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$ show epam/ai-dial-chat

[account β†—] [repo β†—] APPLICATION β˜… 503 62 ● active (last update 4 weeks ago)
reviewed by: deepseek/deepseek-v4-flash

This is a full-stack AI chat platform (DIAL Chat) built as a monorepo with a NestJS backend-for-frontend (BFF) and a React single-page application. The backend proxies all requests to an external DIAL Core service, handling authentication (OIDC providers, cookie sessions, header tokens, CSRF), configuration aggregation (env, static defaults, feature flags), file management (upload, archive download, sharing, batch operations), conversation lifecycle (CRUD, streaming with SSE, naming, publishing/unpublishing, sharing by invitation), and skills/prompts/toolsets management with manifest import/export. The frontend provides a rich chat UI with conversation panel, attachment input with canvas for previewing PDFs, Office docs, images, and MCP app iframes, a catalog browser for models/agents/toolsets, scheduled tasks with recurrence forms, skill and prompt editors, usage limits dashboards, and overlay embedding for third-party host apps. Both apps share extensive typed libraries (22 private packages) covering the catalog, conversation hooks, shared UI components, and a generated OpenAPI client. The system follows a strict BFF pattern: the frontend never communicates directly with DIAL Coreβ€”all API calls go through the NestJS server, which adds session validation, resource ownership checks, and caching. Streaming chat completions use server-sent events (SSE) with a consistent init payload format. The overlay embedding protocol uses postMessage with a documented state machine, feature flags gated by backend configuration. Observable telemetry via OpenTelemetry instruments HTTP lifecycle, generation metrics, and runtime diagnostics with Prometheus endpoints. The codebase is thoroughly tested (Vitest for frontend, Supertest for NestJS integration, browser-level CSP tests) and includes CI/CD pipelines for OpenAPI regeneration, deployment, and e2e testing. Architecture is modular: domain-specific NestJS services are split into focused sub-services (e.g., ConversationsService delegates to ConversationListingService, ConversationPersistenceService, ConversationLifecycleService, ConversationStreamingService). React contexts are used for state management (no Redux), with custom hooks for entity operations. The monorepo leverages Nx for task orchestration, dependency graph enforcement, and bundle budget checks in libraries. External dependencies include DIAL Core (for AI model inference and file storage), various OIDC providers, and optional libraries like MCP UI client for sandboxed app rendering.

RATING9.0/10
QUALITY8.2/10
MAINTENANCEactive
DRIFTlow
CONTRIBUTORS52
VELOCITY0.97
OPEN ISSUES255
CLOSED ISSUES3652
LAST COMMIT4 weeks ago
@epam/ai-dial-react-file-manager (npm) 0.3.0-dev.2
@epam/ai-dial-react-pdf-highlighter (npm) 0.3.0-dev.1
@epam/ai-dial-shared (npm) 0.48.0
@epam/ai-dial-ui-kit (npm) ^0.15.0-dev.9
@epam/ai-dial-visualizer-connector (npm) 0.48.0
@epam/pdf-highlighter-kit (npm) ^0.0.19
@mcp-ui/client (npm) ^7.1.1
@monaco-editor/react (npm) ^4.7.0
monaco-editor (npm) ^0.55.1
@nestjs/cache-manager (npm) ^3.1.2
@nestjs/common (npm) ^11.0.0
@nestjs/core (npm) ^11.0.0
@nestjs/platform-express (npm) ^11.0.0
@nestjs/serve-static (npm) ^5.0.5
@nestjs/swagger (npm) ^11.4.1
@nestjs/throttler (npm) ^6.5.0
@tabler/icons-react (npm) ^3.44.0
@types/react-syntax-highlighter (npm) ^15.5.13
@uiw/react-markdown-preview (npm) ^5.2.1
@uiw/react-md-editor (npm) ^4.1.1
cache-manager (npm) ^7.2.8
dompurify (npm) 3.4.15
express (npm) ^5.2.1
fflate (npm) ^0.8.3
helmet (npm) ^8.1.0
i18next (npm) ^26.2.0
i18next-browser-languagedetector (npm) ^8.2.1
katex (npm) ^0.16.22
lru-cache (npm) ^10.4.3
micromark-extension-llm-math (npm) ^3.1.0
mime-types (npm) ^3.0.2
pdfjs-dist (npm) 5.4.149
polished (npm) ^4.3.1
randomcolor (npm) ^0.6.2
react (npm) ^19.2.8
react-dom (npm) ^19.2.8
react-error-boundary (npm) ^6.1.5
react-i18next (npm) ^17.0.13
react-json-view-lite (npm) ^2.5.0
react-markdown (npm) ^10.1.0
react-qr-code (npm) ^2.2.0
react-router (npm) ^8.3.0
react-syntax-highlighter (npm) ^16.1.1
reflect-metadata (npm) ^0.2.2
rehype-katex (npm) ^7.0.1
rehype-raw (npm) ^7.0.0
rehype-sanitize (npm) ^6.0.0
rehype-stringify (npm) ^10.0.1
remark-breaks (npm) ^4.0.0
remark-gfm (npm) ^4.0.1
remark-math (npm) ^6.0.0
remark-parse (npm) ^11.0.0
remark-rehype (npm) ^11.1.2
rxjs (npm) ^7.8.2
swagger-ui-express (npm) ^5.0.1
tailwind-merge (npm) ^3.6.0
unified (npm) ^11.0.5
yaml (npm) ^2.9.0
@babel/core (npm) ^7.14.5
@babel/preset-react (npm) ^7.14.5
@eslint/js (npm) ^9.8.0
@modelcontextprotocol/sdk (npm) ^1.29.0
@nestjs/schematics (npm) ^11.0.0
@nestjs/testing (npm) ^11.0.0
@nx/eslint (npm) 23.2.1
@nx/eslint-plugin (npm) 23.2.1
@nx/js (npm) 23.2.1
@nx/nest (npm) 23.2.1
@nx/node (npm) 23.2.1
@nx/react (npm) 23.2.1
@nx/vite (npm) 23.2.1
@nx/vitest (npm) 23.2.1
@nx/web (npm) 23.2.1
@nx/webpack (npm) 23.2.1
@openapitools/openapi-generator-cli (npm) ^2.33.1
@swc-node/register (npm) 1.11.1
@swc/cli (npm) ~0.8.0
@swc/core (npm) 1.15.8
@swc/helpers (npm) 0.5.18
@testing-library/dom (npm) 10.4.0
@testing-library/react (npm) 16.3.0
@testing-library/user-event (npm) ^14.6.1
@types/mime-types (npm) ^3.0.1
@types/multer (npm) ^2.2.0
@types/node (npm) ^22.20.2
@types/randomcolor (npm) ^0.5.9
@types/react (npm) ^19.3.0
@types/react-dom (npm) ^19.3.0
@types/supertest (npm) ^7.2.0
@vitejs/plugin-react (npm) ^6.0.0
@vitest/coverage-v8 (npm) ~4.1.0
@vitest/ui (npm) ~4.1.0
ajv (npm) ^8.0.0
autoprefixer (npm) ^10.4.13
cross-env (npm) ^10.1.0
cssnano (npm) ^7.1.9
eslint (npm) ^9.39.4
eslint-config-prettier (npm) ^10.1.8
eslint-plugin-import (npm) ^2.32.0
eslint-plugin-jsx-a11y (npm) ^6.10.2
Files by Type (count)
Markdown
3099
TypeScript
1992
TSX
805
YAML
485
JSON
181
SCSS
136
Other (.mjs)
88
Other (.mts)
38
Other (no ext)
28
Other (.svg)
20
Other (.mdc)
11
CSS
11
Files by Type (size)
Markdown
26MB
TypeScript
10MB
TSX
6MB
JSON
2MB
Other (.png)
1MB
Other (.mjs)
466KB
Other (.svg)
290KB
YAML
159KB
SCSS
143KB
Other (.mts)
86KB
Python
34KB
Other (.ico)
29KB

The LLM identified 5 files worth highlighting for reuse:

A custom NestJS guard implementing double-submit cookie CSRF protection. It validates the Origin/Referer header against the application origin and checks X-CSRF-Token for state-changing requests. Cookie-authenticated requests require CSRF token validation; header-token-authenticated requests (e.g., for machine-to-machine) bypass CSRF. The guard skips safe HTTP methods and routes marked @Public(). This is a self-contained security pattern that could be extracted into any NestJS application with minimal modification, demonstrating thorough understanding of CSRF attack vectors and HTTP semantics.

file: apps/chat-api/src/auth/csrf/csrf.guard.ts β†— | tags: #csrf-protection #nestjs-guard #double-submit-cookie

A pure-function parser that extracts structured metadata from SKILL.md files using YAML frontmatter. It handles BOM removal, CRLF normalization, multiple alias casing variants (snake, kebab, camel), and falls back gracefully on parse errors. The resulting SkillManifestDocument object contains name, description, whenToUse, allowedTools, bundledResources, skillPrompt, and more. This utility is fully tested, has zero internal dependencies, and solves the recurrent problem of embedding structured metadata in human-readable markdown filesβ€”directly reusable in any project that needs to parse frontmatter with custom fields.

file: libs/chat-hooks/src/skill/skill-manifest.ts β†— | tags: #frontmatter-parser #metadata-extraction #markdown-processing

A utility for creating Server-Sent Events (SSE) responses in NestJS with Node.js native streams. It sets correct content-type (text/event-stream), handles backpressure via drain events, writes events in standard SSE format, and returns a Promise that resolves on stream finish or rejects on error. It also supports sending an initial JSON payload before streaming begins. This encapsulates the boilerplate of SSE response setup and error handling, and could be reused in any Node.js HTTP framework with minimal adaptation.

file: apps/chat-api/src/common/utils/sse.ts β†— | tags: #sse-streaming #http-response #backpressure

A NestJS OnApplicationBootstrap lifecycle listener that instruments HTTP request duration using OpenTelemetry. It creates histograms with explicit bucket boundaries, binds to the meter provider, and terminates HTTP metrics on application shutdown. The instrumentation is decoupled from specific controllers and uses bounded attribute sets. This pattern demonstrates how to integrate OpenTelemetry metrics in a NestJS app without framework coupling, and the registration/binding logic is a reusable template for any Node.js service requiring custom metrics.

file: apps/chat-api/src/telemetry/http-lifecycle-listener.ts β†— | tags: #open-telemetry #metrics #nestjs-interceptor

Implements a composite configuration provider that chains multiple sources (environment variables, static defaults, role-based overrides) with configurable priority. Each source is a provider implementing a common interface, and the composite merges them sequentially. This allows runtime configuration from diverse origins without each consumer knowing the source. The pattern is self-contained, testable (as evidenced by unit tests), and can be extracted to provide hierarchical configuration in any TypeScript application.

file: apps/chat-api/src/app-config/config-registry/composite-config.provider.ts β†— | tags: #configuration-pattern #provider-chain #composite-pattern
Last analyzed: 2026-09-20 06:00:36.309526
Next check: 2026-09-27 06:00:36.288316
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