers,
+    options?: { signal?: AbortSignal }
+  ) {
+    await this.runSse(
+      "/v1/chat-completions/stream",
+      body,
+      {
+        meta: handlers.onMeta,
+        tool_call: handlers.onToolCall,
+        delta: handlers.onDelta,
+        done: handlers.onDone,
+        error: handlers.onError,
+      },
+      options
+    );
+  }
+
+  async runSearchStream(
+    searchId: string,
+    body: SearchRunRequest,
+    handlers: SearchStreamHandlers,
+    options?: { signal?: AbortSignal }
+  ) {
+    await this.runSse(
+      `/v1/searches/${searchId}/run/stream`,
+      body,
+      {
+        search_results: handlers.onSearchResults,
+        search_error: handlers.onSearchError,
+        answer: handlers.onAnswer,
+        answer_error: handlers.onAnswerError,
+        done: handlers.onDone,
+        error: handlers.onError,
+      },
+      options
+    );
+  }
+
+  private async request<T>(path: string, options?: RequestOptions): Promise<T> {
+    const headers = new Headers(options?.headers ?? {});
+    const hasBody = options?.body !== undefined;
+    if (hasBody && !headers.has("Content-Type")) {
+      headers.set("Content-Type", "application/json");
+    }
+    if (this.token) {
+      headers.set("Authorization", `Bearer ${this.token}`);
+    }
+
+    const init: RequestInit = {
+      method: options?.method ?? "GET",
+      headers,
+    };
+    if (hasBody) {
+      init.body = JSON.stringify(options?.body);
+    }
+    if (options?.signal) {
+      init.signal = options.signal;
+    }
+
+    const response = await fetch(`${this.baseUrl}${path}`, init);
+
+    if (!response.ok) {
+      throw new Error(await this.readErrorMessage(response));
+    }
+
+    return (await response.json()) as T;
+  }
+
+  private async runSse(
+    path: string,
+    body: unknown,
+    handlers: Record<string, ((payload: any) => void) | undefined>,
+    options?: { signal?: AbortSignal }
+  ) {
+    const headers = new Headers({
+      Accept: "text/event-stream",
+      "Content-Type": "application/json",
+    });
+    if (this.token) {
+      headers.set("Authorization", `Bearer ${this.token}`);
+    }
+
+    const init: RequestInit = {
+      method: "POST",
+      headers,
+      body: JSON.stringify(body),
+    };
+    if (options?.signal) {
+      init.signal = options.signal;
+    }
+
+    const response = await fetch(`${this.baseUrl}${path}`, init);
+
+    if (!response.ok) {
+      throw new Error(await this.readErrorMessage(response));
+    }
+
+    if (!response.body) {
+      throw new Error("No response stream");
+    }
+
+    const reader = response.body.getReader();
+    const decoder = new TextDecoder();
+    let buffer = "";
+    let eventName = "message";
+    let dataLines: string[] = [];
+
+    const flushEvent = () => {
+      if (!dataLines.length) {
+        eventName = "message";
+        return;
+      }
+
+      const dataText = dataLines.join("\n");
+      let payload: any = null;
+      try {
+        payload = JSON.parse(dataText);
+      } catch {
+        payload = { message: dataText };
+      }
+
+      handlers[eventName]?.(payload);
+      dataLines = [];
+      eventName = "message";
+    };
+
+    while (true) {
+      const { value, done } = await reader.read();
+      if (done) break;
+
+      buffer += decoder.decode(value, { stream: true });
+      let newlineIndex = buffer.indexOf("\n");
+
+      while (newlineIndex >= 0) {
+        const rawLine = buffer.slice(0, newlineIndex);
+        buffer = buffer.slice(newlineIndex + 1);
+        const line = rawLine.endsWith("\r") ? rawLine.slice(0, -1) : rawLine;
+
+        if (!line) {
+          flushEvent();
+        } else if (line.startsWith("event:")) {
+          eventName = line.slice("event:".length).trim();
+        } else if (line.startsWith("data:")) {
+          dataLines.push(line.slice("data:".length).trimStart());
+        }
+
+        newlineIndex = buffer.indexOf("\n");
+      }
+    }
+
+    buffer += decoder.decode();
+    if (buffer.length) {
+      const line = buffer.endsWith("\r") ? buffer.slice(0, -1) : buffer;
+      if (line.startsWith("event:")) {
+        eventName = line.slice("event:".length).trim();
+      } else if (line.startsWith("data:")) {
+        dataLines.push(line.slice("data:".length).trimStart());
+      }
+    }
+    flushEvent();
+  }
+
+  private async readErrorMessage(response: Response) {
+    const fallback = `${response.status} ${response.statusText}`;
+    try {
+      const body = (await response.json()) as { message?: string };
+      if (typeof body.message === "string" && body.message.trim()) {
+        return body.message;
+      }
+      return fallback;
+    } catch {
+      return fallback;
+    }
+  }
+}
--- a/tui/src/config.ts
+++ b/tui/src/config.ts
@@ -0,0 +1,48 @@
+import type { Provider } from "./types.js";
+
+const PROVIDERS: Provider[] = ["openai", "anthropic", "xai"];
+
+function normalizeBaseUrl(value: string) {
+  const trimmed = value.trim();
+  if (!trimmed) {
+    throw new Error("SYBIL_TUI_API_BASE_URL cannot be empty");
+  }
+
+  let parsed: URL;
+  try {
+    parsed = new URL(trimmed);
+  } catch {
+    throw new Error(`Invalid SYBIL_TUI_API_BASE_URL: ${trimmed}`);
+  }
+
+  const normalizedPath = parsed.pathname.replace(/\/+$/, "");
+  parsed.pathname = normalizedPath || "/";
+  return parsed.toString().replace(/\/$/, "");
+}
+
+function parseProvider(value: string | undefined): Provider {
+  const trimmed = value?.trim().toLowerCase();
+  if (!trimmed) return "openai";
+  if (PROVIDERS.includes(trimmed as Provider)) return trimmed as Provider;
+  throw new Error(`Invalid SYBIL_TUI_DEFAULT_PROVIDER: ${value}`);
+}
+
+function parsePositiveInt(value: string | undefined, fallback: number) {
+  if (!value?.trim()) return fallback;
+  const parsed = Number.parseInt(value, 10);
+  if (!Number.isFinite(parsed) || parsed <= 0) {
+    throw new Error(`Invalid positive integer value: ${value}`);
+  }
+  return parsed;
+}
+
+const apiBaseUrlValue =
+  process.env.SYBIL_TUI_API_BASE_URL?.trim() || process.env.SYBIL_API_BASE_URL?.trim() || "http://127.0.0.1:8787";
+
+export const config = {
+  apiBaseUrl: normalizeBaseUrl(apiBaseUrlValue),
+  adminToken: process.env.SYBIL_TUI_ADMIN_TOKEN?.trim() || process.env.SYBIL_ADMIN_TOKEN?.trim() || null,
+  defaultProvider: parseProvider(process.env.SYBIL_TUI_DEFAULT_PROVIDER),
+  defaultModel: process.env.SYBIL_TUI_DEFAULT_MODEL?.trim() || null,
+  searchNumResults: parsePositiveInt(process.env.SYBIL_TUI_SEARCH_NUM_RESULTS, 10),
+};
--- a/tui/src/index.ts
+++ b/tui/src/index.ts
--- a/tui/src/types.ts
+++ b/tui/src/types.ts
@@ -0,0 +1,140 @@
+export type Provider = "openai" | "anthropic" | "xai";
+
+export type ProviderModelInfo = {
+  models: string[];
+  loadedAt: string | null;
+  error: string | null;
+};
+
+export type ModelCatalogResponse = {
+  providers: Record<Provider, ProviderModelInfo>;
+};
+
+export type ChatSummary = {
+  id: string;
+  title: string | null;
+  createdAt: string;
+  updatedAt: string;
+  initiatedProvider: Provider | null;
+  initiatedModel: string | null;
+  lastUsedProvider: Provider | null;
+  lastUsedModel: string | null;
+};
+
+export type SearchSummary = {
+  id: string;
+  title: string | null;
+  query: string | null;
+  createdAt: string;
+  updatedAt: string;
+};
+
+export type Message = {
+  id: string;
+  createdAt: string;
+  role: "system" | "user" | "assistant" | "tool";
+  content: string;
+  name: string | null;
+  metadata: unknown | null;
+};
+
+export type ToolCallEvent = {
+  toolCallId: string;
+  name: string;
+  status: "completed" | "failed";
+  summary: string;
+  args: Record<string, unknown>;
+  startedAt: string;
+  completedAt: string;
+  durationMs: number;
+  error?: string;
+  resultPreview?: string;
+};
+
+export type ChatDetail = {
+  id: string;
+  title: string | null;
+  createdAt: string;
+  updatedAt: string;
+  initiatedProvider: Provider | null;
+  initiatedModel: string | null;
+  lastUsedProvider: Provider | null;
+  lastUsedModel: string | null;
+  messages: Message[];
+};
+
+export type SearchResultItem = {
+  id: string;
+  createdAt: string;
+  rank: number;
+  title: string | null;
+  url: string;
+  publishedDate: string | null;
+  author: string | null;
+  text: string | null;
+  highlights: string[] | null;
+  highlightScores: number[] | null;
+  score: number | null;
+  favicon: string | null;
+  image: string | null;
+};
+
+export type SearchDetail = {
+  id: string;
+  title: string | null;
+  query: string | null;
+  createdAt: string;
+  updatedAt: string;
+  requestId: string | null;
+  latencyMs: number | null;
+  error: string | null;
+  answerText: string | null;
+  answerRequestId: string | null;
+  answerCitations: Array<{
+    id?: string;
+    url?: string;
+    title?: string | null;
+    publishedDate?: string | null;
+    author?: string | null;
+    text?: string | null;
+  }> | null;
+  answerError: string | null;
+  results: SearchResultItem[];
+};
+
+export type SearchRunRequest = {
+  query?: string;
+  title?: string;
+  type?: "auto" | "fast" | "deep" | "instant";
+  numResults?: number;
+  includeDomains?: string[];
+  excludeDomains?: string[];
+};
+
+export type CompletionRequestMessage = {
+  role: "system" | "user" | "assistant" | "tool";
+  content: string;
+  name?: string;
+};
+
+export type CompletionStreamHandlers = {
+  onMeta?: (payload: { chatId: string; callId: string; provider: Provider; model: string }) => void;
+  onToolCall?: (payload: ToolCallEvent) => void;
+  onDelta?: (payload: { text: string }) => void;
+  onDone?: (payload: { text: string; usage?: { inputTokens?: number; outputTokens?: number; totalTokens?: number } }) => void;
+  onError?: (payload: { message: string }) => void;
+};
+
+export type SearchStreamHandlers = {
+  onSearchResults?: (payload: { requestId: string | null; results: SearchResultItem[] }) => void;
+  onSearchError?: (payload: { error: string }) => void;
+  onAnswer?: (payload: { answerText: string | null; answerRequestId: string | null; answerCitations: SearchDetail["answerCitations"] }) => void;
+  onAnswerError?: (payload: { error: string }) => void;
+  onDone?: (payload: { search: SearchDetail }) => void;
+  onError?: (payload: { message: string }) => void;
+};
+
+export type SessionStatus = {
+  authenticated: true;
+  mode: "open" | "token";
+};
--- a/tui/tsconfig.json
+++ b/tui/tsconfig.json
@@ -0,0 +1,16 @@
+{
+  "compilerOptions": {
+    "target": "ES2022",
+    "module": "NodeNext",
+    "moduleResolution": "NodeNext",
+    "outDir": "dist",
+    "rootDir": "src",
+    "strict": true,
+    "noUncheckedIndexedAccess": true,
+    "exactOptionalPropertyTypes": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "types": ["node"]
+  },
+  "include": ["src/**/*.ts"]
+}
--- a/web/src/App.tsx
+++ b/web/src/App.tsx
@@ -27,6 +27,7 @@ import {
  type Message,
  type SearchDetail,
  type SearchSummary,
+  type ToolCallEvent,
 } from "@/lib/api";
 import { useSessionAuth } from "@/hooks/use-session-auth";
 import { cn } from "@/lib/utils";
@@ -139,6 +140,54 @@ function getChatModelSelection(chat: Pick<ChatSummary, "lastUsedProvider" | "las
  };
 }

+type ToolLogMetadata = {
+  kind: "tool_call";
+  toolCallId?: string;
+  toolName?: string;
+  status?: "completed" | "failed";
+  summary?: string;
+  args?: Record<string, unknown>;
+  startedAt?: string;
+  completedAt?: string;
+  durationMs?: number;
+  error?: string | null;
+  resultPreview?: string | null;
+};
+
+function asToolLogMetadata(value: unknown): ToolLogMetadata | null {
+  if (!value || typeof value !== "object" || Array.isArray(value)) return null;
+  const record = value as Record<string, unknown>;
+  if (record.kind !== "tool_call") return null;
+  return record as ToolLogMetadata;
+}
+
+function isToolCallLogMessage(message: Message) {
+  return asToolLogMetadata(message.metadata) !== null;
+}
+
+function buildOptimisticToolMessage(event: ToolCallEvent): Message {
+  return {
+    id: `temp-tool-${event.toolCallId}`,
+    createdAt: event.completedAt ?? new Date().toISOString(),
+    role: "tool",
+    content: event.summary,
+    name: event.name,
+    metadata: {
+      kind: "tool_call",
+      toolCallId: event.toolCallId,
+      toolName: event.name,
+      status: event.status,
+      summary: event.summary,
+      args: event.args,
+      startedAt: event.startedAt,
+      completedAt: event.completedAt,
+      durationMs: event.durationMs,
+      error: event.error ?? null,
+      resultPreview: event.resultPreview ?? null,
+    } satisfies ToolLogMetadata,
+  };
+}
+
 type ModelComboboxProps = {
  options: string[];
  value: string;
@@ -707,6 +756,7 @@ export default function App() {
      role: "user",
      content,
      name: null,
+      metadata: null,
    };

    const optimisticAssistantMessage: Message = {
@@ -715,6 +765,7 @@ export default function App() {
      role: "assistant",
      content: "",
      name: null,
+      metadata: null,
    };

    setPendingChatState({
@@ -758,7 +809,9 @@ export default function App() {
    }

    const requestMessages: CompletionRequestMessage[] = [
-      ...baseChat.messages.map((message) => ({
+      ...baseChat.messages
+        .filter((message) => !isToolCallLogMessage(message))
+        .map((message) => ({
        role: message.role,
        content: message.content,
        ...(message.name ? { name: message.name } : {}),
@@ -813,6 +866,35 @@ export default function App() {
          if (payload.chatId !== chatId) return;
          setPendingChatState((current) => (current ? { ...current, chatId: payload.chatId } : current));
        },
+        onToolCall: (payload) => {
+          setPendingChatState((current) => {
+            if (!current) return current;
+            if (
+              current.messages.some(
+                (message) =>
+                  asToolLogMetadata(message.metadata)?.toolCallId === payload.toolCallId || message.id === `temp-tool-${payload.toolCallId}`
+              )
+            ) {
+              return current;
+            }
+
+            const toolMessage = buildOptimisticToolMessage(payload);
+            const assistantIndex = current.messages.findIndex(
+              (message, index, all) => index === all.length - 1 && message.id.startsWith("temp-assistant-")
+            );
+            if (assistantIndex < 0) {
+              return { ...current, messages: current.messages.concat(toolMessage) };
+            }
+            return {
+              ...current,
+              messages: [
+                ...current.messages.slice(0, assistantIndex),
+                toolMessage,
+                ...current.messages.slice(assistantIndex),
+              ],
+            };
+          });
+        },
        onDelta: (payload) => {
          if (!payload.text) return;
          setPendingChatState((current) => {
--- a/web/src/components/chat/chat-messages-panel.tsx
+++ b/web/src/components/chat/chat-messages-panel.tsx
@@ -1,6 +1,7 @@
 import { cn } from "@/lib/utils";
 import type { Message } from "@/lib/api";
 import { MarkdownContent } from "@/components/markdown/markdown-content";
+import { Globe2, Link2, Wrench } from "lucide-preact";

 type Props = {
  messages: Message[];
@@ -8,6 +9,33 @@ type Props = {
  isSending: boolean;
 };

+type ToolLogMetadata = {
+  kind: "tool_call";
+  toolName?: string;
+  status?: "completed" | "failed";
+  summary?: string;
+};
+
+function asToolLogMetadata(value: unknown): ToolLogMetadata | null {
+  if (!value || typeof value !== "object" || Array.isArray(value)) return null;
+  const record = value as Record<string, unknown>;
+  if (record.kind !== "tool_call") return null;
+  return record as ToolLogMetadata;
+}
+
+function getToolSummary(message: Message, metadata: ToolLogMetadata) {
+  if (typeof metadata.summary === "string" && metadata.summary.trim()) return metadata.summary.trim();
+  const toolName = metadata.toolName?.trim() || message.name?.trim() || "unknown_tool";
+  return `Ran tool '${toolName}'.`;
+}
+
+function getToolIconName(toolName: string | null | undefined) {
+  const lowered = toolName?.toLowerCase() ?? "";
+  if (lowered.includes("search")) return "search";
+  if (lowered.includes("url") || lowered.includes("fetch") || lowered.includes("http")) return "fetch";
+  return "generic";
+}
+
 export function ChatMessagesPanel({ messages, isLoading, isSending }: Props) {
  const hasPendingAssistant = messages.some((message) => message.id.startsWith("temp-assistant-") && message.content.trim().length === 0);

@@ -16,6 +44,28 @@ export function ChatMessagesPanel({ messages, isLoading, isSending }: Props) {
      {isLoading && messages.length === 0 ? <p className="text-sm text-muted-foreground">Loading messages...</p> : null}
      <div className="mx-auto max-w-3xl space-y-6">
        {messages.map((message) => {
+          const toolLogMetadata = asToolLogMetadata(message.metadata);
+          if (message.role === "tool" && toolLogMetadata) {
+            const iconKind = getToolIconName(toolLogMetadata.toolName ?? message.name);
+            const Icon = iconKind === "search" ? Globe2 : iconKind === "fetch" ? Link2 : Wrench;
+            const isFailed = toolLogMetadata.status === "failed";
+            return (
+              <div key={message.id} className="flex justify-start">
+                <div
+                  className={cn(
+                    "inline-flex max-w-[85%] items-center gap-2 rounded-md border px-3 py-2 text-xs leading-5",
+                    isFailed
+                      ? "border-rose-500/40 bg-rose-950/20 text-rose-200"
+                      : "border-cyan-500/35 bg-cyan-950/20 text-cyan-100"
+                  )}
+                >
+                  <Icon className="h-3.5 w-3.5 shrink-0" />
+                  <span>{getToolSummary(message, toolLogMetadata)}</span>
+                </div>
+              </div>
+            );
+          }
+
          const isUser = message.role === "user";
          const isPendingAssistant = message.id.startsWith("temp-assistant-") && isSending && message.content.trim().length === 0;
          return (
--- a/web/src/lib/api.ts
+++ b/web/src/lib/api.ts
@@ -23,6 +23,20 @@ export type Message = {
  role: "system" | "user" | "assistant" | "tool";
  content: string;
  name: string | null;
+  metadata: unknown | null;
+};
+
+export type ToolCallEvent = {
+  toolCallId: string;
+  name: string;
+  status: "completed" | "failed";
+  summary: string;
+  args: Record<string, unknown>;
+  startedAt: string;
+  completedAt: string;
+  durationMs: number;
+  error?: string;
+  resultPreview?: string;
 };

 export type ChatDetail = {
@@ -113,6 +127,7 @@ type CompletionResponse = {

 type CompletionStreamHandlers = {
  onMeta?: (payload: { chatId: string; callId: string; provider: Provider; model: string }) => void;
+  onToolCall?: (payload: ToolCallEvent) => void;
  onDelta?: (payload: { text: string }) => void;
  onDone?: (payload: { text: string; usage?: { inputTokens?: number; outputTokens?: number; totalTokens?: number } }) => void;
  onError?: (payload: { message: string }) => void;
@@ -415,6 +430,7 @@ export async function runCompletionStream(
    }

    if (eventName === "meta") handlers.onMeta?.(payload);
+    else if (eventName === "tool_call") handlers.onToolCall?.(payload);
    else if (eventName === "delta") handlers.onDelta?.(payload);
    else if (eventName === "done") handlers.onDone?.(payload);
    else if (eventName === "error") handlers.onError?.(payload);
Author	SHA1	Message	Date
James Magahern	be6641de24	pgup/pgdown in transcript	2026-03-11 01:23:13 -07:00
James Magahern	72b3a0902a	Fix de-dup of user messages	2026-03-10 17:40:22 -07:00
James Magahern	49e30296b9	add TUI	2026-03-02 20:33:41 -08:00
James Magahern	e3253d1741	Enable streaming for tool call logs	2026-03-02 16:39:05 -08:00
James Magahern	991316e692	untested: iOS change for tool call logging	2026-03-02 16:18:10 -08:00
James Magahern	d5b06ce22a	[feature] adds web_search and fetch_url tool calls	2026-03-02 16:13:34 -08:00