diff --git a/.eslintignore b/.eslintignore index acd0aa3..095c412 100644 --- a/.eslintignore +++ b/.eslintignore @@ -45,6 +45,8 @@ version-bump.mjs versions.json package.json manifest.json +compile-migration.js +import-meta-url-shim.js # Obsidian .obsidian \ No newline at end of file diff --git a/.gitignore b/.gitignore index e09a007..61ccc0f 100644 --- a/.gitignore +++ b/.gitignore @@ -19,4 +19,4 @@ main.js data.json # Exclude macOS Finder (System Explorer) View States -.DS_Store +.DS_Store \ No newline at end of file diff --git a/__mocks__/obsidian.ts b/__mocks__/obsidian.ts new file mode 100644 index 0000000..adedbe3 --- /dev/null +++ b/__mocks__/obsidian.ts @@ -0,0 +1,6 @@ +export const App = jest.fn() +export const Editor = jest.fn() +export const MarkdownView = jest.fn() +export const TFile = jest.fn() +export const TFolder = jest.fn() +export const Vault = jest.fn() diff --git a/compile-migration.js b/compile-migration.js new file mode 100644 index 0000000..241124d --- /dev/null +++ b/compile-migration.js @@ -0,0 +1,12 @@ +const { readMigrationFiles } = require('drizzle-orm/migrator') +const fs = require('node:fs/promises') + +async function compileMigrations() { + const migrations = readMigrationFiles({ migrationsFolder: './drizzle/' }) + + await fs.writeFile('./src/db/migrations.json', JSON.stringify(migrations)) + + console.log('Migrations compiled!') +} + +compileMigrations().catch(console.error) diff --git a/drizzle.config.ts b/drizzle.config.ts new file mode 100644 index 0000000..7cf0a6d --- /dev/null +++ b/drizzle.config.ts @@ -0,0 +1,6 @@ +import { defineConfig } from 'drizzle-kit' + +export default defineConfig({ + dialect: 'postgresql', + schema: './src/db/schema.ts', +}) diff --git a/drizzle/0000_add_vector_extension.sql b/drizzle/0000_add_vector_extension.sql new file mode 100644 index 0000000..d79fc23 --- /dev/null +++ b/drizzle/0000_add_vector_extension.sql @@ -0,0 +1,2 @@ +-- Custom SQL migration file, put you code below! -- +CREATE EXTENSION IF NOT EXISTS vector; \ No newline at end of file diff --git a/drizzle/0001_create_vector_data_tables.sql b/drizzle/0001_create_vector_data_tables.sql new file mode 100644 index 0000000..3791792 --- /dev/null +++ b/drizzle/0001_create_vector_data_tables.sql @@ -0,0 +1,19 @@ +CREATE TABLE IF NOT EXISTS "vector_data_text_embedding_3_small" ( + "id" serial PRIMARY KEY NOT NULL, + "path" text NOT NULL, + "mtime" bigint NOT NULL, + "content" text NOT NULL, + "embedding" vector(1536), + "metadata" jsonb NOT NULL +); +--> statement-breakpoint +CREATE TABLE IF NOT EXISTS "vector_data_text_embedding_3_large" ( + "id" serial PRIMARY KEY NOT NULL, + "path" text NOT NULL, + "mtime" bigint NOT NULL, + "content" text NOT NULL, + "embedding" vector(3072), + "metadata" jsonb NOT NULL +); +--> statement-breakpoint +CREATE INDEX IF NOT EXISTS "embeddingIndex_text_embedding_3_small" ON "vector_data_text_embedding_3_small" USING hnsw ("embedding" vector_cosine_ops); \ No newline at end of file diff --git a/drizzle/meta/0000_snapshot.json b/drizzle/meta/0000_snapshot.json new file mode 100644 index 0000000..f918eab --- /dev/null +++ b/drizzle/meta/0000_snapshot.json @@ -0,0 +1,16 @@ +{ + "id": "8344dba7-b655-4009-9c56-894062c17ea6", + "prevId": "00000000-0000-0000-0000-000000000000", + "version": "7", + "dialect": "postgresql", + "tables": {}, + "enums": {}, + "schemas": {}, + "views": {}, + "sequences": {}, + "_meta": { + "columns": {}, + "schemas": {}, + "tables": {} + } +} diff --git a/drizzle/meta/0001_snapshot.json b/drizzle/meta/0001_snapshot.json new file mode 100644 index 0000000..51305b8 --- /dev/null +++ b/drizzle/meta/0001_snapshot.json @@ -0,0 +1,128 @@ +{ + "id": "1084161a-8de5-4452-ba8b-6ffc3549d411", + "prevId": "8344dba7-b655-4009-9c56-894062c17ea6", + "version": "7", + "dialect": "postgresql", + "tables": { + "public.vector_data_text_embedding_3_small": { + "name": "vector_data_text_embedding_3_small", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "serial", + "primaryKey": true, + "notNull": true + }, + "path": { + "name": "path", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "mtime": { + "name": "mtime", + "type": "bigint", + "primaryKey": false, + "notNull": true + }, + "content": { + "name": "content", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "embedding": { + "name": "embedding", + "type": "vector(1536)", + "primaryKey": false, + "notNull": false + }, + "metadata": { + "name": "metadata", + "type": "jsonb", + "primaryKey": false, + "notNull": true + } + }, + "indexes": { + "embeddingIndex_text_embedding_3_small": { + "name": "embeddingIndex_text_embedding_3_small", + "columns": [ + { + "expression": "embedding", + "isExpression": false, + "asc": true, + "nulls": "last", + "opclass": "vector_cosine_ops" + } + ], + "isUnique": false, + "concurrently": false, + "method": "hnsw", + "with": {} + } + }, + "foreignKeys": {}, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "checkConstraints": {} + }, + "public.vector_data_text_embedding_3_large": { + "name": "vector_data_text_embedding_3_large", + "schema": "", + "columns": { + "id": { + "name": "id", + "type": "serial", + "primaryKey": true, + "notNull": true + }, + "path": { + "name": "path", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "mtime": { + "name": "mtime", + "type": "bigint", + "primaryKey": false, + "notNull": true + }, + "content": { + "name": "content", + "type": "text", + "primaryKey": false, + "notNull": true + }, + "embedding": { + "name": "embedding", + "type": "vector(3072)", + "primaryKey": false, + "notNull": false + }, + "metadata": { + "name": "metadata", + "type": "jsonb", + "primaryKey": false, + "notNull": true + } + }, + "indexes": {}, + "foreignKeys": {}, + "compositePrimaryKeys": {}, + "uniqueConstraints": {}, + "checkConstraints": {} + } + }, + "enums": {}, + "schemas": {}, + "sequences": {}, + "views": {}, + "_meta": { + "columns": {}, + "schemas": {}, + "tables": {} + } +} diff --git a/drizzle/meta/_journal.json b/drizzle/meta/_journal.json new file mode 100644 index 0000000..e3bd512 --- /dev/null +++ b/drizzle/meta/_journal.json @@ -0,0 +1,20 @@ +{ + "version": "7", + "dialect": "postgresql", + "entries": [ + { + "idx": 0, + "version": "7", + "when": 1729509950412, + "tag": "0000_add_vector_extension", + "breakpoints": true + }, + { + "idx": 1, + "version": "7", + "when": 1729509994653, + "tag": "0001_create_vector_data_tables", + "breakpoints": true + } + ] +} diff --git a/esbuild.config.mjs b/esbuild.config.mjs index adb1d92..8f61b23 100644 --- a/esbuild.config.mjs +++ b/esbuild.config.mjs @@ -1,3 +1,4 @@ +import path from 'path' import esbuild from 'esbuild' import process from 'process' import builtins from 'builtin-modules' @@ -14,7 +15,7 @@ const context = await esbuild.context({ banner: { js: banner, }, - entryPoints: ['src/main.ts'], // Change this line + entryPoints: ['src/main.ts'], bundle: true, external: [ 'obsidian', @@ -33,12 +34,19 @@ const context = await esbuild.context({ ...builtins, ], format: 'cjs', - target: 'es2018', + define: { + 'import.meta.url': 'import_meta_url', + process: '{}', + 'process.env.NODE_ENV': JSON.stringify(prod ? 'production' : 'development'), + }, + inject: [path.resolve('import-meta-url-shim.js')], + target: 'es2020', logLevel: 'info', sourcemap: prod ? false : 'inline', treeShaking: true, - outfile: 'main.js', // Changed back to main.js + outfile: 'main.js', minify: prod, + // logLevel: 'debug', }) if (prod) { diff --git a/import-meta-url-shim.js b/import-meta-url-shim.js new file mode 100644 index 0000000..7877b62 --- /dev/null +++ b/import-meta-url-shim.js @@ -0,0 +1,7 @@ +const import_meta_url = + typeof document === 'undefined' + ? require('url').pathToFileURL(__filename).href + : (document.currentScript && document.currentScript.src) || + new URL('main.js', document.baseURI).href + +export { import_meta_url } diff --git a/package-lock.json b/package-lock.json index 2b929ae..17e23fd 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,33 +1,41 @@ { "name": "obsidian-smart-composer", - "version": "0.1.1", + "version": "0.1.2", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "obsidian-smart-composer", - "version": "0.1.1", + "version": "0.1.2", "license": "MIT", "dependencies": { "@anthropic-ai/sdk": "^0.27.3", + "@electric-sql/pglite": "^0.2.12", "@lexical/react": "^0.17.1", "@radix-ui/react-dropdown-menu": "^2.1.2", + "@radix-ui/react-tooltip": "^1.1.3", "@tanstack/react-query": "^5.56.2", "diff": "^7.0.0", + "drizzle-orm": "^0.35.2", + "exponential-backoff": "^3.1.1", "fuzzysort": "^3.1.0", "groq-sdk": "^0.7.0", + "js-tiktoken": "^1.0.15", + "langchain": "^0.3.2", "lexical": "^0.17.1", "lodash.debounce": "^4.0.8", "lodash.isequal": "^4.5.0", "lucide-react": "^0.447.0", "openai": "^4.65.0", + "p-limit": "^6.1.0", "parse5": "^7.1.2", "react": "^18.3.1", "react-dom": "^18.3.1", "react-markdown": "^9.0.1", "react-syntax-highlighter": "^15.5.0", "remark-gfm": "^4.0.0", - "uuid": "^10.0.0" + "uuid": "^10.0.0", + "zod": "^3.23.8" }, "devDependencies": { "@types/diff": "^5.2.3", @@ -42,6 +50,7 @@ "@typescript-eslint/eslint-plugin": "5.29.0", 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"sha512-71ippSywq5Yb7/tVYyGbkBggbU8H3u5Rz56fH60jGFgr8uHwxs+aSKeqmluIVzM0m0kB7xQjKS6qPfd0b2ZoqQ==", + "peer": true, + "bin": { + "mustache": "bin/mustache" + } + }, "node_modules/natural-compare": { "version": "1.4.0", "dev": true, @@ -7139,8 +8867,9 @@ } }, "node_modules/openai": { - "version": "4.65.0", - "license": "Apache-2.0", + "version": "4.67.3", + "resolved": "https://registry.npmjs.org/openai/-/openai-4.67.3.tgz", + "integrity": "sha512-HT2tZgjLgRqbLQNKmYtjdF/4TQuiBvg1oGvTDhwpSEQzxo6/oM1us8VQ53vBK2BiKvCxFuq6gKGG70qfwrNhKg==", "dependencies": { "@types/node": "^18.11.18", "@types/node-fetch": "^2.6.4", @@ -7169,6 +8898,11 @@ "undici-types": "~5.26.4" } }, + "node_modules/openapi-types": { + "version": "12.1.3", + "resolved": "https://registry.npmjs.org/openapi-types/-/openapi-types-12.1.3.tgz", + "integrity": "sha512-N4YtSYJqghVu4iek2ZUvcN/0aqH1kRDuNqzcycDxhOUpg7GdvLa2F3DgS6yBNhInhv2r/6I0Flkn7CqL8+nIcw==" + }, "node_modules/optionator": { "version": "0.9.4", "dev": true, @@ -7185,15 +8919,23 @@ "node": ">= 0.8.0" } }, + "node_modules/p-finally": { + "version": "1.0.0", + "resolved": "https://registry.npmjs.org/p-finally/-/p-finally-1.0.0.tgz", + "integrity": "sha512-LICb2p9CB7FS+0eR1oqWnHhp0FljGLZCWBE9aix0Uye9W8LTQPwMTYVGWQWIw9RdQiDg4+epXQODwIYJtSJaow==", + "engines": { + "node": ">=4" + } + }, "node_modules/p-limit": { - "version": "3.1.0", - "dev": true, - "license": "MIT", + "version": "6.1.0", + "resolved": "https://registry.npmjs.org/p-limit/-/p-limit-6.1.0.tgz", + "integrity": "sha512-H0jc0q1vOzlEk0TqAKXKZxdl7kX3OFUzCnNVUnq5Pc3DGo0kpeaMuPqxQn235HibwBEb0/pm9dgKTjXy66fBkg==", "dependencies": { - "yocto-queue": "^0.1.0" + "yocto-queue": "^1.1.1" }, "engines": { - "node": ">=10" + "node": ">=18" }, "funding": { "url": "https://github.com/sponsors/sindresorhus" @@ -7213,6 +8955,71 @@ "url": "https://github.com/sponsors/sindresorhus" } }, + "node_modules/p-locate/node_modules/p-limit": { + "version": "3.1.0", + "resolved": "https://registry.npmjs.org/p-limit/-/p-limit-3.1.0.tgz", + "integrity": "sha512-TYOanM3wGwNGsZN2cVTYPArw454xnXj5qmWF1bEoAc4+cU/ol7GVh7odevjp1FNHduHc3KZMcFduxU5Xc6uJRQ==", + "dev": true, + "dependencies": { + "yocto-queue": "^0.1.0" + }, + "engines": { + "node": ">=10" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/p-locate/node_modules/yocto-queue": { + "version": "0.1.0", + "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", + "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", + "dev": true, + "engines": { + "node": ">=10" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/p-queue": { + "version": "6.6.2", + "resolved": "https://registry.npmjs.org/p-queue/-/p-queue-6.6.2.tgz", + "integrity": "sha512-RwFpb72c/BhQLEXIZ5K2e+AhgNVmIejGlTgiB9MzZ0e93GRvqZ7uSi0dvRF7/XIXDeNkra2fNHBxTyPDGySpjQ==", + "dependencies": { + "eventemitter3": "^4.0.4", + "p-timeout": "^3.2.0" + }, + "engines": { + "node": ">=8" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, + "node_modules/p-retry": { + "version": "4.6.2", + "resolved": "https://registry.npmjs.org/p-retry/-/p-retry-4.6.2.tgz", + "integrity": "sha512-312Id396EbJdvRONlngUx0NydfrIQ5lsYu0znKVUzVvArzEIt08V1qhtyESbGVd1FGX7UKtiFp5uwKZdM8wIuQ==", + "dependencies": { + "@types/retry": "0.12.0", + "retry": "^0.13.1" + }, + "engines": { + "node": ">=8" + } + }, + "node_modules/p-timeout": { + "version": "3.2.0", + "resolved": "https://registry.npmjs.org/p-timeout/-/p-timeout-3.2.0.tgz", + "integrity": "sha512-rhIwUycgwwKcP9yTOOFK/AKsAopjjCakVqLHePO3CC6Mir1Z99xT+R63jZxAT5lFZLa2inS5h+ZS2GvR99/FBg==", + "dependencies": { + "p-finally": "^1.0.0" + }, + "engines": { + "node": ">=8" + } + }, "node_modules/p-try": { "version": "2.2.0", "dev": true, @@ -7938,6 +9745,15 @@ "node": ">=4" } }, + "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, + "funding": { + "url": "https://github.com/privatenumber/resolve-pkg-maps?sponsor=1" + } + }, "node_modules/resolve.exports": { "version": "2.0.2", "dev": true, @@ -7946,6 +9762,14 @@ "node": ">=10" } }, + "node_modules/retry": { + "version": "0.13.1", + "resolved": "https://registry.npmjs.org/retry/-/retry-0.13.1.tgz", + "integrity": "sha512-XQBQ3I8W1Cge0Seh+6gjj03LbmRFWuoszgK9ooCpwYIrhhoO80pfq4cUkU5DkknwfOfFteRwlZ56PYOGYyFWdg==", + "engines": { + "node": ">= 4" + } + }, "node_modules/reusify": { "version": "1.0.4", "dev": true, @@ -8033,7 +9857,6 @@ }, "node_modules/semver": { "version": "7.6.3", - "dev": true, "license": "ISC", "bin": { "semver": "bin/semver.js" @@ -9030,6 +10853,17 @@ "dev": true, "license": "ISC" }, + "node_modules/yaml": { + "version": "2.6.0", + "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.6.0.tgz", + "integrity": "sha512-a6ae//JvKDEra2kdi1qzCyrJW/WZCgFi8ydDV+eXExl95t+5R+ijnqHJbz9tmMh8FUjx3iv2fCQ4dclAQlO2UQ==", + "bin": { + "yaml": "bin.mjs" + }, + "engines": { + "node": ">= 14" + } + }, "node_modules/yargs": { "version": "17.7.2", "dev": true, @@ -9072,16 +10906,32 @@ } }, "node_modules/yocto-queue": { - "version": "0.1.0", - "dev": true, - "license": "MIT", + "version": "1.1.1", + "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-1.1.1.tgz", + "integrity": "sha512-b4JR1PFR10y1mKjhHY9LaGo6tmrgjit7hxVIeAmyMw3jegXR4dhYqLaQF5zMXZxY7tLpMyJeLjr1C4rLmkVe8g==", "engines": { - "node": ">=10" + "node": ">=12.20" }, "funding": { "url": "https://github.com/sponsors/sindresorhus" } }, + "node_modules/zod": { + "version": "3.23.8", + "resolved": "https://registry.npmjs.org/zod/-/zod-3.23.8.tgz", + "integrity": "sha512-XBx9AXhXktjUqnepgTiE5flcKIYWi/rme0Eaj+5Y0lftuGBq+jyRu/md4WnuxqgP1ubdpNCsYEYPxrzVHD8d6g==", + "funding": { + "url": "https://github.com/sponsors/colinhacks" + } + }, + "node_modules/zod-to-json-schema": { + "version": "3.23.3", + "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.23.3.tgz", + "integrity": "sha512-TYWChTxKQbRJp5ST22o/Irt9KC5nj7CdBKYB/AosCRdj/wxEMvv4NNaj9XVUHDOIp53ZxArGhnw5HMZziPFjog==", + "peerDependencies": { + "zod": "^3.23.3" + } + }, "node_modules/zwitch": { "version": "2.0.4", "license": "MIT", diff --git a/package.json b/package.json index 922121b..81bec00 100644 --- a/package.json +++ b/package.json @@ -10,7 +10,9 @@ "lint:check": "(prettier --check --cache --cache-strategy content --cache-location node_modules/.cache/.prettiercache .) && (eslint .)", "lint:fix": "(prettier --write --cache --cache-strategy content --cache-location node_modules/.cache/.prettiercache .) && (eslint --fix .)", "type:check": "tsc --noEmit", - "test": "jest" + "test": "jest", + "migrate:generate": "npx drizzle-kit generate", + "migrate:compile": "node compile-migration.js" }, "keywords": [], "author": "", @@ -28,6 +30,7 @@ "@typescript-eslint/eslint-plugin": "5.29.0", "@typescript-eslint/parser": "5.29.0", "builtin-modules": "3.3.0", + "drizzle-kit": "^0.26.2", "esbuild": "0.17.3", "eslint": "^8.57.1", "eslint-config-prettier": "^9.1.0", @@ -43,23 +46,31 @@ }, "dependencies": { "@anthropic-ai/sdk": "^0.27.3", + "@electric-sql/pglite": "^0.2.12", "@lexical/react": "^0.17.1", "@radix-ui/react-dropdown-menu": "^2.1.2", + "@radix-ui/react-tooltip": "^1.1.3", "@tanstack/react-query": "^5.56.2", "diff": "^7.0.0", + "drizzle-orm": "^0.35.2", + "exponential-backoff": "^3.1.1", "fuzzysort": "^3.1.0", "groq-sdk": "^0.7.0", + "js-tiktoken": "^1.0.15", + "langchain": "^0.3.2", "lexical": "^0.17.1", "lodash.debounce": "^4.0.8", "lodash.isequal": "^4.5.0", "lucide-react": "^0.447.0", "openai": "^4.65.0", + "p-limit": "^6.1.0", "parse5": "^7.1.2", "react": "^18.3.1", "react-dom": "^18.3.1", "react-markdown": "^9.0.1", "react-syntax-highlighter": "^15.5.0", "remark-gfm": "^4.0.0", - "uuid": "^10.0.0" + "uuid": "^10.0.0", + "zod": "^3.23.8" } -} \ No newline at end of file +} diff --git a/src/ChatView.tsx b/src/ChatView.tsx index 70cba8b..514f1b7 100644 --- a/src/ChatView.tsx +++ b/src/ChatView.tsx @@ -8,6 +8,7 @@ import { CHAT_VIEW_TYPE } from './constants' import { AppProvider } from './contexts/app-context' import { DarkModeProvider } from './contexts/dark-mode-context' import { LLMProvider } from './contexts/llm-context' +import { RAGProvider } from './contexts/rag-context' import { SettingsProvider } from './contexts/settings-context' import SmartCopilotPlugin from './main' import { MentionableBlockData } from './types/mentionable' @@ -41,7 +42,7 @@ export class ChatView extends ItemView { } async onOpen() { - this.render() + await this.render() // Consume chatProps this.initialChatProps = undefined @@ -51,12 +52,13 @@ export class ChatView extends ItemView { this.root?.unmount() } - render() { + async render() { if (!this.root) { this.root = createRoot(this.containerEl.children[1]) } const queryClient = new QueryClient() + const ragEngine = await this.plugin.getRAGEngine() this.root.render( @@ -69,11 +71,13 @@ export class ChatView extends ItemView { > - - - - - + + + + + + + diff --git a/src/components/chat-view/Chat.tsx b/src/components/chat-view/Chat.tsx index fb4564c..214aa79 100644 --- a/src/components/chat-view/Chat.tsx +++ b/src/components/chat-view/Chat.tsx @@ -6,6 +6,7 @@ import { useCallback, useEffect, useImperativeHandle, + useMemo, useRef, useState, } from 'react' @@ -15,11 +16,11 @@ import { ApplyViewState } from '../../ApplyView' import { APPLY_VIEW_TYPE } from '../../constants' import { useApp } from '../../contexts/app-context' import { useLLM } from '../../contexts/llm-context' +import { useRAG } from '../../contexts/rag-context' import { useSettings } from '../../contexts/settings-context' import { useChatHistory } from '../../hooks/useChatHistory' import { OpenSettingsModal } from '../../OpenSettingsModal' import { ChatMessage, ChatUserMessage } from '../../types/chat' -import { RequestMessage } from '../../types/llm/request' import { MentionableBlock, MentionableBlockData, @@ -31,11 +32,12 @@ import { LLMAPIKeyNotSetException, } from '../../utils/llm/exception' import { readTFileContent } from '../../utils/obsidian' -import { parseRequestMessages } from '../../utils/prompt' +import { PromptGenerator } from '../../utils/promptGenerator' import ChatUserInput, { ChatUserInputRef } from './chat-input/ChatUserInput' import { editorStateToPlainText } from './chat-input/utils/editor-state-to-plain-text' import { ChatListDropdown } from './ChatListDropdown' +import QueryProgress, { QueryProgressState } from './QueryProgress' import ReactMarkdown from './ReactMarkdown' // Add an empty line here @@ -43,6 +45,7 @@ const getNewInputMessage = (app: App): ChatUserMessage => { return { role: 'user', content: null, + promptContent: null, id: uuidv4(), mentionables: [ { @@ -65,6 +68,7 @@ export type ChatProps = { const Chat = forwardRef((props, ref) => { const app = useApp() const { settings } = useSettings() + const { ragEngine } = useRAG() const { createOrUpdateConversation, @@ -74,6 +78,13 @@ const Chat = forwardRef((props, ref) => { } = useChatHistory() const { generateResponse, streamResponse } = useLLM() + const promptGenerator: PromptGenerator | null = useMemo(() => { + if (!ragEngine) { + return null + } + return new PromptGenerator(ragEngine, app, settings) + }, [ragEngine, app, settings]) + const [inputMessage, setInputMessage] = useState(() => { const newMessage = getNewInputMessage(app) if (props.selectedBlock) { @@ -91,6 +102,9 @@ const Chat = forwardRef((props, ref) => { const [focusedMessageId, setFocusedMessageId] = useState(null) const [currentConversationId, setCurrentConversationId] = useState(uuidv4()) + const [queryProgress, setQueryProgress] = useState({ + type: 'idle', + }) const activeStreamAbortControllersRef = useRef([]) const chatUserInputRefs = useRef>(new Map()) const chatMessagesRef = useRef(null) @@ -133,6 +147,9 @@ const Chat = forwardRef((props, ref) => { const newInputMessage = getNewInputMessage(app) setInputMessage(newInputMessage) setFocusedMessageId(newInputMessage.id) + setQueryProgress({ + type: 'idle', + }) } catch (error) { new Notice('Failed to load conversation') console.error('Failed to load conversation', error) @@ -145,12 +162,28 @@ const Chat = forwardRef((props, ref) => { const newInputMessage = getNewInputMessage(app) setInputMessage(newInputMessage) setFocusedMessageId(newInputMessage.id) + setQueryProgress({ + type: 'idle', + }) abortActiveStreams() } const submitMutation = useMutation({ - mutationFn: async (newChatHistory: ChatMessage[]) => { + mutationFn: async ({ + newChatHistory, + useVaultSearch, + }: { + newChatHistory: ChatMessage[] + useVaultSearch?: boolean + }) => { abortActiveStreams() + setQueryProgress({ + type: 'idle', + }) + + if (!promptGenerator) { + throw new Error('Prompt generator is not initialized') + } const responseMessageId = uuidv4() setChatMessages([ @@ -162,15 +195,24 @@ const Chat = forwardRef((props, ref) => { const abortController = new AbortController() activeStreamAbortControllersRef.current.push(abortController) - const requestMessages = await parseRequestMessages( - newChatHistory, - app.vault, - ) - + const { requestMessages, compiledMessages } = + await promptGenerator.generateRequestMessages({ + messages: newChatHistory, + useVaultSearch, + onQueryProgressChange: setQueryProgress, + }) + setQueryProgress({ + type: 'idle', + }) + + setChatMessages([ + ...compiledMessages, + { role: 'assistant', content: '', id: responseMessageId }, + ]) const stream = await streamResponse( { model: settings.chatModel, - messages: requestMessages as RequestMessage[], + messages: requestMessages, stream: true, }, { @@ -198,6 +240,9 @@ const Chat = forwardRef((props, ref) => { } }, onError: (error) => { + setQueryProgress({ + type: 'idle', + }) if ( error instanceof LLMAPIKeyNotSetException || error instanceof LLMAPIKeyInvalidException @@ -215,8 +260,11 @@ const Chat = forwardRef((props, ref) => { }, }) - const handleSubmit = (newChatHistory: ChatMessage[]) => { - submitMutation.mutate(newChatHistory) + const handleSubmit = ( + newChatHistory: ChatMessage[], + useVaultSearch?: boolean, + ) => { + submitMutation.mutate({ newChatHistory, useVaultSearch }) } const applyMutation = useMutation({ @@ -434,15 +482,18 @@ const Chat = forwardRef((props, ref) => { ), ) }} - onSubmit={(content) => { + onSubmit={(content, useVaultSearch) => { if (editorStateToPlainText(content).trim() === '') return - handleSubmit([ - ...chatMessages.slice(0, index), - { - ...message, - content, - }, - ]) + handleSubmit( + [ + ...chatMessages.slice(0, index), + { + ...message, + content, + }, + ], + useVaultSearch, + ) chatUserInputRefs.current.get(inputMessage.id)?.focus() }} onFocus={() => { @@ -469,6 +520,7 @@ const Chat = forwardRef((props, ref) => { ), )} + ((props, ref) => { content, })) }} - onSubmit={(content) => { + onSubmit={(content, useVaultSearch) => { if (editorStateToPlainText(content).trim() === '') return - handleSubmit([...chatMessages, { ...inputMessage, content }]) + handleSubmit( + [...chatMessages, { ...inputMessage, content }], + useVaultSearch, + ) chatUserInputRefs.current.get(inputMessage.id)?.clear() setInputMessage(getNewInputMessage(app)) handleScrollToBottom() diff --git a/src/components/chat-view/MarkdownCodeComponent.tsx b/src/components/chat-view/MarkdownCodeComponent.tsx index 6fe99c2..a7034f2 100644 --- a/src/components/chat-view/MarkdownCodeComponent.tsx +++ b/src/components/chat-view/MarkdownCodeComponent.tsx @@ -1,13 +1,10 @@ import { Check, CopyIcon, Loader2 } from 'lucide-react' -import { PropsWithChildren, memo, useMemo, useState } from 'react' -import { Prism as SyntaxHighlighter } from 'react-syntax-highlighter' -import { - oneDark, - oneLight, -} from 'react-syntax-highlighter/dist/esm/styles/prism' +import { PropsWithChildren, useMemo, useState } from 'react' import { useDarkModeContext } from '../../contexts/dark-mode-context' +import { MemoizedSyntaxHighlighterWrapper } from './SyntaxHighlighterWrapper' + export default function MarkdownCodeComponent({ onApply, isApplying, @@ -86,48 +83,3 @@ export default function MarkdownCodeComponent({ ) } - -function SyntaxHighlighterWrapper({ - isDarkMode, - language, - hasFilename, - wrapLines, - children, -}: { - isDarkMode: boolean - language: string | undefined - hasFilename: boolean - wrapLines: boolean - children: string -}) { - return ( - - {children} - - ) -} - -const MemoizedSyntaxHighlighterWrapper = memo(SyntaxHighlighterWrapper) diff --git a/src/components/chat-view/MarkdownReferenceBlock.tsx b/src/components/chat-view/MarkdownReferenceBlock.tsx new file mode 100644 index 0000000..bad20c1 --- /dev/null +++ b/src/components/chat-view/MarkdownReferenceBlock.tsx @@ -0,0 +1,96 @@ +import { MarkdownView } from 'obsidian' +import { PropsWithChildren, useEffect, useMemo, useState } from 'react' + +import { useApp } from '../../contexts/app-context' +import { useDarkModeContext } from '../../contexts/dark-mode-context' +import { readTFileContent } from '../../utils/obsidian' + +import { MemoizedSyntaxHighlighterWrapper } from './SyntaxHighlighterWrapper' + +export default function MarkdownReferenceBlock({ + filename, + startLine, + endLine, + language, +}: PropsWithChildren<{ + filename: string + startLine: number + endLine: number + language?: string +}>) { + const app = useApp() + const { isDarkMode } = useDarkModeContext() + const [blockContent, setBlockContent] = useState(null) + + const wrapLines = useMemo(() => { + return !language || ['markdown'].includes(language) + }, [language]) + + useEffect(() => { + async function fetchBlockContent() { + const file = app.vault.getFileByPath(filename) + if (!file) { + setBlockContent(null) + return + } + const fileContent = await readTFileContent(file, app.vault) + const content = fileContent + .split('\n') + .slice(startLine - 1, endLine) + .join('\n') + setBlockContent(content) + } + + fetchBlockContent() + }, [filename, startLine, endLine, app.vault]) + + const handleClick = () => { + const file = app.vault.getFileByPath(filename) + if (!file) return + + const existingLeaf = app.workspace + .getLeavesOfType('markdown') + .find( + (leaf) => + leaf.view instanceof MarkdownView && + leaf.view.file?.path === file.path, + ) + + if (existingLeaf) { + app.workspace.setActiveLeaf(existingLeaf, { focus: true }) + const view = existingLeaf.view as MarkdownView + view.setEphemeralState({ line: startLine }) + } else { + const leaf = app.workspace.getLeaf('tab') + leaf.openFile(file, { + eState: { line: startLine }, + }) + } + } + + // TODO: Update styles + return ( + blockContent && ( +
+
+ {filename && ( +
+ {filename} +
+ )} +
+ + {blockContent} + +
+ ) + ) +} diff --git a/src/components/chat-view/QueryProgress.tsx b/src/components/chat-view/QueryProgress.tsx new file mode 100644 index 0000000..bb5bd34 --- /dev/null +++ b/src/components/chat-view/QueryProgress.tsx @@ -0,0 +1,85 @@ +import { SelectVector } from '../../db/schema' + +export type QueryProgressState = + | { + type: 'reading-mentionables' + } + | { + type: 'indexing' + indexProgress: IndexProgress + } + | { + type: 'querying' + } + | { + type: 'querying-done' + queryResult: (Omit & { similarity: number })[] + } + | { + type: 'idle' + } + +export type IndexProgress = { + completedChunks: number + totalChunks: number + totalFiles: number +} + +// TODO: Update style +export default function QueryProgress({ + state, +}: { + state: QueryProgressState +}) { + switch (state.type) { + case 'idle': + return null + case 'reading-mentionables': + return ( +
+

+ Reading mentioned files + +

+
+ ) + case 'indexing': + return ( +
+

+ {`Indexing ${state.indexProgress.totalFiles} file`} + +

+

{`${state.indexProgress.completedChunks}/${state.indexProgress.totalChunks} chunks indexed`}

+
+ ) + case 'querying': + return ( +
+

+ Querying the vault + +

+
+ ) + case 'querying-done': + return ( +
+

+ Reading related files + +

+ {state.queryResult.map((result) => ( +
+

{result.path}

+

{result.similarity}

+
+ ))} +
+ ) + } +} + +function DotLoader() { + return +} diff --git a/src/components/chat-view/ReactMarkdown.tsx b/src/components/chat-view/ReactMarkdown.tsx index 0cd206c..3f27306 100644 --- a/src/components/chat-view/ReactMarkdown.tsx +++ b/src/components/chat-view/ReactMarkdown.tsx @@ -7,6 +7,7 @@ import { } from '../../utils/parse-smtcmp-block' import MarkdownCodeComponent from './MarkdownCodeComponent' +import MarkdownReferenceBlock from './MarkdownReferenceBlock' function ReactMarkdown({ onApply, @@ -29,6 +30,13 @@ function ReactMarkdown({ {block.content} + ) : block.startLine && block.endLine && block.filename ? ( + ) : ( + {children} + + ) +} + +export const MemoizedSyntaxHighlighterWrapper = memo(SyntaxHighlighterWrapper) diff --git a/src/components/chat-view/chat-input/ChatUserInput.tsx b/src/components/chat-view/chat-input/ChatUserInput.tsx index 99233cd..9116991 100644 --- a/src/components/chat-view/chat-input/ChatUserInput.tsx +++ b/src/components/chat-view/chat-input/ChatUserInput.tsx @@ -39,6 +39,7 @@ import OnMutationPlugin, { import UpdaterPlugin, { UpdaterPluginRef, } from './plugins/updater/UpdaterPlugin' +import { VaultSearchButton } from './VaultSearchButton' export type ChatUserInputRef = { focus: () => void @@ -48,7 +49,7 @@ export type ChatUserInputRef = { export type ChatUserInputProps = { message: SerializedEditorState | null // TODO: fix name to initialContent onChange: (content: SerializedEditorState) => void - onSubmit: (content: SerializedEditorState) => void + onSubmit: (content: SerializedEditorState, useVaultSearch?: boolean) => void onFocus: () => void mentionables: Mentionable[] setMentionables: (mentionables: Mentionable[]) => void @@ -103,7 +104,7 @@ const ChatUserInput = forwardRef( // eslint-disable-next-line react-hooks/exhaustive-deps }, []) - const searchFilesByQuery = useCallback( + const searchResultByQuery = useCallback( (query: string) => fuzzySearch(app, query), [app], ) @@ -196,6 +197,11 @@ const ChatUserInput = forwardRef( }) } + const handleSubmit = (useVaultSearch?: boolean) => { + const content = editorRef.current?.getEditorState()?.toJSON() + content && onSubmit(content, useVaultSearch) + } + return (
{mentionables.length > 0 && ( @@ -235,7 +241,7 @@ const ChatUserInput = forwardRef( {autoFocus && } ( /> { + onEnter={(evt, useVaultSearch?: boolean) => { evt.preventDefault() evt.stopPropagation() - const content = editorRef.current?.getEditorState()?.toJSON() - content && onSubmit(content) + handleSubmit(useVaultSearch) }} /> ( - +
+ + { + handleSubmit(true) + }} + /> +
) }, diff --git a/src/components/chat-view/chat-input/MentionableBadge.tsx b/src/components/chat-view/chat-input/MentionableBadge.tsx index 1e6a6ac..8a129b4 100644 --- a/src/components/chat-view/chat-input/MentionableBadge.tsx +++ b/src/components/chat-view/chat-input/MentionableBadge.tsx @@ -6,8 +6,12 @@ import { MentionableBlock, MentionableCurrentFile, MentionableFile, + MentionableFolder, + MentionableVault, } from '../../../types/mentionable' +import { getMentionableIcon } from './utils/get-metionable-icon' + function BadgeBase({ children, onDelete, @@ -34,15 +38,71 @@ function FileBadge({ mentionable: MentionableFile onDelete: () => void }) { + const Icon = getMentionableIcon(mentionable) return (
+ {Icon && ( + + )} {mentionable.file.name}
) } +function FolderBadge({ + mentionable, + onDelete, +}: { + mentionable: MentionableFolder + onDelete: () => void +}) { + const Icon = getMentionableIcon(mentionable) + return ( + + {/* TODO: Update style */} +
+ {Icon && ( + + )} + {mentionable.folder.name} +
+ + ) +} + +function VaultBadge({ + // eslint-disable-next-line @typescript-eslint/no-unused-vars + mentionable, + onDelete, +}: { + mentionable: MentionableVault + onDelete: () => void +}) { + const Icon = getMentionableIcon(mentionable) + return ( + + {/* TODO: Update style */} +
+ {Icon && ( + + )} + Vault +
+ + ) +} + function CurrentFileBadge({ mentionable, onDelete, @@ -50,9 +110,16 @@ function CurrentFileBadge({ mentionable: MentionableCurrentFile onDelete: () => void }) { + const Icon = getMentionableIcon(mentionable) return mentionable.file ? (
+ {Icon && ( + + )} {`${mentionable.file.name}`}
@@ -69,9 +136,16 @@ function BlockBadge({ mentionable: MentionableBlock onDelete: () => void }) { + const Icon = getMentionableIcon(mentionable) return (
+ {Icon && ( + + )} {`${mentionable.file.name}`}
@@ -91,6 +165,10 @@ export default function MentionableBadge({ switch (mentionable.type) { case 'file': return + case 'folder': + return + case 'vault': + return case 'current-file': return case 'block': diff --git a/src/components/chat-view/chat-input/VaultSearchButton.tsx b/src/components/chat-view/chat-input/VaultSearchButton.tsx new file mode 100644 index 0000000..152b1a3 --- /dev/null +++ b/src/components/chat-view/chat-input/VaultSearchButton.tsx @@ -0,0 +1,41 @@ +import * as Tooltip from '@radix-ui/react-tooltip' +import { + ArrowBigUp, + ChevronUp, + Command, + CornerDownLeftIcon, +} from 'lucide-react' +import { Platform } from 'obsidian' + +export function VaultSearchButton({ onClick }: { onClick: () => void }) { + return ( + <> + + + + + + + + Search through your entire vault + + + + + + ) +} diff --git a/src/components/chat-view/chat-input/plugins/mention/MentionPlugin.tsx b/src/components/chat-view/chat-input/plugins/mention/MentionPlugin.tsx index 28dab41..4826dae 100644 --- a/src/components/chat-view/chat-input/plugins/mention/MentionPlugin.tsx +++ b/src/components/chat-view/chat-input/plugins/mention/MentionPlugin.tsx @@ -10,13 +10,14 @@ import { useLexicalComposerContext } from '@lexical/react/LexicalComposerContext' import { $createTextNode, COMMAND_PRIORITY_NORMAL, TextNode } from 'lexical' -import { TFile } from 'obsidian' import { useCallback, useMemo, useState } from 'react' import { createPortal } from 'react-dom' import { serializeMentionable } from 'src/utils/mentionable' -import { Mentionable, MentionableFile } from '../../../../../types/mentionable' +import { Mentionable } from '../../../../../types/mentionable' +import { SearchableMentionable } from '../../../../../utils/fuzzy-search' import { getMentionableName } from '../../../../../utils/mentionable' +import { getMentionableIcon } from '../../utils/get-metionable-icon' import { MenuOption, MenuTextMatch } from '../shared/LexicalMenu' import { LexicalTypeaheadMenuPlugin, @@ -101,12 +102,27 @@ function getPossibleQueryMatch(text: string): MenuTextMatch | null { class MentionTypeaheadOption extends MenuOption { name: string - file: TFile - - constructor(file: TFile) { - super(file.path) - this.name = file.name - this.file = file + mentionable: Mentionable + icon: React.ReactNode + + constructor(result: SearchableMentionable) { + switch (result.type) { + case 'file': + super(result.file.path) + this.name = result.file.name + this.mentionable = result + break + case 'folder': + super(result.folder.path) + this.name = result.folder.name + this.mentionable = result + break + case 'vault': + super('vault') + this.name = 'Vault' + this.mentionable = result + break + } } } @@ -127,6 +143,8 @@ function MentionsTypeaheadMenuItem({ if (isSelected) { className += ' selected' } + + const Icon = getMentionableIcon(option.mentionable) return (
  • + {Icon && } {option.name}
    • ) } export default function NewMentionsPlugin({ - searchFilesByQuery, + searchResultByQuery, onAddMention, }: { - searchFilesByQuery: (query: string) => TFile[] + searchResultByQuery: (query: string) => SearchableMentionable[] onAddMention: (mentionable: Mentionable) => void }): JSX.Element | null { const [editor] = useLexicalComposerContext() @@ -157,8 +176,8 @@ export default function NewMentionsPlugin({ const results = useMemo(() => { if (queryString == null) return [] - return searchFilesByQuery(queryString) - }, [queryString, searchFilesByQuery]) + return searchResultByQuery(queryString) + }, [queryString, searchResultByQuery]) const checkForSlashTriggerMatch = useBasicTypeaheadTriggerMatch('/', { minLength: 0, @@ -178,14 +197,10 @@ export default function NewMentionsPlugin({ nodeToReplace: TextNode | null, closeMenu: () => void, ) => { - const mentionable: MentionableFile = { - type: 'file', - file: selectedOption.file, - } editor.update(() => { const mentionNode = $createMentionNode( - getMentionableName(mentionable), - serializeMentionable(mentionable), + getMentionableName(selectedOption.mentionable), + serializeMentionable(selectedOption.mentionable), ) if (nodeToReplace) { nodeToReplace.replace(mentionNode) @@ -198,7 +213,7 @@ export default function NewMentionsPlugin({ closeMenu() }) - onAddMention(mentionable) + onAddMention(selectedOption.mentionable) }, [editor, onAddMention], ) diff --git a/src/components/chat-view/chat-input/plugins/on-enter/OnEnterPlugin.tsx b/src/components/chat-view/chat-input/plugins/on-enter/OnEnterPlugin.tsx index 06deeb0..899fa08 100644 --- a/src/components/chat-view/chat-input/plugins/on-enter/OnEnterPlugin.tsx +++ b/src/components/chat-view/chat-input/plugins/on-enter/OnEnterPlugin.tsx @@ -1,11 +1,12 @@ import { useLexicalComposerContext } from '@lexical/react/LexicalComposerContext' import { COMMAND_PRIORITY_LOW, KEY_ENTER_COMMAND } from 'lexical' +import { Platform } from 'obsidian' import { useEffect } from 'react' export default function OnEnterPlugin({ onEnter, }: { - onEnter: (evt: KeyboardEvent) => void + onEnter: (evt: KeyboardEvent, useVaultSearch?: boolean) => void }) { const [editor] = useLexicalComposerContext() @@ -14,9 +15,13 @@ export default function OnEnterPlugin({ KEY_ENTER_COMMAND, (evt: KeyboardEvent) => { if (evt.shiftKey) { + if (Platform.isMacOS ? evt.metaKey : evt.ctrlKey) { + onEnter(evt, true) + return true + } return false } - onEnter(evt) + onEnter(evt, false) return true }, COMMAND_PRIORITY_LOW, diff --git a/src/components/chat-view/chat-input/utils/get-metionable-icon.ts b/src/components/chat-view/chat-input/utils/get-metionable-icon.ts new file mode 100644 index 0000000..3d31e9f --- /dev/null +++ b/src/components/chat-view/chat-input/utils/get-metionable-icon.ts @@ -0,0 +1,18 @@ +import { FileIcon, FolderClosedIcon, FoldersIcon } from 'lucide-react' + +import { Mentionable } from '../../../../types/mentionable' + +export const getMentionableIcon = (mentionable: Mentionable) => { + switch (mentionable.type) { + case 'file': + return FileIcon + case 'folder': + return FolderClosedIcon + case 'vault': + return FoldersIcon + case 'current-file': + return FileIcon + default: + return null + } +} diff --git a/src/constants.ts b/src/constants.ts index cbb6d11..031a2c7 100644 --- a/src/constants.ts +++ b/src/constants.ts @@ -1,16 +1,6 @@ -import { SmartCopilotSettings } from './types/settings' - export const CHAT_VIEW_TYPE = 'smtcmp-chat-view' export const APPLY_VIEW_TYPE = 'smtcmp-apply-view' -export const DEFAULT_SETTINGS: SmartCopilotSettings = { - openAIApiKey: '', - groqApiKey: '', - anthropicApiKey: '', - chatModel: 'claude-3-5-sonnet-20240620', - applyModel: 'gpt-4o-mini', -} - export const CHAT_MODEL_OPTIONS = [ { name: 'claude-3.5-sonnet (Recommended)', @@ -48,3 +38,19 @@ export const APPLY_MODEL_OPTIONS = [ value: 'llama-3.1-70b-versatile', }, ] + +// Update table exports in src/db/schema.ts when updating this +export const EMBEDDING_MODEL_OPTIONS = [ + { + name: 'text-embedding-3-small (Recommended)', + value: 'text-embedding-3-small', + dimension: 1536, + }, + { + name: 'text-embedding-3-large', + value: 'text-embedding-3-large', + dimension: 3072, + }, +] + +export const PGLITE_DB_PATH = '.smtcmp_vector_db.tar.gz' diff --git a/src/contexts/rag-context.tsx b/src/contexts/rag-context.tsx new file mode 100644 index 0000000..777d39c --- /dev/null +++ b/src/contexts/rag-context.tsx @@ -0,0 +1,26 @@ +import { PropsWithChildren, createContext, useContext } from 'react' + +import { RAGEngine } from '../utils/ragEngine' + +export type RAGContextType = { + ragEngine: RAGEngine | null +} + +const RAGContext = createContext(null) + +export function RAGProvider({ + ragEngine, + children, +}: PropsWithChildren<{ ragEngine: RAGEngine | null }>) { + return ( + {children} + ) +} + +export function useRAG() { + const context = useContext(RAGContext) + if (!context) { + throw new Error('useRAG must be used within a RAGProvider') + } + return context +} diff --git a/src/db/migrations.json b/src/db/migrations.json new file mode 100644 index 0000000..1aded28 --- /dev/null +++ b/src/db/migrations.json @@ -0,0 +1,20 @@ +[ + { + "sql": [ + "-- Custom SQL migration file, put you code below! --\nCREATE EXTENSION IF NOT EXISTS vector;" + ], + "bps": true, + "folderMillis": 1729509950412, + "hash": "6c20ce195f8fc8f8ccb136af42a856f90c3e62e0727ad2e9cd1f01e59efc3a86" + }, + { + "sql": [ + "CREATE TABLE IF NOT EXISTS \"vector_data_text_embedding_3_small\" (\n\t\"id\" serial PRIMARY KEY NOT NULL,\n\t\"path\" text NOT NULL,\n\t\"mtime\" bigint NOT NULL,\n\t\"content\" text NOT NULL,\n\t\"embedding\" vector(1536),\n\t\"metadata\" jsonb NOT NULL\n);\n", + "\nCREATE TABLE IF NOT EXISTS \"vector_data_text_embedding_3_large\" (\n\t\"id\" serial PRIMARY KEY NOT NULL,\n\t\"path\" text NOT NULL,\n\t\"mtime\" bigint NOT NULL,\n\t\"content\" text NOT NULL,\n\t\"embedding\" vector(3072),\n\t\"metadata\" jsonb NOT NULL\n);\n", + "\nCREATE INDEX IF NOT EXISTS \"embeddingIndex_text_embedding_3_small\" ON \"vector_data_text_embedding_3_small\" USING hnsw (\"embedding\" vector_cosine_ops);" + ], + "bps": true, + "folderMillis": 1729509994653, + "hash": "30520313039892c9c07b13185b6e4aa0b0f9a09b851db96e0f6e400303560aec" + } +] diff --git a/src/db/schema.ts b/src/db/schema.ts new file mode 100644 index 0000000..88a4b92 --- /dev/null +++ b/src/db/schema.ts @@ -0,0 +1,57 @@ +import { + bigint, + index, + jsonb, + pgTable, + serial, + text, + vector, +} from 'drizzle-orm/pg-core' + +import { EMBEDDING_MODEL_OPTIONS } from '../constants' +import { EmbeddingModelName } from '../types/embedding' + +const createVectorTable = (name: string, dimension: number) => { + const sanitizedName = name.replace(/[^a-zA-Z0-9]/g, '_') + return pgTable( + `vector_data_${sanitizedName}`, + { + id: serial('id').primaryKey(), + path: text('path').notNull(), + mtime: bigint('mtime', { mode: 'number' }).notNull(), + content: text('content').notNull(), + embedding: vector('embedding', { dimensions: dimension }), + metadata: jsonb('metadata').notNull().$type(), + }, + dimension <= 2000 // pgvector only supports hnsw for dimensions <= 2000 + ? (table) => ({ + embeddingIndex: index(`embeddingIndex_${sanitizedName}`).using( + 'hnsw', + table.embedding.op('vector_cosine_ops'), + ), + }) + : undefined, + ) +} + +export const vectorTables = EMBEDDING_MODEL_OPTIONS.reduce< + Record> +>((acc, modelOption) => { + acc[modelOption.value] = createVectorTable( + modelOption.value, + modelOption.dimension, + ) + return acc +}, {}) + +export type VectorTable = (typeof vectorTables)[M] +export type SelectVector = VectorTable['$inferSelect'] +export type InsertVector = VectorTable['$inferInsert'] +export type VectorMetaData = { + startLine: number + endLine: number +} + +// 'npx drizzle-kit generate' requires individual table exports to generate correct migration files +export const vectorTable0 = vectorTables[EMBEDDING_MODEL_OPTIONS[0].value] +export const vectorTable1 = vectorTables[EMBEDDING_MODEL_OPTIONS[1].value] diff --git a/src/hooks/useChatHistory.ts b/src/hooks/useChatHistory.ts index cee12e0..94a5e6c 100644 --- a/src/hooks/useChatHistory.ts +++ b/src/hooks/useChatHistory.ts @@ -23,6 +23,7 @@ const serializeChatMessage = (message: ChatMessage): SerializedChatMessage => { return { role: 'user', content: message.content, + promptContent: message.promptContent, id: message.id, mentionables: message.mentionables.map(serializeMentionable), } @@ -44,6 +45,7 @@ const deserializeChatMessage = ( return { role: 'user', content: message.content, + promptContent: message.promptContent, id: message.id, mentionables: message.mentionables .map((m) => deserializeMentionable(m, app)) diff --git a/src/main.ts b/src/main.ts index 16eb010..02dbcc4 100644 --- a/src/main.ts +++ b/src/main.ts @@ -1,18 +1,23 @@ -import { Editor, MarkdownView, Plugin } from 'obsidian' +import { Editor, MarkdownView, Notice, Plugin } from 'obsidian' import { ApplyView } from './ApplyView' import { ChatView } from './ChatView' import { ChatProps } from './components/chat-view/Chat' -import { APPLY_VIEW_TYPE, CHAT_VIEW_TYPE, DEFAULT_SETTINGS } from './constants' +import { APPLY_VIEW_TYPE, CHAT_VIEW_TYPE } from './constants' import { SmartCopilotSettingTab } from './settings/SettingTab' -import { SmartCopilotSettings } from './types/settings' +import { + SmartCopilotSettings, + parseSmartCopilotSettings, +} from './types/settings' import { getMentionableBlockData } from './utils/obsidian' +import { RAGEngine } from './utils/ragEngine' // Remember to rename these classes and interfaces! export default class SmartCopilotPlugin extends Plugin { settings: SmartCopilotSettings initialChatProps?: ChatProps // TODO: change this to use view state like ApplyView settingsChangeListeners: ((newSettings: SmartCopilotSettings) => void)[] = [] + ragEngine: RAGEngine | null = null async onload() { await this.loadSettings() @@ -40,6 +45,68 @@ export default class SmartCopilotPlugin extends Plugin { }, }) + this.addCommand({ + id: 'rebuild-vault-index', + name: 'Rebuild entire vault index', + callback: async () => { + const notice = new Notice('Rebuilding vault index...', 0) + try { + const ragEngine = await this.getRAGEngine() + await ragEngine.updateVaultIndex( + { reindexAll: true }, + (queryProgress) => { + if (queryProgress.type === 'indexing') { + const { completedChunks, totalChunks } = + queryProgress.indexProgress + notice.setMessage( + `Indexing chunks: ${completedChunks} / ${totalChunks}`, + ) + } + }, + ) + notice.setMessage('Rebuilding vault index complete') + } catch (error) { + console.error(error) + notice.setMessage('Rebuilding vault index failed') + } finally { + setTimeout(() => { + notice.hide() + }, 1000) + } + }, + }) + + this.addCommand({ + id: 'update-vault-index', + name: 'Update index for modified files', + callback: async () => { + const notice = new Notice('Updating vault index...', 0) + try { + const ragEngine = await this.getRAGEngine() + await ragEngine.updateVaultIndex( + { reindexAll: false }, + (queryProgress) => { + if (queryProgress.type === 'indexing') { + const { completedChunks, totalChunks } = + queryProgress.indexProgress + notice.setMessage( + `Indexing chunks: ${completedChunks} / ${totalChunks}`, + ) + } + }, + ) + notice.setMessage('Vault index updated') + } catch (error) { + console.error(error) + notice.setMessage('Vault index update failed') + } finally { + setTimeout(() => { + notice.hide() + }, 1000) + } + }, + }) + // This adds a settings tab so the user can configure various aspects of the plugin this.addSettingTab(new SmartCopilotSettingTab(this.app, this)) } @@ -47,12 +114,13 @@ export default class SmartCopilotPlugin extends Plugin { onunload() {} async loadSettings() { - this.settings = Object.assign({}, DEFAULT_SETTINGS, await this.loadData()) + this.settings = parseSmartCopilotSettings(await this.loadData()) } async setSettings(newSettings: SmartCopilotSettings) { this.settings = newSettings await this.saveData(newSettings) + this.ragEngine?.setSettings(newSettings) this.settingsChangeListeners.forEach((listener) => listener(newSettings)) } @@ -116,4 +184,11 @@ export default class SmartCopilotPlugin extends Plugin { chatView.addSelectionToChat(data) chatView.focusMessage() } + + async getRAGEngine(): Promise { + if (!this.ragEngine) { + this.ragEngine = await RAGEngine.create(this.app, this.settings) + } + return this.ragEngine + } } diff --git a/src/settings/SettingTab.tsx b/src/settings/SettingTab.tsx index e96b567..ff9cfc2 100644 --- a/src/settings/SettingTab.tsx +++ b/src/settings/SettingTab.tsx @@ -1,6 +1,10 @@ import { App, PluginSettingTab, Setting } from 'obsidian' -import { APPLY_MODEL_OPTIONS, CHAT_MODEL_OPTIONS } from '../constants' +import { + APPLY_MODEL_OPTIONS, + CHAT_MODEL_OPTIONS, + EMBEDDING_MODEL_OPTIONS, +} from '../constants' import SmartCopilotPlugin from '../main' export class SmartCopilotSettingTab extends PluginSettingTab { @@ -111,5 +115,122 @@ export class SmartCopilotSettingTab extends PluginSettingTab { }) }), ) + + new Setting(containerEl) + .setName('Embedding Model') + .setDesc('Choose the model you want to use for embeddings') + .addDropdown((dropdown) => + dropdown + .addOptions( + EMBEDDING_MODEL_OPTIONS.reduce>( + (acc, option) => { + acc[option.value] = option.name + return acc + }, + {}, + ), + ) + .setValue(this.plugin.settings.embeddingModel) + .onChange(async (value) => { + await this.plugin.setSettings({ + ...this.plugin.settings, + embeddingModel: value, + }) + }), + ) + + new Setting(containerEl).setHeading().setName('RAG Options') + + new Setting(containerEl) + .setName('Chunk Size') + .setDesc( + 'Set the chunk size for text splitting. After changing this, please re-index the vault using the "Rebuild entire vault index" command.', + ) + .addText((text) => + text + .setPlaceholder('1000') + .setValue(String(this.plugin.settings.ragOptions.chunkSize)) + .onChange(async (value) => { + const chunkSize = parseInt(value, 10) + if (!isNaN(chunkSize)) { + await this.plugin.setSettings({ + ...this.plugin.settings, + ragOptions: { + ...this.plugin.settings.ragOptions, + chunkSize, + }, + }) + } + }), + ) + + new Setting(containerEl) + .setName('Threshold Tokens') + .setDesc( + 'Maximum number of tokens before switching to RAG. If the total tokens from mentioned files exceed this, RAG will be used instead of including all file contents.', + ) + .addText((text) => + text + .setPlaceholder('8192') + .setValue(String(this.plugin.settings.ragOptions.thresholdTokens)) + .onChange(async (value) => { + const thresholdTokens = parseInt(value, 10) + if (!isNaN(thresholdTokens)) { + await this.plugin.setSettings({ + ...this.plugin.settings, + ragOptions: { + ...this.plugin.settings.ragOptions, + thresholdTokens, + }, + }) + } + }), + ) + + new Setting(containerEl) + .setName('Minimum Similarity') + .setDesc( + 'Minimum similarity score for RAG results. Higher values return more relevant but potentially fewer results.', + ) + .addText((text) => + text + .setPlaceholder('0.0') + .setValue(String(this.plugin.settings.ragOptions.minSimilarity)) + .onChange(async (value) => { + const minSimilarity = parseFloat(value) + if (!isNaN(minSimilarity)) { + await this.plugin.setSettings({ + ...this.plugin.settings, + ragOptions: { + ...this.plugin.settings.ragOptions, + minSimilarity, + }, + }) + } + }), + ) + + new Setting(containerEl) + .setName('Limit') + .setDesc( + 'Maximum number of RAG results to include in the prompt. Higher values provide more context but increase token usage.', + ) + .addText((text) => + text + .setPlaceholder('10') + .setValue(String(this.plugin.settings.ragOptions.limit)) + .onChange(async (value) => { + const limit = parseInt(value, 10) + if (!isNaN(limit)) { + await this.plugin.setSettings({ + ...this.plugin.settings, + ragOptions: { + ...this.plugin.settings.ragOptions, + limit, + }, + }) + } + }), + ) } } diff --git a/src/types/chat.ts b/src/types/chat.ts index 9717933..acca208 100644 --- a/src/types/chat.ts +++ b/src/types/chat.ts @@ -5,6 +5,7 @@ import { Mentionable, SerializedMentionable } from './mentionable' export type ChatUserMessage = { role: 'user' content: SerializedEditorState | null + promptContent: string | null id: string mentionables: Mentionable[] } @@ -18,6 +19,7 @@ export type ChatMessage = ChatUserMessage | ChatAssistantMessage export type SerializedChatUserMessage = { role: 'user' content: SerializedEditorState | null + promptContent: string | null id: string mentionables: SerializedMentionable[] } diff --git a/src/types/embedding.ts b/src/types/embedding.ts new file mode 100644 index 0000000..07a6a05 --- /dev/null +++ b/src/types/embedding.ts @@ -0,0 +1,9 @@ +export type EmbeddingModelName = + | 'text-embedding-3-small' + | 'text-embedding-3-large' + +export type EmbeddingModel = { + name: EmbeddingModelName + dimension: number + getEmbedding: (text: string) => Promise +} diff --git a/src/types/mentionable.ts b/src/types/mentionable.ts index fa40fc0..05c4d46 100644 --- a/src/types/mentionable.ts +++ b/src/types/mentionable.ts @@ -1,9 +1,16 @@ -import { TFile } from 'obsidian' +import { TFile, TFolder } from 'obsidian' export type MentionableFile = { type: 'file' file: TFile } +export type MentionableFolder = { + type: 'folder' + folder: TFolder +} +export type MentionableVault = { + type: 'vault' +} export type MentionableCurrentFile = { type: 'current-file' file: TFile | null @@ -19,6 +26,8 @@ export type MentionableBlock = MentionableBlockData & { } export type Mentionable = | MentionableFile + | MentionableFolder + | MentionableVault | MentionableCurrentFile | MentionableBlock @@ -26,6 +35,13 @@ export type SerializedMentionableFile = { type: 'file' file: string } +export type SerializedMentionableFolder = { + type: 'folder' + folder: string +} +export type SerializedMentionableVault = { + type: 'vault' +} export type SerializedMentionableCurrentFile = { type: 'current-file' file: string | null @@ -39,5 +55,7 @@ export type SerializedMentionableBlock = { } export type SerializedMentionable = | SerializedMentionableFile + | SerializedMentionableFolder + | SerializedMentionableVault | SerializedMentionableCurrentFile | SerializedMentionableBlock diff --git a/src/types/settings.ts b/src/types/settings.ts index 7f8f1e5..1679e4e 100644 --- a/src/types/settings.ts +++ b/src/types/settings.ts @@ -1,7 +1,24 @@ -export type SmartCopilotSettings = { - openAIApiKey: string - groqApiKey: string - anthropicApiKey: string - chatModel: string - applyModel: string +import { z } from 'zod' + +const smartCopilotSettingsSchema = z.object({ + openAIApiKey: z.string().default(''), + groqApiKey: z.string().default(''), + anthropicApiKey: z.string().default(''), + chatModel: z.string().default('claude-3-5-sonnet-20240620'), + applyModel: z.string().default('gpt-4o-mini'), + embeddingModel: z.string().default('text-embedding-3-small'), + ragOptions: z + .object({ + chunkSize: z.number().default(1000), + thresholdTokens: z.number().default(8192), + minSimilarity: z.number().default(0.0), + limit: z.number().default(10), + }) + .default({}), +}) + +export type SmartCopilotSettings = z.infer + +export function parseSmartCopilotSettings(data: unknown): SmartCopilotSettings { + return smartCopilotSettingsSchema.parse(data) } diff --git a/src/utils/embedding.ts b/src/utils/embedding.ts new file mode 100644 index 0000000..31b8318 --- /dev/null +++ b/src/utils/embedding.ts @@ -0,0 +1,49 @@ +import { OpenAI } from 'openai' + +import { EmbeddingModel } from '../types/embedding' + +export const getEmbeddingModel = ( + name: string, + apiKeys: { + openAIApiKey: string + }, +): EmbeddingModel => { + switch (name) { + case 'text-embedding-3-small': { + const openai = new OpenAI({ + apiKey: apiKeys.openAIApiKey, + dangerouslyAllowBrowser: true, + }) + return { + name: 'text-embedding-3-small', + dimension: 1536, + getEmbedding: async (text: string) => { + const embedding = await openai.embeddings.create({ + model: 'text-embedding-3-small', + input: text, + }) + return embedding.data[0].embedding + }, + } + } + case 'text-embedding-3-large': { + const openai = new OpenAI({ + apiKey: apiKeys.openAIApiKey, + dangerouslyAllowBrowser: true, + }) + return { + name: 'text-embedding-3-large', + dimension: 3072, + getEmbedding: async (text: string) => { + const embedding = await openai.embeddings.create({ + model: 'text-embedding-3-large', + input: text, + }) + return embedding.data[0].embedding + }, + } + } + default: + throw new Error('Invalid embedding model') + } +} diff --git a/src/utils/fuzzy-search.ts b/src/utils/fuzzy-search.ts index a7858e3..95df5af 100644 --- a/src/utils/fuzzy-search.ts +++ b/src/utils/fuzzy-search.ts @@ -1,9 +1,26 @@ import fuzzysort from 'fuzzysort' -import { App, TFile } from 'obsidian' +import { App, TFile, TFolder } from 'obsidian' + +import { + MentionableFile, + MentionableFolder, + MentionableVault, +} from '../types/mentionable' import { calculateFileDistance, getOpenFiles } from './obsidian' +export type SearchableMentionable = + | MentionableFile + | MentionableFolder + | MentionableVault + +type VaultSearchItem = { + type: 'vault' + path: string +} + type FileWithMetadata = { + type: 'file' path: string file: TFile opened: boolean @@ -11,47 +28,69 @@ type FileWithMetadata = { daysSinceLastModified: number } -function scoreFnWithBoost(score: number, fileWithMetadata: FileWithMetadata) { - let boost = 1 - const { opened, distance, daysSinceLastModified } = fileWithMetadata +type FolderWithMetadata = { + type: 'folder' + path: string + folder: TFolder +} - // Boost for open files - if (opened) boost = Math.max(boost, 3) +type SearchItem = FolderWithMetadata | FileWithMetadata | VaultSearchItem - // Boost for recently modified files - if (daysSinceLastModified < 30) { - const recentBoost = 1 + 2 / (daysSinceLastModified + 2) - boost = Math.max(boost, recentBoost) - } +function scoreFnWithBoost(score: number, searchItem: SearchItem) { + switch (searchItem.type) { + case 'file': { + let boost = 1 + const { opened, distance, daysSinceLastModified } = searchItem - // Boost for nearby files - if (distance !== null && distance > 0 && distance <= 5) { - const nearbyBoost = 1 + 0.5 / Math.max(distance - 1, 1) - boost = Math.max(boost, nearbyBoost) - } + // Boost for open files + if (opened) boost = Math.max(boost, 3) + + // Boost for recently modified files + if (daysSinceLastModified < 30) { + const recentBoost = 1 + 2 / (daysSinceLastModified + 2) + boost = Math.max(boost, recentBoost) + } - // Normalize the boost - const normalizedBoost = - boost > 1 ? Math.log(boost * score + 1) / Math.log(boost + 1) : score - return normalizedBoost + // Boost for nearby files + if (distance !== null && distance > 0 && distance <= 5) { + const nearbyBoost = 1 + 0.5 / Math.max(distance - 1, 1) + boost = Math.max(boost, nearbyBoost) + } + + // Normalize the boost + const normalizedBoost = + boost > 1 ? Math.log(boost * score + 1) / Math.log(boost + 1) : score + return normalizedBoost + } + // TODO: Implement scoring logic for folders + case 'folder': { + return score + } + // TODO: Implement scoring logic for vault + case 'vault': { + return score + } + } } function getEmptyQueryResult( - allFilesWithMetadata: FileWithMetadata[], + searchItems: SearchItem[], limit: number, -) { +): SearchableMentionable[] { // Sort files based on a custom scoring function - const sortedFiles = allFilesWithMetadata.sort((a, b) => { + const sortedFiles = searchItems.sort((a, b) => { const scoreA = scoreFnWithBoost(0.5, a) // Use 0.5 as a base score const scoreB = scoreFnWithBoost(0.5, b) return scoreB - scoreA // Sort in descending order }) // Return only the top 'limit' files - return sortedFiles.slice(0, limit).map((file) => file.file) + return sortedFiles + .slice(0, limit) + .map((item) => searchItemToMentionable(item)) } -export function fuzzySearch(app: App, query: string): TFile[] { +export function fuzzySearch(app: App, query: string): SearchableMentionable[] { const currentFile = app.workspace.getActiveFile() const openFiles = getOpenFiles(app) @@ -60,26 +99,43 @@ export function fuzzySearch(app: App, query: string): TFile[] { return extension === 'md' }) - const allFilesWithMetadata: FileWithMetadata[] = allSupportedFiles.map( - (file) => ({ - path: file.path, - file, - opened: openFiles.some((f) => f.path === file.path), - distance: currentFile - ? currentFile === file - ? null - : calculateFileDistance(currentFile, file) - : null, - daysSinceLastModified: - (Date.now() - file.stat.mtime) / (1000 * 60 * 60 * 24), - }), - ) + const allFilesWithMetadata: SearchItem[] = allSupportedFiles.map((file) => ({ + type: 'file', + path: file.path, + file, + opened: openFiles.some((f) => f.path === file.path), + distance: currentFile + ? currentFile === file + ? null + : calculateFileDistance(currentFile, file) + : null, + daysSinceLastModified: + (Date.now() - file.stat.mtime) / (1000 * 60 * 60 * 24), + })) + + const allFolders = app.vault.getAllFolders() + const allFoldersWithMetadata: SearchItem[] = allFolders.map((folder) => ({ + type: 'folder', + path: folder.path, + folder, + })) + + const vaultItem: VaultSearchItem = { + type: 'vault', + path: 'vault', + } + + const searchItems: SearchItem[] = [ + ...allFilesWithMetadata, + ...allFoldersWithMetadata, + vaultItem, + ] if (!query) { - return getEmptyQueryResult(allFilesWithMetadata, 20) + return getEmptyQueryResult(searchItems, 20) } - const results = fuzzysort.go(query, allFilesWithMetadata, { + const results = fuzzysort.go(query, searchItems, { keys: ['path'], threshold: 0.2, limit: 20, @@ -87,5 +143,24 @@ export function fuzzySearch(app: App, query: string): TFile[] { scoreFn: (result) => scoreFnWithBoost(result.score, result.obj), }) - return results.map((result) => result.obj.file) + return results.map((result) => searchItemToMentionable(result.obj)) +} + +function searchItemToMentionable(item: SearchItem): SearchableMentionable { + switch (item.type) { + case 'file': + return { + type: 'file', + file: item.file, + } + case 'folder': + return { + type: 'folder', + folder: item.folder, + } + case 'vault': + return { + type: 'vault', + } + } } diff --git a/src/utils/mentionable.ts b/src/utils/mentionable.ts index 9b63bd4..9af612f 100644 --- a/src/utils/mentionable.ts +++ b/src/utils/mentionable.ts @@ -11,6 +11,15 @@ export const serializeMentionable = ( type: 'file', file: mentionable.file.path, } + case 'folder': + return { + type: 'folder', + folder: mentionable.folder.path, + } + case 'vault': + return { + type: 'vault', + } case 'current-file': return { type: 'current-file', @@ -43,6 +52,20 @@ export const deserializeMentionable = ( file: file, } } + case 'folder': { + const folder = app.vault.getFolderByPath(mentionable.folder) + if (!folder) { + return null + } + return { + type: 'folder', + folder: folder, + } + } + case 'vault': + return { + type: 'vault', + } case 'current-file': { if (!mentionable.file) { return { @@ -80,6 +103,10 @@ export function getMentionableKey(mentionable: SerializedMentionable): string { switch (mentionable.type) { case 'file': return `file:${mentionable.file}` + case 'folder': + return `folder:${mentionable.folder}` + case 'vault': + return 'vault' case 'current-file': return `current-file:${mentionable.file ?? 'current'}` case 'block': @@ -91,6 +118,10 @@ export function getMentionableName(mentionable: Mentionable): string { switch (mentionable.type) { case 'file': return mentionable.file.name + case 'folder': + return mentionable.folder.name + case 'vault': + return 'Vault' case 'current-file': return mentionable.file?.name ?? 'Current File' case 'block': diff --git a/src/utils/obsidian.ts b/src/utils/obsidian.ts index d12d9d7..0d8ca19 100644 --- a/src/utils/obsidian.ts +++ b/src/utils/obsidian.ts @@ -1,4 +1,4 @@ -import { App, Editor, MarkdownView, TFile, Vault } from 'obsidian' +import { App, Editor, MarkdownView, TFile, TFolder, Vault } from 'obsidian' import { MentionableBlockData } from '../types/mentionable' @@ -18,6 +18,18 @@ export async function readMultipleTFiles( return await Promise.all(readPromises) } +export function getNestedFiles(folder: TFolder, vault: Vault): TFile[] { + const files: TFile[] = [] + for (const child of folder.children) { + if (child instanceof TFile) { + files.push(child) + } else if (child instanceof TFolder) { + files.push(...getNestedFiles(child, vault)) + } + } + return files +} + export async function getMentionableBlockData( editor: Editor, view: MarkdownView, diff --git a/src/utils/parse-smtcmp-block.test.ts b/src/utils/parse-smtcmp-block.test.ts index 6b40152..b98f80c 100644 --- a/src/utils/parse-smtcmp-block.test.ts +++ b/src/utils/parse-smtcmp-block.test.ts @@ -155,4 +155,20 @@ Some text after without closing tag`, const result = parsesmtcmpBlocks(input) expect(result).toEqual(expected) }) + + it('should handle smtcmp_block with startline and endline attributes', () => { + const input = `` + const expected: ParsedSmtcmpBlock[] = [ + { + type: 'smtcmp_block', + content: '', + language: 'markdown', + startLine: 2, + endLine: 5, + }, + ] + + const result = parsesmtcmpBlocks(input) + expect(result).toEqual(expected) + }) }) diff --git a/src/utils/parse-smtcmp-block.ts b/src/utils/parse-smtcmp-block.ts index 8b895ff..07d531c 100644 --- a/src/utils/parse-smtcmp-block.ts +++ b/src/utils/parse-smtcmp-block.ts @@ -7,6 +7,8 @@ export type ParsedSmtcmpBlock = content: string language?: string filename?: string + startLine?: number + endLine?: number } export function parsesmtcmpBlocks(input: string): ParsedSmtcmpBlock[] { @@ -35,6 +37,10 @@ export function parsesmtcmpBlocks(input: string): ParsedSmtcmpBlock[] { const filename = node.attrs.find( (attr) => attr.name === 'filename', )?.value + const startLine = node.attrs.find( + (attr) => attr.name === 'startline', + )?.value + const endLine = node.attrs.find((attr) => attr.name === 'endline')?.value const children = node.childNodes if (children.length === 0) { @@ -43,6 +49,8 @@ export function parsesmtcmpBlocks(input: string): ParsedSmtcmpBlock[] { content: '', language, filename, + startLine: startLine ? parseInt(startLine) : undefined, + endLine: endLine ? parseInt(endLine) : undefined, }) } else { const innerContentStartOffset = @@ -57,6 +65,8 @@ export function parsesmtcmpBlocks(input: string): ParsedSmtcmpBlock[] { content: input.slice(innerContentStartOffset, innerContentEndOffset), language, filename, + startLine: startLine ? parseInt(startLine) : undefined, + endLine: endLine ? parseInt(endLine) : undefined, }) } lastEndOffset = endOffset diff --git a/src/utils/prompt.ts b/src/utils/prompt.ts deleted file mode 100644 index 5001796..0000000 --- a/src/utils/prompt.ts +++ /dev/null @@ -1,121 +0,0 @@ -import { TFile, Vault } from 'obsidian' -import { ChatCompletionMessageParam } from 'openai/resources' - -import { editorStateToPlainText } from '../components/chat-view/chat-input/utils/editor-state-to-plain-text' -import { ChatMessage, ChatUserMessage } from '../types/chat' -import { MentionableBlock, MentionableFile } from '../types/mentionable' - -import { readMultipleTFiles, readTFileContent } from './obsidian' - -const getCurrentFileMessage = async ( - currentFile: TFile, - vault: Vault, -): Promise => { - const fileContent = await readTFileContent(currentFile, vault) - return { - role: 'user', - content: `# Inputs -## Current File -Here is the file I'm looking at. -\`\`\`${currentFile.path} -${fileContent} -\`\`\`\n\n`, - } -} - -const parseUserMessage = async ( - message: ChatUserMessage, - vault: Vault, -): Promise => { - const files = message.mentionables - .filter((m): m is MentionableFile => m.type === 'file') - .map((m) => m.file) - const fileContents = await readMultipleTFiles(files, vault) - const filePrompt = files - .map((file, index) => { - return `\`\`\`${file.path}\n${fileContents[index]}\n\`\`\`\n` - }) - .join('') - - const blocks = message.mentionables.filter( - (m): m is MentionableBlock => m.type === 'block', - ) - const blocksPrompt = blocks - .map(({ file, content }) => { - return `\`\`\`${file.path}\n${content}\n\`\`\`\n` - }) - .join('') - - return `${filePrompt}${blocksPrompt}\n\n${message.content ? editorStateToPlainText(message.content) : ''}\n\n` -} - -export const parseRequestMessages = async ( - messages: ChatMessage[], - vault: Vault, -): Promise => { - if (messages.length === 0) { - throw new Error('No messages provided') - } - const lastUserMessage = messages[messages.length - 1] - if (lastUserMessage.role !== 'user') { - throw new Error('Last message is not a user message') - } - - const systemMessage = { - role: 'system', - content: `You are an intelligent assistant to help answer any questions that the user has, particularly about editing and organizing markdown files in Obsidian. - -1. Please keep your response as concise as possible. Avoid being verbose. - -2. When the user is asking for edits to their markdown, please provide a simplified version of the markdown block emphasizing only the changes. Use comments to show where unchanged content has been skipped. Wrap the markdown block with tags. Add filename and language attributes to the tags. For example: - - -{{ edit_1 }} - -{{ edit_2 }} - - -The user has full access to the file, so they prefer seeing only the changes in the markdown. Often this will mean that the start/end of the file will be skipped, but that's okay! Rewrite the entire file only if specifically requested. Always provide a brief explanation of the updates, except when the user specifically asks for just the content. - -3. Do not lie or make up facts. - -4. Respond in the same language as the user's message. - -5. Format your response in markdown. - -6. When writing out new markdown blocks, also wrap them with tags. For example: - -{{ content }} - - -7. When providing markdown blocks for an existing file, add the filename and language attributes to the tags. Restate the relevant section or heading, so the user knows which part of the file you are editing. For example: - -## Section Title -... -{{ content }} -... -`, - } - - const currentFile = lastUserMessage.mentionables.find( - (m) => m.type === 'current-file', - )?.file - - const currentFileMessage = currentFile - ? await getCurrentFileMessage(currentFile, vault) - : undefined - - const parsedMessages = await Promise.all( - messages.map(async (message) => - message.role === 'user' - ? { role: 'user', content: await parseUserMessage(message, vault) } - : { role: 'assistant', content: message.content }, - ), - ) - - return [ - systemMessage, - ...(currentFileMessage ? [currentFileMessage] : []), - ...parsedMessages.filter((message) => !!message.content), - ] as ChatCompletionMessageParam[] -} diff --git a/src/utils/promptGenerator.ts b/src/utils/promptGenerator.ts new file mode 100644 index 0000000..4a01036 --- /dev/null +++ b/src/utils/promptGenerator.ts @@ -0,0 +1,329 @@ +import { App, TFile } from 'obsidian' + +import { editorStateToPlainText } from '../components/chat-view/chat-input/utils/editor-state-to-plain-text' +import { QueryProgressState } from '../components/chat-view/QueryProgress' +import { ChatMessage, ChatUserMessage } from '../types/chat' +import { RequestMessage } from '../types/llm/request' +import { + MentionableBlock, + MentionableFile, + MentionableFolder, + MentionableVault, +} from '../types/mentionable' +import { SmartCopilotSettings } from '../types/settings' + +import { + getNestedFiles, + readMultipleTFiles, + readTFileContent, +} from './obsidian' +import { RAGEngine } from './ragEngine' +import { tokenCount } from './token' + +export class PromptGenerator { + private ragEngine: RAGEngine + private app: App + private settings: SmartCopilotSettings + + constructor(ragEngine: RAGEngine, app: App, settings: SmartCopilotSettings) { + this.ragEngine = ragEngine + this.app = app + this.settings = settings + } + + public async generateRequestMessages({ + messages, + useVaultSearch, + onQueryProgressChange, + }: { + messages: ChatMessage[] + useVaultSearch?: boolean + onQueryProgressChange?: (queryProgress: QueryProgressState) => void + }): Promise<{ + requestMessages: RequestMessage[] + compiledMessages: ChatMessage[] + }> { + if (messages.length === 0) { + throw new Error('No messages provided') + } + const lastUserMessage = messages[messages.length - 1] + if (lastUserMessage.role !== 'user') { + throw new Error('Last message is not a user message') + } + + const { promptContent, shouldUseRAG } = await this.compileUserMessagePrompt( + { + message: lastUserMessage, + useVaultSearch, + onQueryProgressChange: onQueryProgressChange, + }, + ) + let compiledMessages = [ + ...messages.slice(0, -1), + { + ...lastUserMessage, + promptContent: promptContent, + }, + ] + + // Safeguard: ensure all user messages have parsed content + compiledMessages = await Promise.all( + compiledMessages.map(async (message) => { + if (message.role === 'user' && !message.promptContent) { + const { promptContent } = await this.compileUserMessagePrompt({ + message, + }) + return { + ...message, + promptContent: promptContent, + } + } + return message + }), + ) + + const systemMessage = this.getSystemMessage(shouldUseRAG) + + const currentFile = lastUserMessage.mentionables.find( + (m) => m.type === 'current-file', + )?.file + const currentFileMessage = currentFile + ? await this.getCurrentFileMessage(currentFile) + : undefined + + const requestMessages: RequestMessage[] = [ + systemMessage, + ...(currentFileMessage ? [currentFileMessage] : []), + ...compiledMessages.map((message): RequestMessage => { + if (message.role === 'user') { + return { + role: 'user', + content: message.promptContent ?? '', + } + } else { + return { + role: 'assistant', + content: message.content, + } + } + }), + ...(shouldUseRAG ? [this.getRagInstructionMessage()] : []), + ] + + return { + requestMessages, + compiledMessages, + } + } + + private async compileUserMessagePrompt({ + message, + useVaultSearch, + onQueryProgressChange, + }: { + message: ChatUserMessage + useVaultSearch?: boolean + onQueryProgressChange?: (queryProgress: QueryProgressState) => void + }): Promise<{ + promptContent: string + shouldUseRAG: boolean + }> { + if (!this.ragEngine) { + throw new Error('RAG engine not initialized') + } + if (!message.content) { + return { + promptContent: '', + shouldUseRAG: false, + } + } + const query = editorStateToPlainText(message.content) + + useVaultSearch = + // eslint-disable-next-line @typescript-eslint/prefer-nullish-coalescing + useVaultSearch || + message.mentionables.some( + (m): m is MentionableVault => m.type === 'vault', + ) + + onQueryProgressChange?.({ + type: 'reading-mentionables', + }) + const files = message.mentionables + .filter((m): m is MentionableFile => m.type === 'file') + .map((m) => m.file) + const folders = message.mentionables + .filter((m): m is MentionableFolder => m.type === 'folder') + .map((m) => m.folder) + const nestedFiles = folders.flatMap((folder) => + getNestedFiles(folder, this.app.vault), + ) + const allFiles = [...files, ...nestedFiles] + const fileContents = await readMultipleTFiles(allFiles, this.app.vault) + + // Count tokens incrementally to avoid long processing times on large content sets + const exceedsTokenThreshold = async () => { + let accTokenCount = 0 + for (const content of fileContents) { + const count = await tokenCount(content) + accTokenCount += count + if (accTokenCount > this.settings.ragOptions.thresholdTokens) { + return true + } + } + return false + } + const shouldUseRAG = useVaultSearch || (await exceedsTokenThreshold()) + + let filePrompt: string + if (shouldUseRAG) { + const results = useVaultSearch + ? await this.ragEngine.processQuery({ + query, + onQueryProgressChange: onQueryProgressChange, + }) // TODO: Add similarity boosting for mentioned files or folders + : await this.ragEngine.processQuery({ + query, + scope: { + files: files.map((f) => f.path), + folders: folders.map((f) => f.path), + }, + onQueryProgressChange: onQueryProgressChange, + }) + filePrompt = `## Potentially Relevant Snippets from the current vault +${results + .map(({ path, content, metadata }) => { + const contentWithLineNumbers = this.addLineNumbersToContent({ + content, + startLine: metadata.startLine, + }) + return `\`\`\`${path}\n${contentWithLineNumbers}\n\`\`\`\n` + }) + .join('')}\n` + } else { + filePrompt = allFiles + .map((file, index) => { + return `\`\`\`${file.path}\n${fileContents[index]}\n\`\`\`\n` + }) + .join('') + } + + const blocks = message.mentionables.filter( + (m): m is MentionableBlock => m.type === 'block', + ) + const blockPrompt = blocks + .map(({ file, content }) => { + return `\`\`\`${file.path}\n${content}\n\`\`\`\n` + }) + .join('') + + return { + promptContent: `${filePrompt}${blockPrompt}\n\n${query}\n\n`, + shouldUseRAG, + } + } + + private getSystemMessage(shouldUseRAG: boolean): RequestMessage { + const systemPrompt = `You are an intelligent assistant to help answer any questions that the user has, particularly about editing and organizing markdown files in Obsidian. + +1. Please keep your response as concise as possible. Avoid being verbose. + +2. When the user is asking for edits to their markdown, please provide a simplified version of the markdown block emphasizing only the changes. Use comments to show where unchanged content has been skipped. Wrap the markdown block with tags. Add filename and language attributes to the tags. For example: + + +{{ edit_1 }} + +{{ edit_2 }} + + +The user has full access to the file, so they prefer seeing only the changes in the markdown. Often this will mean that the start/end of the file will be skipped, but that's okay! Rewrite the entire file only if specifically requested. Always provide a brief explanation of the updates, except when the user specifically asks for just the content. + +3. Do not lie or make up facts. + +4. Respond in the same language as the user's message. + +5. Format your response in markdown. + +6. When writing out new markdown blocks, also wrap them with tags. For example: + +{{ content }} + + +7. When providing markdown blocks for an existing file, add the filename and language attributes to the tags. Restate the relevant section or heading, so the user knows which part of the file you are editing. For example: + +## Section Title +... +{{ content }} +... +` + + const systemPromptRAG = `You are an intelligent assistant to help answer any questions that the user has, particularly about editing and organizing markdown files in Obsidian. You will be given your conversation history with them and potentially relevant blocks of markdown content from the current vault. + +1. Do not lie or make up facts. + +2. Respond in the same language as the user's message. + +3. Format your response in markdown. + +4. When referencing markdown blocks in your answer, keep the following guidelines in mind: + + a. Never include line numbers in the output markdown. + + b. Wrap the markdown block with tags. Include language attribute. For example: + + {{ content }} + + + c. When providing markdown blocks for an existing file, also include the filename attribute to the tags. For example: + + {{ content }} + + + d. When referencing a markdown block the user gives you, only add the startLine and endLine attributes to the tags. Write related content outside of the tags. The content inside the tags will be ignored and replaced with the actual content of the markdown block. For example: + ` + + return { + role: 'system', + content: shouldUseRAG ? systemPromptRAG : systemPrompt, + } + } + + private async getCurrentFileMessage( + currentFile: TFile, + ): Promise { + const fileContent = await readTFileContent(currentFile, this.app.vault) + return { + role: 'user', + content: `# Inputs +## Current File +Here is the file I'm looking at. +\`\`\`${currentFile.path} +${fileContent} +\`\`\`\n\n`, + } + } + + private getRagInstructionMessage(): RequestMessage { + return { + role: 'user', + content: `If you need to reference any of the markdown blocks I gave you, add the startLine and endLine attributes to the tags without any content inside. For example: + + +When writing out new markdown blocks, remember not to include "line_number|" at the beginning of each line.`, + } + } + + private addLineNumbersToContent({ + content, + startLine, + }: { + content: string + startLine: number + }): string { + const lines = content.split('\n') + const linesWithNumbers = lines.map((line, index) => { + return `${startLine + index}|${line}` + }) + return linesWithNumbers.join('\n') + } +} diff --git a/src/utils/ragEngine.ts b/src/utils/ragEngine.ts new file mode 100644 index 0000000..9c43026 --- /dev/null +++ b/src/utils/ragEngine.ts @@ -0,0 +1,115 @@ +import { App } from 'obsidian' + +import { QueryProgressState } from '../components/chat-view/QueryProgress' +import { SelectVector } from '../db/schema' +import { EmbeddingModel } from '../types/embedding' +import { SmartCopilotSettings } from '../types/settings' + +import { getEmbeddingModel } from './embedding' +import { VectorDbManager } from './vector-db/manager' + +export class RAGEngine { + private app: App + private settings: SmartCopilotSettings + private vectorDbManager: VectorDbManager + private embeddingModel: EmbeddingModel | null = null + + constructor(app: App, settings: SmartCopilotSettings) { + this.app = app + this.settings = settings + } + + static async create( + app: App, + settings: SmartCopilotSettings, + ): Promise { + const ragEngine = new RAGEngine(app, settings) + ragEngine.vectorDbManager = await VectorDbManager.create(app) + ragEngine.embeddingModel = getEmbeddingModel(settings.embeddingModel, { + openAIApiKey: settings.openAIApiKey, + }) + return ragEngine + } + + setSettings(settings: SmartCopilotSettings) { + this.settings = settings + this.embeddingModel = getEmbeddingModel(settings.embeddingModel, { + openAIApiKey: settings.openAIApiKey, + }) + } + + // TODO: Implement automatic vault re-indexing when settings are changed. + // Currently, users must manually re-index the vault. + async updateVaultIndex( + options: { reindexAll: boolean } = { + reindexAll: false, + }, + onQueryProgressChange?: (queryProgress: QueryProgressState) => void, + ): Promise { + if (!this.embeddingModel) { + throw new Error('Embedding model is not set') + } + await this.vectorDbManager.updateVaultIndex( + this.embeddingModel, + { + chunkSize: this.settings.ragOptions.chunkSize, + reindexAll: options.reindexAll, + }, + (indexProgress) => { + onQueryProgressChange?.({ + type: 'indexing', + indexProgress, + }) + }, + ) + } + + async processQuery({ + query, + scope, + onQueryProgressChange, + }: { + query: string + scope?: { + files: string[] + folders: string[] + } + onQueryProgressChange?: (queryProgress: QueryProgressState) => void + }): Promise< + (Omit & { + similarity: number + })[] + > { + if (!this.embeddingModel) { + throw new Error('Embedding model is not set') + } + // TODO: Decide the vault index update strategy. + // Current approach: Update on every query. + await this.updateVaultIndex({ reindexAll: false }, onQueryProgressChange) + const queryEmbedding = await this.getQueryEmbedding(query) + onQueryProgressChange?.({ + type: 'querying', + }) + const queryResult = await this.vectorDbManager.performSimilaritySearch( + queryEmbedding, + this.embeddingModel, + { + minSimilarity: this.settings.ragOptions.minSimilarity, + limit: this.settings.ragOptions.limit, + scope, + }, + ) + onQueryProgressChange?.({ + type: 'querying-done', + queryResult, + }) + return queryResult + } + + private async getQueryEmbedding(query: string): Promise { + if (!this.embeddingModel) { + throw new Error('Embedding model is not set') + } + return this.embeddingModel.getEmbedding(query) + } +} diff --git a/src/utils/token.ts b/src/utils/token.ts new file mode 100644 index 0000000..751536a --- /dev/null +++ b/src/utils/token.ts @@ -0,0 +1,11 @@ +import { getEncoding } from 'js-tiktoken' + +// TODO: Replace js-tiktoken with tiktoken library for better performance +// Note: tiktoken uses WebAssembly, requiring esbuild configuration + +// Caution: tokenCount is computationally expensive for large inputs. +// Frequent use, especially on large files, may significantly impact performance. +export async function tokenCount(text: string): Promise { + const encoder = getEncoding('cl100k_base') + return encoder.encode(text).length +} diff --git a/src/utils/vector-db/manager.ts b/src/utils/vector-db/manager.ts new file mode 100644 index 0000000..958ba38 --- /dev/null +++ b/src/utils/vector-db/manager.ts @@ -0,0 +1,225 @@ +import { backOff } from 'exponential-backoff' +import { RecursiveCharacterTextSplitter } from 'langchain/text_splitter' +import { App, TFile, normalizePath } from 'obsidian' +import pLimit from 'p-limit' + +import { IndexProgress } from '../../components/chat-view/QueryProgress' +import { PGLITE_DB_PATH } from '../../constants' +import { InsertVector, SelectVector } from '../../db/schema' +import { EmbeddingModel } from '../../types/embedding' + +import { VectorDbRepository } from './repository' + +export class VectorDbManager { + private app: App + private repository: VectorDbRepository + + constructor(app: App) { + this.app = app + } + + static async create(app: App): Promise { + const manager = new VectorDbManager(app) + const dbPath = normalizePath(PGLITE_DB_PATH) + manager.repository = await VectorDbRepository.create(app, dbPath) + return manager + } + + async performSimilaritySearch( + queryVector: number[], + embeddingModel: EmbeddingModel, + options: { + minSimilarity: number + limit: number + scope?: { + files: string[] + folders: string[] + } + }, + ): Promise< + (Omit & { + similarity: number + })[] + > { + return await this.repository.performSimilaritySearch( + queryVector, + embeddingModel, + options, + ) + } + + async updateVaultIndex( + embeddingModel: EmbeddingModel, + options: { + chunkSize: number + reindexAll?: boolean + }, + updateProgress?: (indexProgress: IndexProgress) => void, + ): Promise { + let filesToIndex: TFile[] + if (options.reindexAll) { + filesToIndex = this.app.vault.getMarkdownFiles() + await this.repository.clearAllVectors(embeddingModel) + } else { + await this.deleteVectorsForDeletedFiles(embeddingModel) + filesToIndex = await this.getFilesToIndex(embeddingModel) + await this.repository.deleteVectorsForMultipleFiles( + filesToIndex.map((file) => file.path), + embeddingModel, + ) + } + + if (filesToIndex.length === 0) { + return + } + + const textSplitter = RecursiveCharacterTextSplitter.fromLanguage( + 'markdown', + { + chunkSize: options.chunkSize, + // TODO: Use token-based chunking after migrating to WebAssembly-based tiktoken + // Current token counting method is too slow for practical use + // lengthFunction: async (text) => { + // return await tokenCount(text) + // }, + }, + ) + + const contentChunks: InsertVector[] = ( + await Promise.all( + filesToIndex.map(async (file) => { + const fileContent = await this.app.vault.cachedRead(file) + const fileDocuments = await textSplitter.createDocuments([ + fileContent, + ]) + return fileDocuments.map((chunk): InsertVector => { + return { + path: file.path, + mtime: file.stat.mtime, + content: chunk.pageContent, + metadata: { + startLine: chunk.metadata.loc.lines.from as number, + endLine: chunk.metadata.loc.lines.to as number, + }, + } + }) + }), + ) + ).flat() + + updateProgress?.({ + completedChunks: 0, + totalChunks: contentChunks.length, + totalFiles: filesToIndex.length, + }) + + const embeddingProgress = { completed: 0, inserted: 0 } + const embeddingChunks: InsertVector[] = [] + const batchSize = 100 + const limit = pLimit(50) + const tasks = contentChunks.map((chunk) => + limit(async () => { + await backOff( + async () => { + const embedding = await embeddingModel.getEmbedding(chunk.content) + const embeddedChunk = { + path: chunk.path, + mtime: chunk.mtime, + content: chunk.content, + embedding, + metadata: chunk.metadata, + } + embeddingChunks.push(embeddedChunk) + embeddingProgress.completed++ + updateProgress?.({ + completedChunks: embeddingProgress.completed, + totalChunks: contentChunks.length, + totalFiles: filesToIndex.length, + }) + + // Insert vectors in batches + if ( + embeddingChunks.length >= + embeddingProgress.inserted + batchSize || + embeddingChunks.length === contentChunks.length + ) { + await this.repository.insertVectors( + embeddingChunks.slice( + embeddingProgress.inserted, + embeddingProgress.inserted + batchSize, + ), + embeddingModel, + ) + embeddingProgress.inserted += batchSize + } + }, + { + numOfAttempts: 5, + startingDelay: 1000, + timeMultiple: 1.5, + jitter: 'full', + retry: (error) => { + console.error(error) + const isRateLimitError = + error.status === 429 && + error.message.toLowerCase().includes('rate limit') + return !!isRateLimitError // retry only for rate limit errors + }, + }, + ) + }), + ) + + try { + await Promise.all(tasks) + } catch (error) { + console.error('Error embedding chunks:', error) + throw error + } finally { + await this.repository.save() + } + } + + private async deleteVectorsForDeletedFiles(embeddingModel: EmbeddingModel) { + const indexedFilePaths = + await this.repository.getIndexedFilePaths(embeddingModel) + for (const filePath of indexedFilePaths) { + if (!this.app.vault.getAbstractFileByPath(filePath)) { + await this.repository.deleteVectorsForMultipleFiles( + [filePath], + embeddingModel, + ) + } + } + } + + private async getFilesToIndex( + embeddingModel: EmbeddingModel, + ): Promise { + const markdownFiles = this.app.vault.getMarkdownFiles() + const filesToIndex = await Promise.all( + markdownFiles.map(async (file) => { + const fileChunks = await this.repository.getVectorsByFilePath( + file.path, + embeddingModel, + ) + if (fileChunks.length === 0) { + // File is not indexed, so we need to index it + const fileContent = await this.app.vault.cachedRead(file) + if (fileContent.length === 0) { + // Ignore empty files + return null + } + return file + } + const outOfDate = file.stat.mtime > fileChunks[0].mtime + if (outOfDate) { + // File has changed, so we need to re-index it + return file + } + return null + }), + ).then((files) => files.filter(Boolean) as TFile[]) + return filesToIndex + } +} diff --git a/src/utils/vector-db/repository.ts b/src/utils/vector-db/repository.ts new file mode 100644 index 0000000..a67c461 --- /dev/null +++ b/src/utils/vector-db/repository.ts @@ -0,0 +1,270 @@ +import { PGlite } from '@electric-sql/pglite' +import { + SQL, + and, + cosineDistance, + desc, + eq, + getTableColumns, + gt, + inArray, + like, + or, + sql, +} from 'drizzle-orm' +import { PgliteDatabase, drizzle } from 'drizzle-orm/pglite' +import { App } from 'obsidian' + +import migrations from '../../db/migrations.json' +import { InsertVector, SelectVector, vectorTables } from '../../db/schema' + +export class VectorDbRepository { + private app: App + private pgClient: PGlite | null = null + private db: PgliteDatabase | null = null + private dbPath: string + + constructor(app: App, dbPath: string) { + this.app = app + this.dbPath = dbPath + } + + static async create(app: App, dbPath: string): Promise { + const repo = new VectorDbRepository(app, dbPath) + repo.db = await repo.loadExistingDatabase() + if (!repo.db) { + repo.db = await repo.createNewDatabase() + } + await repo.migrateDatabase() + await repo.save() + console.log('Smart composer database initialized.') + return repo + } + + async getIndexedFilePaths(embeddingModel: { + name: string + }): Promise { + if (!this.db) { + throw new Error('Database not initialized') + } + const vectors = vectorTables[embeddingModel.name] + const indexedFiles = await this.db + .select({ + path: vectors.path, + }) + .from(vectors) + return indexedFiles.map((row) => row.path) + } + + async getVectorsByFilePath( + filePath: string, + embeddingModel: { name: string }, + ): Promise { + if (!this.db) { + throw new Error('Database not initialized') + } + const vectors = vectorTables[embeddingModel.name] + const fileVectors = await this.db + .select() + .from(vectors) + .where(eq(vectors.path, filePath)) + return fileVectors + } + + async deleteVectorsForSingleFile( + filePath: string, + embeddingModel: { name: string }, + ): Promise { + if (!this.db) { + throw new Error('Database not initialized') + } + const vectors = vectorTables[embeddingModel.name] + await this.db.delete(vectors).where(eq(vectors.path, filePath)) + } + + async deleteVectorsForMultipleFiles( + filePaths: string[], + embeddingModel: { name: string }, + ): Promise { + if (!this.db) { + throw new Error('Database not initialized') + } + const vectors = vectorTables[embeddingModel.name] + await this.db.delete(vectors).where(inArray(vectors.path, filePaths)) + } + + async clearAllVectors(embeddingModel: { name: string }): Promise { + if (!this.db) { + throw new Error('Database not initialized') + } + const vectors = vectorTables[embeddingModel.name] + await this.db.delete(vectors) + } + + async insertVectors( + data: InsertVector[], + embeddingModel: { name: string }, + ): Promise { + if (!this.db) { + throw new Error('Database not initialized') + } + const vectors = vectorTables[embeddingModel.name] + await this.db.insert(vectors).values(data) + } + + async performSimilaritySearch( + queryVector: number[], + embeddingModel: { name: string }, + options: { + minSimilarity: number + limit: number + scope?: { + files: string[] + folders: string[] + } + }, + ): Promise< + (Omit & { + similarity: number + })[] + > { + if (!this.db) { + throw new Error('Database not initialized') + } + const vectors = vectorTables[embeddingModel.name] + + const similarity = sql`1 - (${cosineDistance(vectors.embedding, queryVector)})` + const similarityCondition = gt(similarity, options.minSimilarity) + + const getScopeCondition = (): SQL | undefined => { + if (!options.scope) { + return undefined + } + const conditions: (SQL | undefined)[] = [] + if (options.scope.files.length > 0) { + conditions.push(inArray(vectors.path, options.scope.files)) + } + if (options.scope.folders.length > 0) { + conditions.push( + or( + ...options.scope.folders.map((folder) => + like(vectors.path, `${folder}/%`), + ), + ), + ) + } + if (conditions.length === 0) { + return undefined + } + return or(...conditions) + } + const scopeCondition = getScopeCondition() + + const similaritySearchResult = await this.db + .select({ + ...(() => { + const { embedding, ...rest } = getTableColumns(vectors) + return rest + })(), + similarity, + }) + .from(vectors) + .where(and(similarityCondition, scopeCondition)) + .orderBy((t) => desc(t.similarity)) + .limit(options.limit) + + return similaritySearchResult + } + + async save(): Promise { + if (!this.pgClient) { + return + } + try { + const blob: Blob = await this.pgClient.dumpDataDir('gzip') + await this.app.vault.adapter.writeBinary( + this.dbPath, + Buffer.from(await blob.arrayBuffer()), + ) + } catch (error) { + console.error('Error saving database:', error) + } + } + + private async createNewDatabase() { + const { fsBundle, wasmModule, vectorExtensionBundlePath } = + await this.loadPGliteResources() + this.pgClient = await PGlite.create({ + fsBundle: fsBundle, + wasmModule: wasmModule, + extensions: { + vector: vectorExtensionBundlePath, + }, + }) + const db = drizzle(this.pgClient) + return db + } + + private async loadExistingDatabase(): Promise { + try { + const fileBuffer = await this.app.vault.adapter.readBinary(this.dbPath) + const fileBlob = new Blob([fileBuffer], { type: 'application/x-gzip' }) + const { fsBundle, wasmModule, vectorExtensionBundlePath } = + await this.loadPGliteResources() + this.pgClient = await PGlite.create({ + loadDataDir: fileBlob, + fsBundle: fsBundle, + wasmModule: wasmModule, + extensions: { + vector: vectorExtensionBundlePath, + }, + }) + return drizzle(this.pgClient) + } catch (error) { + console.error('Error loading database:', error) + return null + } + } + + private async migrateDatabase(): Promise { + // Workaround for running Drizzle migrations in a browser environment + // This method uses an undocumented API to perform migrations + // See: https://github.com/drizzle-team/drizzle-orm/discussions/2532#discussioncomment-10780523 + // eslint-disable-next-line @typescript-eslint/ban-ts-comment + // @ts-expect-error + await this.db.dialect.migrate(migrations, this.db.session, { + migrationsTable: 'drizzle_migrations', + }) + } + + // TODO: This function is a temporary workaround chosen due to the difficulty of bundling postgres.wasm and postgres.data from node_modules into a single JS file. The ultimate goal is to bundle everything into one JS file in the future. + private async loadPGliteResources(): Promise<{ + fsBundle: Blob + wasmModule: WebAssembly.Module + vectorExtensionBundlePath: URL + }> { + const [fsBundleResponse, wasmResponse] = await Promise.all([ + fetch('https://unpkg.com/@electric-sql/pglite/dist/postgres.data'), + fetch('https://unpkg.com/@electric-sql/pglite/dist/postgres.wasm'), + ]) + + if (!fsBundleResponse.ok || !wasmResponse.ok) { + throw new Error('Failed to fetch PGlite resources') + } + + const [fsBundleArrayBuffer, wasmArrayBuffer] = await Promise.all([ + fsBundleResponse.arrayBuffer(), + wasmResponse.arrayBuffer(), + ]) + + const fsBundle = new Blob([fsBundleArrayBuffer], { + type: 'application/octet-stream', + }) + const wasmModule = await WebAssembly.compile(wasmArrayBuffer) + const vectorExtensionBundlePath = new URL( + 'https://unpkg.com/@electric-sql/pglite/dist/vector.tar.gz', + ) + + return { fsBundle, wasmModule, vectorExtensionBundlePath } + } +} diff --git a/styles.css b/styles.css index abce5a2..4bf51ba 100644 --- a/styles.css +++ b/styles.css @@ -209,6 +209,41 @@ button:not(.clickable-icon).smtcmp-chat-list-dropdown { padding-bottom: var(--size-4-1); } +.smtcmp-chat-user-input-controls { + display: flex; + flex-direction: row; + gap: var(--size-4-1); + justify-content: space-between; + align-items: center; + height: var(--size-4-4); +} + +.smtcmp-chat-user-input-controls .smtcmp-chat-user-input-vault-search-button { + display: flex; + align-items: center; + gap: var(--size-2-3); + font-size: var(--font-smallest); + color: var(--text-muted); + background-color: transparent; + border: none; + box-shadow: none; + padding: 0 var(--size-2-1); + border-radius: var(--radius-s); + height: var(--size-4-4); + cursor: pointer; + transition: color 0.15s ease-in-out; + + &:hover { + color: var(--text-normal); + } + + .smtcmp-chat-user-input-vault-search-button-icons { + display: flex; + align-items: center; + gap: 0.5px; + } +} + .smtcmp-chat-user-input-file-badge { display: flex; align-items: center; @@ -235,6 +270,11 @@ button:not(.clickable-icon).smtcmp-chat-list-dropdown { gap: var(--size-2-1); flex-grow: 1; overflow: hidden; + align-items: center; +} + +.smtcmp-chat-user-input-file-badge-name-icon { + color: var(--text-muted); } .smtcmp-chat-user-input-file-badge-name span { @@ -306,7 +346,7 @@ button:not(.clickable-icon).smtcmp-chat-list-dropdown { .smtcmp-popover ul li { margin: 0; min-width: 180px; - font-size: 14px; + font-size: var(--font-ui-smaller); outline: none; cursor: pointer; border-radius: 0; @@ -337,8 +377,8 @@ button:not(.clickable-icon).smtcmp-chat-list-dropdown { border: 0; min-height: 20px; align-items: center; - justify-content: space-between; - gap: 2rem; + gap: var(--size-4-1); + align-items: start; } .smtcmp-chat-list-dropdown-empty { @@ -358,17 +398,18 @@ button:not(.clickable-icon).smtcmp-chat-list-dropdown { background-color: var(--background-modifier-hover); } -.smtcmp-popover li .icon { +.smtcmp-popover-item-icon { display: flex; - width: 20px; - height: 20px; user-select: none; - margin-right: 8px; line-height: 16px; background-size: contain; background-repeat: no-repeat; background-position: center; - width: 250px; + height: 14px; + padding-top: 1px; + align-items: center; + color: var(--text-muted); + min-width: fit-content; } .smtcmp-popover li:hover { @@ -421,6 +462,7 @@ button:not(.clickable-icon).smtcmp-chat-list-dropdown { border-bottom: 1px solid var(--background-modifier-border); background-color: var(--background-primary); border-radius: var(--radius-s) var(--radius-s) 0 0; + height: calc(var(--size-4-8) - var(--size-4-1)); } .smtcmp-code-block.has-filename:hover .smtcmp-code-block-header { @@ -452,6 +494,7 @@ button:not(.clickable-icon).smtcmp-chat-list-dropdown { gap: 0; overflow: hidden; min-width: fit-content; + height: 100%; } .smtcmp-code-block.has-filename .smtcmp-code-block-header-button button { @@ -461,6 +504,8 @@ button:not(.clickable-icon).smtcmp-chat-list-dropdown { border-radius: 0; background-color: var(--background-primary); font-size: var(--font-medium); + height: 100%; + cursor: pointer; &:hover { background-color: var(--background-modifier-hover); @@ -622,3 +667,58 @@ button.smtcmp-chat-input-model-select { color: var(--text-normal); } } + +.smtcmp-query-progress { + font-size: var(--font-ui-smaller); + color: var(--text-muted); +} + +.smtcmp-query-progress-detail { + font-size: var(--font-smallest); + color: var(--text-faint); +} + +.smtcmp-dot-loader { + display: inline-block; + text-align: left; +} + +.smtcmp-dot-loader::after { + content: '...'; + animation: dotFade 0.75s steps(4, end) infinite; + color: var(--text-muted); +} + +@keyframes dotFade { + 0%, + 100% { + content: ''; + } + 25% { + content: '.'; + } + 50% { + content: '..'; + } + 75% { + content: '...'; + } +} + +.smtcmp-tooltip-content { + background-color: var(--background-primary); + border: 1px solid var(--background-modifier-border); + border-radius: var(--radius-s); + padding: var(--size-4-1) var(--size-4-2); + font-size: var(--font-smallest); + animation: fadeIn 0.1s ease-in-out; +} + +@keyframes fadeIn { + from { + opacity: 0; + } + to { + opacity: 1; + } +} diff --git a/tsconfig.json b/tsconfig.json index 990eb5a..d42f94b 100644 --- a/tsconfig.json +++ b/tsconfig.json @@ -14,7 +14,8 @@ "lib": ["DOM", "ES5", "ES6", "ES7"], "jsx": "react-jsx", "allowSyntheticDefaultImports": true, - "skipLibCheck": true + "skipLibCheck": true, + "resolveJsonModule": true }, - "include": ["src/**/*.ts", "src/**/*.tsx"] + "include": ["src/**/*.ts", "src/**/*.tsx", "drizzle.config.ts", "__mocks__"] }