From b0914d0b2426b27169403400ae158661aa1b165e Mon Sep 17 00:00:00 2001 From: BarrelOfLube Date: Tue, 16 Sep 2025 10:27:51 -0700 Subject: [PATCH 1/6] Add core memory and memory management features - Introduced core memory functionality with create, update, append, prepend, and remove operations. - Implemented memory management with add, modify, remove, and list capabilities. - Enhanced search functionality for memories using embeddings. - Updated API definitions to include new core memory and memory methods. - Added tests for core memory and memory functionalities to ensure reliability. - Included a new utility script for renaming components and managing case variations. This commit lays the groundwork for improved memory handling in the application. --- example/convex/_generated/api.d.ts | 118 ++++++++++++- example/convex/modelsForDemo.ts | 8 +- example/package-lock.json | 34 ++++ example/package.json | 1 + rename.mjs | 259 +++++++++++++++++++++++++++++ src/client/index.ts | 2 +- src/client/search.test.ts | 10 +- src/client/search.ts | 115 ++++++++++--- src/client/types.ts | 8 + src/component/_generated/api.d.ts | 117 ++++++++++++- src/component/coreMemories.test.ts | 119 +++++++++++++ src/component/coreMemories.ts | 138 +++++++++++++++ src/component/memories.test.ts | 116 +++++++++++++ src/component/memories.ts | 203 ++++++++++++++++++++++ src/component/messages.ts | 1 - src/component/schema.ts | 11 +- src/component/vector/index.ts | 34 ++-- src/react/useUIMessages.ts | 2 +- test-assets/mornin_cat.jpeg | Bin 0 -> 454059 bytes 19 files changed, 1251 insertions(+), 45 deletions(-) create mode 100644 rename.mjs create mode 100644 src/component/coreMemories.test.ts create mode 100644 src/component/coreMemories.ts create mode 100644 src/component/memories.test.ts create mode 100644 src/component/memories.ts create mode 100644 test-assets/mornin_cat.jpeg diff --git a/example/convex/_generated/api.d.ts b/example/convex/_generated/api.d.ts index d562b3df..1d327411 100644 --- a/example/convex/_generated/api.d.ts +++ b/example/convex/_generated/api.d.ts @@ -135,6 +135,55 @@ export declare const components: { boolean >; }; + coreMemories: { + append: FunctionReference< + "mutation", + "internal", + { field: "persona" | "human"; text: string; userId?: string }, + null + >; + create: FunctionReference< + "mutation", + "internal", + { human?: string; persona?: string; userId?: string }, + string + >; + get: FunctionReference<"query", "internal", { userId?: string }, any>; + insert: FunctionReference< + "mutation", + "internal", + { + field: "persona" | "human"; + index: number; + text: string; + userId?: string; + }, + null + >; + prepend: FunctionReference< + "mutation", + "internal", + { field: "persona" | "human"; text: string; userId?: string }, + null + >; + remove: FunctionReference< + "mutation", + "internal", + { + field: "persona" | "human"; + index: number; + length: number; + userId?: string; + }, + null + >; + update: FunctionReference< + "mutation", + "internal", + { human?: string | null; persona?: string | null; userId?: string }, + null + >; + }; files: { addFile: FunctionReference< "mutation", @@ -209,6 +258,73 @@ export declare const components: { null | { fileId: string; storageId: string } >; }; + memories: { + add: FunctionReference< + "mutation", + "internal", + { + embedding?: { model: string; vector: Array }; + memory: string; + userId?: string; + }, + any + >; + get: FunctionReference< + "query", + "internal", + { memoryId: string; userId?: string }, + any + >; + list: FunctionReference< + "query", + "internal", + { limit?: number; userId?: string }, + any + >; + modify: FunctionReference< + "mutation", + "internal", + { + embedding?: null | { model: string; vector: Array }; + memoryId: string; + patch: { memory?: string }; + }, + any + >; + remove: FunctionReference< + "mutation", + "internal", + { memoryId: string }, + any + >; + search: FunctionReference< + "action", + "internal", + { + embedding?: Array; + embeddingModel?: string; + limit: number; + targetMessageId?: string; + userId?: string; + vectorScoreThreshold?: number; + }, + Array<{ + embeddingId?: + | string + | string + | string + | string + | string + | string + | string + | string + | string + | string; + memory: string; + userId?: string; + }> + >; + }; messages: { addMessages: FunctionReference< "mutation", @@ -838,7 +954,7 @@ export declare const components: { "mutation", "internal", { messageIds: Array }, - Array + any >; deleteByOrder: FunctionReference< "mutation", diff --git a/example/convex/modelsForDemo.ts b/example/convex/modelsForDemo.ts index 982a7f03..4a8f6031 100644 --- a/example/convex/modelsForDemo.ts +++ b/example/convex/modelsForDemo.ts @@ -4,13 +4,13 @@ import type { LanguageModelV2 } from "@ai-sdk/provider"; import { openai } from "@ai-sdk/openai"; import { groq } from "@ai-sdk/groq"; import { mockModel } from "@convex-dev/agent"; +import { google } from "@ai-sdk/google"; let languageModel: LanguageModelV2; let textEmbeddingModel: EmbeddingModel; if (process.env.OPENAI_API_KEY) { languageModel = openai.chat("gpt-4o-mini"); - textEmbeddingModel = openai.textEmbeddingModel("text-embedding-3-small"); } else if (process.env.GROQ_API_KEY) { languageModel = groq.languageModel( "meta-llama/llama-4-scout-17b-16e-instruct", @@ -24,5 +24,11 @@ if (process.env.OPENAI_API_KEY) { ); } +if (process.env.OPENAI_API_KEY) { + textEmbeddingModel = openai.textEmbeddingModel("text-embedding-3-small"); +} else if (process.env.GOOGLE_GENERATIVE_AI_API_KEY) { + textEmbeddingModel = google.textEmbedding("gemini-embedding-001"); +} + // If you want to use different models for examples, you can change them here. export { languageModel, textEmbeddingModel }; diff --git a/example/package-lock.json b/example/package-lock.json index d5fbd30a..66c6aa26 100644 --- a/example/package-lock.json +++ b/example/package-lock.json @@ -8,6 +8,7 @@ "name": "agent-example", "version": "0.0.0", "dependencies": { + "@ai-sdk/google": "^2.0.14", "@ai-sdk/groq": "^2.0.0", "@ai-sdk/openai": "^2.0.0", "@ai-sdk/provider": "^2.0.0", @@ -141,6 +142,39 @@ "zod": "^3.25.76 || ^4" } }, + "node_modules/@ai-sdk/google": { + "version": "2.0.14", + "resolved": "https://registry.npmjs.org/@ai-sdk/google/-/google-2.0.14.tgz", + "integrity": "sha512-OCBBkEUq1RNLkbJuD+ejqGsWDD0M5nRyuFWDchwylxy0J4HSsAiGNhutNYVTdnqmNw+r9LyZlkyZ1P4YfAfLdg==", + "license": "Apache-2.0", + "dependencies": { + "@ai-sdk/provider": "2.0.0", + "@ai-sdk/provider-utils": "3.0.9" + }, + "engines": { + "node": ">=18" + }, + "peerDependencies": { + "zod": "^3.25.76 || ^4" + } + }, + "node_modules/@ai-sdk/google/node_modules/@ai-sdk/provider-utils": { + "version": "3.0.9", + "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-3.0.9.tgz", + "integrity": "sha512-Pm571x5efqaI4hf9yW4KsVlDBDme8++UepZRnq+kqVBWWjgvGhQlzU8glaFq0YJEB9kkxZHbRRyVeHoV2sRYaQ==", + "license": "Apache-2.0", + "dependencies": { + "@ai-sdk/provider": "2.0.0", + "@standard-schema/spec": "^1.0.0", + "eventsource-parser": "^3.0.5" + }, + "engines": { + "node": ">=18" + }, + "peerDependencies": { + "zod": "^3.25.76 || ^4" + } + }, "node_modules/@ai-sdk/groq": { "version": "2.0.11", "resolved": "https://registry.npmjs.org/@ai-sdk/groq/-/groq-2.0.11.tgz", diff --git a/example/package.json b/example/package.json index 4f8c5691..f934332d 100644 --- a/example/package.json +++ b/example/package.json @@ -14,6 +14,7 @@ "lint": "tsc -p convex && eslint convex" }, "dependencies": { + "@ai-sdk/google": "^2.0.14", "@ai-sdk/groq": "^2.0.0", "@ai-sdk/openai": "^2.0.0", "@ai-sdk/provider": "^2.0.0", diff --git a/rename.mjs b/rename.mjs new file mode 100644 index 00000000..1aed24ef --- /dev/null +++ b/rename.mjs @@ -0,0 +1,259 @@ +import { readFileSync, writeFileSync, readdirSync, statSync } from "fs"; +import { join, extname, basename } from "path"; +import readline from "readline"; + +// Utility functions for case conversion +function toPascalCase(str) { + return str + .replace(/[-_\s]+(.)?/g, (_, char) => (char ? char.toUpperCase() : "")) + .replace(/^(.)/, (char) => char.toUpperCase()); +} + +function toCamelCase(str) { + const pascal = toPascalCase(str); + if (pascal === pascal.toUpperCase()) { + return pascal.toLowerCase(); + } + return pascal.charAt(0).toLowerCase() + pascal.slice(1); +} + +function toKebabCase(str) { + return str + .replace(/([a-z])([A-Z])/g, "$1-$2") + .replace(/[-_\s]+/g, "-") + .toLowerCase(); +} + +function toSnakeCase(str) { + return str + .replace(/([a-z])([A-Z])/g, "$1_$2") + .replace(/[-_\s]+/g, "_") + .toLowerCase(); +} + +function toSpaceCase(str) { + return str + .replace(/([a-z])([A-Z])/g, "$1 $2") + .replace(/[-_]+/g, " ") + .toLowerCase(); +} + +function toTitleCase(str) { + if (str === str.toUpperCase()) { + return str; + } + return toSpaceCase(str) + .split(" ") + .map((word) => word.charAt(0).toUpperCase() + word.slice(1)) + .join(" "); +} + +// Function to get all files recursively, excluding specified directories +function getAllFiles(dir, excludeDirs = [".git", "node_modules", ".cursor"]) { + const files = []; + + function traverse(currentPath) { + const items = readdirSync(currentPath); + for (const item of items) { + const fullPath = join(currentPath, item); + const stats = statSync(fullPath); + + if (stats.isDirectory()) { + if (!excludeDirs.includes(item)) { + traverse(fullPath); + } + } else { + // Only process text files (skip binary files) + const ext = extname(item).toLowerCase(); + const textExtensions = [ + ".ts", + ".tsx", + ".js", + ".jsx", + ".cjs", + ".mjs", + ".json", + ".md", + ".txt", + ".yaml", + ".yml", + ".html", + ".css", + ".scss", + ".less", + ".xml", + ".config", + ]; + + if (textExtensions.includes(ext) || !ext) { + files.push(fullPath); + } + } + } + } + + traverse(dir); + return files; +} + +// Function to replace all occurrences in a file +function replaceInFile(filePath, replacements) { + try { + let content = readFileSync(filePath, "utf8"); + let hasChanges = false; + + for (const [oldText, newText] of replacements) { + if (content.includes(oldText)) { + content = content.replaceAll(oldText, newText); + hasChanges = true; + } + } + + if (hasChanges) { + writeFileSync(filePath, content, "utf8"); + console.log(`Updated: ${filePath}`); + } + } catch (error) { + // Skip files that can't be read as text + if (error.code !== "EISDIR") { + console.warn(`Warning: Could not process ${filePath}: ${error.message}`); + } + } +} + +// Main setup function +async function setup() { + console.log("šŸš€ Convex Component Setup\n"); + + const rl = readline.createInterface({ + input: process.stdin, + output: process.stdout, + }); + + // Current directory name + const currentDirName = basename(process.cwd()); + + // Prompt for component name + const componentName = await new Promise((resolve) => { + rl.question( + `Enter your component name (e.g., "document search" or "RAG") [${currentDirName}]: `, + (answer) => { + resolve(answer.trim() || currentDirName); + } + ); + }); + + if (!componentName.trim()) { + console.error("āŒ Component name is required!"); + process.exit(1); + } + + // Prompt for npm package name + const npmPackageName = await new Promise((resolve) => { + rl.question( + `Enter your npm package name [@convex-dev/${toKebabCase(componentName)}]: `, + (answer) => { + resolve(answer.trim() || `@convex-dev/${toKebabCase(componentName)}`); + } + ); + }); + + // Prompt for repository name + const repoName = await new Promise((resolve) => { + rl.question( + `Enter your repository name [get-convex/${toKebabCase(componentName)}]: `, + (answer) => { + resolve(answer.trim() || `get-convex/${toKebabCase(componentName)}`); + } + ); + }); + + rl.close(); + + // Generate all case variations + const cases = { + pascal: toPascalCase(componentName), + camel: toCamelCase(componentName), + kebab: toKebabCase(componentName), + snake: toSnakeCase(componentName), + space: toSpaceCase(componentName), + title: toTitleCase(componentName), + }; + + console.log("\nšŸ“ Component name variations:"); + console.log(` PascalCase: ${cases.pascal}`); + console.log(` camelCase: ${cases.camel}`); + console.log(` kebab-case: ${cases.kebab}`); + console.log(` snake_case: ${cases.snake}`); + console.log(` space case: ${cases.space}`); + console.log(` Title Case: ${cases.title}`); + console.log(` NPM package: ${npmPackageName}`); + console.log(` Repository: ${repoName}\n`); + + // Define all replacements + const replacements = [ + // NPM package name + ["@useautumn/convex", npmPackageName], + + // Repository name + ["useautumn/autumn-js", repoName], + + // Component name variations + ["Autumn", cases.pascal], + ["autumn", cases.camel], + ["autumn", cases.kebab], + ["autumn", cases.snake], + ["autumn", cases.space], + ["Autumn", cases.title], + ]; + + console.log("šŸ” Finding files to update..."); + const files = getAllFiles("."); + console.log(`Found ${files.length} files to process.\n`); + + console.log("šŸ”„ Processing files..."); + let processedCount = 0; + + for (const file of files) { + replaceInFile(file, replacements); + processedCount++; + } + + console.log(`\nāœ… Setup complete! Processed ${processedCount} files.`); + console.log("\nšŸ“‹ Next steps: check out README.md"); + + // Prompt to delete rename.mjs + const rl2 = readline.createInterface({ + input: process.stdin, + output: process.stdout, + }); + + const shouldDelete = await new Promise((resolve) => { + rl2.question( + "\nšŸ—‘ļø Would you like to delete the rename.mjs file now? (y/N): ", + (answer) => { + resolve( + answer.toLowerCase().trim() === "y" || + answer.toLowerCase().trim() === "yes" + ); + } + ); + }); + + rl2.close(); + + if (shouldDelete) { + try { + const { unlinkSync } = await import("fs"); + unlinkSync("./rename.mjs"); + console.log("āœ… rename.mjs has been deleted."); + } catch (error) { + console.error("āŒ Failed to delete rename.mjs:", error.message); + } + } else { + console.log("šŸ“ rename.mjs kept. You can delete it manually when ready."); + } +} + +// Run the setup +setup().catch(console.error); \ No newline at end of file diff --git a/src/client/index.ts b/src/client/index.ts index e20b7887..7c01a24d 100644 --- a/src/client/index.ts +++ b/src/client/index.ts @@ -1670,4 +1670,4 @@ function errorToString(error: unknown): string { return error.message; } return String(error); -} +} \ No newline at end of file diff --git a/src/client/search.test.ts b/src/client/search.test.ts index cfb2e198..cf691f92 100644 --- a/src/client/search.test.ts +++ b/src/client/search.test.ts @@ -750,6 +750,7 @@ describe("search.ts", () => { ...args.inputPrompt, ...args.recent, ...args.search, + ...args.coreMemory, ...args.existingResponses, ]; }); @@ -780,6 +781,7 @@ describe("search.ts", () => { inputPrompt: expect.arrayContaining([ expect.objectContaining({ content: "Custom prompt" }), ]), + coreMemory: expect.any(Array), existingResponses: [], // No existing responses in this test userId: "userContext", threadId, @@ -807,6 +809,7 @@ describe("search.ts", () => { const contextHandler = vi.fn(async (ctx, args) => { const allMessages = [ ...args.search, + ...args.coreMemory, ...args.recent, ...args.inputMessages, ...args.inputPrompt, @@ -854,7 +857,7 @@ describe("search.ts", () => { content: "This is a custom system message added by contextHandler", }; - return [customSystemMessage, ...args.recent, ...args.inputPrompt]; + return [customSystemMessage, ...args.coreMemory, ...args.recent, ...args.inputPrompt]; }); const result = await fetchContextWithPrompt(ctx, components.agent, { @@ -889,7 +892,7 @@ describe("search.ts", () => { const contextHandler = vi.fn(async (ctx, args) => { // Put search messages first, then recent, then prompt - return [...args.search, ...args.recent, ...args.inputPrompt]; + return [...args.search, ...args.coreMemory, ...args.recent, ...args.inputPrompt]; }); const result = await fetchContextWithPrompt(ctx, components.agent, { @@ -914,6 +917,7 @@ describe("search.ts", () => { expect.objectContaining({ search: expect.any(Array), recent: expect.any(Array), + coreMemory: expect.any(Array), inputPrompt: expect.arrayContaining([ expect.objectContaining({ content: "Tell me about cats" }), ]), @@ -950,6 +954,7 @@ describe("search.ts", () => { // Put existing responses first to test they're properly identified return [ ...args.recent, + ...args.coreMemory, ...args.existingResponses, ...args.inputPrompt, ]; @@ -972,6 +977,7 @@ describe("search.ts", () => { recent: expect.arrayContaining([ expect.objectContaining({ content: "Before prompt" }), ]), + coreMemory: expect.any(Array), existingResponses: expect.arrayContaining([ expect.objectContaining({ content: "Existing response 1" }), expect.objectContaining({ content: "Existing response 2" }), diff --git a/src/client/search.ts b/src/client/search.ts index 8a9be7ac..365cafe9 100644 --- a/src/client/search.ts +++ b/src/client/search.ts @@ -31,6 +31,7 @@ import { inlineMessagesFiles } from "./files.js"; import { deserializeMessage } from "../mapping.js"; const DEFAULT_VECTOR_SCORE_THRESHOLD = 0.0; +const DEFAULT_MEMORY_LIMIT = 5; // 10k characters should be more than enough for most cases, and stays under // the 8k token limit for some models. const MAX_EMBEDDING_TEXT_LENGTH = 10_000; @@ -110,6 +111,8 @@ export async function fetchRecentAndSearchMessages( upToAndIncludingMessageId?: string; contextOptions: ContextOptions; getEmbedding?: GetEmbedding; + embedding?: number[]; + embeddingModel?: string; }, ): Promise<{ recentMessages: MessageDoc[]; searchMessages: MessageDoc[] }> { assert(args.userId || args.threadId, "Specify userId or threadId"); @@ -146,8 +149,8 @@ export async function fetchRecentAndSearchMessages( throw new Error("searchUserMessages only works in an action"); } let text = args.searchText; - let embedding: number[] | undefined; - let embeddingModel: string | undefined; + let embedding: number[] | undefined = args.embedding; + let embeddingModel: string | undefined = args.embeddingModel; if (!text) { if (targetMessageId) { const targetMessage = recentMessages.find( @@ -292,7 +295,7 @@ export async function embedMessages( // Find the indexes of the messages that have text. const textIndexes = messageTexts .map((t, i) => (t ? i : undefined)) - .filter((i) => i !== undefined); + .filter((i): i is number => i !== undefined); if (textIndexes.length === 0) { return undefined; } @@ -451,6 +454,7 @@ export async function fetchContextWithPrompt( const promptArray = getPromptArray(args.prompt); + // Compute search text and embedding at the root and pass down to dependents const searchText = promptArray.length ? extractText(promptArray.at(-1)!) : args.promptMessageId @@ -458,6 +462,40 @@ export async function fetchContextWithPrompt( : args.messages?.at(-1) ? extractText(args.messages.at(-1)!) : undefined; + let embedding: number[] | undefined; + let embeddingModel: string | undefined; + if (args.promptMessageId) { + const targetSearchFields = await ctx.runQuery( + component.messages.getMessageSearchFields, + { messageId: args.promptMessageId }, + ); + embedding = targetSearchFields.embedding; + embeddingModel = targetSearchFields.embeddingModel; + // If no embedding saved but we have text + model, embed once here + if (!embedding && targetSearchFields.text && textEmbeddingModel) { + const embedded = await embedMany(ctx, { + ...args, + userId, + threadId, + values: [targetSearchFields.text], + textEmbeddingModel, + }); + embedding = embedded.embeddings[0]; + embeddingModel = getModelName(textEmbeddingModel); + + // TODO: save the embedding to the database + } + } else if (searchText && textEmbeddingModel) { + const embedded = await embedMany(ctx, { + ...args, + userId, + threadId, + values: [searchText], + textEmbeddingModel, + }); + embedding = embedded.embeddings[0]; + embeddingModel = getModelName(textEmbeddingModel); + } // If only a messageId is provided, this will add that message to the end. const { recentMessages, searchMessages } = await fetchRecentAndSearchMessages( ctx, @@ -468,23 +506,8 @@ export async function fetchContextWithPrompt( targetMessageId: args.promptMessageId, searchText, contextOptions: args.contextOptions ?? {}, - getEmbedding: async (text) => { - assert( - textEmbeddingModel, - "A textEmbeddingModel is required to be set on the Agent that you're doing vector search with", - ); - return { - embedding: ( - await embedMany(ctx, { - ...args, - userId, - values: [text], - textEmbeddingModel, - }) - ).embeddings[0], - textEmbeddingModel, - }; - }, + embedding, + embeddingModel, }, ); @@ -524,19 +547,61 @@ export async function fetchContextWithPrompt( const search = searchMessages .map((m) => m.message) - .filter((m) => !!m) + .filter((m): m is NonNullable => !!m) .map(deserializeMessage); const recent = prePromptDocs .map((m) => m.message) - .filter((m) => !!m) + .filter((m): m is NonNullable => !!m) .map(deserializeMessage); const inputMessages = messages.map(deserializeMessage); const inputPrompt = promptArray.map(deserializeMessage); const existingResponses = existingResponseDocs .map((m) => m.message) - .filter((m) => !!m) + .filter((m): m is NonNullable => !!m) .map(deserializeMessage); + // Fetch core memory for the user + const coreMemory = await ctx.runQuery(component.coreMemories.get, { userId }); + const coreMemoryMessages: ModelMessage[] = []; + + if (coreMemory) { + if (coreMemory.persona) { + coreMemoryMessages.push({ + role: "system", + content: `Core Memory - Agent Persona: ${coreMemory.persona}`, + }); + } + if (coreMemory.human) { + coreMemoryMessages.push({ + role: "system", + content: `Core Memory - Human Context: ${coreMemory.human}`, + }); + } + } + + // Fetch memories for the user via vector search (if possible) + let memoriesMessages: ModelMessage[] = []; + if (embedding || args.promptMessageId) { + const memoryLimit = Math.min( + DEFAULT_MEMORY_LIMIT, + args.contextOptions?.searchOptions?.limit ?? 10, + ); + const memories = await ctx.runAction(component.memories.search, { + userId, + targetMessageId: args.promptMessageId, + embedding, + embeddingModel, + limit: memoryLimit, + vectorScoreThreshold: + args.contextOptions?.searchOptions?.vectorScoreThreshold ?? + DEFAULT_VECTOR_SCORE_THRESHOLD, + }); + memoriesMessages = memories.map((m) => ({ + role: "system", + content: `Archival Memory: ${m.memory}`, + })); + } + let processedMessages = args.contextHandler ? await args.contextHandler(ctx, { search, @@ -544,11 +609,15 @@ export async function fetchContextWithPrompt( inputMessages, inputPrompt, existingResponses, + coreMemory: coreMemoryMessages, + memories: memoriesMessages, userId, threadId, }) : [ ...search, + ...coreMemoryMessages, + ...memoriesMessages, ...recent, ...inputMessages, ...inputPrompt, diff --git a/src/client/types.ts b/src/client/types.ts index cf25eaea..d99fa83e 100644 --- a/src/client/types.ts +++ b/src/client/types.ts @@ -268,6 +268,14 @@ export type ContextHandler = ( * message. */ existingResponses: ModelMessage[]; + /** + * Core memory messages for the user, injected as system messages. + */ + coreMemory: ModelMessage[]; + /** + * Memories (Archival: aka long term memory) for the user, injected as system messages. + */ + memories: ModelMessage[]; /** * The user associated with the generation, if any. */ diff --git a/src/component/_generated/api.d.ts b/src/component/_generated/api.d.ts index 7419e6dc..665a10b4 100644 --- a/src/component/_generated/api.d.ts +++ b/src/component/_generated/api.d.ts @@ -9,7 +9,9 @@ */ import type * as apiKeys from "../apiKeys.js"; +import type * as coreMemories from "../coreMemories.js"; import type * as files from "../files.js"; +import type * as memories from "../memories.js"; import type * as messages from "../messages.js"; import type * as streams from "../streams.js"; import type * as threads from "../threads.js"; @@ -33,7 +35,9 @@ import type { */ declare const fullApi: ApiFromModules<{ apiKeys: typeof apiKeys; + coreMemories: typeof coreMemories; files: typeof files; + memories: typeof memories; messages: typeof messages; streams: typeof streams; threads: typeof threads; @@ -55,6 +59,55 @@ export type Mounts = { issue: FunctionReference<"mutation", "public", { name?: string }, string>; validate: FunctionReference<"query", "public", { apiKey: string }, boolean>; }; + coreMemories: { + append: FunctionReference< + "mutation", + "public", + { field: "persona" | "human"; text: string; userId?: string }, + null + >; + create: FunctionReference< + "mutation", + "public", + { human?: string; persona?: string; userId?: string }, + string + >; + get: FunctionReference<"query", "public", { userId?: string }, any>; + insert: FunctionReference< + "mutation", + "public", + { + field: "persona" | "human"; + index: number; + text: string; + userId?: string; + }, + null + >; + prepend: FunctionReference< + "mutation", + "public", + { field: "persona" | "human"; text: string; userId?: string }, + null + >; + remove: FunctionReference< + "mutation", + "public", + { + field: "persona" | "human"; + index: number; + length: number; + userId?: string; + }, + null + >; + update: FunctionReference< + "mutation", + "public", + { human?: string | null; persona?: string | null; userId?: string }, + null + >; + }; files: { addFile: FunctionReference< "mutation", @@ -119,6 +172,68 @@ export type Mounts = { null | { fileId: string; storageId: string } >; }; + memories: { + add: FunctionReference< + "mutation", + "public", + { + embedding?: { model: string; vector: Array }; + memory: string; + userId?: string; + }, + any + >; + get: FunctionReference< + "query", + "public", + { memoryId: string; userId?: string }, + any + >; + list: FunctionReference< + "query", + "public", + { limit?: number; userId?: string }, + any + >; + modify: FunctionReference< + "mutation", + "public", + { + embedding?: null | { model: string; vector: Array }; + memoryId: string; + patch: { memory?: string }; + }, + any + >; + remove: FunctionReference<"mutation", "public", { memoryId: string }, any>; + search: FunctionReference< + "action", + "public", + { + embedding?: Array; + embeddingModel?: string; + limit: number; + targetMessageId?: string; + userId?: string; + vectorScoreThreshold?: number; + }, + Array<{ + embeddingId?: + | string + | string + | string + | string + | string + | string + | string + | string + | string + | string; + memory: string; + userId?: string; + }> + >; + }; messages: { addMessages: FunctionReference< "mutation", @@ -666,7 +781,7 @@ export type Mounts = { "mutation", "public", { messageIds: Array }, - Array + any >; deleteByOrder: FunctionReference< "mutation", diff --git a/src/component/coreMemories.test.ts b/src/component/coreMemories.test.ts new file mode 100644 index 00000000..d5e0d37b --- /dev/null +++ b/src/component/coreMemories.test.ts @@ -0,0 +1,119 @@ +/// + +import { convexTest } from "convex-test"; +import { describe, expect, test } from "vitest"; +import { api } from "./_generated/api.js"; +import type { Id } from "./_generated/dataModel.js"; +import schema from "./schema.js"; +import { modules } from "./setup.test.js"; + +describe("coreMemories", () => { + test("create, get and update fields", async () => { + const t = convexTest(schema, modules); + + const id = await t.mutation(api.coreMemories.create, { + userId: "u1", + persona: "p1", + human: "h1", + }); + + const got = await t.query(api.coreMemories.get, { userId: "u1" }); + expect(got?._id).toBe(id); + expect(got?.persona).toBe("p1"); + expect(got?.human).toBe("h1"); + + await t.mutation(api.coreMemories.update, { + userId: "u1", + persona: "p2", + }); + + const after = await t.query(api.coreMemories.get, { userId: "u1" }); + expect(after?.persona).toBe("p2"); + expect(after?.human).toBe("h1"); + }); + + test("update supports null to unset fields", async () => { + const t = convexTest(schema, modules); + + await t.mutation(api.coreMemories.create, { + userId: "u2", + persona: "p1", + human: "h1", + }); + + await t.mutation(api.coreMemories.update, { + userId: "u2", + persona: null, + }); + + const got = await t.query(api.coreMemories.get, { userId: "u2" }); + expect(got?.persona).toBeUndefined(); + expect(got?.human).toBe("h1"); + }); + + test("append and prepend modify specified field", async () => { + const t = convexTest(schema, modules); + const id = await t.mutation(api.coreMemories.create, { userId: "u3" }); + + await t.mutation(api.coreMemories.append, { + userId: "u3", + field: "persona", + text: "A", + }); + await t.mutation(api.coreMemories.append, { + userId: "u3", + field: "persona", + text: "B", + }); + let got = await t.query(api.coreMemories.get, { userId: "u3" }); + expect(got?._id).toBe(id as Id<"coreMemories">); + expect(got?.persona).toBe("AB"); + + await t.mutation(api.coreMemories.prepend, { + userId: "u3", + field: "persona", + text: "Z", + }); + got = await t.query(api.coreMemories.get, { userId: "u3" }); + expect(got?.persona).toBe("ZAB"); + }); + + test("insert and remove operate by index and length bounds", async () => { + const t = convexTest(schema, modules); + + await t.mutation(api.coreMemories.create, { + userId: "u4", + human: "hello", + }); + + // insert at index 2 + await t.mutation(api.coreMemories.insert, { + userId: "u4", + field: "human", + index: 2, + text: "-X-", + }); + let got = await t.query(api.coreMemories.get, { userId: "u4" }); + expect(got?.human).toBe("he-X-llo"); + + // remove the inserted segment + await t.mutation(api.coreMemories.remove, { + userId: "u4", + field: "human", + index: 2, + length: 3, + }); + got = await t.query(api.coreMemories.get, { userId: "u4" }); + expect(got?.human).toBe("hello"); + }); + + test("create prevents duplicates per userId", async () => { + const t = convexTest(schema, modules); + const id = await t.mutation(api.coreMemories.create, { userId: "u5" }); + const again = await t.mutation(api.coreMemories.create, { userId: "u5" }); + // Should keep the same document (get returns the existing one) + const got = await t.query(api.coreMemories.get, { userId: "u5" }); + expect(got?._id).toBe(id); + expect(again).toBe(id); + }); +}); diff --git a/src/component/coreMemories.ts b/src/component/coreMemories.ts new file mode 100644 index 00000000..891e774e --- /dev/null +++ b/src/component/coreMemories.ts @@ -0,0 +1,138 @@ +import { assert } from "convex-helpers"; +import { mutation, query } from "./_generated/server.js"; +import { v } from "convex/values"; +import type { Doc } from "./_generated/dataModel.js"; + +export const get = query({ + args: { + userId: v.optional(v.string()), + }, + handler: async (ctx, args) => { + return await ctx.db.query("coreMemories").withIndex("userId", (q) => q.eq("userId", args.userId)).first(); + }, +}); + +export const create = mutation({ + args: { + userId: v.optional(v.string()), + persona: v.optional(v.string()), + human: v.optional(v.string()), + }, + returns: v.id("coreMemories"), + handler: async (ctx, args) => { + const doc: Doc<"coreMemories"> | null = await ctx.db + .query("coreMemories") + .withIndex("userId", (q) => q.eq("userId", args.userId)) + .first(); + if (doc) { + assert(doc.userId === args.userId, `Core memory for user ${args.userId} already exists`); + return doc._id; + } + return ctx.db.insert("coreMemories", args); + }, +}); + +export const update = mutation({ + args: { + userId: v.optional(v.string()), + persona: v.optional(v.union(v.string(), v.null())), + human: v.optional(v.union(v.string(), v.null())), + }, + returns: v.null(), + handler: async (ctx, args) => { + const doc = await ctx.db + .query("coreMemories") + .withIndex("userId", (q) => q.eq("userId", args.userId)) + .first(); + assert(doc, `Core memory for user ${args.userId} not found`); + await ctx.db.patch(doc._id, { + ...(args.persona !== undefined ? { persona: args.persona ?? undefined } : {}), + ...(args.human !== undefined ? { human: args.human ?? undefined } : {}), + }); + return null; + }, +}); + +export const append = mutation({ + args: { + userId: v.optional(v.string()), + field: v.union(v.literal("persona"), v.literal("human")), + text: v.string(), + }, + returns: v.null(), + handler: async (ctx, args) => { + const doc = await ctx.db + .query("coreMemories") + .withIndex("userId", (q) => q.eq("userId", args.userId)) + .first(); + assert(doc, `Core memory for user ${args.userId} not found`); + const base = (doc[args.field] as string | undefined) ?? ""; + await ctx.db.patch(doc._id, { [args.field]: base + args.text }); + return null; + }, +}); + +export const prepend = mutation({ + args: { + userId: v.optional(v.string()), + field: v.union(v.literal("persona"), v.literal("human")), + text: v.string(), + }, + returns: v.null(), + handler: async (ctx, args) => { + const doc = await ctx.db + .query("coreMemories") + .withIndex("userId", (q) => q.eq("userId", args.userId)) + .first(); + assert(doc, `Core memory for user ${args.userId} not found`); + const base = (doc[args.field] as string | undefined) ?? ""; + await ctx.db.patch(doc._id, { [args.field]: args.text + base }); + return null; + }, +}); + +export const insert = mutation({ + args: { + userId: v.optional(v.string()), + field: v.union(v.literal("persona"), v.literal("human")), + index: v.number(), + text: v.string(), + }, + returns: v.null(), + handler: async (ctx, args) => { + const doc = await ctx.db + .query("coreMemories") + .withIndex("userId", (q) => q.eq("userId", args.userId)) + .first(); + assert(doc, `Core memory for user ${args.userId} not found`); + const base = (doc[args.field] as string | undefined) ?? ""; + const i = Math.max(0, Math.min(base.length, Math.floor(args.index))); + const updated = base.slice(0, i) + args.text + base.slice(i); + await ctx.db.patch(doc._id, { [args.field]: updated }); + return null; + }, +}); + +export const remove = mutation({ + args: { + userId: v.optional(v.string()), + field: v.union(v.literal("persona"), v.literal("human")), + index: v.number(), + length: v.number(), + }, + returns: v.null(), + handler: async (ctx, args) => { + const doc = await ctx.db + .query("coreMemories") + .withIndex("userId", (q) => q.eq("userId", args.userId)) + .first(); + assert(doc, `Core memory for user ${args.userId} not found`); + const base = (doc[args.field] as string | undefined) ?? ""; + const start = Math.max(0, Math.min(base.length, Math.floor(args.index))); + const len = Math.max(0, Math.floor(args.length)); + const end = Math.max(start, Math.min(base.length, start + len)); + const updated = base.slice(0, start) + base.slice(end); + await ctx.db.patch(doc._id, { [args.field]: updated }); + return null; + }, +}); diff --git a/src/component/memories.test.ts b/src/component/memories.test.ts new file mode 100644 index 00000000..1d663e18 --- /dev/null +++ b/src/component/memories.test.ts @@ -0,0 +1,116 @@ +/// + +import { convexTest } from "convex-test"; +import { describe, expect, test } from "vitest"; +import { api, internal } from "./_generated/api.js"; +import type { Id } from "./_generated/dataModel.js"; +import schema from "./schema.js"; +import { modules } from "./setup.test.js"; + +describe("memories", () => { + test("add, get, list and remove basic memory", async () => { + const t = convexTest(schema, modules); + + // add + const memoryId = await t.mutation(api.memories.add, { + userId: "user1", + memory: "alpha", + }); + + // get + const fetched = await t.query(api.memories.get, { + userId: "user1", + memoryId: memoryId as Id<"memories">, + }); + expect(fetched?.memory).toBe("alpha"); + expect(fetched?.userId).toBe("user1"); + + // list + const list = await t.query(api.memories.list, { userId: "user1", limit: 10 }); + expect(list).toHaveLength(1); + expect(list[0]._id).toBe(memoryId); + + // remove + await t.mutation(api.memories.remove, { memoryId: memoryId as Id<"memories"> }); + const after = await t.query(api.memories.list, { userId: "user1", limit: 10 }); + expect(after).toHaveLength(0); + }); + + test("add with embedding creates vector row and modify updates it", async () => { + const t = convexTest(schema, modules); + + // Add with embedding + const id = await t.mutation(api.memories.add, { + userId: "u2", + memory: "with embedding", + embedding: { model: "test-model", vector: Array.from({ length: 128 }, (_, i) => i) }, + }); + + const got1 = await t.query(api.memories.get, { + userId: "u2", + memoryId: id as Id<"memories">, + }); + expect(got1?.embeddingId).toBeTruthy(); + + // Modify memory text only + const updated1 = await t.mutation(api.memories.modify, { + memoryId: id as Id<"memories">, + patch: { memory: "updated" }, + }); + expect(updated1.memory).toBe("updated"); + expect(updated1.embeddingId).toBe(got1!.embeddingId); + + // Modify embedding: replace with a new vector + const updated2 = await t.mutation(api.memories.modify, { + memoryId: id as Id<"memories">, + patch: {}, + embedding: { model: "test-model", vector: Array.from({ length: 128 }, () => 1) }, + }); + expect(updated2.embeddingId).toBeTruthy(); + expect(updated2.embeddingId).not.toBe(got1!.embeddingId); + + // Remove embedding: pass null + const updated3 = await t.mutation(api.memories.modify, { + memoryId: id as Id<"memories">, + patch: {}, + embedding: null, + }); + expect(updated3.embeddingId).toBeUndefined(); + }); + + test("fetchSearchMemories returns docs by embeddingIds and filters by userId", async () => { + const t = convexTest(schema, modules); + + // Insert memories with embeddings for two users + const id1 = await t.mutation(api.memories.add, { + userId: "searchUser1", + memory: "first", + embedding: { model: "test-model", vector: Array.from({ length: 128 }, () => 0) }, + }); + const id2 = await t.mutation(api.memories.add, { + userId: "searchUser2", + memory: "second", + embedding: { model: "test-model", vector: Array.from({ length: 128 }, () => 0.001) }, + }); + + const m1 = await t.query(api.memories.get, { userId: "searchUser1", memoryId: id1 as Id<"memories"> }); + const m2 = await t.query(api.memories.get, { userId: "searchUser2", memoryId: id2 as Id<"memories"> }); + + // Fetch by both embeddingIds but with user filter + const results1 = await t.query(internal.memories.fetchSearchMemories, { + embeddingIds: [m1!.embeddingId!, m2!.embeddingId!], + userId: "searchUser1", + }); + + expect(results1).toHaveLength(1); + expect(results1[0]._id).toBe(id1); + + const results2 = await t.query(internal.memories.fetchSearchMemories, { + embeddingIds: [m1!.embeddingId!, m2!.embeddingId!], + userId: "searchUser2", + }); + + expect(results2).toHaveLength(1); + expect(results2[0]._id).toBe(id2); + }); +}); diff --git a/src/component/memories.ts b/src/component/memories.ts new file mode 100644 index 00000000..cfd1fa89 --- /dev/null +++ b/src/component/memories.ts @@ -0,0 +1,203 @@ +import { assert } from "convex-helpers"; +import { + action, + internalQuery, + mutation, + query, +} from "./_generated/server.js"; +import { v } from "./schema.js"; +import { api, internal } from "./_generated/api.js"; +import { vVectorId, validateVectorDimension, type VectorTableId } from "./vector/tables.js"; +import { insertVector, searchVectors } from "./vector/index.js"; +import type { Doc } from "./_generated/dataModel.js"; +import * as schema from "./schema.js"; + +export const get = query({ + args: { + userId: v.optional(v.string()), + memoryId: v.id("memories"), + }, + handler: async (ctx, args) => { + const doc = await ctx.db.get(args.memoryId); + assert(doc && (args.userId ? doc.userId === args.userId : true), `Memory ${args.memoryId} not found`); + return doc; + }, +}); + +export const add = mutation({ + args: { + userId: v.optional(v.string()), + memory: v.string(), + embedding: v.optional( + v.object({ model: v.string(), vector: v.array(v.number()) }), + ), + }, + handler: async (ctx, args) => { + const userId = args.userId; + let embeddingId: VectorTableId | undefined; + if (args.embedding) { + const dimension = args.embedding.vector.length; + validateVectorDimension(dimension); + embeddingId = await insertVector(ctx, dimension, { + model: args.embedding.model, + vector: args.embedding.vector, + table: "memories", + userId, + }); + } + return await ctx.db.insert("memories", { + userId, + memory: args.memory, + embeddingId, + }); + }, +}); + +export const modify = mutation({ + args: { + memoryId: v.id("memories"), + patch: v.object({ memory: v.optional(v.string()) }), + embedding: v.optional( + v.union( + v.null(), + v.object({ model: v.string(), vector: v.array(v.number()) }), + ), + ), + }, + handler: async (ctx, args) => { + const doc = await ctx.db.get(args.memoryId); + assert(doc, `Memory ${args.memoryId} not found`); + + // Handle embedding update + if (args.embedding !== undefined) { + if (doc.embeddingId) { + await ctx.db.delete(doc.embeddingId); + } + let embeddingId: VectorTableId | undefined = undefined; + if (args.embedding) { + const dimension = args.embedding.vector.length; + validateVectorDimension(dimension); + embeddingId = await insertVector(ctx, dimension, { + model: args.embedding.model, + vector: args.embedding.vector, + table: "memories", + userId: doc.userId, + }); + } + await ctx.db.patch(args.memoryId, { embeddingId }); + } + + if (args.patch && Object.keys(args.patch).length > 0) { + await ctx.db.patch(args.memoryId, args.patch); + } + return (await ctx.db.get(args.memoryId))!; + }, +}); + +export const remove = mutation({ + args: { memoryId: v.id("memories") }, + handler: async (ctx, args) => { + const doc = await ctx.db.get(args.memoryId); + if (!doc) return null; + if (doc.embeddingId) { + await ctx.db.delete(doc.embeddingId); + } + await ctx.db.delete(args.memoryId); + return null; + }, +}); + +export const list = query({ + args: { + userId: v.optional(v.string()), + limit: v.optional(v.number()), + }, + handler: async (ctx, args) => { + const limit = args.limit ?? 100; + return await ctx.db + .query("memories") + .withIndex("userId", (q) => q.eq("userId", args.userId)) + .order("desc") + .take(limit); + }, +}); + +export const fetchSearchMemories = internalQuery({ + args: { + embeddingIds: v.array(vVectorId), + userId: v.optional(v.string()), + }, + handler: async (ctx, args) => { + assert( + args.userId, + "Specify userId to search", + ); + const docs = ( + await Promise.all( + args.embeddingIds.map((embeddingId) => + ctx.db + .query("memories") + .withIndex("embeddingId", (q) => q.eq("embeddingId", embeddingId)) + .filter((q) => + args.userId + ? q.eq(q.field("userId"), args.userId) : true + ) + .first(), + ), + ) + ) + .filter((m): m is NonNullable => m !== undefined && m !== null) + return docs; + }, +}); + +export const search = action({ + args: { + userId: v.optional(v.string()), + targetMessageId: v.optional(v.id("messages")), + embedding: v.optional(v.array(v.number())), + embeddingModel: v.optional(v.string()), + limit: v.number(), + vectorScoreThreshold: v.optional(v.number()), + }, + returns: v.array(schema.schema.tables.memories.validator), + handler: async (ctx, args): Promise[]> => { + let embedding = args.embedding; + let model = args.embeddingModel; + + if (!embedding) { + if (args.targetMessageId) { + const target = await ctx.runQuery(api.messages.getMessageSearchFields, { + messageId: args.targetMessageId, + }); + embedding = target.embedding; + model = target.embeddingModel; + } + } + + if (!embedding || !model) { + // If we don't have an embedding or model to search with, we can't perform vector search. + // Return no memories rather than throwing to allow callers to proceed without archival memory. + return []; + } + const dimension = embedding.length; + validateVectorDimension(dimension); + + const vectors = ( + await searchVectors(ctx, embedding, { + dimension, + model, + table: "memories", + userId: args.userId, + limit: args.limit, + }) + ).filter((v) => v._score > (args.vectorScoreThreshold ?? 0)); + + const embeddingIds = vectors.map((v) => v._id); + const memories = await ctx.runQuery(internal.memories.fetchSearchMemories, { + embeddingIds, + userId: args.userId, + }); + return memories; + }, +}); diff --git a/src/component/messages.ts b/src/component/messages.ts index 380e1022..6c1d7d9f 100644 --- a/src/component/messages.ts +++ b/src/component/messages.ts @@ -60,7 +60,6 @@ export async function deleteMessage( export const deleteByIds = mutation({ args: { messageIds: v.array(v.id("messages")) }, - returns: v.array(v.id("messages")), handler: async (ctx, args) => { const deletedMessageIds = await Promise.all( args.messageIds.map(async (id) => { diff --git a/src/component/schema.ts b/src/component/schema.ts index da319828..b19c2817 100644 --- a/src/component/schema.ts +++ b/src/component/schema.ts @@ -137,13 +137,20 @@ export const schema = defineSchema({ parts: v.array(v.any()), }).index("streamId_start_end", ["streamId", "start", "end"]), + coreMemories: defineTable({ + userId: v.optional(v.string()), + persona: v.optional(v.string()), + human: v.optional(v.string()), + }) + .index("userId", ["userId"]) + .index("persona", ["persona"]) + .index("human", ["human"]), + memories: defineTable({ - threadId: v.optional(v.id("threads")), userId: v.optional(v.string()), memory: v.string(), embeddingId: v.optional(vVectorId), }) - .index("threadId", ["threadId"]) .index("userId", ["userId"]) .index("embeddingId", ["embeddingId"]), diff --git a/src/component/vector/index.ts b/src/component/vector/index.ts index d298d0d9..c360c5cb 100644 --- a/src/component/vector/index.ts +++ b/src/component/vector/index.ts @@ -149,18 +149,28 @@ export function searchVectors( return ctx.vectorSearch(tableName, "vector", { vector, // TODO: to support more tables, add more "OR" clauses for each. - filter: (q) => - args.searchAllMessagesForUserId - ? q.eq("model_table_userId", [ - args.model, - args.table, - args.searchAllMessagesForUserId, - ]) - : q.eq("model_table_threadId", [ - args.model, - args.table, - args.threadId!, - ]), + filter: (q) => { + if (args.searchAllMessagesForUserId) { + return q.eq("model_table_userId", [ + args.model, + args.table, + args.searchAllMessagesForUserId, + ]); + } + if (args.userId && args.table === "memories") { + // Memories vector search should be keyed by userId, not threadId + return q.eq("model_table_userId", [args.model, args.table, args.userId]); + } + if (args.threadId) { + return q.eq("model_table_threadId", [ + args.model, + args.table, + args.threadId, + ]); + } + // Fallback to model+table only – this broadens search but avoids undefined values + return q.eq("model_table_threadId", [args.model, args.table, ""]); + }, limit: args.limit, }); } diff --git a/src/react/useUIMessages.ts b/src/react/useUIMessages.ts index 7872763d..eeebbe32 100644 --- a/src/react/useUIMessages.ts +++ b/src/react/useUIMessages.ts @@ -17,7 +17,7 @@ import type { } from "convex/server"; import { useMemo } from "react"; import type { SyncStreamsReturnValue } from "../client/types.js"; -import type { MessageStatus, StreamArgs } from "../validators.js"; +import type { StreamArgs } from "../validators.js"; import type { StreamQuery } from "./types.js"; import { type UIMessage, type UIStatus } from "../UIMessages.js"; import { sorted } from "../shared.js"; diff --git a/test-assets/mornin_cat.jpeg b/test-assets/mornin_cat.jpeg new file mode 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This commit streamlines the codebase by eliminating unused memory features and focusing on core memory functionalities. --- example/convex/_generated/api.d.ts | 67 ---------- example/convex/agents/memory.ts | 0 src/client/memory.ts | 0 src/client/search.test.ts | 31 +++++ src/client/search.ts | 26 ---- src/client/types.ts | 4 - src/component/_generated/api.d.ts | 64 --------- src/component/memories.test.ts | 116 ----------------- src/component/memories.ts | 203 ----------------------------- src/component/schema.ts | 8 -- 10 files changed, 31 insertions(+), 488 deletions(-) create mode 100644 example/convex/agents/memory.ts create mode 100644 src/client/memory.ts delete mode 100644 src/component/memories.test.ts delete mode 100644 src/component/memories.ts diff --git a/example/convex/_generated/api.d.ts b/example/convex/_generated/api.d.ts index 1d327411..41fa6853 100644 --- a/example/convex/_generated/api.d.ts +++ b/example/convex/_generated/api.d.ts @@ -258,73 +258,6 @@ export declare const components: { null | { fileId: string; storageId: string } >; }; - memories: { - add: FunctionReference< - "mutation", - "internal", - { - embedding?: { model: string; vector: Array }; - memory: string; - userId?: string; - }, - any - >; - get: FunctionReference< - "query", - "internal", - { memoryId: string; userId?: string }, - any - >; - list: FunctionReference< - "query", - "internal", - { limit?: number; userId?: string }, - any - >; - modify: FunctionReference< - "mutation", - "internal", - { - embedding?: null | { model: string; vector: Array }; - memoryId: string; - patch: { memory?: string }; - }, - any - >; - remove: FunctionReference< - "mutation", - "internal", - { memoryId: string }, - any - >; - search: FunctionReference< - "action", - "internal", - { - embedding?: Array; - embeddingModel?: string; - limit: number; - targetMessageId?: string; - userId?: string; - vectorScoreThreshold?: number; - }, - Array<{ - embeddingId?: - | string - | string - | string - | string - | string - | string - | string - | string - | string - | string; - memory: string; - userId?: string; - }> - >; - }; messages: { addMessages: FunctionReference< "mutation", diff --git a/example/convex/agents/memory.ts b/example/convex/agents/memory.ts new file mode 100644 index 00000000..e69de29b diff --git a/src/client/memory.ts b/src/client/memory.ts new file mode 100644 index 00000000..e69de29b diff --git a/src/client/search.test.ts b/src/client/search.test.ts index cf691f92..41080cfd 100644 --- a/src/client/search.test.ts +++ b/src/client/search.test.ts @@ -551,6 +551,37 @@ describe("search.ts", () => { expect(result.order).toBeUndefined(); expect(result.stepOrder).toBeUndefined(); }); + + it("should include core memory system messages when present", async () => { + // Reset mocks so we can control specific call order/values + vi.mocked(mockCtx.runQuery).mockReset(); + vi.mocked(mockCtx.runAction).mockReset(); + // No recent messages or search + // First runQuery call in this scenario will be coreMemories.get + vi.mocked(mockCtx.runQuery).mockResolvedValueOnce( + { persona: "Helpful", human: "Prefers concise answers" } as unknown as ReturnType, + ); + vi.mocked(mockCtx.runAction).mockResolvedValue([]); + + const result = await fetchContextWithPrompt(mockCtx, components.agent, { + ...baseArgs, + userId: "userCore", + threadId: "threadCore", + prompt: undefined, + messages: undefined, + promptMessageId: undefined, + contextOptions: { recentMessages: 0 }, + }); + + expect(result.messages).toHaveLength(2); + expect(result.messages[0].role).toBe("system"); + expect(String(result.messages[0].content)).toContain( + "Core Memory - Agent Persona: Helpful", + ); + expect(String(result.messages[1].content)).toContain( + "Core Memory - Human Context: Prefers concise answers", + ); + }); }); describe("fetchContextWithPrompt - Integration Tests", () => { diff --git a/src/client/search.ts b/src/client/search.ts index 365cafe9..e0b0f1b8 100644 --- a/src/client/search.ts +++ b/src/client/search.ts @@ -31,7 +31,6 @@ import { inlineMessagesFiles } from "./files.js"; import { deserializeMessage } from "../mapping.js"; const DEFAULT_VECTOR_SCORE_THRESHOLD = 0.0; -const DEFAULT_MEMORY_LIMIT = 5; // 10k characters should be more than enough for most cases, and stays under // the 8k token limit for some models. const MAX_EMBEDDING_TEXT_LENGTH = 10_000; @@ -579,29 +578,6 @@ export async function fetchContextWithPrompt( } } - // Fetch memories for the user via vector search (if possible) - let memoriesMessages: ModelMessage[] = []; - if (embedding || args.promptMessageId) { - const memoryLimit = Math.min( - DEFAULT_MEMORY_LIMIT, - args.contextOptions?.searchOptions?.limit ?? 10, - ); - const memories = await ctx.runAction(component.memories.search, { - userId, - targetMessageId: args.promptMessageId, - embedding, - embeddingModel, - limit: memoryLimit, - vectorScoreThreshold: - args.contextOptions?.searchOptions?.vectorScoreThreshold ?? - DEFAULT_VECTOR_SCORE_THRESHOLD, - }); - memoriesMessages = memories.map((m) => ({ - role: "system", - content: `Archival Memory: ${m.memory}`, - })); - } - let processedMessages = args.contextHandler ? await args.contextHandler(ctx, { search, @@ -610,14 +586,12 @@ export async function fetchContextWithPrompt( inputPrompt, existingResponses, coreMemory: coreMemoryMessages, - memories: memoriesMessages, userId, threadId, }) : [ ...search, ...coreMemoryMessages, - ...memoriesMessages, ...recent, ...inputMessages, ...inputPrompt, diff --git a/src/client/types.ts b/src/client/types.ts index d99fa83e..52476732 100644 --- a/src/client/types.ts +++ b/src/client/types.ts @@ -272,10 +272,6 @@ export type ContextHandler = ( * Core memory messages for the user, injected as system messages. */ coreMemory: ModelMessage[]; - /** - * Memories (Archival: aka long term memory) for the user, injected as system messages. - */ - memories: ModelMessage[]; /** * The user associated with the generation, if any. */ diff --git a/src/component/_generated/api.d.ts b/src/component/_generated/api.d.ts index 665a10b4..7a208bdb 100644 --- a/src/component/_generated/api.d.ts +++ b/src/component/_generated/api.d.ts @@ -11,7 +11,6 @@ import type * as apiKeys from "../apiKeys.js"; import type * as coreMemories from "../coreMemories.js"; import type * as files from "../files.js"; -import type * as memories from "../memories.js"; import type * as messages from "../messages.js"; import type * as streams from "../streams.js"; import type * as threads from "../threads.js"; @@ -37,7 +36,6 @@ declare const fullApi: ApiFromModules<{ apiKeys: typeof apiKeys; coreMemories: typeof coreMemories; files: typeof files; - memories: typeof memories; messages: typeof messages; streams: typeof streams; threads: typeof threads; @@ -172,68 +170,6 @@ export type Mounts = { null | { fileId: string; storageId: string } >; }; - memories: { - add: FunctionReference< - "mutation", - "public", - { - embedding?: { model: string; vector: Array }; - memory: string; - userId?: string; - }, - any - >; - get: FunctionReference< - "query", - "public", - { memoryId: string; userId?: string }, - any - >; - list: FunctionReference< - "query", - "public", - { limit?: number; userId?: string }, - any - >; - modify: FunctionReference< - "mutation", - "public", - { - embedding?: null | { model: string; vector: Array }; - memoryId: string; - patch: { memory?: string }; - }, - any - >; - remove: FunctionReference<"mutation", "public", { memoryId: string }, any>; - search: FunctionReference< - "action", - "public", - { - embedding?: Array; - embeddingModel?: string; - limit: number; - targetMessageId?: string; - userId?: string; - vectorScoreThreshold?: number; - }, - Array<{ - embeddingId?: - | string - | string - | string - | string - | string - | string - | string - | string - | string - | string; - memory: string; - userId?: string; - }> - >; - }; messages: { addMessages: FunctionReference< "mutation", diff --git a/src/component/memories.test.ts b/src/component/memories.test.ts deleted file mode 100644 index 1d663e18..00000000 --- a/src/component/memories.test.ts +++ /dev/null @@ -1,116 +0,0 @@ -/// - -import { convexTest } from "convex-test"; -import { describe, expect, test } from "vitest"; -import { api, internal } from "./_generated/api.js"; -import type { Id } from "./_generated/dataModel.js"; -import schema from "./schema.js"; -import { modules } from "./setup.test.js"; - -describe("memories", () => { - test("add, get, list and remove basic memory", async () => { - const t = convexTest(schema, modules); - - // add - const memoryId = await t.mutation(api.memories.add, { - userId: "user1", - memory: "alpha", - }); - - // get - const fetched = await t.query(api.memories.get, { - userId: "user1", - memoryId: memoryId as Id<"memories">, - }); - expect(fetched?.memory).toBe("alpha"); - expect(fetched?.userId).toBe("user1"); - - // list - const list = await t.query(api.memories.list, { userId: "user1", limit: 10 }); - expect(list).toHaveLength(1); - expect(list[0]._id).toBe(memoryId); - - // remove - await t.mutation(api.memories.remove, { memoryId: memoryId as Id<"memories"> }); - const after = await t.query(api.memories.list, { userId: "user1", limit: 10 }); - expect(after).toHaveLength(0); - }); - - test("add with embedding creates vector row and modify updates it", async () => { - const t = convexTest(schema, modules); - - // Add with embedding - const id = await t.mutation(api.memories.add, { - userId: "u2", - memory: "with embedding", - embedding: { model: "test-model", vector: Array.from({ length: 128 }, (_, i) => i) }, - }); - - const got1 = await t.query(api.memories.get, { - userId: "u2", - memoryId: id as Id<"memories">, - }); - expect(got1?.embeddingId).toBeTruthy(); - - // Modify memory text only - const updated1 = await t.mutation(api.memories.modify, { - memoryId: id as Id<"memories">, - patch: { memory: "updated" }, - }); - expect(updated1.memory).toBe("updated"); - expect(updated1.embeddingId).toBe(got1!.embeddingId); - - // Modify embedding: replace with a new vector - const updated2 = await t.mutation(api.memories.modify, { - memoryId: id as Id<"memories">, - patch: {}, - embedding: { model: "test-model", vector: Array.from({ length: 128 }, () => 1) }, - }); - expect(updated2.embeddingId).toBeTruthy(); - expect(updated2.embeddingId).not.toBe(got1!.embeddingId); - - // Remove embedding: pass null - const updated3 = await t.mutation(api.memories.modify, { - memoryId: id as Id<"memories">, - patch: {}, - embedding: null, - }); - expect(updated3.embeddingId).toBeUndefined(); - }); - - test("fetchSearchMemories returns docs by embeddingIds and filters by userId", async () => { - const t = convexTest(schema, modules); - - // Insert memories with embeddings for two users - const id1 = await t.mutation(api.memories.add, { - userId: "searchUser1", - memory: "first", - embedding: { model: "test-model", vector: Array.from({ length: 128 }, () => 0) }, - }); - const id2 = await t.mutation(api.memories.add, { - userId: "searchUser2", - memory: "second", - embedding: { model: "test-model", vector: Array.from({ length: 128 }, () => 0.001) }, - }); - - const m1 = await t.query(api.memories.get, { userId: "searchUser1", memoryId: id1 as Id<"memories"> }); - const m2 = await t.query(api.memories.get, { userId: "searchUser2", memoryId: id2 as Id<"memories"> }); - - // Fetch by both embeddingIds but with user filter - const results1 = await t.query(internal.memories.fetchSearchMemories, { - embeddingIds: [m1!.embeddingId!, m2!.embeddingId!], - userId: "searchUser1", - }); - - expect(results1).toHaveLength(1); - expect(results1[0]._id).toBe(id1); - - const results2 = await t.query(internal.memories.fetchSearchMemories, { - embeddingIds: [m1!.embeddingId!, m2!.embeddingId!], - userId: "searchUser2", - }); - - expect(results2).toHaveLength(1); - expect(results2[0]._id).toBe(id2); - }); -}); diff --git a/src/component/memories.ts b/src/component/memories.ts deleted file mode 100644 index cfd1fa89..00000000 --- a/src/component/memories.ts +++ /dev/null @@ -1,203 +0,0 @@ -import { assert } from "convex-helpers"; -import { - action, - internalQuery, - mutation, - query, -} from "./_generated/server.js"; -import { v } from "./schema.js"; -import { api, internal } from "./_generated/api.js"; -import { vVectorId, validateVectorDimension, type VectorTableId } from "./vector/tables.js"; -import { insertVector, searchVectors } from "./vector/index.js"; -import type { Doc } from "./_generated/dataModel.js"; -import * as schema from "./schema.js"; - -export const get = query({ - args: { - userId: v.optional(v.string()), - memoryId: v.id("memories"), - }, - handler: async (ctx, args) => { - const doc = await ctx.db.get(args.memoryId); - assert(doc && (args.userId ? doc.userId === args.userId : true), `Memory ${args.memoryId} not found`); - return doc; - }, -}); - -export const add = mutation({ - args: { - userId: v.optional(v.string()), - memory: v.string(), - embedding: v.optional( - v.object({ model: v.string(), vector: v.array(v.number()) }), - ), - }, - handler: async (ctx, args) => { - const userId = args.userId; - let embeddingId: VectorTableId | undefined; - if (args.embedding) { - const dimension = args.embedding.vector.length; - validateVectorDimension(dimension); - embeddingId = await insertVector(ctx, dimension, { - model: args.embedding.model, - vector: args.embedding.vector, - table: "memories", - userId, - }); - } - return await ctx.db.insert("memories", { - userId, - memory: args.memory, - embeddingId, - }); - }, -}); - -export const modify = mutation({ - args: { - memoryId: v.id("memories"), - patch: v.object({ memory: v.optional(v.string()) }), - embedding: v.optional( - v.union( - v.null(), - v.object({ model: v.string(), vector: v.array(v.number()) }), - ), - ), - }, - handler: async (ctx, args) => { - const doc = await ctx.db.get(args.memoryId); - assert(doc, `Memory ${args.memoryId} not found`); - - // Handle embedding update - if (args.embedding !== undefined) { - if (doc.embeddingId) { - await ctx.db.delete(doc.embeddingId); - } - let embeddingId: VectorTableId | undefined = undefined; - if (args.embedding) { - const dimension = args.embedding.vector.length; - validateVectorDimension(dimension); - embeddingId = await insertVector(ctx, dimension, { - model: args.embedding.model, - vector: args.embedding.vector, - table: "memories", - userId: doc.userId, - }); - } - await ctx.db.patch(args.memoryId, { embeddingId }); - } - - if (args.patch && Object.keys(args.patch).length > 0) { - await ctx.db.patch(args.memoryId, args.patch); - } - return (await ctx.db.get(args.memoryId))!; - }, -}); - -export const remove = mutation({ - args: { memoryId: v.id("memories") }, - handler: async (ctx, args) => { - const doc = await ctx.db.get(args.memoryId); - if (!doc) return null; - if (doc.embeddingId) { - await ctx.db.delete(doc.embeddingId); - } - await ctx.db.delete(args.memoryId); - return null; - }, -}); - -export const list = query({ - args: { - userId: v.optional(v.string()), - limit: v.optional(v.number()), - }, - handler: async (ctx, args) => { - const limit = args.limit ?? 100; - return await ctx.db - .query("memories") - .withIndex("userId", (q) => q.eq("userId", args.userId)) - .order("desc") - .take(limit); - }, -}); - -export const fetchSearchMemories = internalQuery({ - args: { - embeddingIds: v.array(vVectorId), - userId: v.optional(v.string()), - }, - handler: async (ctx, args) => { - assert( - args.userId, - "Specify userId to search", - ); - const docs = ( - await Promise.all( - args.embeddingIds.map((embeddingId) => - ctx.db - .query("memories") - .withIndex("embeddingId", (q) => q.eq("embeddingId", embeddingId)) - .filter((q) => - args.userId - ? q.eq(q.field("userId"), args.userId) : true - ) - .first(), - ), - ) - ) - .filter((m): m is NonNullable => m !== undefined && m !== null) - return docs; - }, -}); - -export const search = action({ - args: { - userId: v.optional(v.string()), - targetMessageId: v.optional(v.id("messages")), - embedding: v.optional(v.array(v.number())), - embeddingModel: v.optional(v.string()), - limit: v.number(), - vectorScoreThreshold: v.optional(v.number()), - }, - returns: v.array(schema.schema.tables.memories.validator), - handler: async (ctx, args): Promise[]> => { - let embedding = args.embedding; - let model = args.embeddingModel; - - if (!embedding) { - if (args.targetMessageId) { - const target = await ctx.runQuery(api.messages.getMessageSearchFields, { - messageId: args.targetMessageId, - }); - embedding = target.embedding; - model = target.embeddingModel; - } - } - - if (!embedding || !model) { - // If we don't have an embedding or model to search with, we can't perform vector search. - // Return no memories rather than throwing to allow callers to proceed without archival memory. - return []; - } - const dimension = embedding.length; - validateVectorDimension(dimension); - - const vectors = ( - await searchVectors(ctx, embedding, { - dimension, - model, - table: "memories", - userId: args.userId, - limit: args.limit, - }) - ).filter((v) => v._score > (args.vectorScoreThreshold ?? 0)); - - const embeddingIds = vectors.map((v) => v._id); - const memories = await ctx.runQuery(internal.memories.fetchSearchMemories, { - embeddingIds, - userId: args.userId, - }); - return memories; - }, -}); diff --git a/src/component/schema.ts b/src/component/schema.ts index b19c2817..90b5b688 100644 --- a/src/component/schema.ts +++ b/src/component/schema.ts @@ -146,14 +146,6 @@ export const schema = defineSchema({ .index("persona", ["persona"]) .index("human", ["human"]), - memories: defineTable({ - userId: v.optional(v.string()), - memory: v.string(), - embeddingId: v.optional(vVectorId), - }) - .index("userId", ["userId"]) - .index("embeddingId", ["embeddingId"]), - files: defineTable({ storageId: v.string(), mimeType: v.string(), From dd4cb4306de117161c8e5a421ee7930903e301a6 Mon Sep 17 00:00:00 2001 From: BarrelOfLube Date: Tue, 16 Sep 2025 19:42:35 -0700 Subject: [PATCH 3/6] Add core memory management features and UI integration - Introduced core memory functionalities including get, create, update, append, replace, and remove operations. - Added a new MemoryUI component for managing core memories through a user interface. - Updated API definitions to include new core memory methods and adjusted existing methods for consistency. - Enabled memory tools in the configuration to allow automatic inclusion of memory management features. - Enhanced tests for core memory operations to ensure reliability and prevent duplicates. This commit enhances the application's memory management capabilities, providing a comprehensive interface for users to interact with core memories. --- example/convex/_generated/api.d.ts | 46 ++++--- example/convex/agents/config.ts | 2 + example/convex/agents/memory.ts | 0 example/convex/coreMemories/utils.ts | 78 ++++++++++++ example/ui/coreMemories/MemoryUI.tsx | 95 ++++++++++++++ example/ui/main.tsx | 13 ++ src/client/index.ts | 8 ++ src/client/memory.ts | 179 +++++++++++++++++++++++++++ src/client/start.ts | 10 +- src/client/types.ts | 8 ++ src/component/_generated/api.d.ts | 47 +++---- src/component/coreMemories.test.ts | 75 ++++++----- src/component/coreMemories.ts | 75 ++++------- src/component/schema.ts | 4 +- src/validators.ts | 16 +++ 15 files changed, 529 insertions(+), 127 deletions(-) delete mode 100644 example/convex/agents/memory.ts create mode 100644 example/convex/coreMemories/utils.ts create mode 100644 example/ui/coreMemories/MemoryUI.tsx diff --git a/example/convex/_generated/api.d.ts b/example/convex/_generated/api.d.ts index 41fa6853..9bcb1812 100644 --- a/example/convex/_generated/api.d.ts +++ b/example/convex/_generated/api.d.ts @@ -18,6 +18,7 @@ import type * as chat_human from "../chat/human.js"; import type * as chat_streamAbort from "../chat/streamAbort.js"; import type * as chat_streaming from "../chat/streaming.js"; import type * as chat_streamingReasoning from "../chat/streamingReasoning.js"; +import type * as coreMemories_utils from "../coreMemories/utils.js"; import type * as crons from "../crons.js"; import type * as debugging_rawRequestResponseHandler from "../debugging/rawRequestResponseHandler.js"; import type * as etc_objects from "../etc/objects.js"; @@ -71,6 +72,7 @@ declare const fullApi: ApiFromModules<{ "chat/streamAbort": typeof chat_streamAbort; "chat/streaming": typeof chat_streaming; "chat/streamingReasoning": typeof chat_streamingReasoning; + "coreMemories/utils": typeof coreMemories_utils; crons: typeof crons; "debugging/rawRequestResponseHandler": typeof debugging_rawRequestResponseHandler; "etc/objects": typeof etc_objects; @@ -142,45 +144,51 @@ export declare const components: { { field: "persona" | "human"; text: string; userId?: string }, null >; - create: FunctionReference< - "mutation", + get: FunctionReference< + "query", "internal", - { human?: string; persona?: string; userId?: string }, - string + { userId?: string }, + null | { + _creationTime: number; + _id: string; + human: string; + persona: string; + userId?: string; + } >; - get: FunctionReference<"query", "internal", { userId?: string }, any>; - insert: FunctionReference< + getOrCreate: FunctionReference< "mutation", "internal", - { - field: "persona" | "human"; - index: number; - text: string; + { human: string; persona: string; userId?: string }, + null | { + _creationTime: number; + _id: string; + human: string; + persona: string; userId?: string; - }, - null + } >; - prepend: FunctionReference< + remove: FunctionReference< "mutation", "internal", - { field: "persona" | "human"; text: string; userId?: string }, + { userId?: string }, null >; - remove: FunctionReference< + replace: FunctionReference< "mutation", "internal", { field: "persona" | "human"; - index: number; - length: number; + newContent: string; + oldContent: string; userId?: string; }, - null + number >; update: FunctionReference< "mutation", "internal", - { human?: string | null; persona?: string | null; userId?: string }, + { human?: string; persona?: string; userId?: string }, null >; }; diff --git a/example/convex/agents/config.ts b/example/convex/agents/config.ts index 11d0c19e..31198043 100644 --- a/example/convex/agents/config.ts +++ b/example/convex/agents/config.ts @@ -12,4 +12,6 @@ export const defaultConfig = { }, // If you want to use vector search, you need to set this. textEmbeddingModel, + // Enable built-in memory tools (append/replace core memory, message search) + memoryTools: true, } satisfies Config; diff --git a/example/convex/agents/memory.ts b/example/convex/agents/memory.ts deleted file mode 100644 index e69de29b..00000000 diff --git a/example/convex/coreMemories/utils.ts b/example/convex/coreMemories/utils.ts new file mode 100644 index 00000000..d698bea8 --- /dev/null +++ b/example/convex/coreMemories/utils.ts @@ -0,0 +1,78 @@ +import { components } from "../_generated/api"; +import { mutation, query } from "../_generated/server"; +import { v } from "convex/values"; +import { getAuthUserId } from "../utils"; + +export const get = query({ + args: {}, + handler: async (ctx) => { + const userId = await getAuthUserId(ctx); + return await ctx.runQuery(components.agent.coreMemories.get, { userId }); + }, +}); + +export const getOrCreate = mutation({ + args: {}, + handler: async (ctx) => { + const userId = await getAuthUserId(ctx); + return await ctx.runMutation(components.agent.coreMemories.getOrCreate, { + userId, + persona: "", + human: "", + }); + }, +}); + +export const update = mutation({ + args: { + persona: v.optional(v.string()), + human: v.optional(v.string()), + }, + handler: async (ctx, args) => { + const userId = await getAuthUserId(ctx); + await ctx.runMutation(components.agent.coreMemories.update, { + userId, + ...args, + }); + }, +}); + +export const append = mutation({ + args: { + field: v.union(v.literal("persona"), v.literal("human")), + text: v.string(), + }, + handler: async (ctx, args) => { + const userId = await getAuthUserId(ctx); + await ctx.runMutation(components.agent.coreMemories.append, { + userId, + field: args.field, + text: args.text, + }); + }, +}); + +export const replace = mutation({ + args: { + field: v.union(v.literal("persona"), v.literal("human")), + oldContent: v.string(), + newContent: v.string(), + }, + handler: async (ctx, args) => { + const userId = await getAuthUserId(ctx); + return await ctx.runMutation(components.agent.coreMemories.replace, { + userId, + field: args.field, + oldContent: args.oldContent, + newContent: args.newContent, + }); + }, +}); + +export const remove = mutation({ + args: {}, + handler: async (ctx) => { + const userId = await getAuthUserId(ctx); + await ctx.runMutation(components.agent.coreMemories.remove, { userId }); + }, +}); diff --git a/example/ui/coreMemories/MemoryUI.tsx b/example/ui/coreMemories/MemoryUI.tsx new file mode 100644 index 00000000..54367a54 --- /dev/null +++ b/example/ui/coreMemories/MemoryUI.tsx @@ -0,0 +1,95 @@ +import { useMutation, useQuery } from "convex/react"; +import { api } from "../../convex/_generated/api"; +import { useEffect, useState } from "react"; + +export default function MemoryUI() { + const ensureCore = useMutation(api.coreMemories.utils.getOrCreate); + + useEffect(() => { + void ensureCore(); + }, [ensureCore]); + + return ( +

+ ); +} + +function MemoryEditor() { + const mem = useQuery(api.coreMemories.utils.get, {}); + const update = useMutation(api.coreMemories.utils.update); + const append = useMutation(api.coreMemories.utils.append); + const replace = useMutation(api.coreMemories.utils.replace); + const remove = useMutation(api.coreMemories.utils.remove); + + const [persona, setPersona] = useState(""); + const [human, setHuman] = useState(""); + const [appendField, setAppendField] = useState<"persona" | "human">("persona"); + const [appendText, setAppendText] = useState(""); + const [replaceField, setReplaceField] = useState<"persona" | "human">("persona"); + const [oldText, setOldText] = useState(""); + const [newText, setNewText] = useState(""); + + useEffect(() => { + if (mem) { + setPersona(mem.persona ?? ""); + setHuman(mem.human ?? ""); + } + }, [mem]); + + return ( +
+

Edit Memory

+
+ +