mirror of
https://github.com/run-llama/LlamaIndexTS.git
synced 2026-07-19 18:43:34 -04:00
Compare commits
14 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| ca50443f7b | |||
| 1b60005018 | |||
| d99d598491 | |||
| a0e6f57d9b | |||
| e0f6cc3be1 | |||
| bc3e840b85 | |||
| f73d4c335d | |||
| 24774b0477 | |||
| 8386510d86 | |||
| b504303c66 | |||
| cf9a9356e0 | |||
| 335020e242 | |||
| 3d1808b5d2 | |||
| a19cbc7fe0 |
@@ -0,0 +1,6 @@
|
||||
---
|
||||
"llamaindex": patch
|
||||
"@llamaindex/env": patch
|
||||
---
|
||||
|
||||
Allow Node 18 again (throw run-time error if not possible) to make Stackblitz work
|
||||
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"@llamaindex/vercel": patch
|
||||
---
|
||||
|
||||
Add VercelLLM (adapter to use any model provider from Vercel AI in LlamaIndex)
|
||||
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"@llamaindex/core": patch
|
||||
---
|
||||
|
||||
The compact and refine response synthesizer (retrieved by using `getResponseSynthesizer('compact')`) has been fixed to return the original source nodes that were provided to it in its response. Previous to this it was returning the compacted text chunk documents.
|
||||
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"llamaindex": patch
|
||||
---
|
||||
|
||||
withLlamaIndex now passes through webpack options to the passed in customized NextJS webpack config. Before it was only passing through the config.
|
||||
@@ -23,7 +23,7 @@ jobs:
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
node-version: [20.x, 22.x, 23.x]
|
||||
node-version: [18.x, 20.x, 22.x, 23.x]
|
||||
name: E2E on Node.js ${{ matrix.node-version }}
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
@@ -53,7 +53,7 @@ jobs:
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
node-version: [20.x, 22.x, 23.x]
|
||||
node-version: [18.x, 20.x, 22.x, 23.x]
|
||||
name: Test on Node.js ${{ matrix.node-version }}
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
|
||||
@@ -1,5 +1,13 @@
|
||||
# docs
|
||||
|
||||
## 0.0.132
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- llamaindex@0.8.26
|
||||
- @llamaindex/examples@0.0.19
|
||||
|
||||
## 0.0.131
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "docs",
|
||||
"version": "0.0.131",
|
||||
"version": "0.0.132",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"docusaurus": "docusaurus",
|
||||
|
||||
@@ -1,5 +1,17 @@
|
||||
# @llamaindex/doc
|
||||
|
||||
## 0.0.30
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
- llamaindex@0.8.26
|
||||
- @llamaindex/openai@0.1.42
|
||||
- @llamaindex/cloud@2.0.17
|
||||
- @llamaindex/node-parser@0.0.18
|
||||
- @llamaindex/readers@1.0.19
|
||||
|
||||
## 0.0.29
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/doc",
|
||||
"version": "0.0.29",
|
||||
"version": "0.0.30",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"build": "pnpm run build:docs && next build",
|
||||
|
||||
@@ -3,7 +3,9 @@ title: Vercel
|
||||
description: Integrate LlamaIndex with Vercel's AI SDK
|
||||
---
|
||||
|
||||
LlamaIndex provides integration with Vercel's AI SDK, allowing you to create powerful search and retrieval applications. Below are examples of how to use LlamaIndex with `streamText` from the Vercel AI SDK.
|
||||
LlamaIndex provides integration with Vercel's AI SDK, allowing you to create powerful search and retrieval applications. You can:
|
||||
- Use any of Vercel AI's [model providers](https://sdk.vercel.ai/docs/foundations/providers-and-models) as LLMs in LlamaIndex
|
||||
- Use indexes (e.g. VectorStoreIndex, LlamaCloudIndex) from LlamaIndexTS in your Vercel AI applications
|
||||
|
||||
## Setup
|
||||
|
||||
@@ -13,7 +15,22 @@ First, install the required dependencies:
|
||||
npm install @llamaindex/vercel ai
|
||||
```
|
||||
|
||||
## Using Local Vector Store
|
||||
## Using Vercel AI's Model Providers
|
||||
|
||||
Using the `VercelLLM` adapter, it's easy to use any of Vercel AI's [model providers](https://sdk.vercel.ai/docs/foundations/providers-and-models) as LLMs in LlamaIndex. Here's an example of how to use OpenAI's GPT-4o model:
|
||||
|
||||
```typescript
|
||||
const llm = new VercelLLM({ model: openai("gpt-4o") });
|
||||
const result = await llm.complete({
|
||||
prompt: "What is the capital of France?",
|
||||
stream: false, // Set to true if you want streaming responses
|
||||
});
|
||||
console.log(result.text);
|
||||
```
|
||||
|
||||
## Use Indexes
|
||||
|
||||
### Using VectorStoreIndex
|
||||
|
||||
Here's how to create a simple vector store index and query it using Vercel's AI SDK:
|
||||
|
||||
@@ -29,22 +46,25 @@ const index = await VectorStoreIndex.fromDocuments([document]);
|
||||
|
||||
// Create a query tool
|
||||
const queryTool = llamaindex({
|
||||
model: openai("gpt-4"),
|
||||
index,
|
||||
description: "Search through the documents", // optional
|
||||
});
|
||||
|
||||
// Use the tool with Vercel's AI SDK
|
||||
streamText({
|
||||
tools: { queryTool },
|
||||
prompt: "Your question here",
|
||||
model: openai("gpt-4"),
|
||||
prompt: "Your question here",
|
||||
tools: { queryTool },
|
||||
onFinish({ response }) {
|
||||
console.log("Response:", response.messages); // log the response
|
||||
},
|
||||
}).toDataStream();
|
||||
```
|
||||
|
||||
## Using LlamaCloud
|
||||
> Note: the Vercel AI model referenced in the `llamaindex` function is used by the response synthesizer to generate a response for the tool call.
|
||||
|
||||
### Using LlamaCloud
|
||||
|
||||
For production deployments, you can use LlamaCloud to store and manage your documents:
|
||||
|
||||
@@ -61,20 +81,21 @@ const index = await LlamaCloudIndex.fromDocuments({
|
||||
|
||||
// Use it the same way as VectorStoreIndex
|
||||
const queryTool = llamaindex({
|
||||
model: openai("gpt-4"),
|
||||
index,
|
||||
description: "Search through the documents",
|
||||
});
|
||||
|
||||
// Use the tool with Vercel's AI SDK
|
||||
streamText({
|
||||
tools: { queryTool },
|
||||
prompt: "Your question here",
|
||||
model: openai("gpt-4"),
|
||||
prompt: "Your question here",
|
||||
tools: { queryTool },
|
||||
}).toDataStream();
|
||||
```
|
||||
|
||||
## Next Steps
|
||||
|
||||
1. Explore [LlamaCloud](https://cloud.llamaindex.ai/) for managed document storage and retrieval
|
||||
2. Join our [Discord community](https://discord.gg/llamaindex) for support and discussions
|
||||
2. Join our [Discord community](https://discord.gg/dGcwcsnxhU) for support and discussions
|
||||
|
||||
|
||||
@@ -84,7 +84,7 @@ Imaging you put output file into `/dist/openai.js` but you are importing `llamai
|
||||
}
|
||||
```
|
||||
|
||||
In old module resolution, TypeScript will not be able to find the module because it is not follow the file structure, even you run `node index.js` successfully. (on Node.js >=16)
|
||||
In old module resolution, TypeScript will not be able to find the module because it is not following the file structure, even you run `node index.js` successfully. (on Node.js >=16)
|
||||
|
||||
See more about [moduleResolution](https://www.typescriptlang.org/docs/handbook/modules/theory.html#module-resolution) or
|
||||
[TypeScript 5.0 blog](https://devblogs.microsoft.com/typescript/announcing-typescript-5-0/#--moduleresolution-bundler7).
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/cloudflare-worker-agent-test
|
||||
|
||||
## 0.0.122
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- llamaindex@0.8.26
|
||||
|
||||
## 0.0.121
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/cloudflare-worker-agent-test",
|
||||
"version": "0.0.121",
|
||||
"version": "0.0.122",
|
||||
"type": "module",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
|
||||
@@ -1,5 +1,11 @@
|
||||
# @llamaindex/llama-parse-browser-test
|
||||
|
||||
## 0.0.37
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/cloud@2.0.17
|
||||
|
||||
## 0.0.36
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/llama-parse-browser-test",
|
||||
"private": true,
|
||||
"version": "0.0.36",
|
||||
"version": "0.0.37",
|
||||
"type": "module",
|
||||
"scripts": {
|
||||
"dev": "vite",
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/next-agent-test
|
||||
|
||||
## 0.1.122
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- llamaindex@0.8.26
|
||||
|
||||
## 0.1.121
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/next-agent-test",
|
||||
"version": "0.1.121",
|
||||
"version": "0.1.122",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# test-edge-runtime
|
||||
|
||||
## 0.1.121
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- llamaindex@0.8.26
|
||||
|
||||
## 0.1.120
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/nextjs-edge-runtime-test",
|
||||
"version": "0.1.120",
|
||||
"version": "0.1.121",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/next-node-runtime
|
||||
|
||||
## 0.0.103
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- llamaindex@0.8.26
|
||||
|
||||
## 0.0.102
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/next-node-runtime-test",
|
||||
"version": "0.0.102",
|
||||
"version": "0.0.103",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/waku-query-engine-test
|
||||
|
||||
## 0.0.122
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- llamaindex@0.8.26
|
||||
|
||||
## 0.0.121
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/waku-query-engine-test",
|
||||
"version": "0.0.121",
|
||||
"version": "0.0.122",
|
||||
"type": "module",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
|
||||
@@ -21,6 +21,11 @@ test.beforeEach(() => {
|
||||
});
|
||||
|
||||
await test("clip embedding", async (t) => {
|
||||
const major = parseInt(process.versions.node.split(".")[0] ?? "0", 10);
|
||||
if (major < 20) {
|
||||
t.skip("Skip CLIP tests on Node.js < 20");
|
||||
return;
|
||||
}
|
||||
await t.test("should trigger load transformer event", async () => {
|
||||
const nodes = [
|
||||
new ImageNode({
|
||||
|
||||
@@ -1,5 +1,15 @@
|
||||
# examples
|
||||
|
||||
## 0.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
- llamaindex@0.8.26
|
||||
- @llamaindex/vercel@0.0.4
|
||||
- @llamaindex/readers@1.0.19
|
||||
|
||||
## 0.0.18
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,16 +1,15 @@
|
||||
import fs from "node:fs/promises";
|
||||
|
||||
import {
|
||||
Document,
|
||||
IngestionPipeline,
|
||||
MetadataMode,
|
||||
OpenAIEmbedding,
|
||||
SentenceSplitter,
|
||||
VectorStoreIndex,
|
||||
} from "llamaindex";
|
||||
import fs from "node:fs/promises";
|
||||
|
||||
async function main() {
|
||||
// Load essay from abramov.txt in Node
|
||||
const path = "node_modules/llamaindex/examples/abramov.txt";
|
||||
const path = "../node_modules/llamaindex/examples/abramov.txt";
|
||||
|
||||
const essay = await fs.readFile(path, "utf-8");
|
||||
|
||||
@@ -22,14 +21,23 @@ async function main() {
|
||||
new OpenAIEmbedding(),
|
||||
],
|
||||
});
|
||||
console.time("Pipeline Run Time");
|
||||
|
||||
// run the pipeline
|
||||
const nodes = await pipeline.run({ documents: [document] });
|
||||
|
||||
// print out the result of the pipeline run
|
||||
for (const node of nodes) {
|
||||
console.log(node.getContent(MetadataMode.NONE));
|
||||
}
|
||||
console.timeEnd("Pipeline Run Time");
|
||||
|
||||
// initialize the VectorStoreIndex from nodes
|
||||
const index = await VectorStoreIndex.init({ nodes });
|
||||
|
||||
// Query the index
|
||||
const queryEngine = index.asQueryEngine();
|
||||
|
||||
const { message } = await queryEngine.query({
|
||||
query: "summarize the article in three sentence",
|
||||
});
|
||||
|
||||
console.log(message);
|
||||
}
|
||||
|
||||
main().catch(console.error);
|
||||
@@ -1,17 +1,17 @@
|
||||
{
|
||||
"name": "@llamaindex/examples",
|
||||
"private": true,
|
||||
"version": "0.0.18",
|
||||
"version": "0.0.19",
|
||||
"dependencies": {
|
||||
"@ai-sdk/openai": "^1.0.5",
|
||||
"@aws-crypto/sha256-js": "^5.2.0",
|
||||
"@azure/cosmos": "^4.1.1",
|
||||
"@azure/identity": "^4.4.1",
|
||||
"@datastax/astra-db-ts": "^1.4.1",
|
||||
"@llamaindex/core": "^0.4.16",
|
||||
"@llamaindex/readers": "^1.0.18",
|
||||
"@llamaindex/core": "^0.4.17",
|
||||
"@llamaindex/readers": "^1.0.19",
|
||||
"@llamaindex/workflow": "^0.0.7",
|
||||
"@llamaindex/vercel": "^0.0.3",
|
||||
"@llamaindex/vercel": "^0.0.4",
|
||||
"@notionhq/client": "^2.2.15",
|
||||
"@pinecone-database/pinecone": "^4.0.0",
|
||||
"@vercel/postgres": "^0.10.0",
|
||||
@@ -21,7 +21,7 @@
|
||||
"commander": "^12.1.0",
|
||||
"dotenv": "^16.4.5",
|
||||
"js-tiktoken": "^1.0.14",
|
||||
"llamaindex": "^0.8.25",
|
||||
"llamaindex": "^0.8.26",
|
||||
"mongodb": "^6.7.0",
|
||||
"pathe": "^1.1.2",
|
||||
"postgres": "^3.4.4"
|
||||
|
||||
@@ -14,6 +14,16 @@ npm i
|
||||
|
||||
Make sure to run the examples from the parent folder called `examples`. The following examples are available:
|
||||
|
||||
### Vercel LLM Example
|
||||
|
||||
Run the Vercel LLM example with:
|
||||
|
||||
```bash
|
||||
npx tsx vercel/llm.ts
|
||||
```
|
||||
|
||||
This example demonstrates using the `VercelLLM` adapter with Vercel's OpenAI model provider
|
||||
|
||||
### Vector Store Example
|
||||
|
||||
Run the local vector store example with:
|
||||
|
||||
@@ -22,6 +22,7 @@ async function main() {
|
||||
prompt: "Cost of moving cat from Russia to UK?",
|
||||
tools: {
|
||||
queryTool: llamaindex({
|
||||
model: openai("gpt-4o"),
|
||||
index,
|
||||
description:
|
||||
"get information from your knowledge base to answer questions.", // optional description
|
||||
|
||||
@@ -0,0 +1,45 @@
|
||||
import { openai } from "@ai-sdk/openai";
|
||||
import { VercelLLM } from "@llamaindex/vercel";
|
||||
import { LLMAgent, WikipediaTool } from "llamaindex";
|
||||
|
||||
async function main() {
|
||||
// Create an instance of VercelLLM with the OpenAI model
|
||||
const vercelLLM = new VercelLLM({ model: openai("gpt-4o") });
|
||||
|
||||
console.log("\n=== Test 1: Using complete() for single response ===");
|
||||
const result = await vercelLLM.complete({
|
||||
prompt: "What is the capital of France?",
|
||||
stream: false, // Set to true if you want streaming responses
|
||||
});
|
||||
console.log(result.text);
|
||||
|
||||
console.log("\n=== Test 2: Using chat() for streaming response ===");
|
||||
const stream = await vercelLLM.chat({
|
||||
messages: [
|
||||
{ content: "You want to talk in rhymes.", role: "system" },
|
||||
{
|
||||
content:
|
||||
"How much wood would a woodchuck chuck if a woodchuck could chuck wood?",
|
||||
role: "user",
|
||||
},
|
||||
],
|
||||
stream: true,
|
||||
});
|
||||
for await (const chunk of stream) {
|
||||
process.stdout.write(chunk.delta);
|
||||
}
|
||||
|
||||
console.log("\n=== Test 3: Using LLMAgent with WikipediaTool ===");
|
||||
const agent = new LLMAgent({
|
||||
llm: vercelLLM,
|
||||
tools: [new WikipediaTool()],
|
||||
});
|
||||
|
||||
const { message } = await agent.chat({
|
||||
message: "What's the history of New York from Wikipedia in 3 sentences?",
|
||||
});
|
||||
|
||||
console.log(message);
|
||||
}
|
||||
|
||||
main().catch(console.error);
|
||||
@@ -18,6 +18,7 @@ async function main() {
|
||||
prompt: "Cost of moving cat from Russia to UK?",
|
||||
tools: {
|
||||
queryTool: llamaindex({
|
||||
model: openai("gpt-4o"),
|
||||
index,
|
||||
description:
|
||||
"get information from your knowledge base to answer questions.", // optional description
|
||||
|
||||
+2
-2
@@ -2,8 +2,8 @@
|
||||
"name": "@llamaindex/monorepo",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"build": "turbo run build --filter=\"./packages/*\"",
|
||||
"dev": "turbo run dev --filter=\"./packages/*\"",
|
||||
"build": "turbo run build --filter=\"./packages/*\" --filter=\"./packages/providers/*\"",
|
||||
"dev": "turbo run dev --filter=\"./packages/*\" --filter=\"./packages/providers/*\"",
|
||||
"format": "prettier --ignore-unknown --cache --check .",
|
||||
"format:write": "prettier --ignore-unknown --write .",
|
||||
"lint": "turbo run lint",
|
||||
|
||||
@@ -1,5 +1,13 @@
|
||||
# @llamaindex/autotool
|
||||
|
||||
## 5.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 3d1808b: chore: bump version
|
||||
- Updated dependencies [3d1808b]
|
||||
- llamaindex@0.8.26
|
||||
|
||||
## 5.0.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,5 +1,13 @@
|
||||
# @llamaindex/autotool-01-node-example
|
||||
|
||||
## 0.0.69
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/autotool@5.0.26
|
||||
- llamaindex@0.8.26
|
||||
|
||||
## 0.0.68
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -5,7 +5,7 @@
|
||||
"dependencies": {
|
||||
"@llamaindex/autotool": "workspace:*",
|
||||
"llamaindex": "workspace:*",
|
||||
"openai": "^4.72.0"
|
||||
"openai": "^4.73.1"
|
||||
},
|
||||
"devDependencies": {
|
||||
"tsx": "^4.19.0"
|
||||
@@ -13,5 +13,5 @@
|
||||
"scripts": {
|
||||
"start": "node --import tsx --import @llamaindex/autotool/node ./src/index.ts"
|
||||
},
|
||||
"version": "0.0.68"
|
||||
"version": "0.0.69"
|
||||
}
|
||||
|
||||
@@ -1,5 +1,13 @@
|
||||
# @llamaindex/autotool-02-next-example
|
||||
|
||||
## 0.1.113
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/autotool@5.0.26
|
||||
- llamaindex@0.8.26
|
||||
|
||||
## 0.1.112
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/autotool-02-next-example",
|
||||
"private": true,
|
||||
"version": "0.1.112",
|
||||
"version": "0.1.113",
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
"build": "next build",
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/autotool",
|
||||
"type": "module",
|
||||
"version": "5.0.25",
|
||||
"version": "5.0.26",
|
||||
"description": "auto transpile your JS function to LLM Agent compatible",
|
||||
"files": [
|
||||
"dist",
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/cloud
|
||||
|
||||
## 2.0.17
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
|
||||
## 2.0.16
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/cloud",
|
||||
"version": "2.0.16",
|
||||
"version": "2.0.17",
|
||||
"type": "module",
|
||||
"license": "MIT",
|
||||
"scripts": {
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/community
|
||||
|
||||
## 0.0.75
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
|
||||
## 0.0.74
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/community",
|
||||
"description": "Community package for LlamaIndexTS",
|
||||
"version": "0.0.74",
|
||||
"version": "0.0.75",
|
||||
"type": "module",
|
||||
"types": "dist/type/index.d.ts",
|
||||
"main": "dist/cjs/index.js",
|
||||
|
||||
@@ -1,5 +1,11 @@
|
||||
# @llamaindex/core
|
||||
|
||||
## 0.4.17
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 3d1808b: chore: bump version
|
||||
|
||||
## 0.4.16
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/core",
|
||||
"type": "module",
|
||||
"version": "0.4.16",
|
||||
"version": "0.4.17",
|
||||
"description": "LlamaIndex Core Module",
|
||||
"exports": {
|
||||
"./agent": {
|
||||
|
||||
@@ -369,7 +369,9 @@ export abstract class AgentRunner<
|
||||
verbose: boolean | undefined = undefined,
|
||||
chatHistory?: ChatMessage<AdditionalMessageOptions>[],
|
||||
additionalChatOptions?: AdditionalChatOptions,
|
||||
) {
|
||||
): ReadableStream<
|
||||
TaskStepOutput<AI, Store, AdditionalMessageOptions, AdditionalChatOptions>
|
||||
> {
|
||||
const initialMessages = [...(chatHistory ?? this.#chatHistory)];
|
||||
if (this.#systemPrompt !== null) {
|
||||
const systemPrompt = this.#systemPrompt;
|
||||
@@ -453,14 +455,9 @@ export abstract class AgentRunner<
|
||||
const { output } = stepOutput;
|
||||
if (output instanceof ReadableStream) {
|
||||
return output.pipeThrough(
|
||||
new TransformStream<EngineResponse>({
|
||||
new TransformStream({
|
||||
transform(chunk, controller) {
|
||||
controller.enqueue(
|
||||
EngineResponse.fromChatResponseChunk(
|
||||
chunk,
|
||||
chunk.sourceNodes,
|
||||
),
|
||||
);
|
||||
controller.enqueue(EngineResponse.fromChatResponseChunk(chunk));
|
||||
},
|
||||
}),
|
||||
);
|
||||
|
||||
@@ -77,6 +77,16 @@ class Refine extends BaseSynthesizer {
|
||||
}
|
||||
}
|
||||
|
||||
async getResponse(
|
||||
query: MessageContent,
|
||||
nodes: NodeWithScore[],
|
||||
stream: true,
|
||||
): Promise<AsyncIterable<EngineResponse>>;
|
||||
async getResponse(
|
||||
query: MessageContent,
|
||||
nodes: NodeWithScore[],
|
||||
stream: false,
|
||||
): Promise<EngineResponse>;
|
||||
async getResponse(
|
||||
query: MessageContent,
|
||||
nodes: NodeWithScore[],
|
||||
@@ -197,6 +207,16 @@ class Refine extends BaseSynthesizer {
|
||||
* CompactAndRefine is a slight variation of Refine that first compacts the text chunks into the smallest possible number of chunks.
|
||||
*/
|
||||
class CompactAndRefine extends Refine {
|
||||
async getResponse(
|
||||
query: MessageContent,
|
||||
nodes: NodeWithScore[],
|
||||
stream: true,
|
||||
): Promise<AsyncIterable<EngineResponse>>;
|
||||
async getResponse(
|
||||
query: MessageContent,
|
||||
nodes: NodeWithScore[],
|
||||
stream: false,
|
||||
): Promise<EngineResponse>;
|
||||
async getResponse(
|
||||
query: MessageContent,
|
||||
nodes: NodeWithScore[],
|
||||
@@ -216,17 +236,24 @@ class CompactAndRefine extends Refine {
|
||||
const newTexts = this.promptHelper.repack(maxPrompt, textChunks);
|
||||
const newNodes = newTexts.map((text) => new TextNode({ text }));
|
||||
if (stream) {
|
||||
return super.getResponse(
|
||||
const streamResponse = await super.getResponse(
|
||||
query,
|
||||
newNodes.map((node) => ({ node })),
|
||||
true,
|
||||
);
|
||||
return streamConverter(streamResponse, (chunk) => {
|
||||
chunk.sourceNodes = nodes;
|
||||
return chunk;
|
||||
});
|
||||
}
|
||||
return super.getResponse(
|
||||
|
||||
const originalResponse = await super.getResponse(
|
||||
query,
|
||||
newNodes.map((node) => ({ node })),
|
||||
false,
|
||||
);
|
||||
originalResponse.sourceNodes = nodes;
|
||||
return originalResponse;
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
@@ -0,0 +1,66 @@
|
||||
import { describe, expect, test, vi } from "vitest";
|
||||
import type { LLMMetadata } from "../../llms/dist/index.js";
|
||||
import { getResponseSynthesizer } from "../../response-synthesizers/dist/index.js";
|
||||
import { Document } from "../../schema/dist/index.js";
|
||||
|
||||
const mockLllm = () => ({
|
||||
complete: vi.fn().mockImplementation(({ stream }) => {
|
||||
const response = { text: "unimportant" };
|
||||
if (!stream) {
|
||||
return response;
|
||||
}
|
||||
|
||||
function* gen() {
|
||||
// yield a few times to make sure each chunk has the sourceNodes
|
||||
yield response;
|
||||
yield response;
|
||||
yield response;
|
||||
}
|
||||
|
||||
return gen();
|
||||
}),
|
||||
chat: vi.fn(),
|
||||
metadata: {} as unknown as LLMMetadata,
|
||||
});
|
||||
|
||||
describe("compact and refine response synthesizer", () => {
|
||||
describe("synthesize", () => {
|
||||
test("should return original sourceNodes with response when stream = false", async () => {
|
||||
const synthesizer = getResponseSynthesizer("compact", {
|
||||
llm: mockLllm(),
|
||||
});
|
||||
|
||||
const sourceNode = { node: new Document({}), score: 1 };
|
||||
|
||||
const response = await synthesizer.synthesize(
|
||||
{
|
||||
query: "test",
|
||||
nodes: [sourceNode],
|
||||
},
|
||||
false,
|
||||
);
|
||||
|
||||
expect(response.sourceNodes).toEqual([sourceNode]);
|
||||
});
|
||||
|
||||
test("should return original sourceNodes with response when stream = true", async () => {
|
||||
const synthesizer = getResponseSynthesizer("compact", {
|
||||
llm: mockLllm(),
|
||||
});
|
||||
|
||||
const sourceNode = { node: new Document({}), score: 1 };
|
||||
|
||||
const response = await synthesizer.synthesize(
|
||||
{
|
||||
query: "test",
|
||||
nodes: [sourceNode],
|
||||
},
|
||||
true,
|
||||
);
|
||||
|
||||
for await (const chunk of response) {
|
||||
expect(chunk.sourceNodes).toEqual([sourceNode]);
|
||||
}
|
||||
});
|
||||
});
|
||||
});
|
||||
@@ -7,6 +7,13 @@ export {
|
||||
} from "./shared.js";
|
||||
|
||||
export async function loadTransformers(onLoad: OnLoad) {
|
||||
const nodeVersions = process.versions.node.split(".");
|
||||
if (nodeVersions[0] && parseInt(nodeVersions[0], 10) < 20) {
|
||||
throw new Error(
|
||||
"@huggingface/transformers is not supported on Node.js versions below 20",
|
||||
);
|
||||
}
|
||||
|
||||
if (getTransformers() === null) {
|
||||
setTransformers(await import("@huggingface/transformers"));
|
||||
} else {
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/experimental
|
||||
|
||||
## 0.0.138
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- llamaindex@0.8.26
|
||||
|
||||
## 0.0.137
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/experimental",
|
||||
"description": "Experimental package for LlamaIndexTS",
|
||||
"version": "0.0.137",
|
||||
"version": "0.0.138",
|
||||
"type": "module",
|
||||
"types": "dist/type/index.d.ts",
|
||||
"main": "dist/cjs/index.js",
|
||||
|
||||
@@ -1,5 +1,26 @@
|
||||
# llamaindex
|
||||
|
||||
## 0.8.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 3d1808b: chore: bump version
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
- @llamaindex/openai@0.1.42
|
||||
- @llamaindex/cloud@2.0.17
|
||||
- @llamaindex/node-parser@0.0.18
|
||||
- @llamaindex/anthropic@0.0.26
|
||||
- @llamaindex/clip@0.0.26
|
||||
- @llamaindex/deepinfra@0.0.26
|
||||
- @llamaindex/huggingface@0.0.26
|
||||
- @llamaindex/ollama@0.0.33
|
||||
- @llamaindex/portkey-ai@0.0.26
|
||||
- @llamaindex/replicate@0.0.26
|
||||
- @llamaindex/readers@1.0.19
|
||||
- @llamaindex/groq@0.0.41
|
||||
- @llamaindex/vllm@0.0.12
|
||||
|
||||
## 0.8.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "llamaindex",
|
||||
"version": "0.8.25",
|
||||
"version": "0.8.26",
|
||||
"license": "MIT",
|
||||
"type": "module",
|
||||
"keywords": [
|
||||
@@ -65,7 +65,7 @@
|
||||
"lodash": "^4.17.21",
|
||||
"magic-bytes.js": "^1.10.0",
|
||||
"mongodb": "^6.7.0",
|
||||
"openai": "^4.72.0",
|
||||
"openai": "^4.73.1",
|
||||
"pathe": "^1.1.2",
|
||||
"rake-modified": "^1.0.8",
|
||||
"weaviate-client": "^3.2.3",
|
||||
@@ -86,7 +86,6 @@
|
||||
}
|
||||
},
|
||||
"devDependencies": {
|
||||
"@huggingface/transformers": "^3.0.2",
|
||||
"@swc/cli": "^0.5.0",
|
||||
"@swc/core": "^1.9.2",
|
||||
"@vercel/postgres": "^0.10.0",
|
||||
@@ -98,7 +97,7 @@
|
||||
"typescript": "^5.6.3"
|
||||
},
|
||||
"engines": {
|
||||
"node": ">=20.0.0"
|
||||
"node": ">=18.0.0"
|
||||
},
|
||||
"types": "./dist/type/index.d.ts",
|
||||
"main": "./dist/cjs/index.js",
|
||||
|
||||
@@ -41,7 +41,7 @@ export default function withLlamaIndex(config: any) {
|
||||
// eslint-disable-next-line @typescript-eslint/no-explicit-any
|
||||
config.webpack = function (webpackConfig: any, options: any) {
|
||||
if (userWebpack) {
|
||||
webpackConfig = userWebpack(webpackConfig);
|
||||
webpackConfig = userWebpack(webpackConfig, options);
|
||||
}
|
||||
webpackConfig.resolve.alias = {
|
||||
...webpackConfig.resolve.alias,
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/node-parser
|
||||
|
||||
## 0.0.18
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
|
||||
## 0.0.17
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/node-parser",
|
||||
"version": "0.0.17",
|
||||
"version": "0.0.18",
|
||||
"description": "Node parser for LlamaIndex",
|
||||
"type": "module",
|
||||
"exports": {
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/anthropic
|
||||
|
||||
## 0.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
|
||||
## 0.0.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/anthropic",
|
||||
"description": "Anthropic Adapter for LlamaIndex",
|
||||
"version": "0.0.25",
|
||||
"version": "0.0.26",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,5 +1,13 @@
|
||||
# @llamaindex/clip
|
||||
|
||||
## 0.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
- @llamaindex/openai@0.1.42
|
||||
|
||||
## 0.0.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/clip",
|
||||
"description": "Clip Embedding Adapter for LlamaIndex",
|
||||
"version": "0.0.25",
|
||||
"version": "0.0.26",
|
||||
"type": "module",
|
||||
"types": "dist/index.d.ts",
|
||||
"main": "dist/index.cjs",
|
||||
|
||||
@@ -1,5 +1,13 @@
|
||||
# @llamaindex/deepinfra
|
||||
|
||||
## 0.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
- @llamaindex/openai@0.1.42
|
||||
|
||||
## 0.0.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/deepinfra",
|
||||
"description": "Deepinfra Adapter for LlamaIndex",
|
||||
"version": "0.0.25",
|
||||
"version": "0.0.26",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/groq
|
||||
|
||||
## 0.0.41
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/openai@0.1.42
|
||||
|
||||
## 0.0.40
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/groq",
|
||||
"description": "Groq Adapter for LlamaIndex",
|
||||
"version": "0.0.40",
|
||||
"version": "0.0.41",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,5 +1,13 @@
|
||||
# @llamaindex/huggingface
|
||||
|
||||
## 0.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
- @llamaindex/openai@0.1.42
|
||||
|
||||
## 0.0.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/huggingface",
|
||||
"description": "Huggingface Adapter for LlamaIndex",
|
||||
"version": "0.0.25",
|
||||
"version": "0.0.26",
|
||||
"type": "module",
|
||||
"types": "dist/index.d.ts",
|
||||
"main": "dist/index.cjs",
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/ollama
|
||||
|
||||
## 0.0.33
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
|
||||
## 0.0.32
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/ollama",
|
||||
"description": "Ollama Adapter for LlamaIndex",
|
||||
"version": "0.0.32",
|
||||
"version": "0.0.33",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,5 +1,13 @@
|
||||
# @llamaindex/openai
|
||||
|
||||
## 0.1.42
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 3d1808b: chore: bump version
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
|
||||
## 0.1.41
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/openai",
|
||||
"description": "OpenAI Adapter for LlamaIndex",
|
||||
"version": "0.1.41",
|
||||
"version": "0.1.42",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
@@ -35,6 +35,6 @@
|
||||
"dependencies": {
|
||||
"@llamaindex/core": "workspace:*",
|
||||
"@llamaindex/env": "workspace:*",
|
||||
"openai": "^4.72.0"
|
||||
"openai": "^4.73.1"
|
||||
}
|
||||
}
|
||||
|
||||
@@ -75,6 +75,9 @@ export const GPT4_MODELS = {
|
||||
"gpt-4o-audio-preview-2024-10-01": {
|
||||
contextWindow: 128000,
|
||||
},
|
||||
"gpt-4o-2024-11-20": {
|
||||
contextWindow: 128000,
|
||||
},
|
||||
};
|
||||
|
||||
// NOTE we don't currently support gpt-3.5-turbo-instruct and don't plan to in the near future
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/portkey-ai
|
||||
|
||||
## 0.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
|
||||
## 0.0.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/portkey-ai",
|
||||
"description": "Portkey Adapter for LlamaIndex",
|
||||
"version": "0.0.25",
|
||||
"version": "0.0.26",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/replicate
|
||||
|
||||
## 0.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
|
||||
## 0.0.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/replicate",
|
||||
"description": "Replicate Adapter for LlamaIndex",
|
||||
"version": "0.0.25",
|
||||
"version": "0.0.26",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/vercel
|
||||
|
||||
## 0.0.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
|
||||
## 0.0.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/vercel",
|
||||
"description": "Vercel Adapter for LlamaIndex",
|
||||
"version": "0.0.3",
|
||||
"version": "0.0.4",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1 +1,2 @@
|
||||
export { VercelLLM } from "./llm";
|
||||
export { llamaindex } from "./tool";
|
||||
|
||||
@@ -0,0 +1,183 @@
|
||||
import { wrapEventCaller, wrapLLMEvent } from "@llamaindex/core/decorator";
|
||||
import {
|
||||
ToolCallLLM,
|
||||
type ChatMessage,
|
||||
type ChatResponse,
|
||||
type ChatResponseChunk,
|
||||
type LLMChatParamsNonStreaming,
|
||||
type LLMChatParamsStreaming,
|
||||
type LLMMetadata,
|
||||
type ToolCallLLMMessageOptions,
|
||||
} from "@llamaindex/core/llms";
|
||||
import { extractText } from "@llamaindex/core/utils";
|
||||
import {
|
||||
generateText,
|
||||
streamText,
|
||||
type CoreAssistantMessage,
|
||||
type CoreMessage,
|
||||
type CoreSystemMessage,
|
||||
type CoreToolMessage,
|
||||
type CoreUserMessage,
|
||||
type ImagePart,
|
||||
type LanguageModelV1,
|
||||
type TextPart,
|
||||
} from "ai";
|
||||
|
||||
export type VercelAdditionalChatOptions = ToolCallLLMMessageOptions;
|
||||
|
||||
export class VercelLLM extends ToolCallLLM<VercelAdditionalChatOptions> {
|
||||
supportToolCall: boolean = true;
|
||||
private model: LanguageModelV1;
|
||||
|
||||
constructor({ model }: { model: LanguageModelV1 }) {
|
||||
super();
|
||||
this.model = model;
|
||||
}
|
||||
|
||||
get metadata(): LLMMetadata {
|
||||
return {
|
||||
model: this.model.modelId,
|
||||
temperature: 1,
|
||||
topP: 1,
|
||||
contextWindow: 128000,
|
||||
tokenizer: undefined,
|
||||
};
|
||||
}
|
||||
|
||||
private toVercelMessages(
|
||||
messages: ChatMessage<ToolCallLLMMessageOptions>[],
|
||||
): CoreMessage[] {
|
||||
return messages.map((message) => {
|
||||
const options = message.options ?? {};
|
||||
|
||||
if ("toolResult" in options) {
|
||||
return {
|
||||
role: "tool",
|
||||
content: [
|
||||
{
|
||||
type: "tool-result",
|
||||
toolCallId: options.toolResult.id,
|
||||
toolName: "", // XXX: tool result doesn't name
|
||||
isError: options.toolResult.isError,
|
||||
result: options.toolResult.result,
|
||||
},
|
||||
],
|
||||
} satisfies CoreToolMessage;
|
||||
} else if ("toolCall" in options) {
|
||||
return {
|
||||
role: "assistant",
|
||||
content: options.toolCall.map((toolCall) => ({
|
||||
type: "tool-call",
|
||||
toolName: toolCall.name,
|
||||
toolCallId: toolCall.id,
|
||||
args: toolCall.input,
|
||||
})),
|
||||
} satisfies CoreAssistantMessage;
|
||||
}
|
||||
|
||||
if (message.role === "system" || message.role === "assistant") {
|
||||
return {
|
||||
role: message.role,
|
||||
content: extractText(message.content),
|
||||
} satisfies CoreSystemMessage | CoreAssistantMessage;
|
||||
}
|
||||
|
||||
if (message.role === "user") {
|
||||
return {
|
||||
role: message.role,
|
||||
content:
|
||||
typeof message.content === "string"
|
||||
? message.content
|
||||
: message.content.map((contentDetail) => {
|
||||
if (contentDetail.type === "image_url") {
|
||||
return {
|
||||
type: "image",
|
||||
image: new URL(contentDetail.image_url.url),
|
||||
} satisfies ImagePart;
|
||||
}
|
||||
return {
|
||||
type: "text",
|
||||
text: contentDetail.text,
|
||||
} satisfies TextPart;
|
||||
}),
|
||||
} satisfies CoreUserMessage;
|
||||
}
|
||||
|
||||
throw new Error(`Can not convert message ${JSON.stringify(message)}`);
|
||||
});
|
||||
}
|
||||
|
||||
chat(
|
||||
params: LLMChatParamsStreaming<
|
||||
VercelAdditionalChatOptions,
|
||||
ToolCallLLMMessageOptions
|
||||
>,
|
||||
): Promise<AsyncIterable<ChatResponseChunk<ToolCallLLMMessageOptions>>>;
|
||||
chat(
|
||||
params: LLMChatParamsNonStreaming<
|
||||
VercelAdditionalChatOptions,
|
||||
ToolCallLLMMessageOptions
|
||||
>,
|
||||
): Promise<ChatResponse<ToolCallLLMMessageOptions>>;
|
||||
@wrapEventCaller
|
||||
@wrapLLMEvent
|
||||
async chat(
|
||||
params:
|
||||
| LLMChatParamsNonStreaming<
|
||||
VercelAdditionalChatOptions,
|
||||
ToolCallLLMMessageOptions
|
||||
>
|
||||
| LLMChatParamsStreaming<
|
||||
VercelAdditionalChatOptions,
|
||||
ToolCallLLMMessageOptions
|
||||
>,
|
||||
): Promise<
|
||||
| ChatResponse<ToolCallLLMMessageOptions>
|
||||
| AsyncIterable<ChatResponseChunk<ToolCallLLMMessageOptions>>
|
||||
> {
|
||||
const { messages, stream } = params;
|
||||
|
||||
// Streaming
|
||||
if (stream) {
|
||||
const result = streamText({
|
||||
model: this.model,
|
||||
messages: this.toVercelMessages(messages),
|
||||
});
|
||||
return result.fullStream.pipeThrough(
|
||||
new TransformStream({
|
||||
async transform(message, controller): Promise<void> {
|
||||
switch (message.type) {
|
||||
case "text-delta":
|
||||
controller.enqueue({ raw: message, delta: message.textDelta });
|
||||
}
|
||||
},
|
||||
}),
|
||||
);
|
||||
}
|
||||
|
||||
// Non-streaming
|
||||
const result = await generateText({
|
||||
model: this.model,
|
||||
messages: this.toVercelMessages(messages),
|
||||
});
|
||||
|
||||
return {
|
||||
raw: result,
|
||||
message: {
|
||||
content: result.text,
|
||||
role: "assistant",
|
||||
options: result.toolCalls?.length
|
||||
? {
|
||||
toolCall: result.toolCalls.map(
|
||||
({ toolCallId, toolName, args }) => ({
|
||||
id: toolCallId,
|
||||
name: toolName,
|
||||
input: args,
|
||||
}),
|
||||
),
|
||||
}
|
||||
: {},
|
||||
},
|
||||
};
|
||||
}
|
||||
}
|
||||
@@ -1,29 +1,36 @@
|
||||
import { Settings } from "@llamaindex/core/global";
|
||||
import type { BaseQueryEngine } from "@llamaindex/core/query-engine";
|
||||
import { type CoreTool, tool } from "ai";
|
||||
import { type CoreTool, type LanguageModelV1, tool } from "ai";
|
||||
import { z } from "zod";
|
||||
import { VercelLLM } from "./llm";
|
||||
|
||||
interface DatasourceIndex {
|
||||
asQueryEngine: () => BaseQueryEngine;
|
||||
}
|
||||
|
||||
export function llamaindex({
|
||||
model,
|
||||
index,
|
||||
description,
|
||||
}: {
|
||||
model: LanguageModelV1;
|
||||
index: DatasourceIndex;
|
||||
description?: string;
|
||||
}): CoreTool {
|
||||
const queryEngine = index.asQueryEngine();
|
||||
return tool({
|
||||
description: description ?? "Get information about your documents.",
|
||||
parameters: z.object({
|
||||
query: z
|
||||
.string()
|
||||
.describe("The query to get information about your documents."),
|
||||
}),
|
||||
execute: async ({ query }) => {
|
||||
const result = await queryEngine?.query({ query });
|
||||
return result?.message.content ?? "No result found in documents.";
|
||||
},
|
||||
const llm = new VercelLLM({ model });
|
||||
return Settings.withLLM<CoreTool>(llm, () => {
|
||||
const queryEngine = index.asQueryEngine();
|
||||
return tool({
|
||||
description: description ?? "Get information about your documents.",
|
||||
parameters: z.object({
|
||||
query: z
|
||||
.string()
|
||||
.describe("The query to get information about your documents."),
|
||||
}),
|
||||
execute: async ({ query }) => {
|
||||
const result = await queryEngine?.query({ query });
|
||||
return result?.message.content ?? "No result found in documents.";
|
||||
},
|
||||
});
|
||||
});
|
||||
}
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/vllm
|
||||
|
||||
## 0.0.12
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/openai@0.1.42
|
||||
|
||||
## 0.0.11
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/vllm",
|
||||
"description": "vLLM Adapter for LlamaIndex",
|
||||
"version": "0.0.11",
|
||||
"version": "0.0.12",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# @llamaindex/readers
|
||||
|
||||
## 1.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
|
||||
## 1.0.18
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/readers",
|
||||
"description": "LlamaIndex Readers",
|
||||
"version": "1.0.18",
|
||||
"version": "1.0.19",
|
||||
"type": "module",
|
||||
"exports": {
|
||||
"./node/hook": "./node/dist/hook.js",
|
||||
|
||||
@@ -54,7 +54,11 @@
|
||||
"build": "bunchee"
|
||||
},
|
||||
"devDependencies": {
|
||||
"@llamaindex/env": "workspace:*",
|
||||
"@types/node": "^22.9.0",
|
||||
"bunchee": "5.6.1"
|
||||
},
|
||||
"peerDependencies": {
|
||||
"@llamaindex/env": "workspace:*"
|
||||
}
|
||||
}
|
||||
|
||||
@@ -1,3 +1,4 @@
|
||||
import { CustomEvent, randomUUID } from "@llamaindex/env";
|
||||
import {
|
||||
type AnyWorkflowEventConstructor,
|
||||
StartEvent,
|
||||
@@ -231,7 +232,7 @@ export class WorkflowContext<Start = string, Stop = string, Data = unknown>
|
||||
#requireEvent = async <T extends AnyWorkflowEventConstructor>(
|
||||
event: T,
|
||||
): Promise<InstanceType<T>> => {
|
||||
const requestId = crypto.randomUUID();
|
||||
const requestId = randomUUID();
|
||||
this.#queue.push({
|
||||
type: "requestEvent",
|
||||
id: requestId,
|
||||
|
||||
@@ -7,6 +7,7 @@
|
||||
"emitDeclarationOnly": true,
|
||||
"module": "ESNext",
|
||||
"moduleResolution": "bundler",
|
||||
"skipLibCheck": true,
|
||||
"types": ["node"],
|
||||
"resolveJsonModule": true
|
||||
},
|
||||
|
||||
Generated
+63
-99
@@ -128,7 +128,7 @@ importers:
|
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'@leichtgewicht/ip-codec@2.0.5': {}
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'@llamaindex/chat-ui@0.0.9(@types/react-dom@18.3.1)(@types/react@18.3.12)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
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'@radix-ui/react-collapsible': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.12)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
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'@radix-ui/react-icons': 1.3.2(react@18.3.1)
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@@ -16827,7 +16813,7 @@ snapshots:
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'@llamaindex/pdf-viewer@1.2.0(@types/react@18.3.12)(encoding@0.1.13)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
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'@llamaindex/pdf-viewer@1.2.0(@types/react@18.3.12)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
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dependencies:
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'@wojtekmaj/react-hooks': 1.17.2(react@18.3.1)
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react-intersection-observer: 9.5.1(react@18.3.1)
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react-pdf: 9.1.1(@types/react@18.3.12)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
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optionalDependencies:
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@@ -18905,7 +18891,7 @@ snapshots:
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'@upstash/vector@1.1.7': {}
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'@vercel/functions@1.5.0(@aws-sdk/credential-provider-web-identity@3.693.0(@aws-sdk/client-sts@3.693.0))':
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acorn-typescript@1.4.13(acorn@8.14.0):
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acorn-walk@8.3.4:
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indent-string: 4.0.0
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|
||||
'@ai-sdk/vue': 0.0.59(vue@3.5.12(typescript@5.6.3))(zod@3.23.8)
|
||||
'@opentelemetry/api': 1.9.0
|
||||
@@ -19199,10 +19181,9 @@ snapshots:
|
||||
secure-json-parse: 2.7.0
|
||||
zod-to-json-schema: 3.23.5(zod@3.23.8)
|
||||
optionalDependencies:
|
||||
openai: 4.72.0(encoding@0.1.13)(zod@3.23.8)
|
||||
openai: 4.73.1(encoding@0.1.13)(zod@3.23.8)
|
||||
react: 18.3.1
|
||||
sswr: 2.1.0(svelte@5.2.3)
|
||||
svelte: 5.2.3
|
||||
sswr: 2.1.0
|
||||
zod: 3.23.8
|
||||
transitivePeerDependencies:
|
||||
- solid-js
|
||||
@@ -19904,14 +19885,14 @@ snapshots:
|
||||
optionalDependencies:
|
||||
onnxruntime-node: 1.14.0
|
||||
|
||||
chromadb@1.9.2(@google/generative-ai@0.21.0)(cohere-ai@7.14.0(@aws-sdk/client-sso-oidc@3.693.0(@aws-sdk/client-sts@3.693.0))(encoding@0.1.13))(encoding@0.1.13)(openai@4.72.0(encoding@0.1.13)(zod@3.23.8)):
|
||||
chromadb@1.9.2(@google/generative-ai@0.21.0)(cohere-ai@7.14.0(@aws-sdk/client-sso-oidc@3.693.0(@aws-sdk/client-sts@3.693.0))(encoding@0.1.13))(encoding@0.1.13)(openai@4.73.1(encoding@0.1.13)(zod@3.23.8)):
|
||||
dependencies:
|
||||
cliui: 8.0.1
|
||||
isomorphic-fetch: 3.0.0(encoding@0.1.13)
|
||||
optionalDependencies:
|
||||
'@google/generative-ai': 0.21.0
|
||||
cohere-ai: 7.14.0(@aws-sdk/client-sso-oidc@3.693.0(@aws-sdk/client-sts@3.693.0))(encoding@0.1.13)
|
||||
openai: 4.72.0(encoding@0.1.13)(zod@3.23.8)
|
||||
openai: 4.73.1(encoding@0.1.13)(zod@3.23.8)
|
||||
transitivePeerDependencies:
|
||||
- encoding
|
||||
|
||||
@@ -20974,7 +20955,7 @@ snapshots:
|
||||
debug: 4.3.7
|
||||
enhanced-resolve: 5.17.1
|
||||
eslint: 9.15.0(jiti@2.4.0)
|
||||
eslint-module-utils: 2.12.0(@typescript-eslint/parser@8.15.0(eslint@9.15.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3)(eslint@9.15.0(jiti@2.4.0))
|
||||
eslint-module-utils: 2.12.0(@typescript-eslint/parser@8.15.0(eslint@9.15.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@8.15.0(eslint@9.15.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.15.0(jiti@2.4.0)))(eslint@9.15.0(jiti@2.4.0))
|
||||
fast-glob: 3.3.2
|
||||
get-tsconfig: 4.8.1
|
||||
is-bun-module: 1.2.1
|
||||
@@ -20987,7 +20968,7 @@ snapshots:
|
||||
- eslint-import-resolver-webpack
|
||||
- supports-color
|
||||
|
||||
eslint-module-utils@2.12.0(@typescript-eslint/parser@8.15.0(eslint@9.15.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3)(eslint@9.15.0(jiti@2.4.0)):
|
||||
eslint-module-utils@2.12.0(@typescript-eslint/parser@8.15.0(eslint@9.15.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@8.15.0(eslint@9.15.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.15.0(jiti@2.4.0)))(eslint@9.15.0(jiti@2.4.0)):
|
||||
dependencies:
|
||||
debug: 3.2.7
|
||||
optionalDependencies:
|
||||
@@ -21009,7 +20990,7 @@ snapshots:
|
||||
doctrine: 2.1.0
|
||||
eslint: 9.15.0(jiti@2.4.0)
|
||||
eslint-import-resolver-node: 0.3.9
|
||||
eslint-module-utils: 2.12.0(@typescript-eslint/parser@8.15.0(eslint@9.15.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3)(eslint@9.15.0(jiti@2.4.0))
|
||||
eslint-module-utils: 2.12.0(@typescript-eslint/parser@8.15.0(eslint@9.15.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@8.15.0(eslint@9.15.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.15.0(jiti@2.4.0)))(eslint@9.15.0(jiti@2.4.0))
|
||||
hasown: 2.0.2
|
||||
is-core-module: 2.15.1
|
||||
is-glob: 4.0.3
|
||||
@@ -21148,11 +21129,6 @@ snapshots:
|
||||
dependencies:
|
||||
estraverse: 5.3.0
|
||||
|
||||
esrap@1.2.2:
|
||||
dependencies:
|
||||
'@jridgewell/sourcemap-codec': 1.5.0
|
||||
'@types/estree': 1.0.6
|
||||
|
||||
esrecurse@4.3.0:
|
||||
dependencies:
|
||||
estraverse: 5.3.0
|
||||
@@ -22683,10 +22659,6 @@ snapshots:
|
||||
dependencies:
|
||||
'@types/estree': 1.0.6
|
||||
|
||||
is-reference@3.0.3:
|
||||
dependencies:
|
||||
'@types/estree': 1.0.6
|
||||
|
||||
is-regex@1.1.4:
|
||||
dependencies:
|
||||
call-bind: 1.0.7
|
||||
@@ -23050,8 +23022,6 @@ snapshots:
|
||||
|
||||
loader-utils@3.3.1: {}
|
||||
|
||||
locate-character@3.0.0: {}
|
||||
|
||||
locate-path@3.0.0:
|
||||
dependencies:
|
||||
p-locate: 3.0.0
|
||||
@@ -24710,6 +24680,20 @@ snapshots:
|
||||
transitivePeerDependencies:
|
||||
- encoding
|
||||
|
||||
openai@4.73.1(encoding@0.1.13)(zod@3.23.8):
|
||||
dependencies:
|
||||
'@types/node': 18.19.64
|
||||
'@types/node-fetch': 2.6.12
|
||||
abort-controller: 3.0.0
|
||||
agentkeepalive: 4.5.0
|
||||
form-data-encoder: 1.7.2
|
||||
formdata-node: 4.4.1
|
||||
node-fetch: 2.7.0(encoding@0.1.13)
|
||||
optionalDependencies:
|
||||
zod: 3.23.8
|
||||
transitivePeerDependencies:
|
||||
- encoding
|
||||
|
||||
openapi-sampler@1.5.1:
|
||||
dependencies:
|
||||
'@types/json-schema': 7.0.15
|
||||
@@ -24951,7 +24935,7 @@ snapshots:
|
||||
|
||||
pathval@2.0.0: {}
|
||||
|
||||
pdfjs-dist@4.4.168(encoding@0.1.13):
|
||||
pdfjs-dist@4.4.168:
|
||||
optionalDependencies:
|
||||
canvas: 2.11.2(encoding@0.1.13)
|
||||
path2d: 0.2.2
|
||||
@@ -25731,14 +25715,14 @@ snapshots:
|
||||
prop-types: 15.8.1
|
||||
react: 18.3.1
|
||||
|
||||
react-pdf@9.1.1(@types/react@18.3.12)(encoding@0.1.13)(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
|
||||
react-pdf@9.1.1(@types/react@18.3.12)(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
|
||||
dependencies:
|
||||
clsx: 2.1.1
|
||||
dequal: 2.0.3
|
||||
make-cancellable-promise: 1.3.2
|
||||
make-event-props: 1.6.2
|
||||
merge-refs: 1.3.0(@types/react@18.3.12)
|
||||
pdfjs-dist: 4.4.168(encoding@0.1.13)
|
||||
pdfjs-dist: 4.4.168
|
||||
react: 18.3.1
|
||||
react-dom: 18.3.1(react@18.3.1)
|
||||
tiny-invariant: 1.3.3
|
||||
@@ -26601,14 +26585,13 @@ snapshots:
|
||||
interpret: 1.4.0
|
||||
rechoir: 0.6.2
|
||||
|
||||
shiki-magic-move@0.5.0(react@18.3.1)(shiki@1.23.1)(svelte@5.2.3)(vue@3.5.12(typescript@5.6.3)):
|
||||
shiki-magic-move@0.5.0(react@18.3.1)(shiki@1.23.1)(vue@3.5.12(typescript@5.6.3)):
|
||||
dependencies:
|
||||
diff-match-patch-es: 0.1.1
|
||||
ohash: 1.1.4
|
||||
optionalDependencies:
|
||||
react: 18.3.1
|
||||
shiki: 1.23.1
|
||||
svelte: 5.2.3
|
||||
vue: 3.5.12(typescript@5.6.3)
|
||||
|
||||
shiki@1.23.1:
|
||||
@@ -26766,9 +26749,8 @@ snapshots:
|
||||
|
||||
srcset@4.0.0: {}
|
||||
|
||||
sswr@2.1.0(svelte@5.2.3):
|
||||
sswr@2.1.0:
|
||||
dependencies:
|
||||
svelte: 5.2.3
|
||||
swrev: 4.0.0
|
||||
|
||||
stack-trace@0.0.10: {}
|
||||
@@ -26998,22 +26980,6 @@ snapshots:
|
||||
|
||||
supports-preserve-symlinks-flag@1.0.0: {}
|
||||
|
||||
svelte@5.2.3:
|
||||
dependencies:
|
||||
'@ampproject/remapping': 2.3.0
|
||||
'@jridgewell/sourcemap-codec': 1.5.0
|
||||
'@types/estree': 1.0.6
|
||||
acorn: 8.14.0
|
||||
acorn-typescript: 1.4.13(acorn@8.14.0)
|
||||
aria-query: 5.3.2
|
||||
axobject-query: 4.1.0
|
||||
esm-env: 1.1.4
|
||||
esrap: 1.2.2
|
||||
is-reference: 3.0.3
|
||||
locate-character: 3.0.0
|
||||
magic-string: 0.30.12
|
||||
zimmerframe: 1.1.2
|
||||
|
||||
svg-parser@2.0.4: {}
|
||||
|
||||
svgo@3.3.2:
|
||||
@@ -28349,8 +28315,6 @@ snapshots:
|
||||
mustache: 4.2.0
|
||||
stacktracey: 2.1.8
|
||||
|
||||
zimmerframe@1.1.2: {}
|
||||
|
||||
zod-to-json-schema@3.23.5(zod@3.23.8):
|
||||
dependencies:
|
||||
zod: 3.23.8
|
||||
|
||||
@@ -1,5 +1,17 @@
|
||||
# @llamaindex/unit-test
|
||||
|
||||
## 0.0.36
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
- llamaindex@0.8.26
|
||||
- @llamaindex/openai@0.1.42
|
||||
- @llamaindex/cloud@2.0.17
|
||||
- @llamaindex/node-parser@0.0.18
|
||||
- @llamaindex/readers@1.0.19
|
||||
|
||||
## 0.0.35
|
||||
|
||||
### Patch Changes
|
||||
|
||||
+1
-1
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/unit-test",
|
||||
"private": true,
|
||||
"version": "0.0.35",
|
||||
"version": "0.0.36",
|
||||
"type": "module",
|
||||
"scripts": {
|
||||
"test": "vitest run"
|
||||
|
||||
Reference in New Issue
Block a user