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https://github.com/getpaseo/paseo.git
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Add multimodal prompt blocks for agent prompts
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@@ -36,7 +36,11 @@ export type AgentPersistenceHandle = {
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metadata?: AgentMetadata;
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};
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export type AgentPromptInput = string | { type: "text"; text: string }[];
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export type AgentPromptContentBlock =
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| { type: "text"; text: string }
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| { type: "image"; data: string; mimeType: string };
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export type AgentPromptInput = string | AgentPromptContentBlock[];
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export type AgentRunOptions = {
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outputSchema?: unknown;
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@@ -29,6 +29,7 @@ import type {
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AgentPermissionResponse,
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AgentPermissionUpdate,
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AgentPersistenceHandle,
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AgentPromptContentBlock,
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AgentPromptInput,
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AgentRunOptions,
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AgentRunResult,
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@@ -787,15 +788,32 @@ class ClaudeAgentSession implements AgentSession {
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}
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private toSdkUserMessage(prompt: AgentPromptInput): SDKUserMessage {
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const text = Array.isArray(prompt)
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? prompt.map((chunk) => chunk.text).join("\n\n")
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: prompt;
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const content = Array.isArray(prompt)
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? prompt.flatMap((chunk: AgentPromptContentBlock) => {
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if (chunk.type === "text") {
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return [{ type: "text", text: chunk.text }];
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}
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if (chunk.type === "image") {
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return [
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{
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type: "image",
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source: {
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type: "base64",
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media_type: chunk.mimeType,
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data: chunk.data,
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},
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},
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];
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}
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return [];
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})
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: [{ type: "text", text: prompt }];
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return {
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type: "user",
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message: {
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role: "user",
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content: [{ type: "text", text }],
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content,
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},
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parent_tool_use_id: null,
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session_id: this.claudeSessionId ?? this.pendingLocalId,
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@@ -2314,7 +2314,18 @@ function toPromptText(prompt: AgentPromptInput): string {
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if (typeof prompt === "string") {
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return prompt;
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}
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return prompt.map((chunk) => chunk.text).join("");
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const parts: string[] = [];
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for (const chunk of prompt) {
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if (chunk.type === "text") {
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parts.push(chunk.text);
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continue;
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}
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if (chunk.type === "image") {
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const dataUrl = `data:${chunk.mimeType};base64,${chunk.data}`;
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parts.push(``);
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}
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}
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return parts.join("\n\n");
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}
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function getCodexMcpCommand(): string {
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@@ -42,6 +42,7 @@ import type { ManagedAgent } from "./agent/agent-manager.js";
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import { toAgentPayload } from "./agent/agent-projections.js";
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import type {
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AgentPermissionResponse,
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AgentPromptContentBlock,
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AgentPromptInput,
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AgentSessionConfig,
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AgentStreamEvent,
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@@ -321,16 +322,14 @@ export class Session {
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if (!images || images.length === 0) {
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return normalized;
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}
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const attachmentSummary = images
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.map((image, index) => {
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const sizeKb = Math.round((image.data.length * 0.75) / 1024);
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return `Attachment ${index + 1}: ${image.mimeType}, ~${sizeKb}KB base64`;
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})
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.join("\n");
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const base = normalized.length > 0 ? normalized : "User shared image attachment(s).";
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return `${base}\n\n[Image attachments]\n${attachmentSummary}\n(Actual image bytes omitted; request a screenshot or file if needed.)`;
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const blocks: AgentPromptContentBlock[] = [];
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if (normalized.length > 0) {
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blocks.push({ type: "text", text: normalized });
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}
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for (const image of images) {
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blocks.push({ type: "image", data: image.data, mimeType: image.mimeType });
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}
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return blocks;
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}
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/**
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3
plan.md
3
plan.md
@@ -146,8 +146,9 @@ Improvements to the new agent screen in the app.
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- Test on web, iOS, and Android
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- **Done (2025-12-29 09:09)**: WHAT: `packages/app/src/contexts/session-context.tsx:1288-1334` adds web-specific image base64 conversion using fetch + FileReader (including data URI handling) and keeps native `FileSystem.readAsStringAsync` for non-web. RESULT: web image attachments are encoded without relying on `expo-file-system` web support. EVIDENCE: Not run (not requested).
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- [ ] **Fix**: Implement multimodal prompt building on server
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- [x] **Fix**: Implement multimodal prompt building on server
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- Modify `buildAgentPrompt` in `session.ts:316-334` to return structured content with images
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- Update `AgentPromptInput` type to support content blocks
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- Implement Claude-specific image content blocks
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- Implement Codex/OpenAI image handling
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- **Done (2025-12-29 09:14)**: WHAT: `packages/server/src/server/agent/agent-sdk-types.ts:39-43` adds `AgentPromptContentBlock` and extends `AgentPromptInput` to include image blocks; `packages/server/src/server/session.ts:317-333` now builds prompt blocks with text + image data; `packages/server/src/server/agent/providers/claude-agent.ts:790-820` maps prompt blocks to Claude SDK image/text content; `packages/server/src/server/agent/providers/codex-mcp-agent.ts:2313-2328` renders image blocks as data URLs in prompt text. RESULT: server prompts now carry image data for Claude and include image payloads for Codex/OpenAI flows instead of a text-only summary. EVIDENCE: Not run (not requested).
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