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feat: add filter for query in ts templates #172

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Jul 22, 2024
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5 changes: 5 additions & 0 deletions .changeset/curvy-penguins-work.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
---
"create-llama": patch
---

add filter for query in ts templates
38 changes: 36 additions & 2 deletions templates/components/engines/typescript/agent/chat.ts
Original file line number Diff line number Diff line change
@@ -1,4 +1,9 @@
import { BaseToolWithCall, OpenAIAgent, QueryEngineTool } from "llamaindex";
import {
BaseToolWithCall,
MetadataFilters,
OpenAIAgent,
QueryEngineTool,
} from "llamaindex";
import fs from "node:fs/promises";
import path from "node:path";
import { getDataSource } from "./index";
Expand All @@ -14,7 +19,7 @@ export async function createChatEngine(documentIds?: string[]) {
tools.push(
new QueryEngineTool({
queryEngine: index.asQueryEngine({
preFilters: undefined, // TODO: Add filters once LITS supports it (getQueryFilters)
preFilters: generateFilters(documentIds || []),
}),
metadata: {
name: "data_query_engine",
Expand All @@ -41,3 +46,32 @@ export async function createChatEngine(documentIds?: string[]) {
systemPrompt: process.env.SYSTEM_PROMPT,
});
}

function generateFilters(documentIds: string[]): MetadataFilters | undefined {
if (!documentIds.length) {
return {
filters: [
{
key: "private",
value: "true",
operator: "!=",
},
],
};
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}
return {
filters: [
{
key: "private",
value: "true",
operator: "!=",
},
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{
key: "doc_id",
value: documentIds,
operator: "in",
},
],
condition: "or",
};
}
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@ export async function runPipeline(documents: Document[], filename: string) {
for (const document of documents) {
document.metadata = {
...document.metadata,
doc_id: document.id_,
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file_name: filename,
private: "true", // to separate from other public documents
};
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -35,9 +35,9 @@ export function retrieveDocumentIds(annotations?: JSONValue[]): string[] {
) {
const files = data.files as DocumentFile[];
for (const file of files) {
if (Array.isArray(file.content)) {
if (Array.isArray(file.content.value)) {
// it's an array, so it's an array of doc IDs
for (const id of file.content) {
for (const id of file.content.value) {
ids.push(id);
}
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -77,7 +77,7 @@ export function createCallbackManager(stream: StreamData) {
const callbackManager = new CallbackManager();

callbackManager.on("retrieve-end", async (data) => {
const { nodes, query } = data.detail.payload;
const { nodes, query } = data.detail;
await appendSourceData(stream, nodes);
appendEventData(stream, `Retrieving context for query: '${query}'`);
appendEventData(
Expand All @@ -87,7 +87,7 @@ export function createCallbackManager(stream: StreamData) {
});

callbackManager.on("llm-tool-call", (event) => {
const { name, input } = event.detail.payload.toolCall;
const { name, input } = event.detail.toolCall;
const inputString = Object.entries(input)
.map(([key, value]) => `${key}: ${value}`)
.join(", ");
Expand All @@ -98,7 +98,7 @@ export function createCallbackManager(stream: StreamData) {
});

callbackManager.on("llm-tool-result", (event) => {
const { toolCall, toolResult } = event.detail.payload;
const { toolCall, toolResult } = event.detail;
appendToolData(stream, toolCall, toolResult);
});

Expand Down
2 changes: 1 addition & 1 deletion templates/types/streaming/express/package.json
Original file line number Diff line number Diff line change
Expand Up @@ -20,7 +20,7 @@
"dotenv": "^16.3.1",
"duck-duck-scrape": "^2.2.5",
"express": "^4.18.2",
"llamaindex": "0.4.14",
"llamaindex": "0.5.6",
"pdf2json": "3.0.5",
"ajv": "^8.12.0",
"@e2b/code-interpreter": "^0.0.5",
Expand Down
3 changes: 2 additions & 1 deletion templates/types/streaming/nextjs/next.config.mjs
Original file line number Diff line number Diff line change
@@ -1,8 +1,9 @@
/** @type {import('next').NextConfig} */
import fs from "fs";
import withLlamaIndex from "llamaindex/next";
import webpack from "./webpack.config.mjs";

const nextConfig = JSON.parse(fs.readFileSync("./next.config.json", "utf-8"));
nextConfig.webpack = webpack;

export default nextConfig;
export default withLlamaIndex(nextConfig);
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2 changes: 1 addition & 1 deletion templates/types/streaming/nextjs/package.json
Original file line number Diff line number Diff line change
Expand Up @@ -24,7 +24,7 @@
"duck-duck-scrape": "^2.2.5",
"formdata-node": "^6.0.3",
"got": "^14.4.1",
"llamaindex": "0.4.14",
"llamaindex": "0.5.6",
"lucide-react": "^0.294.0",
"next": "^14.2.4",
"react": "^18.2.0",
Expand Down
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