@myscada/embedjs NPM

What is EmbedJs?

EmbedJs is an Open Source Framework for personalizing LLM responses. An ultimate toolkit for building powerful Retrieval-Augmented Generation (RAG) and Large Language Model (LLM) applications with ease in Node.js.

It segments data into manageable chunks, generates relevant embeddings, and stores them in a vector database for optimized retrieval. It enables users to extract contextual information, find precise answers, or engage in interactive chat conversations, all tailored to their own data.

📖 Documentation

Comprehensive guides and API documentation are available to help you get the most out of EmbedJs:

🌐 Contributing

Contributions are welcome! Please check out the issues on the repository, and feel free to open a pull request. For more information, please see the contributing guidelines.

ai ml llm gpt openai anthropic claude qdrant chatgpt hugging-face ollama mistral cohere embedding embeddings openai langchain prompt rag pinecone vertex-ai mongodb large-language-model

abort-controller acorn acorn-jsx acorn-walk address agent-base agentkeepalive ajv already ansi-colors ansi-escapes ansi-regex ansi-styles anymatch aproba are-we-there-yet argparse array-ify arrify async async-retry asynckit atlassian-jwt axios babel-jest babel-plugin-const-enum babel-plugin-istanbul babel-plugin-jest-hoist babel-plugin-macros babel-plugin-polyfill-corejs2 babel-plugin-polyfill-corejs3 babel-plugin-polyfill-regenerator babel-plugin-transform-typescript-metadata babel-preset-current-node-syntax babel-preset-jest balanced-match base64-js before-after-hook bignumber.js binary-extensions bindings bl bluebird bottleneck bowser brace-expansion braces browserslist bser bson buffer buffer-equal-constant-time buffer-from bytes cacheable-lookup cacheable-request call-bind callguard callsites camelcase caniuse-lite chalk char-regex character-entities chardet charenc chmodrp chownr ci-info cjs-module-lexer cli-cursor cli-spinners cli-width cliui clone clone-response cluster-key-slot cmake-js co cohere-ai collect-v8-coverage color-convert color-name color-support colorette columnify combined-stream commander compare-func compute-cosine-similarity compute-dot compute-l2norm concat-map confluence.js confusing-browser-globals console-control-strings conventional-changelog-conventionalcommits convert-source-map convict core-js-compat core-util-is cosmiconfig create-require cross-env cross-fetch cross-spawn crypt csv-parse data-uri-to-buffer dayjs debug decamelize decode-named-character-reference decompress-response deep-extend deep-is deepmerge defaults defer-to-connect define-data-property define-lazy-prop delayed-stream delegates denque dequal detect-libc detect-newline detect-port devlop diff diff-sequences dingbat-to-unicode dom-serializer domelementtype domhandler domutils dot-prop dotenv dotenv-expand duck eastasianwidth ecdsa-sig-formatter ejs electron-to-chromium emittery emoji-regex encoding end-of-stream enquirer entities env-var err-code error-ex es-define-property es-errors escalade escape-string-regexp eslint-scope eslint-visitor-keys espree esprima esquery esrecurse estraverse estree-util-is-identifier-name estree-util-visit esutils event-target-shim eventemitter3 events exifremove exit expect expr-eval extend external-editor extract-files fast-deep-equal fast-glob fast-json-stable-stringify fast-levenshtein fast-text-encoding fast-xml-parser fastq fb-watchman fetch-blob fetch-h2 fflate figures file-entry-cache file-uri-to-path filelist filename-reserved-regex filenamify fill-range find-up flat flat-cache flatted follow-redirects foreground-child form-data form-data-encoder formdata-node formdata-polyfill front-matter fs-constants fs-extra fs-minipass fs.realpath function-bind gauge gaxios gcp-metadata gensync get-caller-file get-east-asian-width get-intrinsic get-package-type get-stream glob glob-parent globals google-auth-library google-p12-pem gopd got graceful-fs graphemer graphql-request gtoken harmony-reflect has-flag has-property-descriptors has-proto has-symbols has-unicode hasown hnswlib-node hosted-git-info html-escaper html-to-text htmlparser2 http-cache-semantics http-proxy-agent http2-wrapper https-proxy-agent human-signals humanize-ms iconv-lite identity-obj-proxy ieee754 ignore immediate import-fresh imurmurhash inflight inherits ini ioredis ipull is-arrayish is-buffer is-core-module is-docker is-extglob is-fullwidth-code-point is-generator-fn is-glob is-gzip is-interactive is-number is-obj is-plain-obj is-stream is-unicode-supported is-wsl isarray isexe istanbul-lib-coverage istanbul-lib-instrument istanbul-lib-report istanbul-lib-source-maps istanbul-reports jackspeak jake jest-circus jest-config jest-diff jest-docblock jest-each jest-environment-node jest-get-type jest-haste-map jest-leak-detector jest-matcher-utils jest-message-util jest-mock jest-pnp-resolver jest-regex-util jest-resolve jest-runner jest-runtime jest-snapshot jest-util jest-validate jest-watcher jest-worker js-base64 js-tiktoken js-tokens js-yaml jsbi jsesc json-bigint json-buffer json-parse-even-better-errors json-schema-traverse json-stable-stringify-without-jsonify json5 jsonc-eslint-parser jsonc-parser jsonfile jsonpointer jsuri jszip jwa jws keyv langchain langsmith leac leven levn libsql lie lifecycle-utils lines-and-columns lmdb locate-path lodash lodash.clonedeep lodash.debounce lodash.defaults lodash.isarguments lodash.isplainobject lodash.merge log-symbols long lop lowdb lowercase-keys lru-cache make-dir make-error makeerror mammoth md5 memory-pager memory-stream merge-stream merge2 micromark micromark-core-commonmark micromark-extension-gfm micromark-extension-gfm-autolink-literal micromark-extension-gfm-footnote micromark-extension-gfm-strikethrough micromark-extension-gfm-table micromark-extension-gfm-tagfilter micromark-extension-gfm-task-list-item micromark-extension-mdx-jsx micromark-factory-destination micromark-factory-label micromark-factory-mdx-expression micromark-factory-space micromark-factory-title micromark-factory-whitespace micromark-util-character micromark-util-chunked micromark-util-classify-character micromark-util-combine-extensions micromark-util-decode-numeric-character-reference micromark-util-encode micromark-util-events-to-acorn micromark-util-html-tag-name micromark-util-normalize-identifier micromark-util-resolve-all micromark-util-sanitize-uri micromark-util-subtokenize micromark-util-symbol micromark-util-types micromatch mime mime-db mime-types mimic-fn mimic-function mimic-response minimatch minimist minipass minizlib mkdirp mongodb mongodb-connection-string-url ms msgpackr msgpackr-extract mustache mute-stream nanoid natural-compare node-addon-api node-api-headers node-domexception node-ensure node-fetch node-forge node-gyp-build-optional-packages node-int64 node-llama-cpp node-machine-id node-releases normalize-package-data normalize-path normalize-url npm-install-checks npm-normalize-package-bin npm-package-arg npm-pick-manifest npm-run-path npmlog oauth object-inspect octokit office-text-extractor ollama once onetime open openai openapi-types option optionator ora ordered-binary os-tmpdir oxc-resolver p-cancelable p-finally p-limit p-locate p-queue p-retry p-timeout p-try package-json-from-dist pako parent-module parse-json parse-ms parseley path-exists path-is-absolute path-key path-parse path-scurry path-type pdf-parse peberminta picocolors picomatch pirates prelude-ls pretty-bytes pretty-format pretty-ms priorityqueuejs proc-log process process-nextick-args promise-inflight promise-limit promise-retry proper-lockfile protobufjs proxy-from-env psl pump punycode pure-rand qs querystringify queue-microtask quick-lru rc react-is readable-stream readable-web-to-node-stream redis-errors redis-parser reflect-metadata regenerate regenerate-unicode-properties regenerator-runtime regenerator-transform regexpu-core regjsgen regjsparser require-directory requires-port resolve resolve-alpn resolve-from resolve.exports responselike restore-cursor retry reusify run-parallel rxjs safe-buffer safe-stable-stringify safer-buffer sax selderee semaphore semver set-blocking set-function-length setimmediate shebang-command shebang-regex side-channel signal-exit sitemapper slash sleep-promise slice-ansi source-map source-map-support sparse-bitfield spdx-correct spdx-exceptions spdx-expression-parse spdx-license-ids sprintf-js stack-utils standard-as-callback stdin-discarder stdout-update steno stream-head stream-mime-type string-length string-width string-width-cjs string_decoder strip-ansi strip-ansi-cjs strip-bom strip-final-newline strip-json-comments strnum supports-color supports-preserve-symlinks-flag tar tar-stream test-exclude text-encoding through2 tinyglobby tmp tmpl to-arraybuffer to-regex-range tough-cookie tr46 ts-api-utils ts-node tsconfig-paths type-check type-detect type-fest typed-emitter underscore undici undici-types unicode-canonical-property-names-ecmascript unicode-match-property-ecmascript unicode-match-property-value-ecmascript unicode-property-aliases-ecmascript unicorn-magic unist-util-position-from-estree unist-util-stringify-position universal-github-app-jwt universal-user-agent universalify update-browserslist-db uri-js url-join url-parse usetube util-deprecate uuid uuidv7 v8-compile-cache-lib v8-to-istanbul validate-npm-package-license validate-npm-package-name validate.io-array validate.io-function vfile-message walker wcwidth weak-lru-cache weaviate-ts-client web-streams-polyfill webidl-conversions whatwg-fetch whatwg-url which wide-align word-wrap wrap-ansi wrap-ansi-cjs wrappy write-file-atomic ws xlsx xml2js xmlbuilder y18n yallist yaml yargs yargs-parser yn yocto-queue yoctocolors yoctocolors-cjs youtube-transcript youtubei zod zod-to-json-schema

0.1.28

7 months ago