anything-llm/server/models/documents.js

140 lines
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JavaScript
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const { fileData } = require("../utils/files");
const { v4: uuidv4 } = require("uuid");
const { getVectorDbClass } = require("../utils/helpers");
Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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const prisma = require("../utils/prisma");
const { Telemetry } = require("./telemetry");
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const Document = {
forWorkspace: async function (workspaceId = null) {
if (!workspaceId) return [];
Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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return await prisma.workspace_documents.findMany({
where: { workspaceId },
});
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},
Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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delete: async function (clause = {}) {
try {
await prisma.workspace_documents.deleteMany({ where: clause });
return true;
} catch (error) {
console.error(error.message);
return false;
}
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},
Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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firstWhere: async function (clause = {}) {
try {
const document = await prisma.workspace_documents.findFirst({
where: clause,
});
return document || null;
} catch (error) {
console.error(error.message);
return null;
}
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},
Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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addDocuments: async function (workspace, additions = []) {
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const VectorDb = getVectorDbClass();
if (additions.length === 0) return { failed: [], embedded: [] };
const embedded = [];
const failedToEmbed = [];
const errors = new Set();
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for (const path of additions) {
const data = await fileData(path);
if (!data) continue;
const docId = uuidv4();
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const { pageContent, ...metadata } = data;
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const newDoc = {
docId,
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filename: path.split("/")[1],
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docpath: path,
Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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workspaceId: workspace.id,
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metadata: JSON.stringify(metadata),
};
const { vectorized, error } = await VectorDb.addDocumentToNamespace(
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workspace.slug,
{ ...data, docId },
path
);
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if (!vectorized) {
console.error(
"Failed to vectorize",
metadata?.title || newDoc.filename
);
failedToEmbed.push(metadata?.title || newDoc.filename);
errors.add(error);
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continue;
}
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Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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try {
await prisma.workspace_documents.create({ data: newDoc });
embedded.push(path);
Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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} catch (error) {
console.error(error.message);
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}
}
await Telemetry.sendTelemetry("documents_embedded_in_workspace", {
LLMSelection: process.env.LLM_PROVIDER || "openai",
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Embedder: process.env.EMBEDDING_ENGINE || "inherit",
VectorDbSelection: process.env.VECTOR_DB || "pinecone",
});
return { failedToEmbed, errors: Array.from(errors), embedded };
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},
Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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removeDocuments: async function (workspace, removals = []) {
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const VectorDb = getVectorDbClass();
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if (removals.length === 0) return;
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for (const path of removals) {
Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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const document = await this.firstWhere({
docpath: path,
workspaceId: workspace.id,
});
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if (!document) continue;
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await VectorDb.deleteDocumentFromNamespace(
workspace.slug,
document.docId
);
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Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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try {
await prisma.workspace_documents.delete({
where: { id: document.id, workspaceId: workspace.id },
});
await prisma.document_vectors.deleteMany({
where: { docId: document.docId },
});
Replace custom sqlite dbms with prisma (#239) * WIP converted all sqlite models into prisma calls * modify db setup and fix ApiKey model calls in admin.js * renaming function params to be consistent * converted adminEndpoints to utilize prisma orm * converted chatEndpoints to utilize prisma orm * converted inviteEndpoints to utilize prisma orm * converted systemEndpoints to utilize prisma orm * converted workspaceEndpoints to utilize prisma orm * converting sql queries to prisma calls * fixed default param bug for orderBy and limit * fixed typo for workspace chats * fixed order of deletion to account for sql relations * fix invite CRUD and workspace management CRUD * fixed CRUD for api keys * created prisma setup scripts/docs for understanding how to use prisma * prisma dependency change * removing unneeded console.logs * removing unneeded sql escape function * linting and creating migration script * migration from depreciated sqlite script update * removing unneeded migrations in prisma folder * create backup of old sqlite db and use transactions to ensure all operations complete successfully * adding migrations to gitignore * updated PRISMA.md docs for info on how to use sqlite migration script * comment changes * adding back migrations folder to repo * Reviewing SQL and prisma integraiton on fresh repo * update inline key replacement * ensure migration script executes and maps foreign_keys regardless of db ordering * run migration endpoint * support new prisma backend * bump version * change migration call --------- Co-authored-by: timothycarambat <rambat1010@gmail.com>
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} catch (error) {
console.error(error.message);
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}
}
await Telemetry.sendTelemetry("documents_removed_in_workspace", {
LLMSelection: process.env.LLM_PROVIDER || "openai",
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Embedder: process.env.EMBEDDING_ENGINE || "inherit",
VectorDbSelection: process.env.VECTOR_DB || "pinecone",
});
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return true;
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},
count: async function (clause = {}, limit = null) {
try {
const count = await prisma.workspace_documents.count({
where: clause,
...(limit !== null ? { take: limit } : {}),
});
return count;
} catch (error) {
console.error("FAILED TO COUNT DOCUMENTS.", error.message);
return 0;
}
},
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};
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module.exports = { Document };