diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..2dce444
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,28 @@
+**/__pycache__
+**/.venv
+**/.classpath
+**/.dockerignore
+**/.env
+**/.git
+**/.gitignore
+**/.project
+**/.settings
+**/.toolstarget
+**/.vs
+**/.vscode
+**/*.*proj.user
+**/*.dbmdl
+**/*.jfm
+**/bin
+**/charts
+**/docker-compose*
+**/compose*
+**/Dockerfile*
+**/node_modules
+**/npm-debug.log
+**/obj
+**/secrets.dev.yaml
+**/values.dev.yaml
+**/.nox
+LICENSE
+.history
diff --git a/.env.example b/.env.example
new file mode 100644
index 0000000..256a76e
--- /dev/null
+++ b/.env.example
@@ -0,0 +1,2 @@
+LOG_LEVEL=DEBUG
+DIAL_URL=DIAL_URL
\ No newline at end of file
diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..8a73b42
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,14 @@
+[flake8]
+# E501 string literal is too long
+# W503 line break before binary operator
+# E203 whitespace before ':' (triggered on list slices like xs[i : i + 5])
+ignore = E501, W503, E203
+exclude =
+    .git,
+    .tmp,
+    .venv,
+    .conda,
+    .nox,
+    .pytest_cache
+    __pycache__,
+    __init__.py
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
new file mode 100644
index 0000000..7a8f93f
--- /dev/null
+++ b/.github/CODEOWNERS
@@ -0,0 +1,2 @@
+* @adubovik
+/.github/ @nepalevov @alexey-ban
\ No newline at end of file
diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
new file mode 100644
index 0000000..3ba13e0
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -0,0 +1 @@
+blank_issues_enabled: false
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..85fa281
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,22 @@
+version: 2
+updates:
+  - package-ecosystem: "pip"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      day: "wednesday"
+      time: "09:00"
+    # Disable version updates, keep security updates only
+    open-pull-requests-limit: 0
+    commit-message:
+      # Prefix all commit messages with "chore: "
+      prefix: "chore"
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      day: "wednesday"
+      time: "09:00"
+    commit-message:
+      # Prefix all commit messages with "chore: "
+      prefix: "chore"
diff --git a/.github/workflows/pr-title-check.yml b/.github/workflows/pr-title-check.yml
new file mode 100644
index 0000000..c4ed1c5
--- /dev/null
+++ b/.github/workflows/pr-title-check.yml
@@ -0,0 +1,14 @@
+name: "Validate PR title"
+
+on:
+  pull_request_target:
+    types:
+      - opened
+      - edited
+      - synchronize
+
+jobs:
+  pr-title-check:
+    uses: epam/ai-dial-ci/.github/workflows/pr-title-check.yml@1.8.1
+    secrets:
+      ACTIONS_BOT_TOKEN: ${{ secrets.ACTIONS_BOT_TOKEN }}
diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
new file mode 100644
index 0000000..7edc7a9
--- /dev/null
+++ b/.github/workflows/pr.yml
@@ -0,0 +1,12 @@
+name: PR Workflow
+
+on:
+  pull_request:
+    branches: [development, release-*]
+
+jobs:
+  run_tests:
+    uses: epam/ai-dial-ci/.github/workflows/python_package_pr.yml@1.8.1
+    secrets: inherit
+    with:
+      python_version: 3.8
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..328feb8
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,12 @@
+name: Release Workflow
+
+on:
+  push:
+    branches: [development, release-*]
+
+jobs:
+  release:
+    uses: epam/ai-dial-ci/.github/workflows/python_package_release.yml@1.8.1
+    secrets: inherit
+    with:
+      python_version: 3.8
diff --git a/.github/workflows/slash-command-dispatch.yml b/.github/workflows/slash-command-dispatch.yml
new file mode 100644
index 0000000..4cb86d9
--- /dev/null
+++ b/.github/workflows/slash-command-dispatch.yml
@@ -0,0 +1,26 @@
+name: Slash Command Dispatch
+on:
+  issue_comment:
+    types: [created]
+jobs:
+  slashCommandDispatch:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Slash Command Dispatch
+        id: scd
+        uses: peter-evans/slash-command-dispatch@13bc09769d122a64f75aa5037256f6f2d78be8c4 # v4.0.0
+        with:
+          token: ${{ secrets.ACTIONS_BOT_TOKEN }}
+          reaction-token: ${{ secrets.ACTIONS_BOT_TOKEN }}
+          config: >
+            [
+              {
+                "command": "deploy-review",
+                "permission": "write",
+                "issue_type": "pull-request",
+                "repository": "epam/ai-dial-ci",
+                "static_args": [
+                  "application=${{ github.event.repository.name }}"
+                ]
+              }
+            ]
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..80c13c1
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,15 @@
+.DS_Store
+venv
+.venv
+.env
+.history
+.idea
+__pycache__
+.nox
+dist
+.vscode/launch.json
+.pytest_cache
+core-data
+core-logs
+config.json
+~*
\ No newline at end of file
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
new file mode 100644
index 0000000..a1f8dbe
--- /dev/null
+++ b/.vscode/extensions.json
@@ -0,0 +1,7 @@
+{
+    "recommendations": [
+        "ms-python.python",
+        "ms-python.black-formatter",
+        "ms-python.isort"
+    ]
+}
\ No newline at end of file
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..ab64be2
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,15 @@
+{
+  "files.trimTrailingWhitespace": true,
+  "[python]": {
+    "editor.defaultFormatter": "ms-python.black-formatter",
+    "editor.formatOnSave": true,
+    "editor.codeActionsOnSave": {
+      "source.organizeImports": "explicit"
+    },
+    "editor.tabSize": 4
+  },
+  "python.testing.pytestArgs": ["."],
+  "python.testing.unittestEnabled": false,
+  "python.testing.pytestEnabled": true,
+  "python.analysis.typeCheckingMode": "basic"
+}
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 0000000..349e1fd
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,5 @@
+# How to contribute
+
+As an open-source project in a rapidly developing field, we are open to contributions, whether it be in the form of a new feature, improved infrastructure, or better documentation.
+
+For detailed information on how to contribute, see the full [contributing documentation](https://github.com/epam/ai-dial/blob/main/CONTRIBUTING.md).
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..908e018
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,38 @@
+FROM python:3.11-alpine as builder
+
+RUN apk update && apk upgrade --no-cache libcrypto3 libssl3
+RUN apk add --no-cache alpine-sdk linux-headers
+RUN pip install poetry
+
+WORKDIR /app
+
+# Install split into two steps (the dependencies and the sources)
+# in order to leverage the Docker caching
+COPY pyproject.toml poetry.lock poetry.toml ./
+RUN poetry install --no-interaction --no-ansi --no-cache --no-root --no-directory --only main
+
+COPY . .
+RUN poetry install --no-interaction --no-ansi --no-cache --only main
+
+FROM python:3.11-alpine as server
+
+RUN apk update && apk upgrade --no-cache libcrypto3 libssl3
+
+# fix CVE-2023-52425
+RUN apk upgrade --no-cache libexpat
+
+WORKDIR /app
+
+# Copy the sources and virtual env. No poetry.
+RUN adduser -u 1001 --disabled-password --gecos "" appuser
+COPY --chown=appuser --from=builder /app .
+
+COPY ./scripts/docker_entrypoint.sh /docker_entrypoint.sh
+RUN chmod +x /docker_entrypoint.sh
+
+EXPOSE 5000
+
+USER appuser
+ENTRYPOINT ["/docker_entrypoint.sh"]
+
+CMD uvicorn aidial_adapter_dial.app:app --host 0.0.0.0 --port 5000 --timeout-keep-alive ${TIMEOUT_KEEP_ALIVE:-5}
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..81911d8
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright 2023 EPAM Systems, Inc.
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..7c0ce85
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,49 @@
+PORT ?= 5001
+IMAGE_NAME ?= ai-dial-adapter-dial
+PLATFORM ?= linux/amd64
+DEV_PYTHON ?= 3.11
+ARGS=
+
+.PHONY: all install build serve clean lint format test integration_tests docker_build docker_run
+
+all: build
+
+install:
+	poetry env use python$(DEV_PYTHON)
+	poetry install
+
+build: install
+	poetry build
+
+serve: install
+	poetry run uvicorn "aidial_adapter_dial.app:app" --reload --host "0.0.0.0" --port $(PORT) --workers=1 --env-file ./.env
+
+clean:
+	poetry run clean
+	poetry env remove --all
+
+lint: install
+	poetry run nox -s lint
+
+format: install
+	poetry run nox -s format
+
+test: install
+	poetry run nox -s test -- $(ARGS)
+
+docker_serve:
+	docker build --platform $(PLATFORM) -t $(IMAGE_NAME):dev .
+	docker run --platform $(PLATFORM) --env-file ./.env --rm -p $(PORT):5000 $(IMAGE_NAME):dev
+
+help:
+	@echo '===================='
+	@echo 'build                        - build the source and wheels archives'
+	@echo 'clean                        - clean virtual env and build artifacts'
+	@echo '-- LINTING --'
+	@echo 'format                       - run code formatters'
+	@echo 'lint                         - run linters'
+	@echo '-- RUN --'
+	@echo 'serve                        - run the dev server locally'
+	@echo 'docker_serve                 - run the dev server from the docker'
+	@echo '-- TESTS --'
+	@echo 'test                         - run tests'
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..93c8d6e
--- /dev/null
+++ b/README.md
@@ -0,0 +1,102 @@
+# OpenAI Adapter DIAL
+
+## Overview
+
+The project implements application which adapts calls from one DIAL Core to calls to another DIAL Core.
+
+Useful for local DIAL development against remote DIAL Core.
+See the [example](./docker-compose/local/README.md) of such a setup.
+
+## Developer environment
+
+This project uses [Python>=3.11](https://www.python.org/downloads/) and [Poetry>=1.6.1](https://python-poetry.org/) as a dependency manager.
+
+Check out Poetry's [documentation on how to install it](https://python-poetry.org/docs/#installation) on your system before proceeding.
+
+To install requirements:
+
+```sh
+poetry install
+```
+
+This will install all requirements for running the package, linting, formatting and tests.
+
+### IDE configuration
+
+The recommended IDE is [VSCode](https://code.visualstudio.com/).
+Open the project in VSCode and install the recommended extensions.
+
+The VSCode is configured to use PEP-8 compatible formatter [Black](https://black.readthedocs.io/en/stable/index.html).
+
+Alternatively you can use [PyCharm](https://www.jetbrains.com/pycharm/).
+
+Set-up the Black formatter for PyCharm [manually](https://black.readthedocs.io/en/stable/integrations/editors.html#pycharm-intellij-idea) or
+install PyCharm>=2023.2 with [built-in Black support](https://blog.jetbrains.com/pycharm/2023/07/2023-2/#black).
+
+## Run
+
+Run the development server:
+
+```sh
+make serve
+```
+
+### Make on Windows
+
+As of now, Windows distributions do not include the make tool. To run make commands, the tool can be installed using
+the following command (since [Windows 10](https://learn.microsoft.com/en-us/windows/package-manager/winget/)):
+
+```sh
+winget install GnuWin32.Make
+```
+
+For convenience, the tool folder can be added to the PATH environment variable as `C:\Program Files (x86)\GnuWin32\bin`.
+The command definitions inside Makefile should be cross-platform to keep the development environment setup simple.
+
+## Environment Variables
+
+Copy `.env.example` to `.env` and customize it for your environment:
+
+|Variable|Default|Description|
+|---|---|---|
+|LOG_LEVEL|INFO|Log level. Use DEBUG for dev purposes and INFO in prod|
+|WEB_CONCURRENCY|1|Number of workers for the server|
+|DIAL_URL||URL of the local DIAL Core server used for development|
+
+### Docker
+
+Run the server in Docker:
+
+```sh
+make docker_serve
+```
+
+## Lint
+
+Run the linting before committing:
+
+```sh
+make lint
+```
+
+To auto-fix formatting issues run:
+
+```sh
+make format
+```
+
+## Test
+
+Run unit tests locally:
+
+```sh
+make test
+```
+
+## Clean
+
+To remove the virtual environment and build artifacts:
+
+```sh
+make clean
+```
diff --git a/SECURITY.md b/SECURITY.md
new file mode 100644
index 0000000..e956567
--- /dev/null
+++ b/SECURITY.md
@@ -0,0 +1,11 @@
+# Reporting Security Issues
+
+We take all security reports seriously. We appreciate your efforts to responsibly disclose your findings and will make every effort to acknowledge your contributions.
+
+⚠️ Please do *not* file GitHub issues for security vulnerabilities as they are public! ⚠️
+
+To report a security issue, please use the GitHub Security Advisory ["Report a Vulnerability"](https://github.com/epam/ai-dial-adapter-dial/security/advisories/new) tab. Tip: In this form, only the title and description are mandatory.
+
+We will send a response indicating the next steps in handling your report. After the initial reply to your report, we will keep you informed of the progress toward a fix and full announcement and may ask for additional information or guidance.
+
+When we receive such reports, we will investigate and subsequently address any potential vulnerabilities as quickly as possible.
diff --git a/aidial_adapter_dial/app.py b/aidial_adapter_dial/app.py
new file mode 100644
index 0000000..e766d8d
--- /dev/null
+++ b/aidial_adapter_dial/app.py
@@ -0,0 +1,186 @@
+import json
+import logging
+from urllib.parse import urlparse
+
+from aidial_sdk.telemetry.init import init_telemetry
+from aidial_sdk.telemetry.types import TelemetryConfig
+from fastapi import FastAPI, Request
+from fastapi.responses import StreamingResponse
+from openai import AsyncAzureOpenAI, AsyncStream, BaseModel, Timeout
+from openai.types import CreateEmbeddingResponse
+from openai.types.chat.chat_completion import ChatCompletion
+from openai.types.chat.chat_completion_chunk import ChatCompletionChunk
+
+from aidial_adapter_dial.transformer import AttachmentTransformer
+from aidial_adapter_dial.utils.env import get_env
+from aidial_adapter_dial.utils.exceptions import (
+    HTTPException,
+    dial_exception_decorator,
+)
+from aidial_adapter_dial.utils.log_config import configure_loggers
+from aidial_adapter_dial.utils.reflection import call_with_extra_body
+from aidial_adapter_dial.utils.sse_stream import to_openai_sse_stream
+from aidial_adapter_dial.utils.storage import FileStorage
+from aidial_adapter_dial.utils.streaming import (
+    amap_stream,
+    generate_stream,
+    map_stream,
+)
+
+app = FastAPI()
+
+init_telemetry(app, TelemetryConfig())
+configure_loggers()
+
+log = logging.getLogger(__name__)
+is_debug = log.isEnabledFor(logging.DEBUG)
+
+UPSTREAM_KEY_HEADER = "X-UPSTREAM-KEY"
+UPSTREAM_ENDPOINT_HEADER = "X-UPSTREAM-ENDPOINT"
+
+LOCAL_DIAL_URL = get_env("DIAL_URL")
+
+DEFAULT_TIMEOUT = Timeout(600, connect=10)
+
+
+def get_hostname(url: str) -> str:
+    parsed_url = urlparse(url)
+    hostname = f"{parsed_url.scheme}://{parsed_url.netloc}"
+    return hostname
+
+
+class AzureClient(BaseModel):
+    client: AsyncAzureOpenAI
+    attachment_transformer: AttachmentTransformer
+
+    class Config:
+        arbitrary_types_allowed = True
+
+    @classmethod
+    async def parse(
+        cls, request: Request, deployment_id: str, endpoint_name: str
+    ) -> "AzureClient":
+
+        body = await request.json()
+        headers = request.headers.mutablecopy()
+        query_params = request.query_params
+
+        if is_debug:
+            log.debug(f"request.body: {body}")
+            log.debug(f"request.headers: {headers}")
+            log.debug(f"request.params: {query_params}")
+
+        local_dial_api_key = headers.get("api-key", None)
+        if not local_dial_api_key:
+            raise HTTPException(
+                status_code=400,
+                message="The 'api-key' request header is missing",
+            )
+
+        remote_dial_api_key = headers.get(UPSTREAM_KEY_HEADER, None)
+        if not remote_dial_api_key:
+            raise HTTPException(
+                status_code=400,
+                message=f"The {UPSTREAM_KEY_HEADER!r} request header is missing",
+            )
+
+        upstream_endpoint = headers.get(UPSTREAM_ENDPOINT_HEADER, None)
+        if not upstream_endpoint:
+            raise HTTPException(
+                status_code=400,
+                message=f"The {UPSTREAM_ENDPOINT_HEADER!r} request header is missing",
+            )
+
+        endpoint_suffix = f"/{deployment_id}/{endpoint_name}"
+        if not upstream_endpoint.endswith(endpoint_suffix):
+            raise HTTPException(
+                status_code=400,
+                message=f"The {UPSTREAM_ENDPOINT_HEADER!r} request header must end with {endpoint_suffix!r}",
+            )
+        upstream_endpoint = upstream_endpoint.removesuffix(f"/{endpoint_name}")
+
+        client = AsyncAzureOpenAI(
+            base_url=upstream_endpoint,
+            api_key=remote_dial_api_key,
+            api_version=query_params.get("api-version"),
+            timeout=DEFAULT_TIMEOUT,
+        )
+
+        attachment_transformer = await AttachmentTransformer.create(
+            local_storage=FileStorage(
+                dial_url=LOCAL_DIAL_URL,
+                api_key=local_dial_api_key,
+            ),
+            remote_storage=FileStorage(
+                dial_url=get_hostname(upstream_endpoint),
+                api_key=remote_dial_api_key,
+            ),
+        )
+
+        return cls(
+            client=client,
+            attachment_transformer=attachment_transformer,
+        )
+
+
+@app.post("/openai/deployments/{deployment_id}/embeddings")
+@dial_exception_decorator
+async def embeddings_proxy(request: Request, deployment_id: str):
+    body = await request.json()
+    az_client = await AzureClient.parse(request, deployment_id, "embeddings")
+
+    response: CreateEmbeddingResponse = await call_with_extra_body(
+        az_client.client.embeddings.create, body
+    )
+
+    return response.to_dict()
+
+
+@app.post("/openai/deployments/{deployment_id}/chat/completions")
+@dial_exception_decorator
+async def chat_completions_proxy(request: Request, deployment_id: str):
+
+    az_client = await AzureClient.parse(
+        request, deployment_id, "chat/completions"
+    )
+
+    transformer = az_client.attachment_transformer
+
+    body = await request.json()
+    body = await transformer.modify_request(body)
+
+    if is_debug:
+        log.debug(f"request.body transformed: {body}")
+
+    response: AsyncStream[ChatCompletionChunk] | ChatCompletion = (
+        await call_with_extra_body(
+            az_client.client.chat.completions.create, body
+        )
+    )
+
+    if isinstance(response, AsyncStream):
+
+        async def modify_chunk(chunk: dict) -> dict:
+            chunk = await transformer.modify_response_chunk(chunk)
+            if is_debug:
+                log.debug(f"chunk: {json.dumps(chunk)}")
+            return chunk
+
+        chunk_stream = map_stream(lambda obj: obj.to_dict(), response)
+        return StreamingResponse(
+            to_openai_sse_stream(
+                amap_stream(modify_chunk, generate_stream(chunk_stream))
+            ),
+            media_type="text/event-stream",
+        )
+    else:
+        resp = response.to_dict()
+        resp = await transformer.modify_response(resp)
+        if is_debug:
+            log.debug(f"response: {json.dumps(resp)}")
+        return resp
+
+
+@app.get("/health")
+def health():
+    return {"status": "ok"}
diff --git a/aidial_adapter_dial/transformer.py b/aidial_adapter_dial/transformer.py
new file mode 100644
index 0000000..ba6528c
--- /dev/null
+++ b/aidial_adapter_dial/transformer.py
@@ -0,0 +1,205 @@
+import logging
+from typing import Self
+
+import aiohttp
+from pydantic import BaseModel
+
+from aidial_adapter_dial.utils.app_data import AppData
+from aidial_adapter_dial.utils.storage import FileStorage
+
+log = logging.getLogger(__name__)
+
+
+class AttachmentTransformer(BaseModel):
+    local_storage: FileStorage
+    local_bucket: str
+    local_app_data: str
+
+    remote_storage: FileStorage
+    remote_bucket: str
+
+    @classmethod
+    async def create(
+        cls, remote_storage: FileStorage, local_storage: FileStorage
+    ) -> Self:
+        async with aiohttp.ClientSession() as session:
+            local = await local_storage.get_bucket(session)
+
+            local_appdata = local.get("appdata")
+            if local_appdata is None:
+                raise ValueError(
+                    "The local appdata bucket is expected to be set"
+                )
+            local_bucket = AppData.parse(local_appdata).user_bucket
+
+            remote = await remote_storage.get_bucket(session)
+
+        return cls(
+            remote_storage=remote_storage,
+            remote_bucket=remote["bucket"],
+            local_storage=local_storage,
+            local_bucket=local_bucket,
+            local_app_data=local_appdata,
+        )
+
+    async def get_remote_url(self, local_url: str) -> str:
+        """
+        local_url:
+            - files/LOCAL_BUCKET/PATH
+        remote_url:
+            - files/REMOTE_BUCKET/LOCAL_BUCKET/PATH
+        """
+
+        local_bucket = self.local_bucket
+        remote_bucket = self.remote_bucket
+
+        if not local_url.startswith(f"files/{local_bucket}/"):
+            raise ValueError(f"Unexpected local URL: {local_url!r}")
+
+        return f"files/{remote_bucket}/{local_url.removeprefix('files/')}"
+
+    async def get_local_url(
+        self, remote_url: str, session: aiohttp.ClientSession
+    ) -> str:
+        """
+        remote_url (prefixed by files/REMOTE_BUCKET):
+            original:
+                - /PATH
+            reiterated:
+                - /LOCAL_BUCKET/PATH
+        local_url (try with files/LOCAL_BUCKET/, otherwise with files/LOCAL_BUCKET/appdata/THIS_APP_NAME/):
+            original:
+                - /PATH
+            reiterated:
+                - /PATH
+        """
+
+        remote_bucket = self.remote_bucket
+
+        if not remote_url.startswith(f"files/{remote_bucket}/"):
+            raise ValueError(f"Unexpected remote URL: {remote_url!r}")
+
+        remote_url = remote_url.removeprefix(f"files/{remote_bucket}/")
+        remote_url = remote_url.removeprefix(f"{self.local_bucket}/")
+
+        local_url = f"files/{self.local_bucket}/{remote_url}"
+        if await self.local_storage.is_accessible(local_url, session):
+            return local_url
+
+        local_url = f"files/{self.local_app_data}/{remote_url}"
+        if await self.local_storage.is_accessible(local_url, session):
+            return local_url
+
+        raise ValueError(
+            f"Can't find the local URL for the remote URL: {remote_url!r}"
+        )
+
+    async def upload_and_download_file(
+        self,
+        src_storage: FileStorage,
+        src_url: str,
+        dest_storage: FileStorage,
+        dest_url: str,
+        content_type: str | None,
+        session: aiohttp.ClientSession,
+    ):
+        content = await src_storage.download(src_url, session)
+        await dest_storage.upload(dest_url, content_type, content, session)
+
+    async def modify_request_attachment(self, attachment: dict) -> None:
+        if "url" not in attachment:
+            return None
+
+        local_url = self.local_storage.to_dial_url(attachment["url"])
+        if local_url is None:
+            return None
+
+        remote_url = await self.get_remote_url(local_url)
+        content_type = attachment.get("type")
+
+        async with aiohttp.ClientSession() as session:
+            await self.upload_and_download_file(
+                self.local_storage,
+                local_url,
+                self.remote_storage,
+                remote_url,
+                content_type,
+                session,
+            )
+
+        attachment["url"] = remote_url
+
+        log.debug(
+            f"uploaded from local to remote: from {local_url!r} to {remote_url!r}"
+        )
+
+    async def modify_response_attachment(self, attachment: dict) -> None:
+        if "url" not in attachment:
+            return None
+
+        remote_url = self.remote_storage.to_dial_url(attachment["url"])
+        if remote_url is None:
+            return None
+
+        async with aiohttp.ClientSession() as session:
+            local_url = await self.get_local_url(remote_url, session)
+            content_type = attachment.get("type")
+
+            await self.upload_and_download_file(
+                self.remote_storage,
+                remote_url,
+                self.local_storage,
+                local_url,
+                content_type,
+                session,
+            )
+            attachment["url"] = local_url
+
+            log.debug(
+                f"uploaded from remote to local: from {remote_url!r} to {local_url!r}"
+            )
+
+    async def modify_request(self, request: dict) -> dict:
+        if "messages" in request:
+            messages = request["messages"]
+            for message in messages:
+                await self.modify_message(
+                    message, self.modify_request_attachment
+                )
+        return request
+
+    async def modify_message(self, message: dict, modify_attachment) -> None:
+        cc = message.get("custom_content")
+        if cc is None:
+            return
+        attachments = cc.get("attachments")
+        if attachments is None:
+            return
+        for attachment in attachments:
+            await modify_attachment(attachment)
+
+    async def modify_response_chunk(self, response: dict) -> dict:
+        choices = response.get("choices")
+        if choices is None:
+            return response
+
+        for choice in choices:
+            if "delta" in choice:
+                await self.modify_message(
+                    choice["delta"], self.modify_response_attachment
+                )
+
+        return response
+
+    async def modify_response(self, response: dict) -> dict:
+        choices = response.get("choices")
+        if choices is None:
+            return response
+
+        for choice in choices:
+            if "message" in choice:
+                await self.modify_message(
+                    choice["message"], self.modify_response_attachment
+                )
+
+        return response
diff --git a/aidial_adapter_dial/utils/app_data.py b/aidial_adapter_dial/utils/app_data.py
new file mode 100644
index 0000000..018c404
--- /dev/null
+++ b/aidial_adapter_dial/utils/app_data.py
@@ -0,0 +1,18 @@
+import re
+from typing import Self
+
+from pydantic import BaseModel
+
+
+class AppData(BaseModel):
+    user_bucket: str
+    app_name: str
+
+    @classmethod
+    def parse(cls, appdata: str) -> Self:
+        match = re.match(r"^(.+)/appdata/(.+)$", appdata)
+        if not match:
+            raise ValueError("Invalid appdata format")
+
+        user_bucket, app_name = match.groups()
+        return cls(user_bucket=user_bucket, app_name=app_name)
diff --git a/aidial_adapter_dial/utils/env.py b/aidial_adapter_dial/utils/env.py
new file mode 100644
index 0000000..571319c
--- /dev/null
+++ b/aidial_adapter_dial/utils/env.py
@@ -0,0 +1,15 @@
+import os
+from typing import Optional
+
+
+def get_env(name: str, err_msg: Optional[str] = None) -> str:
+    if name in os.environ:
+        val = os.environ.get(name)
+        if val is not None:
+            return val
+
+    raise Exception(err_msg or f"{name} env variable is not set")
+
+
+def get_env_bool(name: str, default: bool = False) -> bool:
+    return os.getenv(name, str(default)).lower() == "true"
diff --git a/aidial_adapter_dial/utils/exceptions.py b/aidial_adapter_dial/utils/exceptions.py
new file mode 100644
index 0000000..8c09d4c
--- /dev/null
+++ b/aidial_adapter_dial/utils/exceptions.py
@@ -0,0 +1,124 @@
+import logging
+from functools import wraps
+from typing import Optional
+
+from fastapi import HTTPException as FastAPIException
+from openai import APIConnectionError, APIStatusError, APITimeoutError
+
+log = logging.getLogger(__name__)
+
+
+class HTTPException(Exception):
+    def __init__(
+        self,
+        message: str,
+        status_code: int = 500,
+        type: str = "runtime_error",
+        param: Optional[str] = None,
+        code: Optional[str] = None,
+        display_message: Optional[str] = None,
+    ) -> None:
+        self.message = message
+        self.status_code = status_code
+        self.type = type
+        self.param = param
+        self.code = code
+        self.display_message = display_message
+
+    def __repr__(self):
+        return (
+            "%s(message=%r, status_code=%r, type=%r, param=%r, code=%r, display_message=%r)"
+            % (
+                self.__class__.__name__,
+                self.message,
+                self.status_code,
+                self.type,
+                self.param,
+                self.code,
+                self.display_message,
+            )
+        )
+
+
+def remove_nones(d: dict) -> dict:
+    return {k: v for k, v in d.items() if v is not None}
+
+
+def create_error(
+    message: str,
+    type: Optional[str] = None,
+    param: Optional[str] = None,
+    code: Optional[str] = None,
+    display_message: Optional[str] = None,
+):
+    return {
+        "error": remove_nones(
+            {
+                "message": message,
+                "type": type,
+                "param": param,
+                "code": code,
+                "display_message": display_message,
+            }
+        )
+    }
+
+
+def to_dial_exception(e: Exception) -> HTTPException | FastAPIException:
+    if isinstance(e, APIStatusError):
+        r = e.response
+        return FastAPIException(
+            detail=r.json(),
+            status_code=r.status_code,
+            headers=dict(r.headers),
+        )
+
+    if isinstance(e, APITimeoutError):
+        return HTTPException("Request timed out", 504, "timeout")
+
+    if isinstance(e, APIConnectionError):
+        return HTTPException(
+            "Error communicating with OpenAI", 502, "connection"
+        )
+
+    if isinstance(e, HTTPException):
+        return e
+
+    return HTTPException(
+        status_code=500,
+        type="internal_server_error",
+        message=str(e),
+        code=None,
+        param=None,
+    )
+
+
+def to_starlette_exception(
+    e: HTTPException | FastAPIException,
+) -> FastAPIException:
+    if isinstance(e, FastAPIException):
+        return e
+
+    return FastAPIException(
+        status_code=e.status_code,
+        detail=create_error(
+            message=e.message,
+            type=e.type,
+            param=e.param,
+            code=e.code,
+            display_message=e.display_message,
+        ),
+    )
+
+
+def dial_exception_decorator(func):
+    @wraps(func)
+    async def wrapper(*args, **kwargs):
+        try:
+            return await func(*args, **kwargs)
+        except Exception as e:
+            log.exception(e)
+            dial_exception = to_dial_exception(e)
+            raise to_starlette_exception(dial_exception) from e
+
+    return wrapper
diff --git a/aidial_adapter_dial/utils/log_config.py b/aidial_adapter_dial/utils/log_config.py
new file mode 100644
index 0000000..c9fc81b
--- /dev/null
+++ b/aidial_adapter_dial/utils/log_config.py
@@ -0,0 +1,50 @@
+import logging
+import os
+import re
+import sys
+from logging import Filter, LogRecord
+
+from uvicorn.logging import DefaultFormatter
+
+LOG_LEVEL = os.getenv("LOG_LEVEL", "INFO")
+
+
+class HealthCheckFilter(Filter):
+    def filter(self, record: LogRecord):
+        return not re.search(r"(\s+)/health(\s+)", record.getMessage())
+
+
+def configure_loggers():
+    # Making the uvicorn logger delegate logging to the root logger
+    uvicorn_logger = logging.getLogger("uvicorn")
+    uvicorn_logger.handlers = []
+    uvicorn_logger.propagate = True
+
+    # Filter out health check requests from uvicorn logs
+    logging.getLogger("uvicorn.access").addFilter(HealthCheckFilter())
+
+    # Setting up log levels
+    for name in ["aidial_adapter_dial", "uvicorn"]:
+        logging.getLogger(name).setLevel(LOG_LEVEL)
+
+    # Configuring the root logger
+    root = logging.getLogger()
+    root.setLevel(LOG_LEVEL)
+
+    root_has_stderr_handler = any(
+        isinstance(handler, logging.StreamHandler)
+        and handler.stream == sys.stderr
+        for handler in root.handlers
+    )
+
+    # If stderr handler is already set, then no need to add another one
+    if not root_has_stderr_handler:
+        formatter = DefaultFormatter(
+            fmt="%(levelprefix)s | %(asctime)s | %(name)s | %(process)d | %(message)s",
+            datefmt="%Y-%m-%d %H:%M:%S",
+            use_colors=True,
+        )
+
+        handler = logging.StreamHandler(sys.stderr)
+        handler.setFormatter(formatter)
+        root.addHandler(handler)
diff --git a/aidial_adapter_dial/utils/reflection.py b/aidial_adapter_dial/utils/reflection.py
new file mode 100644
index 0000000..6366789
--- /dev/null
+++ b/aidial_adapter_dial/utils/reflection.py
@@ -0,0 +1,45 @@
+import inspect
+from typing import Any, Callable, Coroutine, TypeVar
+
+from aidial_adapter_dial.utils.exceptions import HTTPException
+
+T = TypeVar("T")
+
+
+async def call_with_extra_body(
+    func: Callable[..., Coroutine[Any, Any, T]], arg: dict
+) -> T:
+    if has_kwargs_argument(func):
+        return await func(**arg)
+
+    expected_args = set(inspect.signature(func).parameters.keys())
+    actual_args = set(arg.keys())
+
+    extra_args = actual_args - expected_args
+
+    if extra_args and "extra_body" not in expected_args:
+        raise HTTPException(
+            f"Unrecognized request argument supplied: {extra_args}.",
+            400,
+            "invalid_request_error",
+        )
+
+    arg["extra_body"] = arg.get("extra_body") or {}
+
+    for extra_arg in extra_args:
+        arg["extra_body"][extra_arg] = arg[extra_arg]
+        del arg[extra_arg]
+
+    return await func(**arg)
+
+
+def has_kwargs_argument(func: Callable[..., Coroutine[Any, Any, Any]]) -> bool:
+    """
+    Determines if the given function accepts a variable keyword argument (**kwargs).
+    """
+    signature = inspect.signature(func)
+    for param in signature.parameters.values():
+        if param.kind == inspect.Parameter.VAR_KEYWORD:
+            print(param)
+            return True
+    return False
diff --git a/aidial_adapter_dial/utils/sse_stream.py b/aidial_adapter_dial/utils/sse_stream.py
new file mode 100644
index 0000000..671197f
--- /dev/null
+++ b/aidial_adapter_dial/utils/sse_stream.py
@@ -0,0 +1,62 @@
+import json
+from typing import Any, AsyncIterator, Mapping
+
+from aidial_adapter_dial.utils.exceptions import create_error
+
+DATA_PREFIX = "data: "
+OPENAI_END_MARKER = "[DONE]"
+
+
+def format_chunk(data: str | Mapping[str, Any]) -> str:
+    if isinstance(data, str):
+        return DATA_PREFIX + data.strip() + "\n\n"
+    else:
+        return DATA_PREFIX + json.dumps(data, separators=(",", ":")) + "\n\n"
+
+
+END_CHUNK = format_chunk(OPENAI_END_MARKER)
+
+
+async def parse_openai_sse_stream(
+    stream: AsyncIterator[bytes],
+) -> AsyncIterator[dict]:
+    async for line in stream:
+        try:
+            payload = line.decode("utf-8-sig").lstrip()  # type: ignore
+        except Exception:
+            yield create_error(
+                message="Can't decode chunk to a string", type="runtime_error"
+            )
+            return
+
+        if payload.strip() == "":
+            continue
+
+        if not payload.startswith(DATA_PREFIX):
+            yield create_error(
+                message="Invalid chunk format", type="runtime_error"
+            )
+            return
+
+        payload = payload[len(DATA_PREFIX) :]
+
+        if payload.strip() == OPENAI_END_MARKER:
+            break
+
+        try:
+            chunk = json.loads(payload)
+        except json.JSONDecodeError:
+            yield create_error(
+                message="Can't parse chunk to JSON", type="runtime_error"
+            )
+            return
+
+        yield chunk
+
+
+async def to_openai_sse_stream(
+    stream: AsyncIterator[dict],
+) -> AsyncIterator[str]:
+    async for chunk in stream:
+        yield format_chunk(chunk)
+    yield END_CHUNK
diff --git a/aidial_adapter_dial/utils/storage.py b/aidial_adapter_dial/utils/storage.py
new file mode 100644
index 0000000..5442c46
--- /dev/null
+++ b/aidial_adapter_dial/utils/storage.py
@@ -0,0 +1,169 @@
+import io
+import logging
+import mimetypes
+from typing import Mapping, Optional, TypedDict
+from urllib.parse import urljoin
+
+import aiohttp
+from pydantic import BaseModel
+
+log = logging.getLogger(__name__)
+
+
+class FileMetadata(TypedDict):
+    name: str
+    parentPath: str
+    bucket: str
+    url: str
+
+
+class Bucket(TypedDict):
+    bucket: str
+    appdata: str | None  # Users do not have appdata
+
+
+class AccessDeniedError(Exception):
+    def __init__(self, url: str):
+        super().__init__(f"Access denied: {url!r}")
+        self.url = url
+
+
+class FileStorage(BaseModel):
+    dial_url: str
+    api_key: str
+
+    bucket: Optional[Bucket] = None
+
+    @property
+    def headers(self) -> Mapping[str, str]:
+        return {"api-key": self.api_key}
+
+    async def get_bucket(self, session: aiohttp.ClientSession) -> Bucket:
+        if self.bucket is not None:
+            return self.bucket
+
+        log.debug(f"retrieving bucket for {self.dial_url!r}")
+
+        async with session.get(
+            f"{self.dial_url}/v1/bucket",
+            headers=self.headers,
+        ) as response:
+            response.raise_for_status()
+            bucket = await response.json()
+            self.bucket = bucket
+            log.debug(f"bucket: {self.bucket}")
+            return bucket
+
+    @staticmethod
+    def _to_form_data(
+        filename: str, content_type: str | None, content: bytes
+    ) -> aiohttp.FormData:
+        data = aiohttp.FormData()
+        data.add_field(
+            "file",
+            io.BytesIO(content),
+            filename=filename,
+            content_type=content_type,
+        )
+        return data
+
+    async def is_accessible(
+        self, url: str, session: aiohttp.ClientSession
+    ) -> bool:
+        try:
+            await self._get_metadata(url, session)
+        except AccessDeniedError:
+            log.debug(f"file isn't accessible: url={url!r}")
+            return False
+        finally:
+            log.debug(f"file is accessible: url={url!r}")
+            return True
+
+    def to_metadata_url(self, url: str) -> str:
+        """
+        The file metadata URL given url like: files/BUCKET/foo/baz/document.pdf
+        """
+        metadata_url = f"{self.dial_url}/v1/metadata/"
+        return urljoin(metadata_url, url, allow_fragments=True)
+
+    async def _get_metadata(
+        self,
+        url: str,
+        session: aiohttp.ClientSession,
+    ) -> dict:
+        metadata_url = self.to_metadata_url(url)
+
+        log.debug(f"retrieving metadata: file={url!r}, url={metadata_url!r}")
+
+        async with session.get(metadata_url, headers=self.headers) as response:
+            if not response.ok:
+                match response.status:
+                    case 403:
+                        raise AccessDeniedError(url)
+                    case _:
+                        response.raise_for_status()
+
+            metadata = await response.json()
+
+            log.debug(
+                f"retrieved metadata: file={url!r}, url={metadata_url!r}, metadata={metadata}"
+            )
+
+            return metadata
+
+    async def upload_file(
+        self,
+        filename: str,
+        content_type: str | None,
+        content: bytes,
+        session: aiohttp.ClientSession,
+    ) -> FileMetadata:
+        bucket = await self.get_bucket(session)
+        appdata = bucket["appdata"]
+        ext = (content_type and mimetypes.guess_extension(content_type)) or ""
+        url = f"{self.dial_url}/v1/files/{appdata}/{filename}{ext}"
+        return await self.upload(url, content_type, content, session)
+
+    async def upload(
+        self,
+        url: str,
+        content_type: str | None,
+        content: bytes,
+        session: aiohttp.ClientSession,
+    ) -> FileMetadata:
+        if self.to_dial_url(url) is None:
+            raise ValueError(f"URL isn't DIAL url: {url!r}")
+        url = self.to_abs_url(url)
+
+        data = FileStorage._to_form_data(url, content_type, content)
+        async with session.put(
+            url=url,
+            data=data,
+            headers=self.headers,
+        ) as response:
+            response.raise_for_status()
+            meta = await response.json()
+            log.debug(f"uploaded file: url={url!r}, metadata={meta}")
+            return meta
+
+    def to_dial_url(self, link: str) -> str | None:
+        url = self.to_abs_url(link)
+        base_url = f"{self.dial_url}/v1/"
+        if url.startswith(base_url):
+            return url.removeprefix(base_url)
+        return None
+
+    def to_abs_url(self, link: str) -> str:
+        base_url = f"{self.dial_url}/v1/"
+        ret = urljoin(base_url, link)
+        return ret
+
+    async def download(self, url: str, session: aiohttp.ClientSession) -> bytes:
+        if self.to_dial_url(url) is None:
+            raise ValueError(f"URL isn't DIAL url: {url!r}")
+        url = self.to_abs_url(url)
+
+        async with aiohttp.ClientSession() as session:
+            async with session.get(url, headers=self.headers) as response:
+                response.raise_for_status()
+                return await response.read()
diff --git a/aidial_adapter_dial/utils/streaming.py b/aidial_adapter_dial/utils/streaming.py
new file mode 100644
index 0000000..c845fec
--- /dev/null
+++ b/aidial_adapter_dial/utils/streaming.py
@@ -0,0 +1,51 @@
+import logging
+from typing import AsyncIterator, Awaitable, Callable, Optional, TypeVar
+
+from openai import APIError
+
+from aidial_adapter_dial.utils.exceptions import create_error
+
+log = logging.getLogger(__name__)
+
+
+async def generate_stream(stream: AsyncIterator[dict]) -> AsyncIterator[dict]:
+    try:
+        async for chunk in stream:
+            yield chunk
+    except APIError as e:
+        log.error(f"error during steaming: {e.body}")
+
+        display_message = None
+        if e.body is not None and isinstance(e.body, dict):
+            display_message = e.body.get("display_message", None)
+
+        yield create_error(
+            message=e.message,
+            type=e.type,
+            param=e.param,
+            code=e.code,
+            display_message=display_message,
+        )
+        return
+
+
+T = TypeVar("T")
+V = TypeVar("V")
+
+
+async def map_stream(
+    func: Callable[[T], Optional[V]], iterator: AsyncIterator[T]
+) -> AsyncIterator[V]:
+    async for item in iterator:
+        new_item = func(item)
+        if new_item is not None:
+            yield new_item
+
+
+async def amap_stream(
+    func: Callable[[T], Awaitable[Optional[V]]], iterator: AsyncIterator[T]
+) -> AsyncIterator[V]:
+    async for item in iterator:
+        new_item = await func(item)
+        if new_item is not None:
+            yield new_item
diff --git a/docker-compose/generate-config/app.py b/docker-compose/generate-config/app.py
new file mode 100644
index 0000000..073ca97
--- /dev/null
+++ b/docker-compose/generate-config/app.py
@@ -0,0 +1,287 @@
+import os
+import re
+import sys
+from typing import Any, Dict, List, Literal, Optional
+from urllib.parse import urlparse, urlunparse
+
+import httpx
+import typer
+from config import CoreConfig
+from dotenv import load_dotenv
+from pydantic import BaseModel as PydanticBaseModel
+
+
+class BaseModel(PydanticBaseModel):
+    class Config:
+        extra = "allow"
+
+
+class Pricing(BaseModel):
+    unit: str
+    prompt: Optional[str] = None
+    completion: Optional[str] = None
+
+
+class Limits(BaseModel):
+    max_total_tokens: Optional[int] = None
+    max_prompt_tokens: Optional[int] = None
+    max_completion_tokens: Optional[int] = None
+
+
+class Capabilities(BaseModel):
+    scale_types: List[str]
+    completion: bool
+    chat_completion: bool
+    embeddings: bool
+    fine_tune: bool
+    inference: bool
+
+
+class Features(BaseModel):
+    rate: bool
+    tokenize: bool
+    truncate_prompt: bool
+    configuration: bool
+    system_prompt: bool
+    tools: bool
+    seed: bool
+    url_attachments: bool
+    folder_attachments: bool
+
+
+class Data(BaseModel):
+    id: str
+    model: Optional[str] = None
+    display_name: Optional[str] = None
+    icon_url: Optional[str] = None
+    owner: str
+    object: str
+    status: str
+    created_at: int
+    updated_at: int
+    features: Features
+    defaults: Optional[Dict[str, Any]] = None
+    lifecycle_status: Optional[str] = None
+    capabilities: Optional[Capabilities] = None
+    limits: Optional[Limits] = None
+    pricing: Optional[Pricing] = None
+    tokenizer_model: Optional[str] = None
+    display_version: Optional[str] = None
+    description: Optional[str] = None
+    input_attachment_types: Optional[List[str]] = None
+    max_input_attachments: Optional[int] = None
+
+
+class RootObject(BaseModel):
+    data: List[Data]
+    object: str
+
+
+def get_env(name: str) -> str:
+    value = os.getenv(name)
+    if value is None:
+        raise ValueError(f"Environment variable {name!r} is not set")
+    return value
+
+
+def print_info(*args, **kwargs):
+    print(*args, **kwargs, file=sys.stderr)
+
+
+def modify_url(
+    original_url: str, new_scheme: str, new_hostname: str, new_port: int
+) -> str:
+    parsed_url = urlparse(original_url)
+    new_netloc = f"{new_hostname}:{new_port}" if new_port else new_hostname
+    modified_url = parsed_url._replace(scheme=new_scheme, netloc=new_netloc)
+    return urlunparse(modified_url)
+
+
+load_dotenv()
+REMOTE_DIAL_URL = get_env("REMOTE_DIAL_URL")
+REMOTE_DIAL_API_KEY = get_env("REMOTE_DIAL_API_KEY")
+
+app = typer.Typer()
+
+
+@app.command()
+def main(
+    local_app_port: Optional[int] = None,
+    deployment_id_regex: Optional[str] = None,
+):
+    regex: re.Pattern | None = None
+    if deployment_id_regex is not None:
+        regex = re.compile(deployment_id_regex, re.IGNORECASE)
+
+    headers = {"api-key": REMOTE_DIAL_API_KEY}
+    models_url = f"{REMOTE_DIAL_URL}/openai/models"
+    applications_url = f"{REMOTE_DIAL_URL}/openai/applications"
+
+    config = CoreConfig(
+        {
+            "routes": {},
+            "keys": {
+                "dial_api_key": {
+                    "project": "TEST-PROJECT",
+                    "role": "default",
+                }
+            },
+        }
+    )
+
+    with httpx.Client() as client:
+        response = client.get(models_url, headers=headers)
+        models = RootObject.parse_obj(response.json())
+        process_data(
+            REMOTE_DIAL_URL,
+            REMOTE_DIAL_API_KEY,
+            models.data,
+            config,
+            "models",
+            regex,
+        )
+
+        response = client.get(applications_url, headers=headers)
+        applications = RootObject.parse_obj(response.json())
+        process_data(
+            REMOTE_DIAL_URL,
+            REMOTE_DIAL_API_KEY,
+            applications.data,
+            config,
+            "applications",
+            regex,
+        )
+
+        if local_app_port is not None:
+            config.add_application(
+                "local-application",
+                {
+                    "displayName": "Locally hosted application",
+                    "endpoint": f"http://host.docker.internal:{local_app_port}/openai/deployments/app/chat/completions",
+                    "forwardAuthToken": True,
+                    # Enable all kinds of attachments by default.
+                    # The user will remove the ones that are not applicable.
+                    "inputAttachmentTypes": ["*/*"],
+                    "features": {
+                        "urlAttachmentsSupported": True,
+                        "folderAttachmentsSupported": True,
+                    },
+                },
+            )
+
+    config.print()
+
+
+def process_data(
+    upstream_base: str,
+    upstream_key: str,
+    data: List[Data],
+    config: CoreConfig,
+    key: Literal["models", "applications"],
+    regex: Optional[re.Pattern] = None,
+):
+    data = [
+        item
+        for item in data
+        if item.capabilities is None
+        or item.capabilities.chat_completion
+        or item.capabilities.embeddings
+    ]
+
+    n = len(data)
+    print_info(f"\n{key} [{n}]:")
+
+    for idx, item in enumerate(data, start=1):
+        is_chat_model = (
+            item.capabilities is None or item.capabilities.chat_completion
+        )
+
+        model_type = "chat" if is_chat_model else "embedding"
+
+        endpoint = "chat/completions" if is_chat_model else "embeddings"
+
+        if regex is not None and not regex.search(item.id):
+            continue
+
+        name = item.display_name or "NONAME"
+        if item.display_version:
+            name += f" ({item.display_version})"
+
+        print_info(f"  {idx:>3}. {model_type:<10}. {item.id:<30}: {name}")
+
+        endpoint_base = f"http://adapter-dial:5000/openai/deployments/{item.id}"
+
+        icon_url = item.icon_url
+        if icon_url is not None:
+            icon_url = modify_url(icon_url, "http", "localhost", 3001)
+
+        model = {
+            "type": model_type,
+            "displayName": item.display_name,
+            "displayVersion": item.display_version,
+            "description": item.description,
+            "tokenizerModel": item.tokenizer_model,
+            "iconUrl": icon_url,
+            "endpoint": f"{endpoint_base}/{endpoint}",
+            "forwardAuthToken": True,
+            "upstreams": [
+                {
+                    "endpoint": f"{upstream_base}/openai/deployments/{item.id}/{endpoint}",
+                    "key": upstream_key,
+                }
+            ],
+            "features": {
+                "rateEndpoint": (
+                    f"{endpoint_base}/rate" if item.features.rate else None
+                ),
+                "tokenizeEndpoint": (
+                    f"{endpoint_base}/tokenize"
+                    if item.features.tokenize
+                    else None
+                ),
+                "truncatePromptEndpoint": (
+                    f"{endpoint_base}/truncate_prompt"
+                    if item.features.truncate_prompt
+                    else None
+                ),
+                "configurationEndpoint": (
+                    f"{endpoint_base}/configuration"
+                    if item.features.configuration
+                    else None
+                ),
+                "systemPromptSupported": item.features.system_prompt,
+                "toolsSupported": item.features.tools,
+                "seedSupported": item.features.seed,
+                "urlAttachmentsSupported": item.features.url_attachments,
+                "folderAttachmentsSupported": item.features.folder_attachments,
+            },
+            "maxInputAttachments": item.max_input_attachments,
+            "inputAttachmentTypes": item.input_attachment_types,
+            "defaults": item.defaults,
+            "limits": {
+                "maxPromptTokens": (
+                    item.limits.max_prompt_tokens if item.limits else None
+                ),
+                "maxTotalTokens": (
+                    item.limits.max_total_tokens if item.limits else None
+                ),
+                "maxCompletionTokens": (
+                    item.limits.max_completion_tokens if item.limits else None
+                ),
+            },
+            "pricing": {
+                "unit": item.pricing.unit if item.pricing else None,
+                "prompt": item.pricing.prompt if item.pricing else None,
+                "completion": (
+                    item.pricing.completion if item.pricing else None
+                ),
+            },
+        }
+
+        # Note that even applications are declared as models,
+        # because only models have "upstreams" property.
+        config.add_model(item.id, model)
+
+
+if __name__ == "__main__":
+    typer.run(main)
diff --git a/docker-compose/generate-config/config.py b/docker-compose/generate-config/config.py
new file mode 100644
index 0000000..c7b1906
--- /dev/null
+++ b/docker-compose/generate-config/config.py
@@ -0,0 +1,74 @@
+import json
+from typing import Any, List
+
+
+def set_at_path(obj: dict, keys: List[str], value: Any) -> None:
+    assert isinstance(obj, dict)
+
+    key = keys[0]
+    rest = keys[1:]
+
+    if len(keys) == 1:
+        obj[key] = value
+        return
+
+    if key not in obj:
+        obj[key] = {}
+
+    set_at_path(obj[key], rest, value)
+
+
+def get_at_path(obj: dict, keys: List[str]) -> Any:
+    assert isinstance(obj, dict)
+
+    key = keys[0]
+    rest = keys[1:]
+
+    if key not in obj:
+        obj[key] = {}
+
+    if len(keys) == 1:
+        return obj[key]
+
+    return get_at_path(obj[key], rest)
+
+
+def cleanup(obj):
+    """Remove None values and empty dictionaries from the object recursively."""
+
+    if isinstance(obj, dict):
+        ret = {}
+        for k, v in obj.items():
+            v = cleanup(v)
+            if v not in [{}, None]:
+                ret[k] = v
+        return ret
+
+    if isinstance(obj, list):
+        return [cleanup(item) for item in obj]
+
+    return obj
+
+
+class CoreConfig:
+    obj: dict
+
+    def __init__(self, obj: dict):
+        self.obj = obj
+
+    def __setitem__(self, path: str, value: Any) -> None:
+        set_at_path(self.obj, path.split("."), value)
+
+    def __getitem__(self, path: str) -> Any:
+        return get_at_path(self.obj, path.split("."))
+
+    def add_application(self, name: str, app: dict):
+        self["applications"][name] = cleanup(app)
+        self["roles.default.limits"][name] = {}
+
+    def add_model(self, name: str, model: dict):
+        self["models"][name] = cleanup(model)
+        self["roles.default.limits"][name] = {}
+
+    def print(self):
+        print(json.dumps(self.obj, indent=2))
diff --git a/docker-compose/generate-config/requirements.txt b/docker-compose/generate-config/requirements.txt
new file mode 100644
index 0000000..007bd02
--- /dev/null
+++ b/docker-compose/generate-config/requirements.txt
@@ -0,0 +1,4 @@
+httpx==0.27.0
+pydantic==2.7.3
+python-dotenv==1.0.1
+typer==0.12.3
\ No newline at end of file
diff --git a/docker-compose/local/README.md b/docker-compose/local/README.md
new file mode 100644
index 0000000..0588cba
--- /dev/null
+++ b/docker-compose/local/README.md
@@ -0,0 +1,41 @@
+# Development
+
+1. Go to the current directory:
+
+    ```sh
+    cd docker-compose/local
+    ```
+
+2. Access to the **remote** DIAL Core server is specified by env vars `$REMOTE_DIAL_URL` and `$REMOTE_DIAL_API_KEY`.
+
+    Run the following command to generate **local** DIAL Core config `core/config.json` based on the listing from the **remote** DIAL Core:
+
+    ```sh
+    REMOTE_DIAL_URL="url" REMOTE_DIAL_API_KEY="key" ./generate_config_from_listing.sh
+    ```
+
+    This script requires installed Python.
+
+    Use a simple config template, if you are experiencing issues running the script above:
+
+    ```sh
+    REMOTE_DIAL_URL="url" REMOTE_DIAL_API_KEY="key" ./generate_config_from_template.sh
+    ```
+
+3. The script also adds definition of a sample locally hosted application to the DIAL config. This allows to call an application served at `http://localhost:5005/openai/deployments/app/chat/completions` from the local DIAL chat.
+
+4. Modify the generated `core/config.json` as you see fit: add required models and applications hosted by the remote DIAL server, configure locally hosted applications.
+
+5. Finally, run the local DIAL Core and DIAL Chat via:
+
+    ```sh
+    docker compose up --abort-on-container-exit
+    ```
+
+    when running under root. Otherwise, run:
+
+    ```sh
+    UID=$(id -u) docker compose up --abort-on-container-exit
+    ```
+
+6. Open local DIAL Chat at [http://localhost:3000](http://localhost:3000)
diff --git a/docker-compose/local/config_template.json b/docker-compose/local/config_template.json
new file mode 100644
index 0000000..a10d673
--- /dev/null
+++ b/docker-compose/local/config_template.json
@@ -0,0 +1,49 @@
+{
+  "routes": {},
+  "models": {
+    "gpt-4": {
+      "type": "chat",
+      "displayName": "GPT-4",
+      "displayVersion": "Latest",
+      "description": "Alias for latest stable version (0613)",
+      "tokenizerModel": "gpt-4-0314",
+      "iconUrl": "http://localhost:3001/gpt4.svg",
+      "endpoint": "http://adapter-dial:5000/openai/deployments/gpt-4/chat/completions",
+      "forwardAuthToken": true,
+      "upstreams": [
+        {
+          "endpoint": "${REMOTE_DIAL_URL}/openai/deployments/gemini-pro-vision/chat/completions",
+          "key": "${REMOTE_DIAL_API_KEY}"
+        }
+      ]
+    }
+  },
+  "applications": {
+    "local-application": {
+      "displayName": "Locally hosted application",
+      "endpoint": "http://host.docker.internal:5005/openai/deployments/app/chat/completions",
+      "forwardAuthToken": true,
+      "inputAttachmentTypes": [
+        "*/*"
+      ],
+      "features": {
+        "urlAttachmentsSupported": true,
+        "folderAttachmentsSupported": true
+      }
+    }
+  },
+  "keys": {
+    "dial_api_key": {
+      "project": "TEST-PROJECT",
+      "role": "default"
+    }
+  },
+  "roles": {
+    "default": {
+      "limits": {
+        "gpt-4": {},
+        "local-application": {}
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/docker-compose/local/docker-compose.yml b/docker-compose/local/docker-compose.yml
new file mode 100644
index 0000000..f70f6a8
--- /dev/null
+++ b/docker-compose/local/docker-compose.yml
@@ -0,0 +1,63 @@
+services:
+  themes:
+    image: epam/ai-dial-chat-themes:0.4.0
+    ports:
+      - "3001:8080"
+
+  adapter-dial:
+    image: "epam/ai-dial-adapter-dial:development"
+    environment:
+      DIAL_URL: "http://core:8080"
+      LOG_LEVEL: "INFO" # "DEBUG"
+
+  chat:
+    ports:
+      - "3000:3000"
+    image: epam/ai-dial-chat:0.10.0
+    depends_on:
+      - themes
+      - core
+    environment:
+      NEXTAUTH_SECRET: "secret"
+      THEMES_CONFIG_HOST: "http://themes:8080"
+      DIAL_API_HOST: "http://core:8080"
+      DIAL_API_KEY: "dial_api_key"
+      ENABLED_FEATURES: "conversations-section,prompts-section,top-settings,top-clear-conversation,top-chat-info,top-chat-model-settings,empty-chat-settings,header,footer,request-api-key,report-an-issue,likes,input-files,attachments-manager"
+
+  redis:
+    image: redis:7.2.4-alpine3.19
+    restart: always
+    ports:
+      - "6379:6379"
+    command: >
+      redis-server
+      --maxmemory 2000mb
+      --maxmemory-policy volatile-lfu
+      --save ""
+      --appendonly no
+      --loglevel warning
+    mem_limit: 2200M
+
+  core:
+    user: ${UID:-root}
+    ports:
+      - "8080:8080"
+    image: epam/ai-dial-core:0.9.0
+    environment:
+      'AIDIAL_SETTINGS': '/opt/settings/settings.json'
+      'JAVA_OPTS': '-Dgflog.config=/opt/settings/gflog.xml'
+      'LOG_DIR': '/app/log'
+      'STORAGE_DIR': '/app/data'
+      'aidial.config.files': '["/opt/config/config.json"]'
+      'aidial.storage.overrides': '{ "jclouds.filesystem.basedir": "data" }'
+      'aidial.redis.singleServerConfig.address': 'redis://redis:6379'
+    depends_on:
+      - redis
+    volumes:
+      - ./settings:/opt/settings
+      - ${DIAL_DIR:-.}/core:/opt/config
+      - ${DIAL_DIR:-.}/core-logs/:/app/log
+      - ${DIAL_DIR:-.}/core-data/:/app/data
+    extra_hosts:
+      # Required to make host.docker.internal work
+      - "host.docker.internal:host-gateway"
\ No newline at end of file
diff --git a/docker-compose/local/generate_config_from_listing.sh b/docker-compose/local/generate_config_from_listing.sh
new file mode 100755
index 0000000..e0e36b8
--- /dev/null
+++ b/docker-compose/local/generate_config_from_listing.sh
@@ -0,0 +1,15 @@
+#!/bin/bash
+
+set -e
+
+cd ../generate-config
+
+echo "Installing Python dependencies..."
+python -m venv .venv
+source .venv/bin/activate
+pip install -r requirements.txt > /dev/null
+
+echo "Generating config file..."
+python app.py --local-app-port=5005 $@ > ../local/core/config.json
+
+echo "Config file saved to ./core/config.json"
\ No newline at end of file
diff --git a/docker-compose/local/generate_config_from_template.sh b/docker-compose/local/generate_config_from_template.sh
new file mode 100755
index 0000000..d7f4c2a
--- /dev/null
+++ b/docker-compose/local/generate_config_from_template.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+set -e
+
+envsubst < ./config_template.json > ./core/config.json
+echo "Config file saved to ./core/config.json"
\ No newline at end of file
diff --git a/docker-compose/local/settings/gflog.xml b/docker-compose/local/settings/gflog.xml
new file mode 100644
index 0000000..496e97a
--- /dev/null
+++ b/docker-compose/local/settings/gflog.xml
@@ -0,0 +1,16 @@
+<config>
+    <appender name="console" factory="com.epam.deltix.gflog.core.appender.ConsoleAppenderFactory"/>
+    <appender name="file" factory="com.epam.deltix.gflog.core.appender.DailyRollingFileAppenderFactory" bufferCapacity="32m" file="/app/log/aidial.log" maxFiles="10" maxFileSize="1g">
+        <layout template="%m%n"/>
+    </appender>
+
+    <logger level="INFO">
+        <appender-ref ref="console"/>
+    </logger>
+
+    <logger level="INFO" name="aidial.log">
+        <appender-ref ref="file"/>
+    </logger>
+
+    <service entryEncoding="UTF-8" entryMaxCapacity="30m" bufferCapacity="128m"/>
+</config>
\ No newline at end of file
diff --git a/docker-compose/local/settings/settings.json b/docker-compose/local/settings/settings.json
new file mode 100644
index 0000000..446b1b6
--- /dev/null
+++ b/docker-compose/local/settings/settings.json
@@ -0,0 +1,15 @@
+{
+  "server": {
+    "port": 8080
+  },
+  "identityProviders": {
+    "test": {
+      "rolePath": "roles",
+      "disableJwtVerification": true
+    }
+  },
+  "encryption": {
+    "salt": "salt",
+    "password": "password"
+  }
+}
\ No newline at end of file
diff --git a/noxfile.py b/noxfile.py
new file mode 100644
index 0000000..1ebc90f
--- /dev/null
+++ b/noxfile.py
@@ -0,0 +1,40 @@
+import nox
+
+nox.options.reuse_existing_virtualenvs = True
+
+SRC = "."
+
+
+def format_with_args(session: nox.Session, *args):
+    session.run("autoflake", *args)
+    session.run("isort", *args)
+    session.run("black", *args)
+
+
+@nox.session
+def lint(session: nox.Session):
+    """Runs linters and fixers"""
+    try:
+        session.run("poetry", "install", external=True)
+        session.run("poetry", "check", "--lock", external=True)
+        session.run("pyright", SRC)
+        session.run("flake8", SRC)
+        format_with_args(session, SRC, "--check")
+    except Exception:
+        session.error(
+            "linting has failed. Run 'make format' to fix formatting and fix other errors manually"
+        )
+
+
+@nox.session
+def format(session: nox.Session):
+    """Runs linters and fixers"""
+    session.run("poetry", "install", external=True)
+    format_with_args(session, SRC)
+
+
+@nox.session
+def test(session: nox.Session):
+    """Runs unit tests"""
+    session.run("poetry", "install", external=True)
+    session.run("pytest", "tests/")
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..b339439
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1887 @@
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+
+[[package]]
+name = "aidial-sdk"
+version = "0.8.0"
+description = "Framework to create applications and model adapters for AI DIAL"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
+    {file = "aidial_sdk-0.8.0-py3-none-any.whl", hash = "sha256:8c13858746975e17082e8c59480812771c2d75a2b3dd432c21297739a40b916f"},
+    {file = "aidial_sdk-0.8.0.tar.gz", hash = "sha256:9ad1f3f6fbcb9b55e76b00b22fda52ca4b1ac9c5f60b2a035dd9ef2eb8593c9c"},
+]
+
+[package.dependencies]
+aiohttp = ">=3.8.3,<4.0.0"
+fastapi = ">=0.51,<1.0"
+opentelemetry-api = {version = "1.20.0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-distro = {version = "0.41b0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-exporter-otlp-proto-grpc = {version = "1.20.0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-exporter-prometheus = {version = "1.12.0rc1", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-instrumentation = {version = "0.41b0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-instrumentation-aiohttp-client = {version = "0.41b0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-instrumentation-fastapi = {version = "0.41b0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-instrumentation-httpx = {version = "0.41b0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-instrumentation-logging = {version = "0.41b0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-instrumentation-requests = {version = "0.41b0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-instrumentation-system-metrics = {version = "0.41b0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-instrumentation-urllib = {version = "0.41b0", optional = true, markers = "extra == \"telemetry\""}
+opentelemetry-sdk = {version = "1.20.0", optional = true, markers = "extra == \"telemetry\""}
+prometheus-client = {version = "0.17.1", optional = true, markers = "extra == \"telemetry\""}
+pydantic = ">=1.10,<3"
+requests = ">=2.19,<3.0"
+uvicorn = ">=0.19,<1.0"
+wrapt = ">=1.14,<2.0"
+
+[package.extras]
+telemetry = ["opentelemetry-api (==1.20.0)", "opentelemetry-distro (==0.41b0)", "opentelemetry-exporter-otlp-proto-grpc (==1.20.0)", "opentelemetry-exporter-prometheus (==1.12.0rc1)", "opentelemetry-instrumentation (==0.41b0)", "opentelemetry-instrumentation-aiohttp-client (==0.41b0)", "opentelemetry-instrumentation-fastapi (==0.41b0)", "opentelemetry-instrumentation-httpx (==0.41b0)", "opentelemetry-instrumentation-logging (==0.41b0)", "opentelemetry-instrumentation-requests (==0.41b0)", "opentelemetry-instrumentation-system-metrics (==0.41b0)", "opentelemetry-instrumentation-urllib (==0.41b0)", "opentelemetry-sdk (==1.20.0)", "prometheus-client (==0.17.1)"]
+
+[[package]]
+name = "aiohttp"
+version = "3.9.5"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
+[[package]]
+name = "zipp"
+version = "3.18.1"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
+    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.11,<3.13"
+content-hash = "c7f3d18148732173bc962970d5896a9b154c270b8b85048aabdc45bacbdd16ef"
diff --git a/poetry.toml b/poetry.toml
new file mode 100644
index 0000000..ab1033b
--- /dev/null
+++ b/poetry.toml
@@ -0,0 +1,2 @@
+[virtualenvs]
+in-project = true
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..a1ba326
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,92 @@
+[tool.poetry]
+name = "aidial-adapter-dial"
+version = "0.1.0"
+description = "DIAL application which adapts one DIAL Core to another DIAL Core"
+authors = ["EPAM RAIL <SpecialEPM-DIALDevTeam@epam.com>"]
+homepage = "https://epam-rail.com"
+documentation = "https://epam-rail.com/dial_api"
+license = "Apache-2.0"
+readme = "README.md"
+keywords = ["ai"]
+classifiers = [
+    "Topic :: Software Development :: Libraries :: Python Modules"
+]
+repository = "https://github.com/epam/ai-dial-adapter-dial"
+
+[tool.poetry.scripts]
+clean = "scripts.clean:main"
+
+[pytest]
+env_files = [".env"]
+
+[tool.poetry.dependencies]
+python = ">=3.11,<3.13"
+fastapi = "0.109.2"
+uvicorn = "0.23"
+aiohttp = "3.9.5"
+openai = "1.32.0" # NOTE: used solely for chat completion response types
+pydantic = "^1.10.12"
+aidial-sdk = {version = "^0.8.0", extras = ["telemetry"]}
+
+[tool.poetry.group.test.dependencies]
+pytest = "7.4.0"
+pytest-asyncio = "0.21.1"
+python-dotenv = "1.0.0"
+respx = "^0.21.1"
+
+[tool.poetry.group.lint.dependencies]
+pyright = "1.1.324"
+black = "24.3.0"
+isort = "5.12.0"
+autoflake = "2.2.0"
+flake8 = "6.0.0"
+
+[tool.poetry.group.dev.dependencies]
+nox = "^2023.4.22"
+
+[tool.pytest.ini_options]
+testpaths = [
+    "tests"
+]
+# muting warnings coming from opentelemetry package
+filterwarnings = [
+    "ignore::DeprecationWarning:opentelemetry.instrumentation.dependencies"
+]
+
+[tool.pyright]
+typeCheckingMode = "basic"
+reportUnusedVariable = "error"
+reportIncompatibleMethodOverride = "error"
+exclude = [
+    ".git",
+    ".venv",
+    ".nox",
+    "**/__pycache__",
+    "docker-compose"
+]
+
+[tool.black]
+line-length = 80
+exclude = '''
+/(
+    \.git
+  | \.venv
+  | \.nox
+  | \.__pycache__
+)/
+'''
+
+[tool.isort]
+line_length = 80
+profile = "black"
+
+[tool.autoflake]
+ignore_init_module_imports = true
+remove_all_unused_imports = true
+in_place = true
+recursive = true
+quiet = true
+exclude = [
+    "\\.venv",
+    "\\.nox",
+]
diff --git a/scripts/clean.py b/scripts/clean.py
new file mode 100644
index 0000000..1e3ed33
--- /dev/null
+++ b/scripts/clean.py
@@ -0,0 +1,32 @@
+import glob
+import os
+import shutil
+from typing import List
+
+
+def remove_dir(directory_path: str):
+    if os.path.exists(directory_path):
+        shutil.rmtree(directory_path)
+        print("Removed: " + directory_path)
+
+
+def remove_recursively(pattern: str, exclude_dirs: List[str] = []):
+    files = glob.glob(f"**/{pattern}", recursive=True)
+
+    def is_excluded(file: str) -> bool:
+        return any(dir in file for dir in exclude_dirs)
+
+    for file in files:
+        if not is_excluded(file):
+            remove_dir(file)
+
+
+def main():
+    remove_dir(".nox")
+    remove_dir("dist")
+    remove_recursively("__pycache__", exclude_dirs=[".venv"])
+    remove_recursively(".pytest_cache", exclude_dirs=[".venv"])
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/docker_entrypoint.sh b/scripts/docker_entrypoint.sh
new file mode 100644
index 0000000..a41a774
--- /dev/null
+++ b/scripts/docker_entrypoint.sh
@@ -0,0 +1,5 @@
+#!/bin/sh
+
+set -e
+. ./.venv/bin/activate
+exec "$@"
diff --git a/tests/conftest.py b/tests/conftest.py
new file mode 100644
index 0000000..6cbdc38
--- /dev/null
+++ b/tests/conftest.py
@@ -0,0 +1,18 @@
+import os
+
+import httpx
+import pytest_asyncio
+
+
+def pytest_configure():
+    os.environ["DIAL_URL"] = "dummy"
+
+
+@pytest_asyncio.fixture
+async def test_app():
+    from aidial_adapter_dial.app import app
+
+    async with httpx.AsyncClient(
+        app=app, base_url="http://test-app.com"
+    ) as client:
+        yield client
diff --git a/tests/test_dummy.py b/tests/test_dummy.py
new file mode 100644
index 0000000..0c4bd9c
--- /dev/null
+++ b/tests/test_dummy.py
@@ -0,0 +1,2 @@
+def test_dummy():
+    assert 1 == 1