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import { createClient, FileStat, ResponseDataDetailed } from "webdav";
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2024-10-06 13:56:33 +05:30
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import { z } from "zod";
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import { zodFunction } from ".";
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import { RunnableToolFunction } from "openai/lib/RunnableFunction.mjs";
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import Fuse from "fuse.js";
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import { ask, get_transcription } from "./ask";
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import { Message } from "../interfaces/message";
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import { memory_manager_guide, memory_manager_init } from "./memory-manager";
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import { semantic_search_notes, syncVectorStore } from "./notes-vectors";
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import { readFileSync, writeFileSync } from "fs";
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import { join } from "path";
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import { tmpdir } from "os";
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// Initialize WebDAV client
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const client = createClient("http://192.168.29.85/remote.php/dav/files/raj/", {
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username: process.env.NEXTCLOUD_USERNAME!,
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password: process.env.NEXTCLOUD_PASSWORD!,
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});
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// Types
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export type OperationResult = { success: boolean; message: string | object };
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// Schemas for function parameters
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export const CreateFileParams = z.object({
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path: z.string().describe("The path for the new file."),
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content: z.string().describe("The content for the new file."),
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});
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export type CreateFileParams = z.infer<typeof CreateFileParams>;
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export const CreateDirectoryParams = z.object({
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path: z.string().describe("The path for the new directory."),
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});
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export type CreateDirectoryParams = z.infer<typeof CreateDirectoryParams>;
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export const DeleteItemParams = z.object({
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path: z.string().describe("The path to the file or directory to be deleted."),
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});
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export type DeleteItemParams = z.infer<typeof DeleteItemParams>;
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export const MoveItemParams = z.object({
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source_path: z
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.string()
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.describe("The current path of the file or directory."),
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destination_path: z
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.string()
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.describe("The new path where the file or directory will be moved."),
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});
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export type MoveItemParams = z.infer<typeof MoveItemParams>;
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export const SearchFilesParams = z.object({
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query: z
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.string()
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.describe("The query string to search for file names or content."),
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});
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export type SearchFilesParams = z.infer<typeof SearchFilesParams>;
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export const TagParams = z.object({
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tag: z.string().describe("The tag to add to the file."),
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});
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export type TagParams = z.infer<typeof TagParams>;
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export const FetchFileContentsParams = z.object({
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path: z
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.string()
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.describe("The path to the file whose content is to be fetched."),
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});
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export type FetchFileContentsParams = z.infer<typeof FetchFileContentsParams>;
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export const UpdateFileParams = z.object({
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path: z.string().describe("The path to the note file to be updated."),
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new_content: z
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.string()
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.describe("The new content to replace the existing content."),
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});
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export type UpdateFileParams = z.infer<typeof UpdateFileParams>;
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export const NotesManagerParams = z.object({
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request: z.string().describe("User's request regarding notes."),
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});
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export type NotesManagerParams = z.infer<typeof NotesManagerParams>;
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export const SemanticSearchNotesParams = z.object({
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query: z
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.string()
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.describe(
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"The query to search for semantically similar notes, this can be something some content or even file name."
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),
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});
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type SemanticSearchNotesParams = z.infer<typeof SemanticSearchNotesParams>;
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async function semanticSearchNotes({
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query,
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}: SemanticSearchNotesParams): Promise<OperationResult> {
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try {
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const results = await semantic_search_notes(query, 4);
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return {
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success: true,
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message: results.map((r) => r.pageContent),
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};
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} catch (error: any) {
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return { success: false, message: error.message };
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}
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}
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// Helper function to normalize paths
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function normalizePath(path: string): string {
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if (path.startsWith("/notes/")) return path.substring(7);
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if (path.startsWith("notes/")) return path.substring(6);
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if (path === "/notes" || path === "notes") return "";
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return path;
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}
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// File and directory operations
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export async function createFile({
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path,
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content,
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}: CreateFileParams): Promise<OperationResult> {
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try {
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await client.putFileContents(`/notes/${normalizePath(path)}`, content);
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await syncVectorStore();
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return { success: true, message: "File created successfully" };
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} catch (error: any) {
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return { success: false, message: error.message };
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}
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}
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export async function createDirectory({
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path,
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}: CreateDirectoryParams): Promise<OperationResult> {
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try {
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await client.createDirectory(`/notes/${normalizePath(path)}`);
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await syncVectorStore();
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return { success: true, message: "Directory created successfully" };
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} catch (error: any) {
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return { success: false, message: error.message };
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}
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}
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export async function deleteItem({
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path,
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}: DeleteItemParams): Promise<OperationResult> {
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try {
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await client.deleteFile(`/notes/${normalizePath(path)}`);
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await syncVectorStore();
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return { success: true, message: "Deleted successfully" };
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} catch (error: any) {
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return { success: false, message: error.message };
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}
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}
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export async function moveItem({
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source_path,
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destination_path,
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}: MoveItemParams): Promise<OperationResult> {
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try {
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await client.moveFile(
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`/notes/${normalizePath(source_path)}`,
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`/notes/${normalizePath(destination_path)}`
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);
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await syncVectorStore();
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return { success: true, message: "Moved successfully" };
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} catch (error: any) {
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return { success: false, message: error.message };
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}
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}
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// Search functions
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export async function searchFilesByContent({
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query,
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}: SearchFilesParams): Promise<OperationResult> {
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try {
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const files = await client.getDirectoryContents("notes", {
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details: true,
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deep: true,
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});
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const fileList = Array.isArray(files) ? files : files.data;
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const matchingFiles: string[] = [];
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// Search by filename using Fuse.js
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const fuseFilename = new Fuse(fileList, {
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keys: ["basename"],
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threshold: 0.3,
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});
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const matchingFilesByName = fuseFilename
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.search(query)
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.map((result) => result.item.filename);
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// Search by file content
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for (const file of fileList) {
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if (file.type === "file") {
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const content = await client.getFileContents(file.filename, {
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format: "text",
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});
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if (typeof content === "string" && content.includes(query)) {
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matchingFiles.push(normalizePath(file.filename));
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}
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}
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}
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// Combine and deduplicate results
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const combinedResults = [
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...new Set([...matchingFilesByName, ...matchingFiles]),
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];
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return {
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success: true,
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message:
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combinedResults.length > 0
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? combinedResults.join(", ")
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: "No matching files found",
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};
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} catch (error: any) {
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return { success: false, message: error.message };
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}
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}
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export async function searchFilesByTag({ tag }: TagParams) {
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const files = await client.getDirectoryContents("notes", {
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details: true,
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deep: true,
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});
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const fileList = Array.isArray(files) ? files : files.data;
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const matchingFiles: Array<{ filename: string; content: string }> = [];
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for (const file of fileList) {
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if (file.type === "file") {
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const fileContent = await client.getFileContents(file.filename, {
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format: "text",
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});
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if (typeof fileContent === "string" && fileContent.includes(tag)) {
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matchingFiles.push({ filename: file.filename, content: fileContent });
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}
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}
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}
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return matchingFiles;
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}
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// Notes list caching
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let cachedNotesList: string | null = null;
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let lastFetchTime: number | null = null;
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export async function getNotesList(): Promise<OperationResult> {
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try {
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const currentTime = Date.now();
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if (
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cachedNotesList &&
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lastFetchTime &&
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currentTime - lastFetchTime < 5000
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) {
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return { success: true, message: cachedNotesList };
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}
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const directoryContents = await fetchDirectoryContents("notes");
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const treeStructure = buildTree(directoryContents);
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cachedNotesList = JSON.stringify(treeStructure, null, 2);
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lastFetchTime = currentTime;
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return { success: true, message: cachedNotesList };
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} catch (error: any) {
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return { success: false, message: error.message };
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}
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}
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async function fetchDirectoryContents(path: string): Promise<FileStat[]> {
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let contents = await client.getDirectoryContents(path);
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// Normalize contents to always be an array of FileStat
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if (!Array.isArray(contents)) {
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contents = contents.data; // Assuming it's ResponseDataDetailed<FileStat[]>
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}
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// Recursively fetch the contents of subdirectories
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for (const item of contents) {
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if (item.type === "directory") {
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const subdirectoryContents = await fetchDirectoryContents(item.filename);
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contents = contents.concat(subdirectoryContents);
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}
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}
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return contents;
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}
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function buildTree(files: any[]): any {
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const tree: any = {};
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files.forEach((file) => {
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const parts: string[] = file.filename.replace(/^\/notes\//, "").split("/");
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// Ignore files inside dot folders
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if (parts.some((part) => part.startsWith(".obsidian"))) {
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return;
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}
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let current = tree;
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parts.forEach((part, index) => {
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if (!current[part]) {
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current[part] = index === parts.length - 1 ? null : {};
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}
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current = current[part];
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});
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});
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return tree;
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}
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// File content operations
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export async function fetchFileContents({
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path,
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}: FetchFileContentsParams): Promise<OperationResult> {
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try {
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const fileContent = await client.getFileContents(
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`/notes/${normalizePath(path)}`,
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{ format: "text", details: true }
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);
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if (typeof fileContent === "string") {
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// Should not happen when details is true
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return { success: true, message: fileContent };
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} else if ("data" in fileContent) {
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return { success: true, message: fileContent.data };
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} else {
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return {
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success: false,
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message: "Unexpected response format from getFileContents.",
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};
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}
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} catch (error: any) {
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return { success: false, message: error.message };
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}
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}
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export async function updateNote({
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path,
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new_content,
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}: UpdateFileParams): Promise<OperationResult> {
|
|
|
|
try {
|
2024-10-31 12:42:08 +05:30
|
|
|
await client.putFileContents(`/notes/${normalizePath(path)}`, new_content);
|
|
|
|
await syncVectorStore();
|
|
|
|
return { success: true, message: "Note updated successfully" };
|
|
|
|
} catch (error: any) {
|
|
|
|
return { success: false, message: error.message };
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
// Caching for tag-based searches
|
|
|
|
let cachedFiles: Array<{ filename: string; content: string }> | null = null;
|
|
|
|
let isUpdatingCache = false;
|
|
|
|
|
|
|
|
export async function searchFilesByTagWithCache({ tag }: TagParams) {
|
|
|
|
if (cachedFiles) {
|
|
|
|
if (!isUpdatingCache) {
|
|
|
|
console.log("Updating cache");
|
|
|
|
setTimeout(() => updateCache(tag), 0);
|
|
|
|
}
|
|
|
|
return cachedFiles;
|
|
|
|
}
|
|
|
|
|
|
|
|
cachedFiles = await updateCache(tag);
|
|
|
|
return cachedFiles;
|
|
|
|
}
|
|
|
|
|
|
|
|
async function updateCache(
|
|
|
|
tag: string
|
|
|
|
): Promise<Array<{ filename: string; content: string }>> {
|
|
|
|
if (isUpdatingCache) {
|
|
|
|
return cachedFiles || [];
|
|
|
|
}
|
|
|
|
|
|
|
|
isUpdatingCache = true;
|
|
|
|
const files = await client.getDirectoryContents("notes", {
|
|
|
|
details: true,
|
|
|
|
deep: true,
|
|
|
|
});
|
|
|
|
|
|
|
|
const fileList = Array.isArray(files) ? files : files.data;
|
|
|
|
const matchingFiles: Array<{ filename: string; content: string }> = [];
|
|
|
|
|
|
|
|
for (const file of fileList) {
|
|
|
|
if (
|
|
|
|
file.type === "file" &&
|
|
|
|
(file.filename.endsWith(".md") || file.filename.endsWith(".txt"))
|
|
|
|
) {
|
|
|
|
const fileContent = await client.getFileContents(file.filename, {
|
2024-10-06 13:56:33 +05:30
|
|
|
format: "text",
|
2024-10-31 12:42:08 +05:30
|
|
|
});
|
|
|
|
if (typeof fileContent === "string" && fileContent.includes(tag)) {
|
|
|
|
matchingFiles.push({ filename: file.filename, content: fileContent });
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
cachedFiles = matchingFiles;
|
|
|
|
isUpdatingCache = false;
|
|
|
|
return matchingFiles;
|
|
|
|
}
|
|
|
|
|
|
|
|
// Notes manager integration
|
|
|
|
export async function notesManager(
|
|
|
|
{ request }: NotesManagerParams,
|
|
|
|
context_message: Message
|
|
|
|
) {
|
|
|
|
const notesManagerPromptFiles = await searchFilesByTagWithCache({
|
|
|
|
tag: "#notes-manager",
|
|
|
|
});
|
|
|
|
|
|
|
|
const tools = webdav_tools.concat(
|
|
|
|
memory_manager_init(context_message, "notes_manager")
|
|
|
|
);
|
|
|
|
|
|
|
|
const potentially_relavent_files = await semantic_search_notes(request, 4);
|
|
|
|
const potentially_relavent_files_paths = potentially_relavent_files.map(
|
|
|
|
(f) => f.metadata.filename
|
|
|
|
);
|
|
|
|
|
|
|
|
const response = await ask({
|
|
|
|
model: "gpt-4o",
|
|
|
|
prompt: `You are an Obsidian vault manager.
|
|
|
|
|
|
|
|
Ensure the vault remains organized, filenames and paths are correct, and relavent files are linked to each other.
|
|
|
|
You can try creating canvas files that use the open json canvas format
|
|
|
|
|
|
|
|
- **Today's Date:** ${new Date().toDateString()}
|
|
|
|
|
|
|
|
- **ALL Vault's File structure for context:**
|
|
|
|
---
|
|
|
|
${(await getNotesList()).message}
|
|
|
|
---
|
|
|
|
${
|
|
|
|
potentially_relavent_files_paths.length > 0
|
|
|
|
? `
|
|
|
|
- **Potentially relevant files:**
|
|
|
|
|
|
|
|
You can use these files to get more context or to link to the notes you are creating/updating.
|
|
|
|
|
|
|
|
---
|
|
|
|
${potentially_relavent_files_paths.join("\n")}
|
|
|
|
---`
|
|
|
|
: ""
|
|
|
|
}
|
|
|
|
|
|
|
|
- **User Notes/Instructions for you:**
|
|
|
|
---
|
|
|
|
${notesManagerPromptFiles.map((f) => f.content).join("\n")}
|
|
|
|
---
|
|
|
|
|
|
|
|
Note: When the user is trying to create/add a note, check the templates directory for any relevant templates if available. If available, fetch the relevant template and create the note based on the template.
|
|
|
|
`,
|
|
|
|
message: request,
|
|
|
|
seed: `notes-${context_message.channelId}`,
|
|
|
|
tools: tools as any,
|
|
|
|
});
|
|
|
|
|
|
|
|
return { response };
|
|
|
|
}
|
|
|
|
|
|
|
|
// Schema for the transcription function parameters
|
|
|
|
export const TranscriptionParams = z.object({
|
|
|
|
file_path: z
|
|
|
|
.string()
|
|
|
|
.describe("The path to the audio file to be transcribed."),
|
|
|
|
});
|
|
|
|
export type TranscriptionParams = z.infer<typeof TranscriptionParams>;
|
|
|
|
|
|
|
|
// Tool for handling transcription requests
|
|
|
|
export async function transcribeAudioFile({
|
|
|
|
file_path,
|
|
|
|
}: TranscriptionParams): Promise<OperationResult> {
|
|
|
|
try {
|
|
|
|
// Download the audio file from WebDAV
|
|
|
|
const audioFileBuffer = await client.getFileContents(
|
|
|
|
`/notes/${normalizePath(file_path)}`,
|
|
|
|
{
|
|
|
|
format: "binary",
|
2024-10-06 13:56:33 +05:30
|
|
|
}
|
|
|
|
);
|
|
|
|
|
2024-10-31 12:42:08 +05:30
|
|
|
if (!Buffer.isBuffer(audioFileBuffer)) {
|
|
|
|
throw new Error("Failed to download audio file as Buffer.");
|
|
|
|
}
|
2024-10-06 13:56:33 +05:30
|
|
|
|
2024-10-31 12:42:08 +05:30
|
|
|
// Convert the Buffer to a base64 string
|
|
|
|
const audioFileBase64 = audioFileBuffer.toString("base64");
|
|
|
|
|
|
|
|
// Transcribe the audio file
|
|
|
|
const transcription = await get_transcription(
|
|
|
|
audioFileBase64,
|
|
|
|
true,
|
|
|
|
file_path
|
|
|
|
);
|
|
|
|
return {
|
|
|
|
success: true,
|
|
|
|
message: transcription,
|
|
|
|
};
|
2024-10-06 13:56:33 +05:30
|
|
|
} catch (error: any) {
|
|
|
|
return { success: false, message: error.message };
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
// Integration into runnable tools
|
|
|
|
export let webdav_tools: RunnableToolFunction<any>[] = [
|
|
|
|
zodFunction({
|
|
|
|
function: getNotesList,
|
|
|
|
name: "getNotesList",
|
|
|
|
schema: z.object({}),
|
|
|
|
description: "Get the list of note files and directories.",
|
|
|
|
}),
|
2024-10-31 12:42:08 +05:30
|
|
|
zodFunction({
|
|
|
|
function: transcribeAudioFile,
|
|
|
|
name: "transcribeAudioFile",
|
|
|
|
schema: TranscriptionParams,
|
|
|
|
description:
|
|
|
|
"Transcribe an audio file specified by the provided file path.",
|
|
|
|
}),
|
2024-10-06 13:56:33 +05:30
|
|
|
zodFunction({
|
|
|
|
function: fetchFileContents,
|
|
|
|
name: "fetchNoteFileContents",
|
|
|
|
schema: FetchFileContentsParams,
|
|
|
|
description: "Fetch the contents of a specific note file.",
|
|
|
|
}),
|
|
|
|
zodFunction({
|
|
|
|
function: createFile,
|
|
|
|
name: "createNoteFile",
|
|
|
|
schema: CreateFileParams,
|
|
|
|
description: "Create a new note file.",
|
|
|
|
}),
|
|
|
|
zodFunction({
|
|
|
|
function: updateNote,
|
|
|
|
name: "updateNote",
|
|
|
|
schema: UpdateFileParams,
|
|
|
|
description: "Update an existing note.",
|
|
|
|
}),
|
|
|
|
zodFunction({
|
|
|
|
function: createDirectory,
|
|
|
|
name: "createNoteDir",
|
|
|
|
schema: CreateDirectoryParams,
|
|
|
|
description: "Create a new directory in notes.",
|
|
|
|
}),
|
|
|
|
zodFunction({
|
|
|
|
function: deleteItem,
|
|
|
|
name: "deleteNoteItem",
|
|
|
|
schema: DeleteItemParams,
|
|
|
|
description: "Delete a note file or directory.",
|
|
|
|
}),
|
|
|
|
zodFunction({
|
|
|
|
function: moveItem,
|
|
|
|
name: "moveNote",
|
|
|
|
schema: MoveItemParams,
|
|
|
|
description: "Move a note file or directory.",
|
|
|
|
}),
|
|
|
|
zodFunction({
|
2024-10-31 12:42:08 +05:30
|
|
|
function: semanticSearchNotes,
|
|
|
|
name: "semanticSearchNotes",
|
|
|
|
schema: SemanticSearchNotesParams,
|
|
|
|
description: `Search notes by their semantically.
|
|
|
|
|
|
|
|
You can use this to search by:
|
|
|
|
1. Topic
|
|
|
|
2. Content
|
|
|
|
3. File Name
|
|
|
|
4. Tags
|
|
|
|
`,
|
2024-10-06 13:56:33 +05:30
|
|
|
}),
|
|
|
|
];
|