mirror of
https://github.com/run-llama/LlamaIndexTS.git
synced 2026-07-05 12:05:56 -04:00
Compare commits
2 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
 Laurie Voss
|
ec7afd9258 | ||
|
Laurie Voss
|
ea63cf4a69 |
@@ -1,17 +1,5 @@
|
||||
# docs
|
||||
|
||||
## 0.0.122
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.17
|
||||
|
||||
## 0.0.121
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 0.0.120
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "docs",
|
||||
"version": "0.0.122",
|
||||
"version": "0.0.120",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"docusaurus": "docusaurus",
|
||||
|
||||
@@ -1,25 +1,5 @@
|
||||
# @llamaindex/doc
|
||||
|
||||
## 0.0.20
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
- @llamaindex/cloud@2.0.11
|
||||
- llamaindex@0.8.17
|
||||
- @llamaindex/node-parser@0.0.12
|
||||
- @llamaindex/openai@0.1.36
|
||||
- @llamaindex/readers@1.0.13
|
||||
|
||||
## 0.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [e60328b]
|
||||
- @llamaindex/readers@1.0.12
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 0.0.18
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/doc",
|
||||
"version": "0.0.20",
|
||||
"version": "0.0.18",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"build": "pnpm run build:docs && next build",
|
||||
|
||||
@@ -1,17 +1,5 @@
|
||||
# @llamaindex/cloudflare-worker-agent-test
|
||||
|
||||
## 0.0.113
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.17
|
||||
|
||||
## 0.0.112
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 0.0.111
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/cloudflare-worker-agent-test",
|
||||
"version": "0.0.113",
|
||||
"version": "0.0.111",
|
||||
"type": "module",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
|
||||
@@ -1,11 +1,5 @@
|
||||
# @llamaindex/llama-parse-browser-test
|
||||
|
||||
## 0.0.31
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/cloud@2.0.11
|
||||
|
||||
## 0.0.30
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/llama-parse-browser-test",
|
||||
"private": true,
|
||||
"version": "0.0.31",
|
||||
"version": "0.0.30",
|
||||
"type": "module",
|
||||
"scripts": {
|
||||
"dev": "vite",
|
||||
|
||||
@@ -1,17 +1,5 @@
|
||||
# @llamaindex/next-agent-test
|
||||
|
||||
## 0.1.113
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.17
|
||||
|
||||
## 0.1.112
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 0.1.111
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/next-agent-test",
|
||||
"version": "0.1.113",
|
||||
"version": "0.1.111",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
|
||||
@@ -1,17 +1,5 @@
|
||||
# test-edge-runtime
|
||||
|
||||
## 0.1.112
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.17
|
||||
|
||||
## 0.1.111
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 0.1.110
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/nextjs-edge-runtime-test",
|
||||
"version": "0.1.112",
|
||||
"version": "0.1.110",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
|
||||
@@ -1,17 +1,5 @@
|
||||
# @llamaindex/next-node-runtime
|
||||
|
||||
## 0.0.94
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.17
|
||||
|
||||
## 0.0.93
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 0.0.92
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/next-node-runtime-test",
|
||||
"version": "0.0.94",
|
||||
"version": "0.0.92",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
|
||||
@@ -1,17 +1,5 @@
|
||||
# @llamaindex/waku-query-engine-test
|
||||
|
||||
## 0.0.113
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.17
|
||||
|
||||
## 0.0.112
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 0.0.111
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/waku-query-engine-test",
|
||||
"version": "0.0.113",
|
||||
"version": "0.0.111",
|
||||
"type": "module",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
|
||||
@@ -83,6 +83,14 @@ async function query() {
|
||||
});
|
||||
}
|
||||
|
||||
// configure the Azure CosmosDB NoSQL Vector Store
|
||||
const dbConfig: AzureCosmosDBNoSQLConfig = {
|
||||
client: cosmosClient,
|
||||
databaseName,
|
||||
containerName,
|
||||
flatMetadata: false,
|
||||
};
|
||||
|
||||
// use Azure CosmosDB as a vectorStore, docStore, and indexStore
|
||||
const { vectorStore, docStore, indexStore } = await initializeStores();
|
||||
|
||||
|
||||
@@ -1,17 +1,5 @@
|
||||
# @llamaindex/autotool
|
||||
|
||||
## 5.0.17
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.17
|
||||
|
||||
## 5.0.16
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 5.0.15
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,19 +1,5 @@
|
||||
# @llamaindex/autotool-01-node-example
|
||||
|
||||
## 0.0.60
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.17
|
||||
- @llamaindex/autotool@5.0.17
|
||||
|
||||
## 0.0.59
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.16
|
||||
- @llamaindex/autotool@5.0.16
|
||||
|
||||
## 0.0.58
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -13,5 +13,5 @@
|
||||
"scripts": {
|
||||
"start": "node --import tsx --import @llamaindex/autotool/node ./src/index.ts"
|
||||
},
|
||||
"version": "0.0.60"
|
||||
"version": "0.0.58"
|
||||
}
|
||||
|
||||
@@ -1,19 +1,5 @@
|
||||
# @llamaindex/autotool-02-next-example
|
||||
|
||||
## 0.1.104
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.17
|
||||
- @llamaindex/autotool@5.0.17
|
||||
|
||||
## 0.1.103
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.16
|
||||
- @llamaindex/autotool@5.0.16
|
||||
|
||||
## 0.1.102
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/autotool-02-next-example",
|
||||
"private": true,
|
||||
"version": "0.1.104",
|
||||
"version": "0.1.102",
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
"build": "next build",
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/autotool",
|
||||
"type": "module",
|
||||
"version": "5.0.17",
|
||||
"version": "5.0.15",
|
||||
"description": "auto transpile your JS function to LLM Agent compatible",
|
||||
"files": [
|
||||
"dist",
|
||||
|
||||
@@ -1,12 +1,5 @@
|
||||
# @llamaindex/cloud
|
||||
|
||||
## 2.0.11
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
|
||||
## 2.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/cloud",
|
||||
"version": "2.0.11",
|
||||
"version": "2.0.10",
|
||||
"type": "module",
|
||||
"license": "MIT",
|
||||
"scripts": {
|
||||
|
||||
@@ -1,12 +1,5 @@
|
||||
# @llamaindex/community
|
||||
|
||||
## 0.0.69
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
|
||||
## 0.0.68
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/community",
|
||||
"description": "Community package for LlamaIndexTS",
|
||||
"version": "0.0.69",
|
||||
"version": "0.0.68",
|
||||
"type": "module",
|
||||
"types": "dist/type/index.d.ts",
|
||||
"main": "dist/cjs/index.js",
|
||||
|
||||
@@ -1,11 +1,5 @@
|
||||
# @llamaindex/core
|
||||
|
||||
## 0.4.11
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 6d22fa2: Get PromptTemplate template variables at run-time
|
||||
|
||||
## 0.4.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/core",
|
||||
"type": "module",
|
||||
"version": "0.4.11",
|
||||
"version": "0.4.10",
|
||||
"description": "LlamaIndex Core Module",
|
||||
"exports": {
|
||||
"./agent": {
|
||||
|
||||
@@ -32,10 +32,6 @@ export abstract class BasePromptTemplate<
|
||||
const Vars extends readonly string[] = string[],
|
||||
> {
|
||||
metadata: Metadata = {};
|
||||
/**
|
||||
* Set of template variables used in the prompt template. Used for type hints only.
|
||||
* To get the list of template variables used in the prompt at run-time, use the `vars` method.
|
||||
*/
|
||||
templateVars: Set<string> = new Set();
|
||||
options: Partial<Record<TemplatesVar[number] | (string & {}), string>> = {};
|
||||
outputParser: BaseOutputParser | undefined;
|
||||
@@ -227,13 +223,4 @@ export class PromptTemplate<
|
||||
get template(): Template {
|
||||
return this.#template;
|
||||
}
|
||||
|
||||
/**
|
||||
* Returns all the template variables used in the prompt template.
|
||||
*/
|
||||
vars(): string[] {
|
||||
const template = this.template;
|
||||
const matches = template.match(/\{([^}]+)\}/g) || [];
|
||||
return [...new Set(matches.map((match) => match.slice(1, -1)))];
|
||||
}
|
||||
}
|
||||
|
||||
@@ -158,15 +158,4 @@ describe("PromptTemplate", () => {
|
||||
const formatted = prompt.format({ text: "world", foo: "bar" });
|
||||
expect(formatted).toBe("hello world bar\noutput_instruction");
|
||||
});
|
||||
|
||||
test("should return all unique template vars of a prompt", () => {
|
||||
const prompt = new PromptTemplate({
|
||||
template: "Hello {name}! Your age is {age}. Nice to meet you {name}!",
|
||||
});
|
||||
|
||||
const vars = prompt.vars();
|
||||
expect(vars).toHaveLength(2);
|
||||
expect(vars).toContain("name");
|
||||
expect(vars).toContain("age");
|
||||
});
|
||||
});
|
||||
|
||||
@@ -1,17 +1,5 @@
|
||||
# @llamaindex/experimental
|
||||
|
||||
## 0.0.129
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.17
|
||||
|
||||
## 0.0.128
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 0.0.127
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/experimental",
|
||||
"description": "Experimental package for LlamaIndexTS",
|
||||
"version": "0.0.129",
|
||||
"version": "0.0.127",
|
||||
"type": "module",
|
||||
"types": "dist/type/index.d.ts",
|
||||
"main": "dist/cjs/index.js",
|
||||
|
||||
@@ -1,32 +1,5 @@
|
||||
# llamaindex
|
||||
|
||||
## 0.8.17
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
- @llamaindex/cloud@2.0.11
|
||||
- @llamaindex/node-parser@0.0.12
|
||||
- @llamaindex/anthropic@0.0.20
|
||||
- @llamaindex/clip@0.0.20
|
||||
- @llamaindex/deepinfra@0.0.20
|
||||
- @llamaindex/huggingface@0.0.20
|
||||
- @llamaindex/ollama@0.0.27
|
||||
- @llamaindex/openai@0.1.36
|
||||
- @llamaindex/portkey-ai@0.0.20
|
||||
- @llamaindex/replicate@0.0.20
|
||||
- @llamaindex/readers@1.0.13
|
||||
- @llamaindex/groq@0.0.35
|
||||
- @llamaindex/vllm@0.0.6
|
||||
|
||||
## 0.8.16
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [e60328b]
|
||||
- @llamaindex/readers@1.0.12
|
||||
|
||||
## 0.8.15
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "llamaindex",
|
||||
"version": "0.8.17",
|
||||
"version": "0.8.15",
|
||||
"license": "MIT",
|
||||
"type": "module",
|
||||
"keywords": [
|
||||
|
||||
@@ -55,16 +55,6 @@ export interface AzureCosmosDBNoSQLConfig
|
||||
readonly flatMetadata?: boolean;
|
||||
readonly idKey?: string;
|
||||
}
|
||||
/**
|
||||
* Query options for the `AzureCosmosDBNoSQLVectorStore.query` method.
|
||||
* @property includeEmbeddings - Whether to include the embeddings in the result. Default false
|
||||
* @property includeVectorDistance - Whether to include the vector distance in the result. Default true
|
||||
* @property whereClause - The where clause to use in the query. While writing this clause, use `c` as the alias for the container and do not include the `WHERE` keyword.
|
||||
*/
|
||||
export interface AzureCosmosQueryOptions {
|
||||
includeVectorDistance?: boolean;
|
||||
whereClause?: string;
|
||||
}
|
||||
|
||||
const USER_AGENT_SUFFIX = "llamaindex-cdbnosql-vectorstore-javascript";
|
||||
|
||||
@@ -108,22 +98,6 @@ function parseConnectionString(connectionString: string): {
|
||||
|
||||
return { endpoint, key: accountKey };
|
||||
}
|
||||
/**
|
||||
* utility function to build the query string for the CosmosDB query
|
||||
*/
|
||||
function queryBuilder(options: AzureCosmosQueryOptions): string {
|
||||
let initialQuery =
|
||||
"SELECT TOP @k c[@id] as id, c[@text] as text, c[@metadata] as metadata";
|
||||
if (options.includeVectorDistance !== false) {
|
||||
initialQuery += `, VectorDistance(c[@embeddingKey],@embedding) AS SimilarityScore`;
|
||||
}
|
||||
initialQuery += ` FROM c`;
|
||||
if (options.whereClause) {
|
||||
initialQuery += ` WHERE ${options.whereClause}`;
|
||||
}
|
||||
initialQuery += ` ORDER BY VectorDistance(c[@embeddingKey],@embedding)`;
|
||||
return initialQuery;
|
||||
}
|
||||
|
||||
export class AzureCosmosDBNoSqlVectorStore extends BaseVectorStore {
|
||||
storesText: boolean = true;
|
||||
@@ -360,25 +334,21 @@ export class AzureCosmosDBNoSqlVectorStore extends BaseVectorStore {
|
||||
*/
|
||||
async query(
|
||||
query: VectorStoreQuery,
|
||||
options: AzureCosmosQueryOptions = {},
|
||||
options?: object,
|
||||
): Promise<VectorStoreQueryResult> {
|
||||
await this.initialize();
|
||||
if (!query.queryEmbedding || query.queryEmbedding.length === 0) {
|
||||
throw new Error(
|
||||
"queryEmbedding is required for AzureCosmosDBNoSqlVectorStore query",
|
||||
);
|
||||
}
|
||||
const params = {
|
||||
vector: query.queryEmbedding!,
|
||||
k: query.similarityTopK,
|
||||
};
|
||||
const builtQuery = queryBuilder(options);
|
||||
|
||||
const nodes: BaseNode[] = [];
|
||||
const ids: string[] = [];
|
||||
const similarities: number[] = [];
|
||||
const queryResults = await this.container.items
|
||||
.query({
|
||||
query: builtQuery,
|
||||
query:
|
||||
"SELECT TOP @k c[@id] as id, c[@text] as text, c[@metadata] as metadata, VectorDistance(c[@embeddingKey],@embedding) AS SimilarityScore FROM c ORDER BY VectorDistance(c[@embeddingKey],@embedding)",
|
||||
parameters: [
|
||||
{ name: "@k", value: params.k },
|
||||
{ name: "@id", value: this.idKey },
|
||||
|
||||
@@ -14,10 +14,9 @@ import {
|
||||
Settings,
|
||||
VectorStoreQueryMode,
|
||||
type AzureCosmosDBNoSQLConfig,
|
||||
type AzureCosmosQueryOptions,
|
||||
type VectorStoreQueryResult,
|
||||
} from "llamaindex";
|
||||
import { beforeAll, describe, expect, it } from "vitest";
|
||||
import { beforeEach, describe, expect, it } from "vitest";
|
||||
dotenv.config();
|
||||
/*
|
||||
* To run this test, you need have an Azure Cosmos DB for NoSQL instance
|
||||
@@ -65,10 +64,7 @@ Settings.llm = new OpenAI(llmInit);
|
||||
Settings.embedModel = new OpenAIEmbedding(embedModelInit);
|
||||
// This test is skipped because it requires an Azure Cosmos DB instance and OpenAI API keys
|
||||
describe.skip("AzureCosmosDBNoSQLVectorStore", () => {
|
||||
let vectorStore: AzureCosmosDBNoSqlVectorStore;
|
||||
// eslint-disable-next-line @typescript-eslint/no-explicit-any
|
||||
let embeddings: any = [];
|
||||
beforeAll(async () => {
|
||||
beforeEach(async () => {
|
||||
if (process.env.AZURE_COSMOSDB_NOSQL_CONNECTION_STRING) {
|
||||
client = new CosmosClient(
|
||||
process.env.AZURE_COSMOSDB_NOSQL_CONNECTION_STRING,
|
||||
@@ -83,12 +79,15 @@ describe.skip("AzureCosmosDBNoSQLVectorStore", () => {
|
||||
"Please set the environment variable AZURE_COSMOSDB_NOSQL_CONNECTION_STRING or AZURE_COSMOSDB_NOSQL_ENDPOINT",
|
||||
);
|
||||
}
|
||||
|
||||
// Make sure the database does not exists
|
||||
try {
|
||||
await client.database(DATABASE_NAME).delete();
|
||||
} catch {
|
||||
// Ignore error if the database does not exist
|
||||
}
|
||||
});
|
||||
it("perform query", async () => {
|
||||
const config: AzureCosmosDBNoSQLConfig = {
|
||||
idKey: "name",
|
||||
textKey: "customText",
|
||||
@@ -135,9 +134,9 @@ describe.skip("AzureCosmosDBNoSQLVectorStore", () => {
|
||||
},
|
||||
};
|
||||
|
||||
vectorStore = new AzureCosmosDBNoSqlVectorStore(config);
|
||||
const vectorStore = new AzureCosmosDBNoSqlVectorStore(config);
|
||||
|
||||
embeddings = await Settings.embedModel.getTextEmbeddings([
|
||||
const embeddings = await Settings.embedModel.getTextEmbeddings([
|
||||
"This book is about politics",
|
||||
"Cats sleeps a lot.",
|
||||
"Sandwiches taste good.",
|
||||
@@ -151,29 +150,28 @@ describe.skip("AzureCosmosDBNoSQLVectorStore", () => {
|
||||
id_: "1",
|
||||
text: "This book is about politics",
|
||||
embedding: embeddings[0],
|
||||
metadata: { key: "politics", number: 1 },
|
||||
metadata: { key: "politics" },
|
||||
}),
|
||||
new Document({
|
||||
id_: "2",
|
||||
text: "Cats sleeps a lot.",
|
||||
embedding: embeddings[1],
|
||||
metadata: { key: "cats", number: 2 },
|
||||
metadata: { key: "cats" },
|
||||
}),
|
||||
new Document({
|
||||
id_: "3",
|
||||
text: "Sandwiches taste good.",
|
||||
embedding: embeddings[2],
|
||||
metadata: { key: "sandwiches", number: 3 },
|
||||
metadata: { key: "sandwiches" },
|
||||
}),
|
||||
new Document({
|
||||
id_: "4",
|
||||
text: "The house is open",
|
||||
embedding: embeddings[3],
|
||||
metadata: { key: "house", number: 4 },
|
||||
metadata: { key: "house" },
|
||||
}),
|
||||
]);
|
||||
});
|
||||
it("perform query", async () => {
|
||||
|
||||
const results: VectorStoreQueryResult = await vectorStore.query({
|
||||
queryEmbedding: embeddings[4] || [],
|
||||
similarityTopK: 1,
|
||||
@@ -181,62 +179,5 @@ describe.skip("AzureCosmosDBNoSQLVectorStore", () => {
|
||||
});
|
||||
expect(results.ids.length).toEqual(1);
|
||||
expect(results.ids[0]).toEqual("3");
|
||||
expect(results.similarities).toBeDefined();
|
||||
expect(results.similarities[0]).toBeDefined();
|
||||
}, 1000000);
|
||||
|
||||
it("perform query with where clause", async () => {
|
||||
const options: AzureCosmosQueryOptions = {
|
||||
whereClause: "c.customMetadata.number > 3",
|
||||
};
|
||||
const results: VectorStoreQueryResult = await vectorStore.query(
|
||||
{
|
||||
queryEmbedding: embeddings[4] || [],
|
||||
similarityTopK: 1,
|
||||
mode: VectorStoreQueryMode.DEFAULT,
|
||||
},
|
||||
options,
|
||||
);
|
||||
expect(results.ids.length).toEqual(1);
|
||||
expect(results.ids[0]).toEqual("4");
|
||||
expect(results.similarities).toBeDefined();
|
||||
expect(results.similarities[0]).toBeDefined();
|
||||
}, 1000000);
|
||||
|
||||
it("perform query with includeVectorDistance false", async () => {
|
||||
const options: AzureCosmosQueryOptions = {
|
||||
includeVectorDistance: false,
|
||||
};
|
||||
const results: VectorStoreQueryResult = await vectorStore.query(
|
||||
{
|
||||
queryEmbedding: embeddings[4] || [],
|
||||
similarityTopK: 1,
|
||||
mode: VectorStoreQueryMode.DEFAULT,
|
||||
},
|
||||
options,
|
||||
);
|
||||
expect(results.ids.length).toEqual(1);
|
||||
expect(results.ids[0]).toEqual("3");
|
||||
expect(results.similarities).toBeDefined();
|
||||
expect(results.similarities[0]).toBeUndefined();
|
||||
}, 1000000);
|
||||
|
||||
it("perform query with includeVectorDistance false and whereClause", async () => {
|
||||
const options: AzureCosmosQueryOptions = {
|
||||
includeVectorDistance: false,
|
||||
whereClause: "c.customMetadata.number > 3",
|
||||
};
|
||||
const results: VectorStoreQueryResult = await vectorStore.query(
|
||||
{
|
||||
queryEmbedding: embeddings[4] || [],
|
||||
similarityTopK: 1,
|
||||
mode: VectorStoreQueryMode.DEFAULT,
|
||||
},
|
||||
options,
|
||||
);
|
||||
expect(results.ids.length).toEqual(1);
|
||||
expect(results.ids[0]).toEqual("4");
|
||||
expect(results.similarities).toBeDefined();
|
||||
expect(results.similarities[0]).toBeUndefined();
|
||||
}, 1000000);
|
||||
});
|
||||
|
||||
@@ -1,7 +1,6 @@
|
||||
/* eslint-disable @typescript-eslint/no-explicit-any */
|
||||
import type { BaseNode } from "@llamaindex/core/schema";
|
||||
import { beforeEach, describe, expect, it, vi } from "vitest";
|
||||
import { VectorStoreQueryMode } from "../../src/vector-store.js";
|
||||
import { TestableAzureCosmosDBNoSqlVectorStore } from "../mocks/TestableAzureCosmosDBNoSqlVectorStore.js";
|
||||
import { createMockClient } from "../utility/mockCosmosClient.js"; // Import the mock client
|
||||
|
||||
@@ -96,27 +95,4 @@ describe("AzureCosmosDBNoSqlVectorStore Tests", () => {
|
||||
expect(client.databases.containers.items.create).toHaveBeenCalledTimes(2);
|
||||
expect(result).toEqual(["node-0", "node-1"]);
|
||||
});
|
||||
|
||||
it("should throw error if no query embedding is provided", async () => {
|
||||
const client = createMockClient();
|
||||
const store = new TestableAzureCosmosDBNoSqlVectorStore({
|
||||
client: client as any,
|
||||
endpoint: "https://example.com",
|
||||
idKey: "id",
|
||||
textKey: "text",
|
||||
metadataKey: "metadata",
|
||||
});
|
||||
|
||||
expect(store).toBeDefined();
|
||||
|
||||
await expect(
|
||||
store.query({
|
||||
queryEmbedding: [],
|
||||
similarityTopK: 4,
|
||||
mode: VectorStoreQueryMode.DEFAULT,
|
||||
}),
|
||||
).rejects.toThrowError(
|
||||
"queryEmbedding is required for AzureCosmosDBNoSqlVectorStore query",
|
||||
);
|
||||
});
|
||||
});
|
||||
|
||||
@@ -1,12 +1,5 @@
|
||||
# @llamaindex/node-parser
|
||||
|
||||
## 0.0.12
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
|
||||
## 0.0.11
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/node-parser",
|
||||
"version": "0.0.12",
|
||||
"version": "0.0.11",
|
||||
"description": "Node parser for LlamaIndex",
|
||||
"type": "module",
|
||||
"exports": {
|
||||
|
||||
@@ -1,12 +1,5 @@
|
||||
# @llamaindex/anthropic
|
||||
|
||||
## 0.0.20
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
|
||||
## 0.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/anthropic",
|
||||
"description": "Anthropic Adapter for LlamaIndex",
|
||||
"version": "0.0.20",
|
||||
"version": "0.0.19",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,13 +1,5 @@
|
||||
# @llamaindex/clip
|
||||
|
||||
## 0.0.20
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
- @llamaindex/openai@0.1.36
|
||||
|
||||
## 0.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/clip",
|
||||
"description": "Clip Embedding Adapter for LlamaIndex",
|
||||
"version": "0.0.20",
|
||||
"version": "0.0.19",
|
||||
"type": "module",
|
||||
"types": "dist/index.d.ts",
|
||||
"main": "dist/index.cjs",
|
||||
|
||||
@@ -1,13 +1,5 @@
|
||||
# @llamaindex/deepinfra
|
||||
|
||||
## 0.0.20
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
- @llamaindex/openai@0.1.36
|
||||
|
||||
## 0.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/deepinfra",
|
||||
"description": "Deepinfra Adapter for LlamaIndex",
|
||||
"version": "0.0.20",
|
||||
"version": "0.0.19",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,11 +1,5 @@
|
||||
# @llamaindex/groq
|
||||
|
||||
## 0.0.35
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/openai@0.1.36
|
||||
|
||||
## 0.0.34
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/groq",
|
||||
"description": "Groq Adapter for LlamaIndex",
|
||||
"version": "0.0.35",
|
||||
"version": "0.0.34",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,13 +1,5 @@
|
||||
# @llamaindex/huggingface
|
||||
|
||||
## 0.0.20
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
- @llamaindex/openai@0.1.36
|
||||
|
||||
## 0.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/huggingface",
|
||||
"description": "Huggingface Adapter for LlamaIndex",
|
||||
"version": "0.0.20",
|
||||
"version": "0.0.19",
|
||||
"type": "module",
|
||||
"types": "dist/index.d.ts",
|
||||
"main": "dist/index.cjs",
|
||||
|
||||
@@ -1,12 +1,5 @@
|
||||
# @llamaindex/ollama
|
||||
|
||||
## 0.0.27
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
|
||||
## 0.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/ollama",
|
||||
"description": "Ollama Adapter for LlamaIndex",
|
||||
"version": "0.0.27",
|
||||
"version": "0.0.26",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,12 +1,5 @@
|
||||
# @llamaindex/openai
|
||||
|
||||
## 0.1.36
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
|
||||
## 0.1.35
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/openai",
|
||||
"description": "OpenAI Adapter for LlamaIndex",
|
||||
"version": "0.1.36",
|
||||
"version": "0.1.35",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,12 +1,5 @@
|
||||
# @llamaindex/portkey-ai
|
||||
|
||||
## 0.0.20
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
|
||||
## 0.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/portkey-ai",
|
||||
"description": "Portkey Adapter for LlamaIndex",
|
||||
"version": "0.0.20",
|
||||
"version": "0.0.19",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,12 +1,5 @@
|
||||
# @llamaindex/replicate
|
||||
|
||||
## 0.0.20
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
|
||||
## 0.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/replicate",
|
||||
"description": "Replicate Adapter for LlamaIndex",
|
||||
"version": "0.0.20",
|
||||
"version": "0.0.19",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,11 +1,5 @@
|
||||
# @llamaindex/vllm
|
||||
|
||||
## 0.0.6
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/openai@0.1.36
|
||||
|
||||
## 0.0.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/vllm",
|
||||
"description": "vLLM Adapter for LlamaIndex",
|
||||
"version": "0.0.6",
|
||||
"version": "0.0.5",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,18 +1,5 @@
|
||||
# @llamaindex/readers
|
||||
|
||||
## 1.0.13
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
|
||||
## 1.0.12
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- e60328b: fix: import error in cjs
|
||||
|
||||
## 1.0.11
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,12 +1,20 @@
|
||||
{
|
||||
"name": "@llamaindex/readers",
|
||||
"description": "LlamaIndex Readers",
|
||||
"version": "1.0.13",
|
||||
"version": "1.0.11",
|
||||
"type": "module",
|
||||
"exports": {
|
||||
"./node/hook": "./node/dist/hook.js",
|
||||
"./node": "./node/dist/index.js",
|
||||
"./assembly-ai": {
|
||||
"edge-light": {
|
||||
"types": "./assembly-ai/dist/index.edge-light.d.ts",
|
||||
"default": "./assembly-ai/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./assembly-ai/dist/index.workerd.d.ts",
|
||||
"default": "./assembly-ai/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./assembly-ai/dist/index.d.cts",
|
||||
"default": "./assembly-ai/dist/index.cjs"
|
||||
@@ -17,6 +25,14 @@
|
||||
}
|
||||
},
|
||||
"./cosmosdb": {
|
||||
"edge-light": {
|
||||
"types": "./cosmosdb/dist/index.edge-light.d.ts",
|
||||
"default": "./cosmosdb/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./cosmosdb/dist/index.workerd.d.ts",
|
||||
"default": "./cosmosdb/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./cosmosdb/dist/index.d.cts",
|
||||
"default": "./cosmosdb/dist/index.cjs"
|
||||
@@ -63,6 +79,14 @@
|
||||
}
|
||||
},
|
||||
"./discord": {
|
||||
"edge-light": {
|
||||
"types": "./discord/dist/index.edge-light.d.ts",
|
||||
"default": "./discord/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./discord/dist/index.workerd.d.ts",
|
||||
"default": "./discord/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./discord/dist/index.d.cts",
|
||||
"default": "./discord/dist/index.cjs"
|
||||
@@ -73,6 +97,14 @@
|
||||
}
|
||||
},
|
||||
"./docx": {
|
||||
"edge-light": {
|
||||
"types": "./docx/dist/index.edge-light.d.ts",
|
||||
"default": "./docx/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./docx/dist/index.workerd.d.ts",
|
||||
"default": "./docx/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./docx/dist/index.d.cts",
|
||||
"default": "./docx/dist/index.cjs"
|
||||
@@ -83,6 +115,14 @@
|
||||
}
|
||||
},
|
||||
"./html": {
|
||||
"edge-light": {
|
||||
"types": "./html/dist/index.edge-light.d.ts",
|
||||
"default": "./html/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./html/dist/index.workerd.d.ts",
|
||||
"default": "./html/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./html/dist/index.d.cts",
|
||||
"default": "./html/dist/index.cjs"
|
||||
@@ -93,6 +133,14 @@
|
||||
}
|
||||
},
|
||||
"./image": {
|
||||
"edge-light": {
|
||||
"types": "./image/dist/index.edge-light.d.ts",
|
||||
"default": "./image/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./image/dist/index.workerd.d.ts",
|
||||
"default": "./image/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./image/dist/index.d.cts",
|
||||
"default": "./image/dist/index.cjs"
|
||||
@@ -103,6 +151,14 @@
|
||||
}
|
||||
},
|
||||
"./json": {
|
||||
"edge-light": {
|
||||
"types": "./json/dist/index.edge-light.d.ts",
|
||||
"default": "./json/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./json/dist/index.workerd.d.ts",
|
||||
"default": "./json/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./json/dist/index.d.cts",
|
||||
"default": "./json/dist/index.cjs"
|
||||
@@ -113,6 +169,14 @@
|
||||
}
|
||||
},
|
||||
"./markdown": {
|
||||
"edge-light": {
|
||||
"types": "./markdown/dist/index.edge-light.d.ts",
|
||||
"default": "./markdown/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./markdown/dist/index.workerd.d.ts",
|
||||
"default": "./markdown/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./markdown/dist/index.d.cts",
|
||||
"default": "./markdown/dist/index.cjs"
|
||||
@@ -123,6 +187,14 @@
|
||||
}
|
||||
},
|
||||
"./mongo": {
|
||||
"edge-light": {
|
||||
"types": "./mongo/dist/index.edge-light.d.ts",
|
||||
"default": "./mongo/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./mongo/dist/index.workerd.d.ts",
|
||||
"default": "./mongo/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./mongo/dist/index.d.cts",
|
||||
"default": "./mongo/dist/index.cjs"
|
||||
@@ -133,6 +205,14 @@
|
||||
}
|
||||
},
|
||||
"./notion": {
|
||||
"edge-light": {
|
||||
"types": "./notion/dist/index.edge-light.d.ts",
|
||||
"default": "./notion/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./notion/dist/index.workerd.d.ts",
|
||||
"default": "./notion/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./notion/dist/index.d.cts",
|
||||
"default": "./notion/dist/index.cjs"
|
||||
@@ -143,6 +223,14 @@
|
||||
}
|
||||
},
|
||||
"./pdf": {
|
||||
"edge-light": {
|
||||
"types": "./pdf/dist/index.edge-light.d.ts",
|
||||
"default": "./pdf/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./pdf/dist/index.workerd.d.ts",
|
||||
"default": "./pdf/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./pdf/dist/index.d.cts",
|
||||
"default": "./pdf/dist/index.cjs"
|
||||
@@ -153,6 +241,14 @@
|
||||
}
|
||||
},
|
||||
"./text": {
|
||||
"edge-light": {
|
||||
"types": "./text/dist/index.edge-light.d.ts",
|
||||
"default": "./text/dist/index.edge-light.js"
|
||||
},
|
||||
"workerd": {
|
||||
"types": "./text/dist/index.workerd.d.ts",
|
||||
"default": "./text/dist/index.workerd.js"
|
||||
},
|
||||
"require": {
|
||||
"types": "./text/dist/index.d.cts",
|
||||
"default": "./text/dist/index.cjs"
|
||||
|
||||
@@ -1,25 +1,5 @@
|
||||
# @llamaindex/unit-test
|
||||
|
||||
## 0.0.27
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
- @llamaindex/cloud@2.0.11
|
||||
- llamaindex@0.8.17
|
||||
- @llamaindex/node-parser@0.0.12
|
||||
- @llamaindex/openai@0.1.36
|
||||
- @llamaindex/readers@1.0.13
|
||||
|
||||
## 0.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [e60328b]
|
||||
- @llamaindex/readers@1.0.12
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 0.0.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
+1
-1
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/unit-test",
|
||||
"private": true,
|
||||
"version": "0.0.27",
|
||||
"version": "0.0.25",
|
||||
"type": "module",
|
||||
"scripts": {
|
||||
"test": "vitest run"
|
||||
|
||||
Reference in New Issue
Block a user