{
  "manifest_version": "1.0.0",
  "template": {
    "id": "a86ecf76-1e94-475d-9577-19928615e12a",
    "slug": "langserve-pgvector-rag",
    "name": "LangServe RAG API + pgvector",
    "description": "LangServe RAG API with FastAPI, Postgres, pgvector, and auth.",
    "url": "https://railway.com/deploy/langserve-pgvector-rag",
    "upstream": {
      "image": "python:3.12-slim"
    }
  },
  "status": "unvalidated",
  "validated_at": null,
  "success_rate_30d": null,
  "services": [
    {
      "name": "langserve",
      "source": {
        "image": "python:3.12-slim"
      },
      "needs_volume": false,
      "http": true
    },
    {
      "name": "postgres",
      "source": {
        "image": "pgvector/pgvector:pg17"
      },
      "needs_volume": true,
      "volume_mount_path": "/var/lib/postgresql/data",
      "http": false
    }
  ],
  "required_inputs": [
    {
      "key": "PORT",
      "service": "langserve",
      "description": "Provide a value for PORT.",
      "secret": false,
      "strategy": "ask_user"
    },
    {
      "key": "APP_API_KEY",
      "service": "langserve",
      "description": "Provide a value for APP_API_KEY.",
      "secret": true,
      "strategy": "generate",
      "generate": "random_base64_32"
    },
    {
      "key": "DATABASE_URL",
      "service": "langserve",
      "description": "Provide a value for DATABASE_URL.",
      "secret": false,
      "strategy": "ask_user"
    },
    {
      "key": "OPENAI_MODEL",
      "service": "langserve",
      "description": "Provide a value for OPENAI_MODEL.",
      "secret": false,
      "strategy": "ask_user"
    },
    {
      "key": "OPENAI_API_KEY",
      "service": "langserve",
      "description": "Provide a value for OPENAI_API_KEY.",
      "secret": true,
      "strategy": "generate",
      "generate": "random_base64_32"
    },
    {
      "key": "REQUIRE_API_KEY",
      "service": "langserve",
      "description": "Provide a value for REQUIRE_API_KEY.",
      "secret": true,
      "strategy": "generate",
      "generate": "random_base64_32"
    },
    {
      "key": "EMBEDDING_DIMENSIONS",
      "service": "langserve",
      "description": "Provide a value for EMBEDDING_DIMENSIONS.",
      "secret": false,
      "strategy": "ask_user"
    },
    {
      "key": "LANGSERVE_COLLECTION",
      "service": "langserve",
      "description": "Provide a value for LANGSERVE_COLLECTION.",
      "secret": false,
      "strategy": "ask_user"
    },
    {
      "key": "PGVECTOR_CONNECTION_STRING",
      "service": "langserve",
      "description": "Provide a value for PGVECTOR_CONNECTION_STRING.",
      "secret": false,
      "strategy": "ask_user"
    },
    {
      "key": "PGDATA",
      "service": "postgres",
      "description": "Provide a value for PGDATA.",
      "secret": false,
      "strategy": "ask_user"
    },
    {
      "key": "POSTGRES_DB",
      "service": "postgres",
      "description": "Provide a value for POSTGRES_DB.",
      "secret": false,
      "strategy": "ask_user"
    },
    {
      "key": "POSTGRES_USER",
      "service": "postgres",
      "description": "Provide a value for POSTGRES_USER.",
      "secret": false,
      "strategy": "ask_user"
    },
    {
      "key": "POSTGRES_PASSWORD",
      "service": "postgres",
      "description": "Provide a value for POSTGRES_PASSWORD.",
      "secret": true,
      "strategy": "generate",
      "generate": "strong_password"
    }
  ],
  "deploy": {
    "mcp": {
      "server": "railway",
      "tool": "deploy_template",
      "args": {
        "template_code": "langserve-pgvector-rag"
      }
    },
    "cli": "railway deploy --template langserve-pgvector-rag",
    "api": {
      "method": "POST",
      "path": "/graphql/v2",
      "body": {
        "query": "mutation templateDeploy($input: TemplateDeployV2Input!) { templateDeployV2(input: $input) { projectId workflowId } }",
        "variables": {
          "input": {
            "templateId": "a86ecf76-1e94-475d-9577-19928615e12a",
            "serializedConfig": {
              "buckets": {},
              "services": {
                "36459811-dc17-4f4e-832a-c1924de9d5bd": {
                  "icon": null,
                  "name": "langserve",
                  "deploy": {
                    "startCommand": "/bin/sh -c 'set -eu; mkdir -p /app; echo import hashlib
import math
import os
import uuid
from typing import Any

import psycopg
from fastapi import Depends, FastAPI, Header, HTTPException
from langchain_core.runnables import RunnableLambda
from langserve import add_routes
from psycopg.types.json import Jsonb
from pydantic import BaseModel, Field


DATABASE_URL = os.environ["DATABASE_URL"]
EMBEDDING_DIMENSIONS = int(os.getenv("EMBEDDING_DIMENSIONS", "64"))
COLLECTION = os.getenv("LANGSERVE_COLLECTION", "railway_docs")
REQUIRE_API_KEY = os.getenv("REQUIRE_API_KEY", "true").lower() == "true"
APP_API_KEY = os.getenv("APP_API_KEY", "")
OPENAI_API_KEY = os.getenv("OPENAI_API_KEY", "")
OPENAI_MODEL = os.getenv("OPENAI_MODEL", "gpt-4.1-mini")


class IngestRequest(BaseModel):
  text: str = Field(min_length=1)
  metadata: dict[str, Any] = Field(default_factory=dict)


class SearchRequest(BaseModel):
  query: str = Field(min_length=1)
  k: int = Field(default=4, ge=1, le=12)


class RagInput(BaseModel):
  question: str = Field(min_length=1)
  k: int = Field(default=4, ge=1, le=12)


class RagOutput(BaseModel):
  answer: str
  used_llm: bool
  contexts: list[dict[str, Any]]


def require_api_key(authorization: str | None = Header(default=None)) -> None:
  if not REQUIRE_API_KEY:
    return
  if not APP_API_KEY:
    raise HTTPException(status_code=500, detail="APP_API_KEY is required when REQUIRE_API_KEY=true")
  if authorization != f"Bearer {APP_API_KEY}":
    raise HTTPException(status_code=401, detail="Missing or invalid bearer token")


def embedding_for(text: str) -> list[float]:
  vector = [0.0] * EMBEDDING_DIMENSIONS
  for token in text.lower().split():
    digest = hashlib.sha256(token.encode("utf-8")).digest()
    index = int.from_bytes(digest[:4], "big") % EMBEDDING_DIMENSIONS
    sign = 1.0 if digest[4] % 2 == 0 else -1.0
    vector[index] += sign
  norm = math.sqrt(sum(value * value for value in vector)) or 1.0
  return [round(value / norm, 6) for value in vector]


def vector_literal(values: list[float]) -> str:
  return "[" + ",".join(str(value) for value in values) + "]"


def connect() -> psycopg.Connection:
  return psycopg.connect(DATABASE_URL)


def ensure_schema() -> None:
  with connect() as conn:
    with conn.cursor() as cur:
      cur.execute("CREATE EXTENSION IF NOT EXISTS vector")
      cur.execute(
        f"""
        CREATE TABLE IF NOT EXISTS documents (
          id uuid PRIMARY KEY,
          collection text NOT NULL,
          content text NOT NULL,
          metadata jsonb NOT NULL DEFAULT '{{}}'::jsonb,
          embedding vector({EMBEDDING_DIMENSIONS}) NOT NULL,
          created_at timestamptz NOT NULL DEFAULT now()
        )
        """
      )
      cur.execute("CREATE INDEX IF NOT EXISTS documents_collection_idx ON documents (collection)")
    conn.commit()


def search_documents(query: str, k: int) -> list[dict[str, Any]]:
  ensure_schema()
  query_vector = vector_literal(embedding_for(query))
  with connect() as conn:
    with conn.cursor() as cur:
      cur.execute(
        """
        SELECT id::text, content, metadata, 1 - (embedding <=> %s::vector) AS score
        FROM documents
        WHERE collection = %s
        ORDER BY embedding <=> %s::vector
        LIMIT %s
        """,
        (query_vector, COLLECTION, query_vector, k),
      )
      return [
        {"id": row[0], "text": row[1], "metadata": row[2], "score": float(row[3])}
        for row in cur.fetchall()
      ]


def ingest_document(payload: IngestRequest) -> dict[str, str]:
  ensure_schema()
  document_id = uuid.uuid4()
  with connect() as conn:
    with conn.cursor() as cur:
      cur.execute(
        """
        INSERT INTO documents (id, collection, content, metadata, embedding)
        VALUES (%s, %s, %s, %s, %s::vector)
        """,
        (
          document_id,
          COLLECTION,
          payload.text,
          Jsonb(payload.metadata),
          vector_literal(embedding_for(payload.text)),
        ),
      )
    conn.commit()
  return {"id": str(document_id)}


def answer_question(payload: RagInput | dict[str, Any]) -> RagOutput:
  if isinstance(payload, dict):
    payload = RagInput.model_validate(payload)

  contexts = search_documents(payload.question, payload.k)
  context_text = "\n\n".join(f"- {item['text']}" for item in contexts) or "No matching context found."
  prompt = (
    "Answer the question using only the retrieved context. "
    "If the context is insufficient, say what is missing.\n\n"
    f"Question: {payload.question}\n\nContext:\n{context_text}"
  )

  if OPENAI_API_KEY and not OPENAI_API_KEY.startswith("REPLACE_"):
    from langchain_openai import ChatOpenAI

    answer = ChatOpenAI(model=OPENAI_MODEL, temperature=0).invoke(prompt).content
    return RagOutput(answer=answer, used_llm=True, contexts=contexts)

  answer = (
    "OPENAI_API_KEY is not configured, so this starter returned retrieved context only.\n\n"
    f"{context_text}"
  )
  return RagOutput(answer=answer, used_llm=False, contexts=contexts)


app = FastAPI(
  title="LangServe pgvector RAG starter",
  version="1.0.0",
  description="A Railway-ready LangServe starter with Postgres/pgvector ingestion and retrieval.",
)


@app.on_event("startup")
def startup() -> None:
  ensure_schema()


@app.get("/")
def root() -> dict[str, str]:
  return {"service": "langserve-pgvector", "docs": "/docs", "health": "/health", "rag": "/rag/invoke"}


@app.get("/health")
def health() -> dict[str, Any]:
  ensure_schema()
  with connect() as conn:
    with conn.cursor() as cur:
      cur.execute("SELECT count(*) FROM documents WHERE collection = %s", (COLLECTION,))
      count = cur.fetchone()[0]
  return {"ok": True, "collection": COLLECTION, "documents": count}


@app.post("/ingest", dependencies=[Depends(require_api_key)])
def ingest(payload: IngestRequest) -> dict[str, str]:
  return ingest_document(payload)


@app.post("/search", dependencies=[Depends(require_api_key)])
def search(payload: SearchRequest) -> dict[str, Any]:
  return {"results": search_documents(payload.query, payload.k)}


rag_runnable = RunnableLambda(answer_question).with_types(input_type=RagInput, output_type=RagOutput)
add_routes(app, rag_runnable, path="/rag", dependencies=[Depends(require_api_key)])
 | base64 -d > /app/main.py; cd /app; python -m pip install --no-cache-dir fastapi==0.115.14 uvicorn[standard]==0.35.0 langserve==0.3.1 langchain-core==0.3.68 langchain-openai==0.3.27 psycopg[binary]==3.2.9 pgvector==0.4.1 pydantic==2.11.7 sse-starlette==2.4.1; exec python -m uvicorn main:app --host 0.0.0.0 --port \"${PORT:-8000}\"'",
                    "healthcheckPath": "/health",
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "python:3.12-slim"
                  },
                  "variables": {
                    "PORT": {
                      "isOptional": false,
                      "defaultValue": "{{PORT}}"
                    },
                    "APP_API_KEY": {
                      "isOptional": false,
                      "defaultValue": "{{APP_API_KEY}}"
                    },
                    "DATABASE_URL": {
                      "isOptional": false,
                      "defaultValue": "{{DATABASE_URL}}"
                    },
                    "OPENAI_MODEL": {
                      "isOptional": false,
                      "defaultValue": "{{OPENAI_MODEL}}"
                    },
                    "OPENAI_API_KEY": {
                      "isOptional": false,
                      "defaultValue": "{{OPENAI_API_KEY}}"
                    },
                    "REQUIRE_API_KEY": {
                      "isOptional": false,
                      "defaultValue": "{{REQUIRE_API_KEY}}"
                    },
                    "EMBEDDING_DIMENSIONS": {
                      "isOptional": false,
                      "defaultValue": "{{EMBEDDING_DIMENSIONS}}"
                    },
                    "LANGSERVE_COLLECTION": {
                      "isOptional": false,
                      "defaultValue": "{{LANGSERVE_COLLECTION}}"
                    },
                    "PGVECTOR_CONNECTION_STRING": {
                      "isOptional": false,
                      "defaultValue": "{{PGVECTOR_CONNECTION_STRING}}"
                    }
                  },
                  "networking": {
                    "serviceDomains": {
                      "<hasDomain>": {}
                    }
                  }
                },
                "4f0b13da-3bd8-47bc-a9ec-dde648f40076": {
                  "icon": null,
                  "name": "postgres",
                  "deploy": {
                    "startCommand": null,
                    "healthcheckPath": null,
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "pgvector/pgvector:pg17"
                  },
                  "variables": {
                    "PGDATA": {
                      "isOptional": false,
                      "defaultValue": "{{PGDATA}}"
                    },
                    "POSTGRES_DB": {
                      "isOptional": false,
                      "defaultValue": "{{POSTGRES_DB}}"
                    },
                    "POSTGRES_USER": {
                      "isOptional": false,
                      "defaultValue": "{{POSTGRES_USER}}"
                    },
                    "POSTGRES_PASSWORD": {
                      "isOptional": false,
                      "defaultValue": "{{POSTGRES_PASSWORD}}"
                    }
                  },
                  "volumeMounts": {
                    "4f0b13da-3bd8-47bc-a9ec-dde648f40076": {
                      "mountPath": "/var/lib/postgresql/data"
                    }
                  }
                }
              }
            }
          }
        }
      }
    }
  },
  "post_deploy": {
    "healthcheck": {
      "service": "langserve",
      "method": "GET",
      "path": "/health",
      "expect_status": 200
    }
  },
  "resources": {
    "expected_services": 2,
    "needs_volume": true
  },
  "generated_at": "2026-09-22T22:14:50.114Z",
  "generator_version": "0.1.0"
}