Files
yargi-mcp/.env.example
T
saidsurucuandClaude Opus 4.7 6b781b61d2 docs(semantic_search): recommend multilingual-e5-large for Turkish (#22)
Different embedding model families need different prompt prefixes —
Gemini wants "task: ... | query: ..." and "title: ... | text: ...",
e5 wants "query: ..." / "passage: ...", and using the wrong one
silently degrades retrieval quality. Add EMBEDDING_PROMPT_STYLE
(gemini/e5/raw) so the prefix matches the chosen model.

Defaults: gemini for OpenRouter (matches the existing default
google/gemini-embedding-001), e5 for the local provider (matches
the recommended multilingual-e5-large setup). Both override via
env var or constructor.

Update README and .env.example to recommend intfloat/multilingual-
e5-large served by HuggingFace Text Embeddings Inference (one
docker run) as the Turkish-optimized local setup, with a clear env
var reference table. Ollama and OpenRouter remain documented as
alternatives.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-03 01:55:42 +03:00

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# OAuth Configuration for Clerk + Google
# Copy this file to .env and fill in your actual values
# =============================================================================
# AUTHENTICATION SETTINGS
# =============================================================================
# Enable/disable authentication (set to "true" to enable OAuth)
ENABLE_AUTH=false
# =============================================================================
# CLERK CONFIGURATION
# =============================================================================
# Clerk API keys (get from https://dashboard.clerk.com/)
CLERK_SECRET_KEY=sk_test_your_secret_key_here
CLERK_PUBLISHABLE_KEY=pk_test_your_publishable_key_here
# OAuth Redirect URLs
CLERK_OAUTH_REDIRECT_URL=http://localhost:8000/auth/callback
CLERK_FRONTEND_URL=http://localhost:3000
# Clerk domain issuer (usually auto-configured)
CLERK_ISSUER=https://your-clerk-domain.clerk.accounts.dev
CLERK_DOMAIN=your-clerk-domain
# =============================================================================
# GOOGLE OAUTH SETTINGS
# =============================================================================
# Note: Google OAuth is configured through Clerk dashboard
# You need to:
# 1. Go to Clerk Dashboard > Social Connections
# 2. Enable Google provider
# 3. Add your Google OAuth client ID and secret
# 4. Configure redirect URIs in Google Console
# =============================================================================
# STRIPE CONFIGURATION (for payments/subscriptions)
# =============================================================================
STRIPE_SECRET=sk_test_your_stripe_secret_key_here
STRIPE_WEBHOOK_SECRET=whsec_your_webhook_secret_here
# =============================================================================
# SERVER CONFIGURATION
# =============================================================================
# CORS origins (comma-separated list)
ALLOWED_ORIGINS=http://localhost:3000,http://localhost:8000,https://yourdomain.com
# Server settings
HOST=0.0.0.0
PORT=8000
LOG_LEVEL=info
# Base URL for the application (used for OAuth callbacks and API URLs)
BASE_URL=http://localhost:8000
# JWT Secret for MCP token generation
JWT_SECRET_KEY=your_jwt_secret_key_here
# =============================================================================
# MCP SERVER SETTINGS
# =============================================================================
# Additional MCP server configuration can go here
# For example, rate limiting, feature flags, etc.
# Example: Rate limiting
# MAX_REQUESTS_PER_MINUTE=60
# BURST_CAPACITY=20
# =============================================================================
# SEMANTIC SEARCH SETTINGS (Optional)
# =============================================================================
# Embedding provider for the semantic_search tool.
# Pick exactly one of: OpenRouter (hosted) or Local (your own server).
# --- Option A: OpenRouter (hosted, default) -----------------------------------
# Get your API key from: https://openrouter.ai/keys
# If neither this nor EMBEDDING_PROVIDER=local is set, semantic search is off.
OPENROUTER_API_KEY=sk-or-v1-your_openrouter_api_key_here
# Optional: override the OpenRouter embedding model and dimension.
# Defaults: google/gemini-embedding-001 at 3072 dims (paid on OpenRouter).
# Pick any model from https://openrouter.ai/models?modality=embedding
# and set the dimension to that model's output size — they must match.
# OPENROUTER_EMBEDDING_MODEL=google/gemini-embedding-001
# OPENROUTER_EMBEDDING_DIMENSION=3072
# --- Option B: Local OpenAI-compatible server (no API key required) ----------
# Recommended for Turkish: intfloat/multilingual-e5-large served by HuggingFace
# Text Embeddings Inference (TEI). One-line setup:
#
# docker run -p 8080:80 ghcr.io/huggingface/text-embeddings-inference:latest \
# --model-id intfloat/multilingual-e5-large
#
# Then uncomment the block below. Other model families work too — set
# EMBEDDING_PROMPT_STYLE to match: e5 / gemini / raw.
#
# EMBEDDING_PROVIDER=local
# LOCAL_EMBEDDING_BASE_URL=http://localhost:8080/v1
# LOCAL_EMBEDDING_MODEL=intfloat/multilingual-e5-large
# LOCAL_EMBEDDING_DIMENSION=1024
# EMBEDDING_PROMPT_STYLE=e5
# LOCAL_EMBEDDING_API_KEY= # most local servers ignore this
#
# Ollama fallback (if you prefer Ollama and don't need top Turkish quality):
# ollama serve && ollama pull nomic-embed-text
# EMBEDDING_PROVIDER=local
# LOCAL_EMBEDDING_BASE_URL=http://localhost:11434/v1
# LOCAL_EMBEDDING_MODEL=nomic-embed-text
# LOCAL_EMBEDDING_DIMENSION=768
# EMBEDDING_PROMPT_STYLE=raw # nomic uses its own search_query/search_document
# =============================================================================
# USAGE INSTRUCTIONS
# =============================================================================
# 1. Copy this file to .env:
# cp .env.example .env
# 2. Get Clerk credentials:
# - Sign up at https://clerk.com/
# - Create a new application
# - Go to API Keys tab
# - Copy Secret Key and Publishable Key
# 3. Configure Google OAuth in Clerk:
# - In Clerk Dashboard, go to Social Connections
# - Enable Google provider
# - Get Google OAuth credentials from Google Console
# - Add redirect URI: http://localhost:8000/auth/callback
# 4. Update OAuth URLs:
# - Set CLERK_OAUTH_REDIRECT_URL to your callback URL
# - Set CLERK_FRONTEND_URL to your frontend application URL
# 5. Enable authentication:
# - Set ENABLE_AUTH=true
# 6. Test the OAuth flow:
# - Start server: uvicorn asgi_app:app --reload
# - Visit: http://localhost:8000/auth/login
# - Complete OAuth flow with Google
# - Check: http://localhost:8000/auth/user