[ENH] Render.com Terraform Blueprint (#1176)

## Description of changes

*Summarize the changes made by this PR.*
 - New functionality
	 - New blueprint for render.com

## Test plan
*How are these changes tested?*

Manual testing

## Documentation Changes

README part of the deployment

examples/deployments/render-terraform/README.md

@@ -0,0 +1,118 @@
+# Render.com Deployment
+
+This is an example deployment to Render.com using [terraform](https://www.terraform.io/)
+
+## Requirements
+
+- [Terraform CLI v1.3.4+](https://developer.hashicorp.com/terraform/tutorials/gcp-get-started/install-cli)
+- [Terraform Render provider](https://registry.terraform.io/providers/jackall3n/render/latest/docs)
+
+## Deployment with terraform
+
+### 1. Init your terraform state
+
+```bash
+terraform init
+```
+
+### 3. Deploy your application
+
+```bash
+# Your Render.com API token. IMPORTANT: The API does not work with Free plan.
+export TF_VAR_render_api_token=<render_api_token>
+# Your Render.com user email
+export TF_VAR_render_user_email=<render_user_email>
+#set the chroma release to deploy
+export TF_VAR_chroma_release="0.4.13"
+# the region to deploy to. At the time of writing only oregon and frankfurt are available
+export TF_VAR_region="oregon"
+#enable basic auth for the chroma instance
+export TF_VAR_enable_auth="true"
+#The auth type to use for the chroma instance (token or basic)
+export TF_VAR_auth_type="token"
+terraform apply -auto-approve
+```
+
+### 4. Check your public IP and that Chroma is running
+
+> Note: It might take couple minutes for the instance to boot up
+
+Get the public IP of your instance (it should also be printed out after successful `terraform apply`):
+
+```bash
+terraform output instance_url
+```
+
+Check that chroma is running:
+
+```bash
+export instance_public_ip=$(terraform output instance_url | sed 's/"//g')
+curl -v $instance_public_ip/api/v1/heartbeat
+```
+
+#### 4.1 Checking Auth
+
+##### Token
+
+When token auth is enabled (this is the default option) you can check the get the credentials from Terraform state by
+running:
+
+```bash
+terraform output chroma_auth_token
+```
+
+You should see something of the form:
+
+```bash
+PVcQ4qUUnmahXwUgAf3UuYZoMlos6MnF
+```
+
+You can then export these credentials:
+
+```bash
+export CHROMA_AUTH=$(terraform output chroma_auth_token | sed 's/"//g')
+```
+
+Using the credentials:
+
+```bash
+curl -v $instance_public_ip/api/v1/collections -H "Authorization: Bearer ${CHROMA_AUTH}"
+```
+
+##### Basic
+
+When basic auth is enabled you can check the get the credentials from Terraform state by running:
+
+```bash
+terraform output chroma_auth_basic
+```
+
+You should see something of the form:
+
+```bash
+chroma:VuA8I}QyNrm0@QLq
+```
+
+You can then export these credentials:
+
+```bash
+export CHROMA_AUTH=$(terraform output chroma_auth_basic | sed 's/"//g')
+```
+
+Using the credentials:
+
+```bash
+curl -v https://$instance_public_ip:8000/api/v1/collections -u "${CHROMA_AUTH}"
+```
+
+> Note: Without `-u` you should be getting 401 Unauthorized response
+
+#### 4.2 SSH to your instance
+
+To connect to your instance via SSH you need to go to Render.com service dashboard.
+
+### 5. Destroy your application
+
+```bash
+terraform destroy
+```

examples/deployments/render-terraform/chroma.tf

@@ -0,0 +1,88 @@
+terraform {
+  required_providers {
+    render = {
+      source = "jackall3n/render"
+      version = "~> 1.3.0"
+    }
+  }
+}
+
+variable "render_api_token" {
+  sensitive   = true
+}
+
+variable "render_user_email" {
+  sensitive   = true
+}
+
+provider "render" {
+  api_key = var.render_api_token
+}
+
+data "render_owner" "render_owner" {
+  email = var.render_user_email
+}
+
+resource "render_service" "chroma" {
+  name = "chroma"
+  owner = data.render_owner.render_owner.id
+  type = "web_service"
+  auto_deploy = true
+
+  env_vars = concat([{
+    key = "IS_PERSISTENT"
+    value = "1"
+  },
+    {
+      key = "PERSIST_DIRECTORY"
+      value = var.chroma_data_volume_mount_path
+    },
+  ],
+    var.enable_auth? [{
+      key = "CHROMA_SERVER_AUTH_CREDENTIALS_PROVIDER"
+      value = "chromadb.auth.token.TokenConfigServerAuthCredentialsProvider"
+    },
+      {
+        key = "CHROMA_SERVER_AUTH_CREDENTIALS"
+        value = "${local.token_auth_credentials.token}"
+      },
+      {
+        key = "CHROMA_SERVER_AUTH_PROVIDER"
+        value = var.auth_type
+      }] : []
+  )
+
+  image = {
+    owner_id = data.render_owner.render_owner.id
+    image_path = "${var.chroma_image_reg_url}:${var.chroma_release}"
+  }
+
+  web_service_details = {
+    env = "image"
+    plan = var.render_plan
+    region = var.region
+    health_check_path = "/api/v1/heartbeat"
+    disk = {
+      name = var.chroma_data_volume_device_name
+      mount_path = var.chroma_data_volume_mount_path
+      size_gb = var.chroma_data_volume_size
+    }
+    docker = {
+      command = "uvicorn chromadb.app:app --reload --workers 1 --host 0.0.0.0 --port 80 --log-config chromadb/log_config.yml"
+      path = "./Dockerfile"
+    }
+  }
+}
+
+output "service_id" {
+  value = render_service.chroma.id
+}
+
+output "instance_url" {
+  value = render_service.chroma.web_service_details.url
+}
+
+output "chroma_auth_token" {
+  value     = random_password.chroma_token.result
+  sensitive = true
+}

examples/deployments/render-terraform/sqlite_version.patch

@@ -0,0 +1,29 @@
+diff --git a/chromadb/__init__.py b/chromadb/__init__.py
+index 0ff5244a..450aaf0d 100644
+--- a/chromadb/__init__.py
++++ b/chromadb/__init__.py
+@@ -55,21 +55,9 @@ except ImportError:
+     IN_COLAB = False
+
+ if sqlite3.sqlite_version_info < (3, 35, 0):
+-    if IN_COLAB:
+-        # In Colab, hotswap to pysqlite-binary if it's too old
+-        import subprocess
+-        import sys
+-
+-        subprocess.check_call(
+-            [sys.executable, "-m", "pip", "install", "pysqlite3-binary"]
+-        )
+-        __import__("pysqlite3")
+-        sys.modules["sqlite3"] = sys.modules.pop("pysqlite3")
+-    else:
+-        raise RuntimeError(
+-            "\033[91mYour system has an unsupported version of sqlite3. Chroma requires sqlite3 >= 3.35.0.\033[0m\n"
+-            "\033[94mPlease visit https://docs.trychroma.com/troubleshooting#sqlite to learn how to upgrade.\033[0m"
+-        )
++    __import__('pysqlite3')
++    import sys
++    sys.modules['sqlite3'] = sys.modules.pop('pysqlite3')
+
+
+ def configure(**kwargs) -> None:  # type: ignore

examples/deployments/render-terraform/variables.tf

@@ -0,0 +1,70 @@
+variable "chroma_image_reg_url" {
+  description = "The URL of the chroma-core image registry (e.g. docker.io/chromadb/chroma). The URL must also include the image itself without the tag."
+  type        = string
+  default     = "docker.io/chromadb/chroma"
+}
+
+variable "chroma_release" {
+  description = "The chroma release to deploy"
+  type        = string
+  default     = "0.4.13"
+}
+
+variable "region" {
+  type    = string
+  default = "oregon"
+}
+
+variable "render_plan" {
+  default     = "starter"
+  description = "The Render plan to use. This determines the size of the machine. NOTE: Terraform Render provider uses Render's API which requires at least starter plan."
+  type = string
+}
+
+variable "enable_auth" {
+  description = "Enable authentication"
+  type        = bool
+  default     = true // or false depending on your needs
+}
+
+variable "auth_type" {
+  description = "Authentication type"
+  type        = string
+  default     = "token" // or token depending on your needs
+  validation {
+    condition     = contains([ "token"], var.auth_type)
+    error_message = "Only token is supported as auth type"
+  }
+}
+
+resource "random_password" "chroma_token" {
+  length  = 32
+  special = false
+  lower   = true
+  upper   = true
+}
+
+
+locals {
+  token_auth_credentials = {
+    token = random_password.chroma_token.result
+  }
+}
+
+variable "chroma_data_volume_size" {
+  description = "The size of the attached data volume in GB."
+  type        = number
+  default     = 20
+}
+
+variable "chroma_data_volume_device_name" {
+  default     = "chroma-disk-0"
+  description = "The device name of the chroma data volume"
+  type        = string
+}
+
+variable "chroma_data_volume_mount_path" {
+  default     = "/chroma-data"
+  description = "The mount path of the chroma data volume"
+  type        = string
+}