From 8c35ce5f536436898c8c074e079147b3d1f3247c Mon Sep 17 00:00:00 2001 From: Deryk DeGuzman Date: Tue, 2 Apr 2024 12:51:22 -0700 Subject: [PATCH 1/3] feat: Finalize initial version with updated data types and documentation. --- .gitignore | 3 +- .npmignore | 1 + LICENSE | 201 +++++ README.md | 61 ++ images/projectLogo.png | Bin 0 -> 825874 bytes package-lock.json | 1615 ++++++++++++++++++---------------------- src/client.ts | 172 +++++ src/index.ts | 197 +---- src/types.ts | 76 +- 9 files changed, 1243 insertions(+), 1083 deletions(-) create mode 100644 LICENSE create mode 100644 README.md create mode 100644 images/projectLogo.png create mode 100644 src/client.ts diff --git a/.gitignore b/.gitignore index aa8587a..caf3623 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,4 @@ /node_modules /lib -.DS_Store -tsconfig.tsbuildinfo \ No newline at end of file +.DS_Store \ No newline at end of file diff --git a/.npmignore b/.npmignore index e737252..5d93831 100644 --- a/.npmignore +++ b/.npmignore @@ -1,5 +1,6 @@ src/ node_modules/ +images/ .DS_Store build.js diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..261eeb9 --- /dev/null +++ b/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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+ Welcome to Stream-Query-Client +

+ +# Stream-Query-Client + +Stream-Query-Client is the easiest way to use Vectara's streaming query API. Simply provide a query configuration and a callback to instantly receive stream updates. + +> [!TIP] +> +> Looking for something else? Try another open-source project: +> +> - **[React-Search](https://github.com/vectara/react-search)**: Add Vectara semantic search to your React apps with a few lines of code. +> - **[React-Chatbot](https://github.com/vectara/react-chatbot)**: Add a compact Vectara-powered chatbot widget chat to your React apps. +> - **[Create-UI](https://github.com/vectara/create-ui)**: The fastest way to generate a working React codebase for a range of generative and semantic search UIs. +> - **[Vectara Answer](https://github.com/vectara/vectara-answer)**: Demo app for Summarized Semantic Search with advanced configuration options. +> - **[Vectara Ingest](https://github.com/vectara/vectara-ingest)**: Sample templates and crawlers for pulling data from many popular data sources. + +## How it works + +When executed, `streamQuery` sends a request to Vectara's streaming query API. As the endpoint returns data chunks to the browser, the supplied `onStreamUpdate` is executed with relevant data from the most recent chunk. You can then use this latest data in your application however you wish. + +## Use it in your application + +### Install Stream-Query-Client + +```shell +npm install --save @vectara/stream-query-client +``` + +Then use it in your application like this: + +```js +import { + streamQuery, + StreamUpdate, + StreamQueryConfig, +} from "@vectara/stream-query-client"; + +/* snip */ + +const sendQuery = async () => { + const configurationOptions: StreamQueryConfig = { + // configuration properties + }; + + const onStreamUpdate = (update: StreamUpdate) => { + // perform operations on returned data, e.g. update state + }; + + streamQuery(configurationOptions, onStreamUpdate); +}; +``` + +For more information on configuration options and callback types, see [the type definitions](src/types.ts) and our [Query API documentation](https://docs.vectara.com/docs/api-reference/search-apis/search). + +## License + +Create-UI is an open-sourced software licensed under the [Apache 2.0 license](/LICENSE). + +_This repository contains sample code that can help you build UIs powered by Vectara, and is licensed under the Apache 2.0 License. Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 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true, - "requires": { - "lru-cache": "^6.0.0" - } - }, - "yallist": { - "version": "4.0.0", - "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz", - "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==", - "dev": true - } } }, "type-check": { @@ -9545,10 +9393,11 @@ "dev": true }, "type-fest": { - "version": "0.21.3", - "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.21.3.tgz", - "integrity": "sha512-t0rzBq87m3fVcduHDUFhKmyyX+9eo6WQjZvf51Ea/M0Q7+T374Jp1aUiyUl0GKxp8M/OETVHSDvmkyPgvX+X2w==", - "dev": true + "version": "0.20.2", + "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.20.2.tgz", + "integrity": "sha512-Ne+eE4r0/iWnpAxD852z3A+N0Bt5RN//NjJwRd2VFHEmrywxf5vsZlh4R6lixl6B+wz/8d+maTSAkN1FIkI3LQ==", + "dev": true, + "peer": true }, "typescript": { "version": "5.4.3", diff --git a/src/client.ts b/src/client.ts new file mode 100644 index 0000000..58868fd --- /dev/null +++ b/src/client.ts @@ -0,0 +1,172 @@ +import { + Chat, + ParsedResult, + StreamQueryConfig, + StreamUpdate, + StreamUpdateHandler, +} from "./types"; +import { deserializeSearchResponse } from "./deserializeSearchResponse"; +import { SNIPPET_START_TAG, SNIPPET_END_TAG } from "./constants"; + +const DEFAULT_ENDPOINT = "api.vectara.io"; + +export const streamQuery = async ( + config: StreamQueryConfig, + onStreamUpdate: StreamUpdateHandler +) => { + const requestHeaders = { + "x-api-key": config.apiKey, + "customer-id": config.customerId, + "Content-Type": "application/json", + }; + + const lambda = + typeof config.queryValue === "undefined" || + config.queryValue.trim().split(" ").length > config.hybridNumWords + ? config.hybridLambdaLong + : config.hybridLambdaShort; + const corpusKeyList = config.corpusIds.map((id) => { + return { + customerId: config.customerId, + corpusId: id, + lexicalInterpolationConfig: { + lambda: lambda, + }, + metadataFilter: config.filter + ? `doc.source = '${config.filter}'` + : undefined, + }; + }); + + const requestBody = JSON.stringify({ + query: [ + { + query: config.queryValue, + start: 0, + numResults: config.rerank ? config.rerankNumResults : 10, + corpusKey: corpusKeyList, + contextConfig: { + sentencesBefore: config.summaryNumSentences ?? 2, + sentencesAfter: config.summaryNumSentences ?? 2, + startTag: SNIPPET_START_TAG, + endTag: SNIPPET_END_TAG, + }, + summary: [ + { + responseLang: config.language, + maxSummarizedResults: config.summaryNumResults, + summarizerPromptName: config.summaryPromptName, + chat: { + store: config.chat?.store ?? false, + conversationId: config.chat?.conversationId, + }, + }, + ], + ...(config.rerank + ? { + rerankingConfig: { + rerankerId: config.rerankerId, + ...(config.rerankerId === 272725718 + ? { + mmrConfig: { + diversityBias: config.rerankDiversityBias, + }, + } + : {}), + }, + } + : {}), + }, + ], + }); + + const stream = await generateStream( + requestHeaders, + requestBody, + config.endpoint ?? DEFAULT_ENDPOINT + ); + + let previousAnswerText = ""; + + for await (const chunk of stream) { + try { + const parts = chunk.split("\n"); + + parts + .filter((part) => part !== "") + .forEach((part) => { + const dataObj = JSON.parse(part); + + if (!dataObj.result) return; + + const chatData = getChat(dataObj.result); + + const streamUpdate: StreamUpdate = { + references: + deserializeSearchResponse(dataObj.result.responseSet) ?? null, + detail: chatData + ? { + type: "chat", + data: chatData, + } + : null, + updatedText: getUpdatedText(dataObj.result, previousAnswerText), + isDone: dataObj.result.summary?.done ?? false, + }; + + previousAnswerText = streamUpdate.updatedText ?? ""; + + onStreamUpdate(streamUpdate); + }); + } catch (error) {} + } +}; + +const getChat = (parsedResult: ParsedResult): Chat | null => { + if (!parsedResult.summary) return null; + + return { + conversationId: parsedResult.summary.chat.conversationId, + turnId: parsedResult.summary.chat.turnId, + }; +}; + +const getUpdatedText = ( + parsedResult: ParsedResult, + previousText: string +): string | null => { + if (!parsedResult.summary) return null; + + return `${previousText}${parsedResult.summary.text}`; +}; + +const generateStream = async ( + requestHeaders: Record, + requestBody: string, + endpoint: string +): Promise> => { + const response = await fetch(`https://${endpoint}/v1/stream-query`, { + method: "POST", + headers: requestHeaders, + body: requestBody, + }); + if (response.status !== 200) throw new Error(response.status.toString()); + if (!response.body) throw new Error("Response body does not exist"); + return getIterableStream(response.body); +}; + +async function* getIterableStream( + body: ReadableStream +): AsyncIterable { + const reader = body.getReader(); + const decoder = new TextDecoder(); + + while (true) { + const { value, done } = await reader.read(); + if (done) { + break; + } + const decodedChunk = decoder.decode(value, { stream: true }); + yield decodedChunk; + } +} diff --git a/src/index.ts b/src/index.ts index 4dc68ae..d2ec230 100644 --- a/src/index.ts +++ b/src/index.ts @@ -1,195 +1,2 @@ -import { - Chat, - ParsedResult, - StreamUpdate, - StreamUpdateHandler, - SummaryLanguage, -} from "./types"; -import { deserializeSearchResponse } from "./deserializeSearchResponse"; -import { SNIPPET_START_TAG, SNIPPET_END_TAG } from "./constants"; - -export type StreamQueryConfig = { - filter: string; - queryValue?: string; - language?: SummaryLanguage; - summaryMode?: boolean; - rerank?: boolean; - rerankNumResults?: number; - rerankerId?: number; - rerankDiversityBias?: number; - hybridNumWords: number; - hybridLambdaShort?: number; - hybridLambdaLong?: number; - summaryNumResults?: number; - summaryNumSentences?: number; - summaryPromptName?: string; - customerId: string; - corpusIds: Array; - endpoint?: string; - apiKey: string; - chat?: { - store: boolean; - conversationId?: string; - }; -}; -const DEFAULT_ENDPOINT = "api.vectara.io"; - -export const streamQuery = async ( - config: StreamQueryConfig, - onStreamUpdate: StreamUpdateHandler -) => { - // construct headers - const requestHeaders = { - "x-api-key": config.apiKey, - "customer-id": config.customerId, - "Content-Type": "application/json", - }; - - // construct request body - const lambda = - typeof config.queryValue === "undefined" || - config.queryValue.trim().split(" ").length > config.hybridNumWords - ? config.hybridLambdaLong - : config.hybridLambdaShort; - const corpusKeyList = config.corpusIds.map((id) => { - return { - customerId: config.customerId, - corpusId: id, - lexicalInterpolationConfig: { - lambda: lambda, - }, - metadataFilter: config.filter - ? `doc.source = '${config.filter}'` - : undefined, - }; - }); - - const requestBody = JSON.stringify({ - query: [ - { - query: config.queryValue, - start: 0, - numResults: config.rerank ? config.rerankNumResults : 10, - corpusKey: corpusKeyList, - contextConfig: { - sentencesBefore: config.summaryMode ? config.summaryNumSentences : 2, - sentencesAfter: config.summaryMode ? config.summaryNumSentences : 2, - startTag: SNIPPET_START_TAG, - endTag: SNIPPET_END_TAG, - }, - ...(config.summaryMode - ? { - summary: [ - { - responseLang: config.language, - maxSummarizedResults: config.summaryNumResults, - summarizerPromptName: config.summaryPromptName, - chat: { - store: config.chat?.store ?? false, - conversationId: config.chat?.conversationId, - }, - }, - ], - } - : {}), - ...(config.rerank - ? { - rerankingConfig: { - rerankerId: config.rerankerId, - ...(config.rerankerId === 272725718 - ? { - mmrConfig: { - diversityBias: config.rerankDiversityBias, - }, - } - : {}), - }, - } - : {}), - }, - ], - }); - - const stream = await generateStream( - requestHeaders, - requestBody, - config.endpoint ?? DEFAULT_ENDPOINT - ); - - let previousAnswerText = ""; - - for await (const chunk of stream) { - try { - const parts = chunk.split("\n"); - - parts - .filter((part) => part !== "") - .forEach((part) => { - const dataObj = JSON.parse(part); - - if (!dataObj.result) return; - - const streamUpdate: StreamUpdate = { - references: - deserializeSearchResponse(dataObj.result.responseSet) ?? null, - chat: getChat(dataObj.result), - updatedText: getUpdatedText(dataObj.result, previousAnswerText), - done: dataObj.result.summary?.done ?? false, - }; - - previousAnswerText = streamUpdate.updatedText ?? ""; - - onStreamUpdate(streamUpdate); - }); - } catch (error) {} - } -}; - -const getChat = (parsedResult: ParsedResult): Chat | null => { - if (!parsedResult.summary) return null; - - return { - conversationId: parsedResult.summary.chat.conversationId, - turnId: parsedResult.summary.chat.turnId, - }; -}; - -const getUpdatedText = ( - parsedResult: ParsedResult, - previousText: string -): string | null => { - if (!parsedResult.summary) return null; - - return `${previousText}${parsedResult.summary.text}`; -}; - -export const generateStream = async ( - requestHeaders: Record, - requestBody: string, - endpoint: string -): Promise> => { - const response = await fetch(`https://${endpoint}/v1/stream-query`, { - method: "POST", - headers: requestHeaders, - body: requestBody, - }); - if (response.status !== 200) throw new Error(response.status.toString()); - if (!response.body) throw new Error("Response body does not exist"); - return getIterableStream(response.body); -}; - -export async function* getIterableStream( - body: ReadableStream -): AsyncIterable { - const reader = body.getReader(); - const decoder = new TextDecoder(); - - while (true) { - const { value, done } = await reader.read(); - if (done) { - break; - } - const decodedChunk = decoder.decode(value, { stream: true }); - yield decodedChunk; - } -} +export * from "./client"; +export * from "./types"; diff --git a/src/types.ts b/src/types.ts index 7869fbb..c498670 100644 --- a/src/types.ts +++ b/src/types.ts @@ -38,15 +38,85 @@ export type ParsedResult = { }; }; -export type StreamUpdateHandler = (update: StreamUpdate) => void; +export type StreamQueryConfig = { + filter?: string; + + // The query to send to the API. + // This is the user input. + queryValue?: string; + + // The language the summary should be in. + language?: SummaryLanguage; + + rerank?: boolean; + rerankNumResults?: number; + rerankerId?: number; + rerankDiversityBias?: number; + + hybridNumWords: number; + hybridLambdaShort?: number; + hybridLambdaLong?: number; + + // The number of search results to include in creating the summary + summaryNumResults?: number; + + // For summary references, this is the number of sentences to include before/after + // relevant reference snippets. + summaryNumSentences?: number; + + // The preferred prompt to use, if applicable + summaryPromptName?: string; + + // The customer ID of the Vectara corpora owner + customerId: string; + + // IDs of Vectara corpora to include in the query + corpusIds: Array; + + // The Vectara query API key for provided corpus IDs + apiKey: string; + + // An optional endpoint to send the query to. + // Used if proxying the Vectara API URL behind a custom server. + endpoint?: string; + + // Chat configuration. + chat?: ChatConfig; +}; + +type ChatConfig = { + // true, if this query is a chat query + store: boolean; + + // A string representing an existing chat conversation. + // Provide this to maintain the context of a previous conversation. + conversationId?: string; +}; export type StreamUpdate = { + // A list of references that apply to the query response. references: Array | null; - chat: Chat | null; + + // A concatenation of all text chunks the streaming API has returned so far. + // Use this when updating your UI text display. updatedText: string | null; - done: boolean; + + // true, if streaming has completed. + isDone: boolean; + + // Any additional that apply the query response. + detail: StreamUpdateDetail; }; +type StreamUpdateDetail = { + // The category of the accompanying data, specified for easy parsing. + // This will be expanded upon as more types of details are available. + type: "chat"; + data: Chat; +} | null; + +export type StreamUpdateHandler = (update: StreamUpdate) => void; + export type SearchResponse = { document: Array; response: Array; From 7bd49a0424ce558e588cdd1340dd4e753afdb078 Mon Sep 17 00:00:00 2001 From: Deryk DeGuzman Date: Tue, 2 Apr 2024 13:24:15 -0700 Subject: [PATCH 2/3] Update docs link in README --- README.md | 2 +- build.js | 2 +- package.json | 1 + 3 files changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index f6faf5b..cf422d6 100644 --- a/README.md +++ b/README.md @@ -52,7 +52,7 @@ const sendQuery = async () => { }; ``` -For more information on configuration options and callback types, see [the type definitions](src/types.ts) and our [Query API documentation](https://docs.vectara.com/docs/api-reference/search-apis/search). +For more information on configuration options and callback types, see [the type definitions](src/types.ts) and our [Query API documentation](https://docs.vectara.com/docs/api-reference/search-apis/stream-query). ## License diff --git a/build.js b/build.js index b45726a..41ef310 100644 --- a/build.js +++ b/build.js @@ -15,5 +15,5 @@ build({ target: ["esnext", "node12.22.0"], outdir: "./lib", outbase: "./src", - format: "esm", + format: "cjs", }); diff --git a/package.json b/package.json index c730ef8..f6c6861 100644 --- a/package.json +++ b/package.json @@ -3,6 +3,7 @@ "version": "0.0.1", "description": "A utility to conveniently send and receive data to/from Vectara's streaming query API.", "main": "lib/index.js", + "types": "lib/index.d.ts", "scripts": { "test": "test", "build": "npm run clean && node build.js && tsc --emitDeclarationOnly --outDir lib", From a2b3e75dfd94393aa3f881d60d77b000b45762b6 Mon Sep 17 00:00:00 2001 From: Deryk DeGuzman Date: Tue, 2 Apr 2024 17:00:12 -0700 Subject: [PATCH 3/3] Address comments --- README.md | 2 +- src/client.ts | 47 +++++++++++++++++++++++++++-------------------- src/types.ts | 16 +++++++++++++--- 3 files changed, 41 insertions(+), 24 deletions(-) diff --git a/README.md b/README.md index cf422d6..800d6cc 100644 --- a/README.md +++ b/README.md @@ -4,7 +4,7 @@ # Stream-Query-Client -Stream-Query-Client is the easiest way to use Vectara's streaming query API. Simply provide a query configuration and a callback to instantly receive stream updates. +Stream-Query-Client is the easiest way to use Vectara's streaming query API in your JavaScript applications. Simply provide a query configuration and a callback to instantly receive stream updates. > [!TIP] > diff --git a/src/client.ts b/src/client.ts index 58868fd..b82a4c6 100644 --- a/src/client.ts +++ b/src/client.ts @@ -20,17 +20,22 @@ export const streamQuery = async ( "Content-Type": "application/json", }; - const lambda = - typeof config.queryValue === "undefined" || - config.queryValue.trim().split(" ").length > config.hybridNumWords - ? config.hybridLambdaLong - : config.hybridLambdaShort; + // Normalizes lambda to ensure that: + // - lambda is between 0 and 1 + // - lambda is always a positive number + let normalizedLambda = config.lambda ?? 0.025; + if (normalizedLambda > 1) { + normalizedLambda = 1.0; + } else if (normalizedLambda < 0) { + normalizedLambda = 0; + } + const corpusKeyList = config.corpusIds.map((id) => { return { customerId: config.customerId, corpusId: id, lexicalInterpolationConfig: { - lambda: lambda, + lambda: normalizedLambda, }, metadataFilter: config.filter ? `doc.source = '${config.filter}'` @@ -38,6 +43,21 @@ export const streamQuery = async ( }; }); + const rerankingConfig = !config.rerank + ? {} + : { + rerankingConfig: { + rerankerId: config.rerankerId, + ...(config.rerankerId === 272725718 + ? { + mmrConfig: { + diversityBias: config.rerankDiversityBias, + }, + } + : {}), + }, + }; + const requestBody = JSON.stringify({ query: [ { @@ -62,20 +82,7 @@ export const streamQuery = async ( }, }, ], - ...(config.rerank - ? { - rerankingConfig: { - rerankerId: config.rerankerId, - ...(config.rerankerId === 272725718 - ? { - mmrConfig: { - diversityBias: config.rerankDiversityBias, - }, - } - : {}), - }, - } - : {}), + ...rerankingConfig, }, ], }); diff --git a/src/types.ts b/src/types.ts index c498670..2c565da 100644 --- a/src/types.ts +++ b/src/types.ts @@ -48,14 +48,24 @@ export type StreamQueryConfig = { // The language the summary should be in. language?: SummaryLanguage; + // Reranking orders your search results for increased relevance. rerank?: boolean; + + // Specify how many search results to retrieve and rerank. rerankNumResults?: number; + + // Which reranker will be used. rerankerId?: number; + + // Diversity bias ranges from 0 to 1. + // 0 will optimize for results that are as closely related to the query as possible. + // 1 will optimize for results that are as diverse as possible. rerankDiversityBias?: number; - hybridNumWords: number; - hybridLambdaShort?: number; - hybridLambdaLong?: number; + // A number from 0.0 -> 1.0 that determines how much to leverage neural search and keyword search. + // A value of 0.0 is purely neural search, where a value of 1.0 is purely keyword search. + // Numbers in between are a combination of the two, leaning one way or another. + lambda?: number; // The number of search results to include in creating the summary summaryNumResults?: number;